1 00:00:04,710 --> 00:00:02,470 [Laughter] 2 00:00:07,829 --> 00:00:04,720 okay um i think it's a good day for 3 00:00:09,669 --> 00:00:07,839 2020 the sun is out again 4 00:00:11,430 --> 00:00:09,679 this guy doesn't look like mars as far 5 00:00:14,150 --> 00:00:11,440 as i can see air is 6 00:00:14,549 --> 00:00:14,160 so so but um meteoroid didn't hit yet 7 00:00:15,910 --> 00:00:14,559 and 8 00:00:18,470 --> 00:00:15,920 we are still waiting for the big one in 9 00:00:19,109 --> 00:00:18,480 the bay area what's your work ethic like 10 00:00:22,310 --> 00:00:19,119 what do you do 11 00:00:24,710 --> 00:00:22,320 on a usual day 12 00:00:25,670 --> 00:00:24,720 there are no usual days so in some sense 13 00:00:28,230 --> 00:00:25,680 every day is 14 00:00:31,269 --> 00:00:28,240 its own and uh every day has its own 15 00:00:34,549 --> 00:00:31,279 demands and so on and 16 00:00:36,310 --> 00:00:34,559 i do block out times and do plan things 17 00:00:38,069 --> 00:00:36,320 ahead but 18 00:00:39,350 --> 00:00:38,079 for the most part i get up i have 19 00:00:41,510 --> 00:00:39,360 breakfast 20 00:00:43,190 --> 00:00:41,520 i work i spend time with the family in 21 00:00:46,709 --> 00:00:43,200 between 22 00:00:49,990 --> 00:00:46,719 and uh at some point uh i 23 00:00:51,750 --> 00:00:50,000 uh maybe read a few pages in a book or 24 00:00:54,549 --> 00:00:51,760 watch a movie with the family and go to 25 00:00:56,830 --> 00:00:54,559 bed do you tend to work in solid blocks 26 00:00:58,709 --> 00:00:56,840 uninterrupted because you need that for 27 00:01:01,029 --> 00:00:58,719 focus 28 00:01:02,229 --> 00:01:01,039 it depends on the type of work so when i 29 00:01:05,350 --> 00:01:02,239 uh write code 30 00:01:06,070 --> 00:01:05,360 i need long solitary times alone if i 31 00:01:08,710 --> 00:01:06,080 want to 32 00:01:09,190 --> 00:01:08,720 write a book i need to have a solid 33 00:01:11,030 --> 00:01:09,200 leaks 34 00:01:13,350 --> 00:01:11,040 weeks for myself so i don't write a book 35 00:01:15,270 --> 00:01:13,360 at this point um 36 00:01:17,429 --> 00:01:15,280 maybe i figure out how to do this anyway 37 00:01:20,630 --> 00:01:17,439 while being locked up with the family 38 00:01:22,390 --> 00:01:20,640 and when i do conceptual work and so on 39 00:01:24,469 --> 00:01:22,400 i can do this in short intervals and 40 00:01:25,030 --> 00:01:24,479 sometimes i do something else interrupt 41 00:01:28,469 --> 00:01:25,040 it 42 00:01:30,870 --> 00:01:28,479 something down 43 00:01:32,550 --> 00:01:30,880 we're going to get into some fairly deep 44 00:01:36,870 --> 00:01:32,560 questions right off the bat 45 00:01:41,590 --> 00:01:38,310 do you take a correspondence theory of 46 00:01:45,270 --> 00:01:41,600 truth for example 47 00:01:48,069 --> 00:01:45,280 i think that truth has is defined 48 00:01:48,630 --> 00:01:48,079 in a mathematical paradigm which means 49 00:01:53,350 --> 00:01:48,640 it's 50 00:01:56,469 --> 00:01:53,360 certain 51 00:01:59,109 --> 00:01:56,479 value that you set on 52 00:01:59,910 --> 00:01:59,119 variables that have the property that 53 00:02:02,789 --> 00:01:59,920 they can be 54 00:02:04,950 --> 00:02:02,799 true or false or have a truth value that 55 00:02:07,910 --> 00:02:04,960 varies in degrees 56 00:02:09,430 --> 00:02:07,920 and in some sense truth is a predicate 57 00:02:13,270 --> 00:02:09,440 that you can calculate 58 00:02:15,270 --> 00:02:13,280 in this context and uh you can 59 00:02:17,350 --> 00:02:15,280 translate this into the languages that 60 00:02:20,630 --> 00:02:17,360 our mind is typically using which are 61 00:02:22,390 --> 00:02:20,640 models and in these models we can have 62 00:02:23,589 --> 00:02:22,400 some kind of truth definition which 63 00:02:25,350 --> 00:02:23,599 means that the 64 00:02:26,630 --> 00:02:25,360 model depending on the type of model 65 00:02:28,550 --> 00:02:26,640 that you have 66 00:02:30,309 --> 00:02:28,560 can conform to any of your mathematical 67 00:02:33,509 --> 00:02:30,319 tools definitions so it can be 68 00:02:35,670 --> 00:02:33,519 something that is can be reduced to a 69 00:02:37,910 --> 00:02:35,680 set of axioms for instance 70 00:02:39,430 --> 00:02:37,920 and this means that it can be in some 71 00:02:41,589 --> 00:02:39,440 sense compressed to the 72 00:02:43,030 --> 00:02:41,599 set of axioms or expanded from the set 73 00:02:45,750 --> 00:02:43,040 of axioms into 74 00:02:47,030 --> 00:02:45,760 a certain state of that descriptive 75 00:02:51,350 --> 00:02:47,040 system 76 00:02:54,229 --> 00:02:51,360 and it's difficult to apply truth to 77 00:02:55,509 --> 00:02:54,239 an outside world so i don't believe in 78 00:02:57,030 --> 00:02:55,519 reference theory of truth these 79 00:02:58,790 --> 00:02:57,040 references can only exist between 80 00:03:01,509 --> 00:02:58,800 different models 81 00:03:02,949 --> 00:03:01,519 on the other hand we normally never talk 82 00:03:05,670 --> 00:03:02,959 about the outside world because it's 83 00:03:09,110 --> 00:03:05,680 this weird quantum graph that 84 00:03:11,270 --> 00:03:09,120 is not accessible to us and that we 85 00:03:12,869 --> 00:03:11,280 take to be the system that generates 86 00:03:15,030 --> 00:03:12,879 patterns on our retina 87 00:03:16,830 --> 00:03:15,040 and and on our systemic interface to the 88 00:03:20,470 --> 00:03:16,840 universe 89 00:03:23,509 --> 00:03:22,390 all these patterns rate models and 90 00:03:25,910 --> 00:03:23,519 different 91 00:03:28,070 --> 00:03:25,920 the primary one is an integrated model 92 00:03:29,270 --> 00:03:28,080 of the entire universe of interception 93 00:03:31,509 --> 00:03:29,280 is inspect 94 00:03:33,030 --> 00:03:31,519 or the perception of external things 95 00:03:36,630 --> 00:03:33,040 plus proprioception 96 00:03:39,030 --> 00:03:36,640 right so we in some sense have um 97 00:03:40,869 --> 00:03:39,040 res extensor and the rest cognitions to 98 00:03:42,949 --> 00:03:40,879 speak with descartes and res extensor is 99 00:03:44,949 --> 00:03:42,959 not the universe itself 100 00:03:47,190 --> 00:03:44,959 it's our model of the universe it's the 101 00:03:49,350 --> 00:03:47,200 idea that everything that we perceive 102 00:03:50,710 --> 00:03:49,360 corresponds to a region in the same 103 00:03:51,830 --> 00:03:50,720 three-dimensional space that is 104 00:03:54,149 --> 00:03:51,840 dynamically changing 105 00:03:56,229 --> 00:03:54,159 as a temporal extension as well and uh 106 00:03:57,990 --> 00:03:56,239 rescogins is everything else our ideas 107 00:03:59,509 --> 00:03:58,000 that we have about that the anticipation 108 00:04:00,070 --> 00:03:59,519 that we have hypotheses that we have 109 00:04:01,990 --> 00:04:00,080 memories 110 00:04:03,429 --> 00:04:02,000 that we have intentions that we have and 111 00:04:06,149 --> 00:04:03,439 so on 112 00:04:08,149 --> 00:04:06,159 and these two interact but there are 113 00:04:11,509 --> 00:04:08,159 several types of models that 114 00:04:13,990 --> 00:04:11,519 co-exist in our own mind and when we uh 115 00:04:15,429 --> 00:04:14,000 refer to something in the world we refer 116 00:04:17,270 --> 00:04:15,439 to something in the 117 00:04:19,110 --> 00:04:17,280 integrated model of the universe that we 118 00:04:21,509 --> 00:04:19,120 have that is changing 119 00:04:22,550 --> 00:04:21,519 and it's it's not static it's it's not 120 00:04:24,870 --> 00:04:22,560 reality 121 00:04:26,790 --> 00:04:24,880 for instance my model of the universe at 122 00:04:28,310 --> 00:04:26,800 some level contains colors and sounds 123 00:04:29,670 --> 00:04:28,320 and there are no colors and sounds in 124 00:04:33,030 --> 00:04:29,680 the physical universe 125 00:04:34,870 --> 00:04:33,040 offer them but 126 00:04:36,950 --> 00:04:34,880 uh colors and sounds are functions that 127 00:04:39,030 --> 00:04:36,960 our brain computes to interpret certain 128 00:04:41,749 --> 00:04:39,040 types of patterns in the universe 129 00:04:43,110 --> 00:04:41,759 so you're saying when we talk sorry so 130 00:04:44,550 --> 00:04:43,120 you're suggesting that the underlying 131 00:04:46,070 --> 00:04:44,560 reality is physical and 132 00:04:49,030 --> 00:04:46,080 it's a quantum graph what do you mean by 133 00:04:54,230 --> 00:04:51,749 uh what i mean is that there is an 134 00:04:56,550 --> 00:04:54,240 outside pattern generator and the 135 00:04:58,950 --> 00:04:56,560 physics is exploring the idea that this 136 00:05:02,310 --> 00:04:58,960 pattern generator can be explained by 137 00:05:05,189 --> 00:05:02,320 a causally closed set of rules right 138 00:05:05,590 --> 00:05:05,199 somewhere out there there is a system 139 00:05:09,510 --> 00:05:05,600 that 140 00:05:13,749 --> 00:05:09,520 experiences 141 00:05:14,390 --> 00:05:13,759 and the big insight of computation is 142 00:05:16,230 --> 00:05:14,400 that a 143 00:05:17,590 --> 00:05:16,240 computational system is the necessary 144 00:05:19,830 --> 00:05:17,600 and sufficient means to produce 145 00:05:22,230 --> 00:05:19,840 arbitrary patterns 146 00:05:23,990 --> 00:05:22,240 and we don't have alternatives to 147 00:05:27,270 --> 00:05:24,000 computational descriptions 148 00:05:30,070 --> 00:05:27,280 that are able to do that so 149 00:05:31,830 --> 00:05:30,080 it turns out that computation is a way 150 00:05:33,670 --> 00:05:31,840 to frame language 151 00:05:35,350 --> 00:05:33,680 and if we want to have languages that 152 00:05:37,189 --> 00:05:35,360 describe systems that can produce 153 00:05:39,590 --> 00:05:37,199 patterns and are self-consistent and can 154 00:05:41,189 --> 00:05:39,600 reduce the first principles these are 155 00:05:43,110 --> 00:05:41,199 computational systems 156 00:05:44,950 --> 00:05:43,120 and then when i say it's a quantum graph 157 00:05:45,749 --> 00:05:44,960 basically a graphical representation one 158 00:05:51,270 --> 00:05:45,759 that 159 00:05:54,230 --> 00:05:51,280 can hold for instance state 160 00:05:55,990 --> 00:05:54,240 and links between them that translate 161 00:05:57,670 --> 00:05:56,000 this state between the nodes 162 00:05:59,510 --> 00:05:57,680 this is a very general computational 163 00:06:01,189 --> 00:05:59,520 description and so 164 00:06:03,350 --> 00:06:01,199 in some sense we can describe everything 165 00:06:04,550 --> 00:06:03,360 especially extended things that play out 166 00:06:07,909 --> 00:06:04,560 in a space as a 167 00:06:09,430 --> 00:06:07,919 graph a space is basically a 168 00:06:11,110 --> 00:06:09,440 if you talk about something like a 169 00:06:13,909 --> 00:06:11,120 geometric space 170 00:06:16,950 --> 00:06:13,919 as a very very regular graph that 171 00:06:18,550 --> 00:06:16,960 happens if you zoom out far enough 172 00:06:19,990 --> 00:06:18,560 so there's basically a graph with so 173 00:06:22,390 --> 00:06:20,000 many nodes and so many links 174 00:06:24,150 --> 00:06:22,400 between them and so regular ways of 175 00:06:24,629 --> 00:06:24,160 translating information in them that you 176 00:06:26,469 --> 00:06:24,639 can 177 00:06:27,830 --> 00:06:26,479 describe the function of the entire 178 00:06:32,950 --> 00:06:27,840 thing in the limit 179 00:06:35,830 --> 00:06:34,469 all languages can be summarized in 180 00:06:37,270 --> 00:06:35,840 mathematics and then there's a subset 181 00:06:38,629 --> 00:06:37,280 that is computation 182 00:06:40,710 --> 00:06:38,639 and this is the one that corresponds to 183 00:06:43,510 --> 00:06:40,720 our world is that what you're suggesting 184 00:06:44,390 --> 00:06:43,520 so uh what i would say is that a way out 185 00:06:48,790 --> 00:06:44,400 look 186 00:06:51,749 --> 00:06:48,800 the domain of all languages 187 00:06:52,950 --> 00:06:51,759 and mathematicians are starting out with 188 00:06:54,390 --> 00:06:52,960 the simplest languages 189 00:06:56,390 --> 00:06:54,400 and exploring them and these are the 190 00:06:59,110 --> 00:06:56,400 formal languages those where 191 00:06:59,589 --> 00:06:59,120 you already know all the properties or 192 00:07:03,589 --> 00:06:59,599 you 193 00:07:04,390 --> 00:07:03,599 a good chance to explore most of the 194 00:07:06,629 --> 00:07:04,400 properties 195 00:07:09,029 --> 00:07:06,639 step by step and especially you can 196 00:07:12,150 --> 00:07:09,039 define them in such a way that you can 197 00:07:14,100 --> 00:07:12,160 make proofs in them and the reason why 198 00:07:15,350 --> 00:07:14,110 we explore mathematics are 199 00:07:17,110 --> 00:07:15,360 [Music] 200 00:07:19,510 --> 00:07:17,120 by default there's one that we want to 201 00:07:20,870 --> 00:07:19,520 understand uh the things that we only 202 00:07:22,950 --> 00:07:20,880 intuitively understand 203 00:07:24,629 --> 00:07:22,960 for instance geometry right we have an 204 00:07:25,990 --> 00:07:24,639 intuitive understanding of geometry and 205 00:07:28,629 --> 00:07:26,000 it's because our brain makes 206 00:07:30,150 --> 00:07:28,639 geometric models of the world that we 207 00:07:32,070 --> 00:07:30,160 are embedded in 208 00:07:33,749 --> 00:07:32,080 and so we want to have a way to talk 209 00:07:34,710 --> 00:07:33,759 about these models in a way that makes 210 00:07:37,670 --> 00:07:34,720 them explicit 211 00:07:38,790 --> 00:07:37,680 and uh allows us to debug them and 212 00:07:40,790 --> 00:07:38,800 allows us to 213 00:07:41,830 --> 00:07:40,800 express them as formal systems to teach 214 00:07:44,390 --> 00:07:41,840 them to check up 215 00:07:45,589 --> 00:07:44,400 on whether our minds did the geometry 216 00:07:48,790 --> 00:07:45,599 right and so on right 217 00:07:50,309 --> 00:07:48,800 and to have all these uh models of 218 00:07:51,189 --> 00:07:50,319 models these formal descriptions of 219 00:07:52,629 --> 00:07:51,199 geometry 220 00:07:54,469 --> 00:07:52,639 that's one reason why we need 221 00:07:55,350 --> 00:07:54,479 mathematics and it's one of the reasons 222 00:07:56,950 --> 00:07:55,360 why 223 00:07:58,390 --> 00:07:56,960 our present mathematical tradition 224 00:08:00,790 --> 00:07:58,400 started it's 225 00:08:01,749 --> 00:08:00,800 uh it started very often as geometrical 226 00:08:05,430 --> 00:08:01,759 descriptions 227 00:08:06,469 --> 00:08:05,440 have those in terms of formulas and so 228 00:08:09,510 --> 00:08:06,479 on are often 229 00:08:11,830 --> 00:08:09,520 a specification for the geometry and 230 00:08:12,629 --> 00:08:11,840 in some sense we teach mathematics of 231 00:08:15,990 --> 00:08:12,639 the wrong way around 232 00:08:17,350 --> 00:08:16,000 in school we teach kids algebra first 233 00:08:19,029 --> 00:08:17,360 as an extension of counting or 234 00:08:22,309 --> 00:08:19,039 generalization of counting 235 00:08:26,150 --> 00:08:22,319 and then you have something like x uh 236 00:08:27,990 --> 00:08:26,160 y equals say x square 237 00:08:30,309 --> 00:08:28,000 and this is an algebraic description 238 00:08:31,670 --> 00:08:30,319 right and then we learn how to graph 239 00:08:34,149 --> 00:08:31,680 these functions and then we 240 00:08:35,350 --> 00:08:34,159 uh notice oh my god this uh graph of 241 00:08:37,269 --> 00:08:35,360 this function looks a lot like a 242 00:08:39,589 --> 00:08:37,279 parabola what a coincidence 243 00:08:40,870 --> 00:08:39,599 and now we see if we can use this 244 00:08:41,909 --> 00:08:40,880 algebraic description to describe the 245 00:08:44,550 --> 00:08:41,919 parabola 246 00:08:45,509 --> 00:08:44,560 but uh i think that uh the invention was 247 00:08:47,190 --> 00:08:45,519 the other way around 248 00:08:48,710 --> 00:08:47,200 like the world is full of parabolas 249 00:08:49,750 --> 00:08:48,720 whenever you throw stuff you see a 250 00:08:51,350 --> 00:08:49,760 parabola 251 00:08:53,269 --> 00:08:51,360 and then you ask yourself uh what's 252 00:08:54,150 --> 00:08:53,279 going on here how can i systematize that 253 00:08:56,790 --> 00:08:54,160 and then you realize 254 00:08:57,509 --> 00:08:56,800 okay i can make a specification that 255 00:08:59,430 --> 00:08:57,519 makes this 256 00:09:01,110 --> 00:08:59,440 thing computable because i can compute 257 00:09:02,230 --> 00:09:01,120 the algorithmic description there's an 258 00:09:05,910 --> 00:09:02,240 algorithm for 259 00:09:08,470 --> 00:09:05,920 computing y equals x square 260 00:09:11,269 --> 00:09:08,480 right and this allows me to compute the 261 00:09:12,630 --> 00:09:11,279 trajectory of an object that i throw 262 00:09:14,310 --> 00:09:12,640 this is one of the ways that we 263 00:09:16,949 --> 00:09:14,320 discovered mathematics 264 00:09:17,990 --> 00:09:16,959 the other one is uh that all languages 265 00:09:21,190 --> 00:09:18,000 that we are using so 266 00:09:23,269 --> 00:09:21,200 logic uh is a 267 00:09:25,110 --> 00:09:23,279 mathematical principle and it's uh in 268 00:09:26,550 --> 00:09:25,120 some sense a subset of the natural 269 00:09:28,710 --> 00:09:26,560 languages that we use 270 00:09:30,870 --> 00:09:28,720 but we can extend it in such a way that 271 00:09:33,990 --> 00:09:30,880 it's encompassing 272 00:09:35,509 --> 00:09:34,000 the natural languages in a way and 273 00:09:37,990 --> 00:09:35,519 there was always a big hope that we 274 00:09:39,990 --> 00:09:38,000 could make logic so general 275 00:09:42,070 --> 00:09:40,000 that we can make natural languages so 276 00:09:44,310 --> 00:09:42,080 precise that they become 277 00:09:45,829 --> 00:09:44,320 the same thing that these languages in 278 00:09:49,350 --> 00:09:45,839 which we refer 279 00:09:50,389 --> 00:09:49,360 to facts can uh express things that we 280 00:09:52,389 --> 00:09:50,399 can prove 281 00:09:54,230 --> 00:09:52,399 in a formal strict sense in a way that 282 00:09:56,630 --> 00:09:54,240 we can build machines that can 283 00:09:57,430 --> 00:09:56,640 perform uh language and that can make 284 00:09:59,750 --> 00:09:57,440 statements 285 00:10:01,030 --> 00:09:59,760 that are true or false and so on we look 286 00:10:02,310 --> 00:10:01,040 at the world and we see some patterns 287 00:10:03,750 --> 00:10:02,320 and we try to model those patterns in 288 00:10:03,990 --> 00:10:03,760 mathematics as a great way of modeling 289 00:10:06,389 --> 00:10:04,000 those 290 00:10:10,310 --> 00:10:06,399 patterns is that essentially what you're 291 00:10:14,069 --> 00:10:12,230 so mathematics allows us to build 292 00:10:16,230 --> 00:10:14,079 arbitrary languages not just natural 293 00:10:17,350 --> 00:10:16,240 language but it also allows us to build 294 00:10:19,190 --> 00:10:17,360 languages that 295 00:10:21,990 --> 00:10:19,200 for instance start out with only with 296 00:10:24,310 --> 00:10:22,000 bits or that starts out with 297 00:10:26,310 --> 00:10:24,320 bit vectors and you could say that for 298 00:10:28,310 --> 00:10:26,320 instance a major learning system 299 00:10:30,150 --> 00:10:28,320 is using a language that as an input as 300 00:10:30,870 --> 00:10:30,160 a bit vector for instance the bit vector 301 00:10:33,509 --> 00:10:30,880 that comes in 302 00:10:35,430 --> 00:10:33,519 from a camera sensor and then it maps 303 00:10:36,230 --> 00:10:35,440 this to other bit vectors and just by 304 00:10:38,870 --> 00:10:36,240 finding or 305 00:10:40,310 --> 00:10:38,880 order in the patterns it it's able to 306 00:10:41,269 --> 00:10:40,320 gradually make some sense of these 307 00:10:42,790 --> 00:10:41,279 patterns it's 308 00:10:44,389 --> 00:10:42,800 able to relate them and it's for 309 00:10:47,670 --> 00:10:44,399 instance it's able to discover 310 00:10:49,910 --> 00:10:47,680 that if you feed it enough bit vectors 311 00:10:51,350 --> 00:10:49,920 all these bit vectors uh refer to 312 00:10:52,710 --> 00:10:51,360 objects in the three-dimensional space 313 00:10:54,790 --> 00:10:52,720 because that's the best compression that 314 00:10:56,470 --> 00:10:54,800 you find over them it's the best way 315 00:10:57,990 --> 00:10:56,480 to make sense of these patterns to build 316 00:10:59,190 --> 00:10:58,000 a model of these patterns that is most 317 00:11:01,670 --> 00:10:59,200 predictive 318 00:11:02,550 --> 00:11:01,680 of their structure and mathematics 319 00:11:05,190 --> 00:11:02,560 allows us 320 00:11:07,750 --> 00:11:05,200 to construct and understand the 321 00:11:10,630 --> 00:11:07,760 languages in which that takes place 322 00:11:11,269 --> 00:11:10,640 and you alluded to another thing that is 323 00:11:12,870 --> 00:11:11,279 uh 324 00:11:14,630 --> 00:11:12,880 the difference between computation and 325 00:11:16,870 --> 00:11:14,640 mathematics the 326 00:11:19,509 --> 00:11:16,880 classical definition of mathematics that 327 00:11:21,670 --> 00:11:19,519 we use in our tradition is mostly time 328 00:11:23,030 --> 00:11:21,680 and stateless it's basically everything 329 00:11:26,230 --> 00:11:23,040 is taking place 330 00:11:28,710 --> 00:11:26,240 in a single state so if you want to 331 00:11:29,509 --> 00:11:28,720 express a temporal sequence in 332 00:11:32,069 --> 00:11:29,519 mathematics 333 00:11:32,710 --> 00:11:32,079 you usually use an index and this index 334 00:11:35,750 --> 00:11:32,720 can be 335 00:11:38,069 --> 00:11:35,760 discrete or continuous and you just 336 00:11:39,509 --> 00:11:38,079 basically define something like a loop 337 00:11:40,949 --> 00:11:39,519 only it's not like a loop in a 338 00:11:43,269 --> 00:11:40,959 programming language which goes 339 00:11:44,630 --> 00:11:43,279 through this literally step by step to 340 00:11:46,150 --> 00:11:44,640 compute the sequence 341 00:11:47,829 --> 00:11:46,160 you have so instance an integral 342 00:11:48,630 --> 00:11:47,839 operator and this integral operator 343 00:11:51,350 --> 00:11:48,640 states 344 00:11:52,310 --> 00:11:51,360 that god makes a loop in one moment and 345 00:11:54,470 --> 00:11:52,320 this loop can 346 00:11:56,310 --> 00:11:54,480 integrate over infinitely many elements 347 00:11:59,110 --> 00:11:56,320 because god can do that right it's an 348 00:12:00,550 --> 00:11:59,120 idealized version of what mathematics 349 00:12:02,629 --> 00:12:00,560 can do and it turns out that there are 350 00:12:05,030 --> 00:12:02,639 no gods that have the power to 351 00:12:06,389 --> 00:12:05,040 take infinity melee elements and really 352 00:12:08,629 --> 00:12:06,399 integrate them 353 00:12:11,030 --> 00:12:08,639 what we can do is we can take a very 354 00:12:12,710 --> 00:12:11,040 very large number of elements that to us 355 00:12:15,110 --> 00:12:12,720 is almost indistinguishable from 356 00:12:17,110 --> 00:12:15,120 infinitely many elements and then we can 357 00:12:18,870 --> 00:12:17,120 integrate them in a pretty were pretty 358 00:12:19,430 --> 00:12:18,880 long time span of however long it takes 359 00:12:20,949 --> 00:12:19,440 but not 360 00:12:23,269 --> 00:12:20,959 over an infinite amount of time but if 361 00:12:24,310 --> 00:12:23,279 we had really infinitely many elements 362 00:12:27,110 --> 00:12:24,320 that you would try to 363 00:12:27,990 --> 00:12:27,120 throw together to integrate to put into 364 00:12:29,910 --> 00:12:28,000 one function 365 00:12:31,910 --> 00:12:29,920 and execute that function over these 366 00:12:33,670 --> 00:12:31,920 elements this is not possible 367 00:12:35,670 --> 00:12:33,680 in anything that is implemented in the 368 00:12:37,030 --> 00:12:35,680 physical universe and it's also not 369 00:12:39,190 --> 00:12:37,040 possible for anything that is 370 00:12:42,150 --> 00:12:39,200 implemented in mathematics itself 371 00:12:44,069 --> 00:12:42,160 without leading into contradictions so 372 00:12:47,190 --> 00:12:44,079 in some sense what google discovered 373 00:12:49,269 --> 00:12:47,200 i think is that mathematics this 374 00:12:51,190 --> 00:12:49,279 infinities that actually uses these 375 00:12:52,710 --> 00:12:51,200 infinities to compute things is leading 376 00:12:54,230 --> 00:12:52,720 into contradictions 377 00:12:55,990 --> 00:12:54,240 and the thing that doesn't do that that 378 00:12:59,030 --> 00:12:56,000 only uses states 379 00:13:01,030 --> 00:12:59,040 that we can in some sense count up and 380 00:13:03,110 --> 00:13:01,040 uh actually execute on this is 381 00:13:04,310 --> 00:13:03,120 computation the subset of mathematics 382 00:13:07,430 --> 00:13:04,320 that can be constructed 383 00:13:08,629 --> 00:13:07,440 constructive mathematics and 384 00:13:10,550 --> 00:13:08,639 i would say that constructive 385 00:13:13,509 --> 00:13:10,560 mathematics is not 386 00:13:15,430 --> 00:13:13,519 a subset of mathematics unless you say 387 00:13:17,110 --> 00:13:15,440 that mathematics also encompasses those 388 00:13:18,470 --> 00:13:17,120 things that don't work 389 00:13:20,310 --> 00:13:18,480 right you could say mathematics is all 390 00:13:21,509 --> 00:13:20,320 languages also those languages that are 391 00:13:22,870 --> 00:13:21,519 utter nonsense because they are 392 00:13:25,190 --> 00:13:22,880 contradictory 393 00:13:27,350 --> 00:13:25,200 um that that is one way of looking at it 394 00:13:29,269 --> 00:13:27,360 but the part of mathematics that works 395 00:13:30,629 --> 00:13:29,279 is computation the part of mathematics 396 00:13:33,190 --> 00:13:30,639 that can be implemented 397 00:13:34,949 --> 00:13:33,200 and i think for something to be real it 398 00:13:36,710 --> 00:13:34,959 needs to be implemented 399 00:13:38,629 --> 00:13:36,720 something that is not implementable 400 00:13:41,030 --> 00:13:38,639 something that cannot be realized as a 401 00:13:44,150 --> 00:13:41,040 system that is executable by anything 402 00:13:46,550 --> 00:13:44,160 in mathematics or in physics 403 00:13:48,150 --> 00:13:46,560 is not real right so constructive 404 00:13:49,030 --> 00:13:48,160 mathematics is the part of mathematics 405 00:13:52,389 --> 00:13:49,040 that has a chance 406 00:13:54,629 --> 00:13:52,399 of being real right now 407 00:13:56,150 --> 00:13:54,639 when you say real do you mind defining i 408 00:13:57,829 --> 00:13:56,160 know you just subtly defined it do you 409 00:14:00,629 --> 00:13:57,839 mind explicitly defining what 410 00:14:01,670 --> 00:14:00,639 real is because the way that i'm 411 00:14:02,870 --> 00:14:01,680 thinking about this is 412 00:14:04,230 --> 00:14:02,880 you just mentioned there's classical 413 00:14:05,110 --> 00:14:04,240 mathematics let's just call it classical 414 00:14:06,949 --> 00:14:05,120 mathematics 415 00:14:09,269 --> 00:14:06,959 and it leads to contradictions like 416 00:14:10,790 --> 00:14:09,279 girdle mentioned and one way of 417 00:14:11,750 --> 00:14:10,800 interpreting that is there are limits to 418 00:14:13,509 --> 00:14:11,760 our knowledge there are limits to 419 00:14:14,949 --> 00:14:13,519 mathematics another way is that this is 420 00:14:16,949 --> 00:14:14,959 the wrong mathematics this is not what 421 00:14:19,350 --> 00:14:16,959 is describing our universe what's real 422 00:14:21,350 --> 00:14:19,360 is something else so girdle you actually 423 00:14:22,629 --> 00:14:21,360 said that this is a blind alley don't go 424 00:14:23,829 --> 00:14:22,639 down that alley rather than 425 00:14:25,670 --> 00:14:23,839 this is the alley and here's our 426 00:14:27,590 --> 00:14:25,680 limitations you're like no no no 427 00:14:30,470 --> 00:14:27,600 here's constructive mathematics and 428 00:14:32,310 --> 00:14:30,480 you're saying that this is real okay 429 00:14:35,110 --> 00:14:32,320 help me understand what you mean when 430 00:14:39,110 --> 00:14:37,430 uh just as a small tangent i think it's 431 00:14:42,389 --> 00:14:39,120 unfair to goodell to 432 00:14:42,949 --> 00:14:42,399 pretend that this is what he thought he 433 00:14:46,550 --> 00:14:42,959 said 434 00:14:47,990 --> 00:14:46,560 good actually believed in in this god of 435 00:14:49,110 --> 00:14:48,000 mathematics that came to these 436 00:14:50,629 --> 00:14:49,120 infinities 437 00:14:52,150 --> 00:14:50,639 and it was a big shock to him when he 438 00:14:55,350 --> 00:14:52,160 came up with this proof and 439 00:14:57,189 --> 00:14:55,360 uh so in some sense he 440 00:14:58,790 --> 00:14:57,199 discovered something about the 441 00:15:01,030 --> 00:14:58,800 mathematics that he believed in that 442 00:15:04,550 --> 00:15:01,040 seemed to be real to him 443 00:15:06,470 --> 00:15:04,560 that he could not really get square 444 00:15:08,310 --> 00:15:06,480 and it's also a thing that a lot of 445 00:15:09,910 --> 00:15:08,320 mathematicians and physicists struggle 446 00:15:13,030 --> 00:15:09,920 for instance i think it's part of 447 00:15:15,590 --> 00:15:13,040 what motivates roger penrose when he 448 00:15:17,750 --> 00:15:15,600 uh rejects the idea that computers can 449 00:15:20,230 --> 00:15:17,760 be conscious because he thinks 450 00:15:21,350 --> 00:15:20,240 that human minds can do non-computable 451 00:15:24,629 --> 00:15:21,360 mathematics 452 00:15:26,470 --> 00:15:24,639 in the same way as good to him goodell 453 00:15:27,509 --> 00:15:26,480 has proven that computers cannot do all 454 00:15:31,269 --> 00:15:27,519 of mathematics but 455 00:15:33,030 --> 00:15:31,279 human minds can for instance there uh 456 00:15:34,389 --> 00:15:33,040 penrose has discovered these penrose 457 00:15:36,470 --> 00:15:34,399 tilings these are uh 458 00:15:38,069 --> 00:15:36,480 there are tidings which uh have an 459 00:15:38,949 --> 00:15:38,079 infinite variation right there are 460 00:15:40,629 --> 00:15:38,959 infinities 461 00:15:42,710 --> 00:15:40,639 how can you claim that there are no 462 00:15:44,150 --> 00:15:42,720 infinities but you can 463 00:15:46,230 --> 00:15:44,160 you're only looking at a function i 464 00:15:49,350 --> 00:15:46,240 think that basically 465 00:15:51,990 --> 00:15:49,360 has an open-ended result it's similar to 466 00:15:53,110 --> 00:15:52,000 the function that computes pi pi is not 467 00:15:56,310 --> 00:15:53,120 just a value 468 00:15:58,230 --> 00:15:56,320 pi is a function or a set of functions 469 00:15:59,990 --> 00:15:58,240 that give you for instance if you 470 00:16:00,470 --> 00:16:00,000 translate this into the decimal system 471 00:16:05,269 --> 00:16:00,480 digits 472 00:16:07,189 --> 00:16:05,279 afford 473 00:16:09,110 --> 00:16:07,199 but you can never have a function that 474 00:16:09,910 --> 00:16:09,120 relies on having known the last digit of 475 00:16:11,590 --> 00:16:09,920 pi 476 00:16:13,430 --> 00:16:11,600 where there is nothing where you feed in 477 00:16:15,430 --> 00:16:13,440 pi and you get a result 478 00:16:17,670 --> 00:16:15,440 you can only feed in a number of digits 479 00:16:21,110 --> 00:16:17,680 of pi and you get a partial result 480 00:16:22,710 --> 00:16:21,120 and uh this result has the property that 481 00:16:24,790 --> 00:16:22,720 for 482 00:16:26,230 --> 00:16:24,800 it converges because the digits that you 483 00:16:28,470 --> 00:16:26,240 get 484 00:16:29,910 --> 00:16:28,480 denotes smaller and smaller fractions of 485 00:16:32,150 --> 00:16:29,920 pi and so the 486 00:16:34,230 --> 00:16:32,160 results tend to converge to something 487 00:16:35,430 --> 00:16:34,240 but ultimately you don't know the end of 488 00:16:38,230 --> 00:16:35,440 it 489 00:16:38,710 --> 00:16:38,240 and uh so we have to be fair to girdle 490 00:16:41,350 --> 00:16:38,720 to 491 00:16:43,749 --> 00:16:41,360 uh he he did not believe in computation 492 00:16:46,470 --> 00:16:43,759 as a solution he's he was uh 493 00:16:47,829 --> 00:16:46,480 strongly buried to this pre-constructive 494 00:16:48,870 --> 00:16:47,839 mathematics and non-constructive 495 00:16:51,509 --> 00:16:48,880 mathematics and 496 00:16:52,230 --> 00:16:51,519 he basically thought that mathematics is 497 00:16:53,990 --> 00:16:52,240 somehow 498 00:16:55,430 --> 00:16:54,000 it has a big problem in itself and it 499 00:16:57,110 --> 00:16:55,440 doesn't it was just a problem of the 500 00:16:57,590 --> 00:16:57,120 formatization that mathematicians have 501 00:17:00,949 --> 00:16:57,600 been 502 00:17:03,430 --> 00:17:00,959 using for a long time okay so uh let's 503 00:17:06,789 --> 00:17:03,440 get back to your original question 504 00:17:08,870 --> 00:17:06,799 yeah well we just have it up again 505 00:17:09,990 --> 00:17:08,880 what is real also we're talking about 506 00:17:13,350 --> 00:17:10,000 this pi 507 00:17:15,110 --> 00:17:13,360 does the number pi exist oh no 508 00:17:16,870 --> 00:17:15,120 like this sounds a bit odd but to some 509 00:17:18,309 --> 00:17:16,880 people it's like well the pythagorean 510 00:17:19,189 --> 00:17:18,319 theorem was discovered it wasn't 511 00:17:22,309 --> 00:17:19,199 invented that 512 00:17:25,029 --> 00:17:22,319 the pythagorean theorem for example is 513 00:17:25,510 --> 00:17:25,039 true regardless of if humans are around 514 00:17:27,750 --> 00:17:25,520 okay 515 00:17:29,909 --> 00:17:27,760 then we can say does one exist did we 516 00:17:32,470 --> 00:17:29,919 discover the number one or did it exist 517 00:17:33,190 --> 00:17:32,480 and then we can similarly ask does pi 518 00:17:38,230 --> 00:17:33,200 exist 519 00:17:41,750 --> 00:17:41,350 i think that pi is being constructed and 520 00:17:44,150 --> 00:17:41,760 there 521 00:17:45,669 --> 00:17:44,160 are is a procedure for this construction 522 00:17:47,830 --> 00:17:45,679 that we have discovered 523 00:17:49,669 --> 00:17:47,840 and pi is as real as the mandelbrot 524 00:17:51,750 --> 00:17:49,679 fractal 525 00:17:52,870 --> 00:17:51,760 there is real in pretty much the same 526 00:17:56,230 --> 00:17:52,880 sense right there is this 527 00:17:58,070 --> 00:17:56,240 pattern that is self-contained 528 00:18:00,070 --> 00:17:58,080 it is uh there whether you are looking 529 00:18:03,270 --> 00:18:00,080 at it or not and it's a pattern 530 00:18:03,830 --> 00:18:03,280 that cannot physically exist at least 531 00:18:05,510 --> 00:18:03,840 not at 532 00:18:07,669 --> 00:18:05,520 an infinite resolution because it's a 533 00:18:08,310 --> 00:18:07,679 pattern that is defined with a procedure 534 00:18:10,470 --> 00:18:08,320 that 535 00:18:11,990 --> 00:18:10,480 gives you more resolution the deeper you 536 00:18:14,070 --> 00:18:12,000 get into it 537 00:18:15,750 --> 00:18:14,080 and you will never know the last details 538 00:18:17,350 --> 00:18:15,760 of the mandelbrot fractal and the same 539 00:18:20,230 --> 00:18:17,360 way you will never know 540 00:18:21,270 --> 00:18:20,240 the last details of pi right but there's 541 00:18:23,029 --> 00:18:21,280 a difference between 542 00:18:24,230 --> 00:18:23,039 whether or not we can know it whether or 543 00:18:25,350 --> 00:18:24,240 not it's computable and whether or not 544 00:18:28,230 --> 00:18:25,360 it exists 545 00:18:29,990 --> 00:18:28,240 i think that pi in the sense that you 546 00:18:32,390 --> 00:18:30,000 say it's 547 00:18:33,990 --> 00:18:32,400 defined with the last details does not 548 00:18:36,470 --> 00:18:34,000 exist but 549 00:18:37,190 --> 00:18:36,480 because it cannot be implemented there 550 00:18:40,470 --> 00:18:37,200 can be no 551 00:18:43,590 --> 00:18:40,480 system built into the universe that 552 00:18:46,950 --> 00:18:43,600 is uh expressing the last digits of pi 553 00:18:49,110 --> 00:18:46,960 so the last digits of pi do not exist 554 00:18:50,950 --> 00:18:49,120 in the sense that they are real that 555 00:18:51,830 --> 00:18:50,960 they are there somehow that they are out 556 00:18:53,590 --> 00:18:51,840 there 557 00:18:55,669 --> 00:18:53,600 and influence anything that they have a 558 00:18:58,150 --> 00:18:55,679 causal influence on something else 559 00:18:59,590 --> 00:18:58,160 and for something to exist it uh i think 560 00:19:01,190 --> 00:18:59,600 it is implemented 561 00:19:02,870 --> 00:19:01,200 in such a way that it has a causal 562 00:19:06,310 --> 00:19:02,880 influence on other things 563 00:19:08,630 --> 00:19:06,320 and uh can be uh consistently described 564 00:19:10,950 --> 00:19:08,640 with a model that is describing that 565 00:19:14,950 --> 00:19:10,960 causal influence 566 00:19:21,590 --> 00:19:18,070 not all of them so and right there's a 567 00:19:23,590 --> 00:19:21,600 large number n yeah so 568 00:19:25,110 --> 00:19:23,600 i would say that the integers are a 569 00:19:28,390 --> 00:19:25,120 model they're a way of 570 00:19:31,590 --> 00:19:28,400 talking about things that are real 571 00:19:32,950 --> 00:19:31,600 but it's pointless to say that this 572 00:19:34,789 --> 00:19:32,960 model exists 573 00:19:36,470 --> 00:19:34,799 because well it's a structure that is 574 00:19:38,070 --> 00:19:36,480 being constructed the 575 00:19:40,710 --> 00:19:38,080 implementation of the structure in your 576 00:19:43,830 --> 00:19:40,720 own mind is being constructed the 577 00:19:46,070 --> 00:19:43,840 realization of piano's arithmetic 578 00:19:48,310 --> 00:19:46,080 in a computational system exists in a 579 00:19:48,710 --> 00:19:48,320 way it's implemented to such a degree 580 00:19:52,070 --> 00:19:48,720 that 581 00:19:53,350 --> 00:19:52,080 can be stable enough to allow us to 582 00:19:55,350 --> 00:19:53,360 perform computations 583 00:19:56,789 --> 00:19:55,360 with a certain accuracy and at some 584 00:19:58,070 --> 00:19:56,799 point these computers are going to fall 585 00:20:01,430 --> 00:19:58,080 apart 586 00:20:03,270 --> 00:20:01,440 what i would say exists is 587 00:20:05,029 --> 00:20:03,280 one way of looking at this and it's 588 00:20:07,350 --> 00:20:05,039 basically a thesis that i don't know how 589 00:20:11,430 --> 00:20:07,360 to prove is that there is a causally 590 00:20:13,029 --> 00:20:11,440 closed lowest layer that exists 591 00:20:15,909 --> 00:20:13,039 and this is basically the mechanics of 592 00:20:19,510 --> 00:20:15,919 the universe some kind of automaton that 593 00:20:21,190 --> 00:20:19,520 produces everything that happens 594 00:20:23,510 --> 00:20:21,200 and there seems to be something right 595 00:20:26,789 --> 00:20:23,520 something seems to be real 596 00:20:28,310 --> 00:20:26,799 and um why is there something rather 597 00:20:30,230 --> 00:20:28,320 than laughing i don't know why that is 598 00:20:31,830 --> 00:20:30,240 in some sense it's the most obscene 599 00:20:33,510 --> 00:20:31,840 thing that something exists rather than 600 00:20:35,669 --> 00:20:33,520 nothing it's tremendous 601 00:20:37,110 --> 00:20:35,679 it's much more confusing than everything 602 00:20:39,590 --> 00:20:37,120 else i'm aware of 603 00:20:41,669 --> 00:20:39,600 and the easiest explanation for that is 604 00:20:44,549 --> 00:20:41,679 that existence is the default 605 00:20:46,830 --> 00:20:44,559 so perhaps everything that can exist 606 00:20:48,630 --> 00:20:46,840 which means implemented without 607 00:20:50,870 --> 00:20:48,640 contradictions 608 00:20:52,789 --> 00:20:50,880 exist somehow and so you have the 609 00:20:54,710 --> 00:20:52,799 superposition of all these computational 610 00:20:56,230 --> 00:20:54,720 operators and some of these 611 00:20:57,830 --> 00:20:56,240 regions of the resulting fractal 612 00:20:59,750 --> 00:20:57,840 contains s 613 00:21:01,430 --> 00:20:59,760 right so i'm sure you've heard of the 614 00:21:02,710 --> 00:21:01,440 multiverse this sounds similar to the 615 00:21:03,669 --> 00:21:02,720 multiverse that anything that can't 616 00:21:06,950 --> 00:21:03,679 happen 617 00:21:09,669 --> 00:21:06,960 form 618 00:21:11,430 --> 00:21:09,679 we had a power outage i'm sorry and the 619 00:21:14,549 --> 00:21:11,440 and the worst thing the oh 620 00:21:15,990 --> 00:21:14,559 the audio is gone okay okay that's okay 621 00:21:16,549 --> 00:21:16,000 i hope that you're recording on your 622 00:21:19,430 --> 00:21:16,559 site yes 623 00:21:20,870 --> 00:21:19,440 yeah yeah i am i'm thoroughly recording 624 00:21:23,510 --> 00:21:20,880 good 625 00:21:24,070 --> 00:21:23,520 okay yeah okay he is conspiring against 626 00:21:25,590 --> 00:21:24,080 us 627 00:21:27,669 --> 00:21:25,600 yeah that's all right it doesn't want 628 00:21:31,029 --> 00:21:27,679 the secrets revealed 629 00:21:32,470 --> 00:21:31,039 okay okay so so yosha 630 00:21:34,310 --> 00:21:32,480 i was asking what's the difference 631 00:21:37,029 --> 00:21:34,320 between what you just mentioned 632 00:21:38,950 --> 00:21:37,039 and the multiverse idea which is 633 00:21:41,750 --> 00:21:38,960 something akin to 634 00:21:42,310 --> 00:21:41,760 whatever can exist whatever is possible 635 00:21:43,990 --> 00:21:42,320 exists 636 00:21:46,390 --> 00:21:44,000 in some way shape or form in some other 637 00:21:49,830 --> 00:21:46,400 universe i think that the 638 00:21:53,110 --> 00:21:49,840 uh multiverse in the everett villagram 639 00:21:56,470 --> 00:21:53,120 version this idea that there is 640 00:21:59,510 --> 00:21:56,480 basically at every decision of 641 00:22:01,270 --> 00:21:59,520 the quantum collapse 642 00:22:03,830 --> 00:22:01,280 the collapse of the wave function the 643 00:22:05,909 --> 00:22:03,840 universe splits into copies of itself 644 00:22:07,510 --> 00:22:05,919 is a slightly different conception it's 645 00:22:09,510 --> 00:22:07,520 basically a mathematical 646 00:22:10,830 --> 00:22:09,520 paradigm that describes that the 647 00:22:14,149 --> 00:22:10,840 universe is 648 00:22:16,149 --> 00:22:14,159 branching in ways that parts 649 00:22:17,909 --> 00:22:16,159 of the description of the universe no 650 00:22:21,190 --> 00:22:17,919 longer causally influence the other 651 00:22:23,270 --> 00:22:21,200 parts of the description of the universe 652 00:22:24,390 --> 00:22:23,280 imagine that you are describing the 653 00:22:27,110 --> 00:22:24,400 world as 654 00:22:27,750 --> 00:22:27,120 something like a cellular automaton and 655 00:22:29,430 --> 00:22:27,760 uh 656 00:22:30,789 --> 00:22:29,440 in the cellular automaton you have 657 00:22:32,870 --> 00:22:30,799 particles interaction 658 00:22:34,470 --> 00:22:32,880 interactions which might be like gliders 659 00:22:36,230 --> 00:22:34,480 in the game of life like these 660 00:22:38,390 --> 00:22:36,240 regular patterns that might influence 661 00:22:41,270 --> 00:22:38,400 each other and change state and 662 00:22:41,990 --> 00:22:41,280 move through the topology of a space 663 00:22:45,669 --> 00:22:42,000 that you define 664 00:22:47,270 --> 00:22:45,679 in a certain way and uh it this thing is 665 00:22:49,909 --> 00:22:47,280 defined in such a way that 666 00:22:51,669 --> 00:22:49,919 the computation of the entire thing is 667 00:22:55,029 --> 00:22:51,679 very inefficient because 668 00:22:59,270 --> 00:22:55,039 it at every step the thing splits up 669 00:23:01,350 --> 00:22:59,280 into many many sub topologies in which 670 00:23:02,630 --> 00:23:01,360 you have copies of these sliders or 671 00:23:04,390 --> 00:23:02,640 variants of these sliders 672 00:23:06,549 --> 00:23:04,400 moving about in different ways but only 673 00:23:09,110 --> 00:23:06,559 a subset of the gliders is going to 674 00:23:11,110 --> 00:23:09,120 influence the others so from the 675 00:23:13,750 --> 00:23:11,120 perspective of the future of this 676 00:23:15,750 --> 00:23:13,760 of any kind of system the only things 677 00:23:18,070 --> 00:23:15,760 that are real to you are those that can 678 00:23:20,789 --> 00:23:18,080 causely influence you 679 00:23:22,070 --> 00:23:20,799 and if something moves away from you in 680 00:23:24,230 --> 00:23:22,080 a way that it can no longer 681 00:23:26,230 --> 00:23:24,240 causally influence you and because it's 682 00:23:28,230 --> 00:23:26,240 no longer occupying the same space in a 683 00:23:29,669 --> 00:23:28,240 way 684 00:23:31,270 --> 00:23:29,679 but we basically have a space with 685 00:23:33,350 --> 00:23:31,280 dimensionality that increases and 686 00:23:36,390 --> 00:23:33,360 increases and increases 687 00:23:37,029 --> 00:23:36,400 and this might look like it's extremely 688 00:23:39,909 --> 00:23:37,039 wasteful 689 00:23:41,909 --> 00:23:39,919 but that's only from the perspective of 690 00:23:44,149 --> 00:23:41,919 somebody who is outside of the system 691 00:23:47,029 --> 00:23:44,159 and cares about one of the timelines 692 00:23:49,269 --> 00:23:47,039 of the system and we only exist visit 693 00:23:52,710 --> 00:23:49,279 one of those trajectories inside 694 00:23:54,710 --> 00:23:52,720 and for us we would only experience 695 00:23:56,149 --> 00:23:54,720 a smaller and smaller fraction of the 696 00:23:59,590 --> 00:23:56,159 resulting computation 697 00:24:01,269 --> 00:23:59,600 at every moment and or in the future as 698 00:24:02,549 --> 00:24:01,279 a in potentia 699 00:24:04,310 --> 00:24:02,559 and this is in some sense was this 700 00:24:06,310 --> 00:24:04,320 multiverse idea describes it's a 701 00:24:10,549 --> 00:24:06,320 particular mathematical formalism 702 00:24:12,310 --> 00:24:10,559 it's not exactly the same as uh the one 703 00:24:14,470 --> 00:24:12,320 the thing that i just described because 704 00:24:16,789 --> 00:24:14,480 that is independent of the idea of such 705 00:24:19,110 --> 00:24:16,799 a multiverse 706 00:24:20,789 --> 00:24:19,120 so uh what what i described is a way to 707 00:24:22,230 --> 00:24:20,799 look at the universe as something like 708 00:24:24,390 --> 00:24:22,240 in evolving fractals you have a 709 00:24:26,470 --> 00:24:24,400 generator function that produces 710 00:24:28,070 --> 00:24:26,480 all the possible generator function by 711 00:24:30,070 --> 00:24:28,080 just enumerating them and just 712 00:24:31,510 --> 00:24:30,080 executing them in parallel and as a 713 00:24:34,470 --> 00:24:31,520 result you get 714 00:24:36,310 --> 00:24:34,480 a time space and matter and structure 715 00:24:39,269 --> 00:24:36,320 matter is basically the structure that 716 00:24:40,789 --> 00:24:39,279 is evolving in this phase and is 717 00:24:42,710 --> 00:24:40,799 propelled along it and space 718 00:24:44,470 --> 00:24:42,720 is a set of locations that you can 719 00:24:45,750 --> 00:24:44,480 discern that can contain information 720 00:24:47,350 --> 00:24:45,760 that is discernible 721 00:24:49,590 --> 00:24:47,360 and the ways that the information can 722 00:24:53,190 --> 00:24:49,600 travel between these locations 723 00:24:54,789 --> 00:24:53,200 and uh yeah so you're saying that 724 00:24:55,990 --> 00:24:54,799 we can produce some subsets that are 725 00:24:57,590 --> 00:24:56,000 causally closed and then there are 726 00:24:59,269 --> 00:24:57,600 others that don't influence us at all 727 00:25:01,029 --> 00:24:59,279 and to us whoever lives within this 728 00:25:01,510 --> 00:25:01,039 causally closed place so you know what i 729 00:25:04,549 --> 00:25:01,520 mean they 730 00:25:06,230 --> 00:25:04,559 are constantly looping back to us so 731 00:25:08,149 --> 00:25:06,240 you send a signal into the universe this 732 00:25:08,710 --> 00:25:08,159 uni signal is going to influence certain 733 00:25:11,110 --> 00:25:08,720 things 734 00:25:13,110 --> 00:25:11,120 and as a result you you get feedback 735 00:25:13,430 --> 00:25:13,120 from this right you push a certain thing 736 00:25:15,669 --> 00:25:13,440 and 737 00:25:17,669 --> 00:25:15,679 you see the results of what you pushed 738 00:25:19,269 --> 00:25:17,679 because photons are bounced off that 739 00:25:22,230 --> 00:25:19,279 thing that you are pushing 740 00:25:22,549 --> 00:25:22,240 and there is a limit to that that is uh 741 00:25:26,310 --> 00:25:22,559 the 742 00:25:28,230 --> 00:25:26,320 something goes uh 743 00:25:29,909 --> 00:25:28,240 beyond the region from which light can 744 00:25:31,750 --> 00:25:29,919 reach us it's 745 00:25:34,149 --> 00:25:31,760 it no longer has a causal influence to 746 00:25:36,549 --> 00:25:34,159 us and the multiverse theory is that 747 00:25:38,870 --> 00:25:36,559 uh the there is not just this boundary 748 00:25:41,350 --> 00:25:38,880 uh in a very very large distance 749 00:25:43,029 --> 00:25:41,360 but there is a boundary next to us where 750 00:25:46,870 --> 00:25:43,039 we do things that 751 00:25:48,230 --> 00:25:46,880 lead to information flowing away from us 752 00:25:49,590 --> 00:25:48,240 and not coming back to us 753 00:25:51,669 --> 00:25:49,600 still there is a conservation of 754 00:25:52,870 --> 00:25:51,679 information this conservation of 755 00:25:55,430 --> 00:25:52,880 information is that 756 00:25:56,710 --> 00:25:55,440 we can always basically in some sense 757 00:25:58,789 --> 00:25:56,720 figure out what we did 758 00:26:00,070 --> 00:25:58,799 because all the influences that matter 759 00:26:02,549 --> 00:26:00,080 get back to us 760 00:26:04,070 --> 00:26:02,559 and of course uh the there is a little 761 00:26:05,830 --> 00:26:04,080 bit of a tautology in there 762 00:26:07,669 --> 00:26:05,840 if we are producing things in the 763 00:26:09,909 --> 00:26:07,679 universe with our actions that in some 764 00:26:11,510 --> 00:26:09,919 sense would generate new information 765 00:26:14,789 --> 00:26:11,520 that goes away from us and doesn't come 766 00:26:17,269 --> 00:26:14,799 back we would never know about it 767 00:26:19,190 --> 00:26:17,279 and in some sense the multiverse is an 768 00:26:22,549 --> 00:26:19,200 inevitable description 769 00:26:24,230 --> 00:26:22,559 of such a universe that where the 770 00:26:26,149 --> 00:26:24,240 collapse of the wave function can happen 771 00:26:26,710 --> 00:26:26,159 in multiple ways where are the other 772 00:26:29,269 --> 00:26:26,720 ways 773 00:26:30,950 --> 00:26:29,279 happening where are they going why is it 774 00:26:32,789 --> 00:26:30,960 that we only experience this particular 775 00:26:34,710 --> 00:26:32,799 collapse of the wave function and the 776 00:26:36,230 --> 00:26:34,720 multiverse theory is a possible answer 777 00:26:37,669 --> 00:26:36,240 to that 778 00:26:39,830 --> 00:26:37,679 and there are other possible answers to 779 00:26:41,990 --> 00:26:39,840 that um one could be that 780 00:26:44,070 --> 00:26:42,000 for instance the collapse of the wave 781 00:26:46,230 --> 00:26:44,080 function is deterministic 782 00:26:47,350 --> 00:26:46,240 in in this in a certain sense and that 783 00:26:50,070 --> 00:26:47,360 is 784 00:26:51,750 --> 00:26:50,080 means that it's influenced by things 785 00:26:54,549 --> 00:26:51,760 that are non-local 786 00:26:56,149 --> 00:26:54,559 and that we cannot pinpoint do you 787 00:27:00,549 --> 00:26:56,159 believe that the universe is ultimately 788 00:27:03,909 --> 00:27:02,870 i don't really have beliefs about that i 789 00:27:06,070 --> 00:27:03,919 i think that the 790 00:27:09,990 --> 00:27:06,080 conservation of information seems to 791 00:27:11,669 --> 00:27:10,000 imply that the universe is deterministic 792 00:27:13,110 --> 00:27:11,679 it also depends on what you see as 793 00:27:14,950 --> 00:27:13,120 determinism or in determinism a 794 00:27:16,870 --> 00:27:14,960 deterministic function is one that gives 795 00:27:18,470 --> 00:27:16,880 the same result every time 796 00:27:20,149 --> 00:27:18,480 so the universe being deterministic 797 00:27:22,389 --> 00:27:20,159 means we can't find a function 798 00:27:23,350 --> 00:27:22,399 that describes everything using the same 799 00:27:25,029 --> 00:27:23,360 function 800 00:27:27,110 --> 00:27:25,039 and if it's an independent deterministic 801 00:27:29,590 --> 00:27:27,120 one you get a different result 802 00:27:31,430 --> 00:27:29,600 every time as a transition between 803 00:27:34,710 --> 00:27:31,440 adjacent states of a system 804 00:27:38,070 --> 00:27:34,720 and you can express this by taking 805 00:27:40,870 --> 00:27:38,080 a deterministic function and adding some 806 00:27:42,710 --> 00:27:40,880 of infinitely long string of random 807 00:27:43,990 --> 00:27:42,720 numbers or a string of random numbers 808 00:27:46,789 --> 00:27:44,000 that is longer than 809 00:27:48,149 --> 00:27:46,799 you can observe and in this case you 810 00:27:51,750 --> 00:27:48,159 will have an irregularity 811 00:27:53,669 --> 00:27:51,760 that is not predictable and so 812 00:27:56,870 --> 00:27:53,679 you can always find in some sense a 813 00:27:58,870 --> 00:27:56,880 deterministic model to describe a system 814 00:27:59,990 --> 00:27:58,880 unless you can completely see how it's 815 00:28:02,950 --> 00:28:00,000 made 816 00:28:04,230 --> 00:28:02,960 up and this problem is that we cannot 817 00:28:06,070 --> 00:28:04,240 understand the makeup of an 818 00:28:06,950 --> 00:28:06,080 indeterministic system you cannot open a 819 00:28:09,350 --> 00:28:06,960 box and see 820 00:28:10,149 --> 00:28:09,360 a true random number generator because a 821 00:28:13,190 --> 00:28:10,159 true random 822 00:28:14,870 --> 00:28:13,200 number generator cannot be constructed 823 00:28:16,789 --> 00:28:14,880 and you can construct a function that 824 00:28:18,470 --> 00:28:16,799 gives you the digits of pi 825 00:28:20,070 --> 00:28:18,480 but you cannot construct a function that 826 00:28:24,070 --> 00:28:20,080 gives you a an 827 00:28:27,590 --> 00:28:25,830 what do you think is giving rise to the 828 00:28:29,510 --> 00:28:27,600 initial conditions you mentioned that 829 00:28:31,830 --> 00:28:29,520 maybe existence is the default 830 00:28:32,870 --> 00:28:31,840 what gives rise to that and what gives 831 00:28:34,870 --> 00:28:32,880 you the 832 00:28:36,310 --> 00:28:34,880 rules maybe there are no initial 833 00:28:38,870 --> 00:28:36,320 conditions 834 00:28:39,990 --> 00:28:38,880 so uh the big bang is not in some sense 835 00:28:41,909 --> 00:28:40,000 initial condition 836 00:28:43,590 --> 00:28:41,919 of the universe itself its initial 837 00:28:44,630 --> 00:28:43,600 condition from the perspective of an 838 00:28:47,110 --> 00:28:44,640 observer 839 00:28:48,070 --> 00:28:47,120 when we uh look at the universe we 840 00:28:53,029 --> 00:28:48,080 notice that 841 00:28:57,269 --> 00:28:55,269 there's it's not symmetrical right there 842 00:28:59,590 --> 00:28:57,279 isn't a symmetry in the universe 843 00:29:01,430 --> 00:28:59,600 but it's reversible in the sense that 844 00:29:03,350 --> 00:29:01,440 every state seems to have exactly one 845 00:29:06,470 --> 00:29:03,360 preceding state 846 00:29:08,710 --> 00:29:06,480 and this means that there are parts 847 00:29:10,549 --> 00:29:08,720 of the in the universe that remember 848 00:29:13,269 --> 00:29:10,559 other parts of the universe 849 00:29:14,710 --> 00:29:13,279 if you are for instance taking a a 850 00:29:15,430 --> 00:29:14,720 billiard ball and you send it through 851 00:29:18,549 --> 00:29:15,440 the universe 852 00:29:20,470 --> 00:29:18,559 then there is a reversibility in this 853 00:29:21,830 --> 00:29:20,480 because you could if you would trace uh 854 00:29:23,269 --> 00:29:21,840 all the interactions that the billiard 855 00:29:26,389 --> 00:29:23,279 ball enters uh 856 00:29:28,149 --> 00:29:26,399 directly and do this in the inverse you 857 00:29:30,070 --> 00:29:28,159 could basically restore the state that 858 00:29:30,710 --> 00:29:30,080 existed before the billiard ball entered 859 00:29:32,230 --> 00:29:30,720 it 860 00:29:34,549 --> 00:29:32,240 but you also see this fundamental 861 00:29:36,149 --> 00:29:34,559 asymmetry and this is the stuff behind 862 00:29:37,110 --> 00:29:36,159 the billiard ball remembers the billiard 863 00:29:38,710 --> 00:29:37,120 ball passing 864 00:29:40,149 --> 00:29:38,720 and the stuff before the billiard ball 865 00:29:41,669 --> 00:29:40,159 doesn't yet know that it comes it 866 00:29:42,630 --> 00:29:41,679 doesn't remember that the billiard ball 867 00:29:44,789 --> 00:29:42,640 will 868 00:29:45,830 --> 00:29:44,799 soon cross through this area and break 869 00:29:47,830 --> 00:29:45,840 some havoc 870 00:29:48,870 --> 00:29:47,840 and change things right and this means 871 00:29:50,950 --> 00:29:48,880 that there is this 872 00:29:52,070 --> 00:29:50,960 entropic arrow in the universe and this 873 00:29:55,430 --> 00:29:52,080 describes in 874 00:29:57,350 --> 00:29:55,440 in one direction that 875 00:29:59,830 --> 00:29:57,360 in which way information gets dispersed 876 00:30:02,549 --> 00:29:59,840 to the universe in which way locations 877 00:30:03,269 --> 00:30:02,559 begin remembering uh the state of other 878 00:30:05,029 --> 00:30:03,279 locations 879 00:30:07,110 --> 00:30:05,039 in which way information gets smeared 880 00:30:09,430 --> 00:30:07,120 around between locations 881 00:30:11,029 --> 00:30:09,440 and there is an ideal state that this 882 00:30:12,310 --> 00:30:11,039 hasn't happened yet where all the 883 00:30:13,830 --> 00:30:12,320 locations uh 884 00:30:15,269 --> 00:30:13,840 have information that self-contained 885 00:30:16,070 --> 00:30:15,279 that is not correlated with other 886 00:30:17,830 --> 00:30:16,080 information 887 00:30:19,430 --> 00:30:17,840 in other locations and this is the big 888 00:30:23,830 --> 00:30:19,440 bank state 889 00:30:25,590 --> 00:30:23,840 the opposite direction so 890 00:30:28,070 --> 00:30:25,600 if you would move to the time before the 891 00:30:30,149 --> 00:30:28,080 big bank state the entropic arrow points 892 00:30:32,149 --> 00:30:30,159 away from the big bang so basically 893 00:30:33,269 --> 00:30:32,159 uh all the directions that point away 894 00:30:36,789 --> 00:30:33,279 from the big bang 895 00:30:39,830 --> 00:30:36,799 in time are future of the big bang 896 00:30:42,389 --> 00:30:39,840 because they're all ones that remember a 897 00:30:44,870 --> 00:30:42,399 trajectory that ends in this ideal 898 00:30:45,430 --> 00:30:44,880 original state where the information is 899 00:30:47,190 --> 00:30:45,440 perfectly 900 00:30:48,549 --> 00:30:47,200 correlated with location but this 901 00:30:49,750 --> 00:30:48,559 doesn't mean that the big bank state has 902 00:30:51,830 --> 00:30:49,760 ever existed 903 00:30:53,350 --> 00:30:51,840 it's just a mathematical description of 904 00:30:56,470 --> 00:30:53,360 a singularity in 905 00:30:58,230 --> 00:30:56,480 our entropic era of time 906 00:30:59,990 --> 00:30:58,240 i'm not clear what you mean by that 907 00:31:01,830 --> 00:31:00,000 there's a memory of the 908 00:31:02,870 --> 00:31:01,840 of the state but either way when you say 909 00:31:04,470 --> 00:31:02,880 that there's the big bang and then 910 00:31:06,070 --> 00:31:04,480 there's an entropic arrow 911 00:31:08,549 --> 00:31:06,080 there's a huge mystery a mystery in 912 00:31:10,070 --> 00:31:08,559 physics about the arrow of time 913 00:31:11,990 --> 00:31:10,080 like what is time and why does it move 914 00:31:13,750 --> 00:31:12,000 forward is it static like you mentioned 915 00:31:15,909 --> 00:31:13,760 if we conceptualize the world in 916 00:31:16,950 --> 00:31:15,919 classical non-constructivist mathematics 917 00:31:20,870 --> 00:31:16,960 then there's no 918 00:31:24,389 --> 00:31:20,880 room for time what is time in your model 919 00:31:25,269 --> 00:31:24,399 it's time fundamental um i think that if 920 00:31:28,310 --> 00:31:25,279 you 921 00:31:31,990 --> 00:31:28,320 have a system that is 922 00:31:33,590 --> 00:31:32,000 multi-stable and it it's 923 00:31:35,669 --> 00:31:33,600 moving between these states right it 924 00:31:36,310 --> 00:31:35,679 needs to be able to be influenced by the 925 00:31:39,110 --> 00:31:36,320 environment 926 00:31:41,350 --> 00:31:39,120 and as a result form some kind of memory 927 00:31:43,830 --> 00:31:41,360 the memory means that 928 00:31:44,630 --> 00:31:43,840 as a result of an observation at the 929 00:31:46,710 --> 00:31:44,640 system-made 930 00:31:48,149 --> 00:31:46,720 environment it's changing its internal 931 00:31:51,269 --> 00:31:48,159 state in a particular 932 00:31:53,669 --> 00:31:51,279 deterministic way and 933 00:31:55,669 --> 00:31:53,679 the way that we've described our 934 00:31:58,630 --> 00:31:55,679 universe we noticed that 935 00:32:00,630 --> 00:31:58,640 we can describe our universe in terms of 936 00:32:03,190 --> 00:32:00,640 states of which some 937 00:32:05,509 --> 00:32:03,200 explain this current state by being its 938 00:32:07,750 --> 00:32:05,519 past 939 00:32:09,430 --> 00:32:07,760 you could also say imagine you enumerate 940 00:32:11,269 --> 00:32:09,440 all the possible universe states and 941 00:32:13,590 --> 00:32:11,279 some of these states will look like 942 00:32:14,389 --> 00:32:13,600 they contain the memory of past states 943 00:32:16,630 --> 00:32:14,399 because they are 944 00:32:17,590 --> 00:32:16,640 can be the result of a state transition 945 00:32:19,430 --> 00:32:17,600 where you are 946 00:32:20,870 --> 00:32:19,440 using a permutation on previous bits 947 00:32:22,950 --> 00:32:20,880 basically the laws of physics 948 00:32:24,149 --> 00:32:22,960 and you get to the next state and as if 949 00:32:27,509 --> 00:32:24,159 you go backwards 950 00:32:27,990 --> 00:32:27,519 you get a timeline and all the possible 951 00:32:30,630 --> 00:32:28,000 timelines 952 00:32:31,750 --> 00:32:30,640 in the space of uh the enumeration of 953 00:32:33,990 --> 00:32:31,760 universe states 954 00:32:35,350 --> 00:32:34,000 these are all the possible temporally 955 00:32:37,750 --> 00:32:35,360 extended universes 956 00:32:38,470 --> 00:32:37,760 from the perspective of an observer uh 957 00:32:41,509 --> 00:32:38,480 time is 958 00:32:42,470 --> 00:32:41,519 uh in some sense the rate of change in 959 00:32:45,029 --> 00:32:42,480 the environment 960 00:32:46,630 --> 00:32:45,039 as uh observed by the observer which 961 00:32:47,909 --> 00:32:46,640 means it's relative to the rate of 962 00:32:50,070 --> 00:32:47,919 change in the observer 963 00:32:52,389 --> 00:32:50,080 so from observer perspective time is 964 00:32:55,669 --> 00:32:52,399 intrinsically relativistic 965 00:32:58,470 --> 00:32:55,679 from uh the perspective of outside of 966 00:33:00,389 --> 00:32:58,480 the system which we cannot take 967 00:33:01,750 --> 00:33:00,399 time would be state transition so there 968 00:33:04,070 --> 00:33:01,760 is a way in which you 969 00:33:05,350 --> 00:33:04,080 would enumerate the states by uh 970 00:33:08,549 --> 00:33:05,360 defining a function 971 00:33:12,149 --> 00:33:09,990 okay you just mentioned from the 972 00:33:12,950 --> 00:33:12,159 perspective of of an observer outside 973 00:33:16,230 --> 00:33:12,960 the system 974 00:33:17,509 --> 00:33:16,240 now in general relativity an observer is 975 00:33:19,830 --> 00:33:17,519 what follows the time-like 976 00:33:21,110 --> 00:33:19,840 curve okay so you're in the cone can't 977 00:33:22,710 --> 00:33:21,120 be spaced like can't be null 978 00:33:25,350 --> 00:33:22,720 now if you ask what's what what the heck 979 00:33:26,950 --> 00:33:25,360 is the experience of a photon 980 00:33:28,950 --> 00:33:26,960 we can't do that because an observer is 981 00:33:30,950 --> 00:33:28,960 defined as what's in the time-like 982 00:33:32,710 --> 00:33:30,960 cone the thing is the photon is not 983 00:33:33,350 --> 00:33:32,720 multi-stable the photon does not change 984 00:33:35,430 --> 00:33:33,360 state 985 00:33:37,269 --> 00:33:35,440 right that's why the photon is not able 986 00:33:39,430 --> 00:33:37,279 to observe 987 00:33:41,350 --> 00:33:39,440 the photon can be absorbed and 988 00:33:44,149 --> 00:33:41,360 re-emitted with different properties but 989 00:33:46,149 --> 00:33:44,159 by itself the photon doesn't change 990 00:33:47,509 --> 00:33:46,159 and uh only a system that is able to 991 00:33:49,509 --> 00:33:47,519 change state can observe 992 00:33:51,430 --> 00:33:49,519 and so whenever you have a particle 993 00:33:53,269 --> 00:33:51,440 system like you and me right like a 994 00:33:55,350 --> 00:33:53,279 single one a single one though what 995 00:33:57,430 --> 00:33:55,360 about a single particle 996 00:33:58,470 --> 00:33:57,440 uh it depends what kind of particle but 997 00:34:00,870 --> 00:33:58,480 uh so 998 00:34:01,909 --> 00:34:00,880 in some sense you can describe every uh 999 00:34:05,029 --> 00:34:01,919 particle system 1000 00:34:06,549 --> 00:34:05,039 as some kind of a compound particle but 1001 00:34:08,629 --> 00:34:06,559 it's basically depends on whether you 1002 00:34:11,069 --> 00:34:08,639 can uh change a property 1003 00:34:12,470 --> 00:34:11,079 of of that particle without that 1004 00:34:15,990 --> 00:34:12,480 particle 1005 00:34:18,869 --> 00:34:16,000 uh changing its identity so to speak 1006 00:34:19,669 --> 00:34:18,879 right so uh as as soon as this model of 1007 00:34:22,069 --> 00:34:19,679 the particle that 1008 00:34:23,829 --> 00:34:22,079 no longer applies you use a different 1009 00:34:25,190 --> 00:34:23,839 description 1010 00:34:27,270 --> 00:34:25,200 you used to write for edge i don't know 1011 00:34:29,190 --> 00:34:27,280 if you still do but in the 1012 00:34:31,829 --> 00:34:29,200 last question you wrote what is the 1013 00:34:34,790 --> 00:34:31,839 optimal algorithm for finding truth 1014 00:34:36,389 --> 00:34:34,800 i'm curious to know what is the optimal 1015 00:34:38,869 --> 00:34:36,399 algorithm 1016 00:34:39,669 --> 00:34:38,879 i don't know that so uh in some sense 1017 00:34:43,109 --> 00:34:39,679 the 1018 00:34:45,030 --> 00:34:43,119 this is a question for people that work 1019 00:34:48,550 --> 00:34:45,040 in artificial intelligence 1020 00:34:50,950 --> 00:34:48,560 that is when you exist in 1021 00:34:52,550 --> 00:34:50,960 circumstances that are learnable you try 1022 00:34:53,829 --> 00:34:52,560 to learn about these circumstances you 1023 00:34:56,069 --> 00:34:53,839 make a model of them 1024 00:34:57,510 --> 00:34:56,079 what's the best algorithm that you can 1025 00:34:59,910 --> 00:34:57,520 employ to 1026 00:35:01,829 --> 00:34:59,920 discover a model of what state you're in 1027 00:35:03,270 --> 00:35:01,839 and you can show that for the general 1028 00:35:05,109 --> 00:35:03,280 case that's not possible not every 1029 00:35:07,589 --> 00:35:05,119 system is learnable 1030 00:35:08,710 --> 00:35:07,599 but it seems that the set of universes 1031 00:35:11,750 --> 00:35:08,720 that can contain 1032 00:35:14,150 --> 00:35:11,760 us has certain limitations right not 1033 00:35:16,390 --> 00:35:14,160 every possible universe can contain us 1034 00:35:19,030 --> 00:35:16,400 the universe that can contain us is must 1035 00:35:21,829 --> 00:35:19,040 be essentially a controllable universe 1036 00:35:23,349 --> 00:35:21,839 from our perspective it seems that in 1037 00:35:26,230 --> 00:35:23,359 some sense 1038 00:35:28,390 --> 00:35:26,240 atoms control elementary particles and 1039 00:35:31,349 --> 00:35:28,400 molecules control atoms 1040 00:35:32,870 --> 00:35:31,359 and cells control molecules and 1041 00:35:36,710 --> 00:35:32,880 organisms 1042 00:35:38,710 --> 00:35:36,720 control cells and societies control 1043 00:35:40,390 --> 00:35:38,720 organisms and so on right so we look at 1044 00:35:41,670 --> 00:35:40,400 the hierarchy of control 1045 00:35:43,670 --> 00:35:41,680 it's a one way of looking at the 1046 00:35:46,950 --> 00:35:43,680 complexity that we're seeing 1047 00:35:48,390 --> 00:35:46,960 and a system that is being controlled 1048 00:35:49,990 --> 00:35:48,400 that has has some kind of control 1049 00:35:52,950 --> 00:35:50,000 structure 1050 00:35:54,470 --> 00:35:52,960 implies that the controller implements a 1051 00:35:56,870 --> 00:35:54,480 model of that what is controlling 1052 00:35:58,550 --> 00:35:56,880 otherwise it couldn't control it 1053 00:36:00,310 --> 00:35:58,560 right if you can implement a model of 1054 00:36:01,270 --> 00:36:00,320 something it means that the model is 1055 00:36:03,270 --> 00:36:01,280 discoverable 1056 00:36:05,270 --> 00:36:03,280 which means that the system is learnable 1057 00:36:06,870 --> 00:36:05,280 a controllable universe is a learnable 1058 00:36:10,069 --> 00:36:06,880 universe 1059 00:36:12,470 --> 00:36:10,079 will look random to us 1060 00:36:14,630 --> 00:36:12,480 they're not controllable but what we can 1061 00:36:16,550 --> 00:36:14,640 see is largely controllable right there 1062 00:36:17,270 --> 00:36:16,560 are some zero point fluctuations of the 1063 00:36:19,990 --> 00:36:17,280 universe 1064 00:36:21,190 --> 00:36:20,000 that we cannot control we don't know uh 1065 00:36:22,630 --> 00:36:21,200 where they come from we don't know how 1066 00:36:25,109 --> 00:36:22,640 to influence them 1067 00:36:26,150 --> 00:36:25,119 and uh the particles that we are looking 1068 00:36:27,589 --> 00:36:26,160 at are those 1069 00:36:29,589 --> 00:36:27,599 parts of the fluctuation that are 1070 00:36:31,109 --> 00:36:29,599 regular enough to be described in some 1071 00:36:33,990 --> 00:36:31,119 kind of good control model 1072 00:36:34,550 --> 00:36:34,000 it's tempting to think of the universe 1073 00:36:39,190 --> 00:36:34,560 like 1074 00:36:41,349 --> 00:36:39,200 ocean that is in constant fluctuation 1075 00:36:42,710 --> 00:36:41,359 and these fluctuations look uh random to 1076 00:36:43,589 --> 00:36:42,720 something that is swimming on that 1077 00:36:47,430 --> 00:36:43,599 surface 1078 00:36:49,349 --> 00:36:47,440 regular patterns 1079 00:36:50,870 --> 00:36:49,359 for some things like water vortices and 1080 00:36:53,829 --> 00:36:50,880 these water vertices need to have 1081 00:36:55,190 --> 00:36:53,839 particular properties to be stable and 1082 00:36:57,589 --> 00:36:55,200 when they have these properties they're 1083 00:36:59,510 --> 00:36:57,599 almost indestructible 1084 00:37:01,270 --> 00:36:59,520 basically there are is a certain number 1085 00:37:03,030 --> 00:37:01,280 of molecules that need to be 1086 00:37:04,950 --> 00:37:03,040 involved in a certain way as a certain 1087 00:37:06,790 --> 00:37:04,960 speed and then suddenly you get a vortex 1088 00:37:09,349 --> 00:37:06,800 that is so stable that it can only be 1089 00:37:09,829 --> 00:37:09,359 broken up by hitting other vortices that 1090 00:37:12,550 --> 00:37:09,839 have 1091 00:37:14,150 --> 00:37:12,560 compatible or uh properties that are in 1092 00:37:17,030 --> 00:37:14,160 some relationship to that 1093 00:37:18,550 --> 00:37:17,040 right and this is roughly i think a 1094 00:37:19,349 --> 00:37:18,560 model of the particle dynamics that 1095 00:37:21,270 --> 00:37:19,359 you're looking at 1096 00:37:22,390 --> 00:37:21,280 there are some patterns in in the 1097 00:37:24,150 --> 00:37:22,400 overall dynamics 1098 00:37:25,910 --> 00:37:24,160 that are so stable that they can be 1099 00:37:26,710 --> 00:37:25,920 described by control models and can be 1100 00:37:28,790 --> 00:37:26,720 exploited 1101 00:37:31,349 --> 00:37:28,800 by higher level control structures so 1102 00:37:32,950 --> 00:37:31,359 they give rise to complexity 1103 00:37:34,710 --> 00:37:32,960 and the ones that can't we just don't 1104 00:37:37,109 --> 00:37:34,720 observe them or we observe them 1105 00:37:37,990 --> 00:37:37,119 as random or we observe them as noise 1106 00:37:40,870 --> 00:37:38,000 yes 1107 00:37:42,710 --> 00:37:40,880 they're not predictable right they in 1108 00:37:44,870 --> 00:37:42,720 some sense the meaning of information 1109 00:37:45,910 --> 00:37:44,880 is its relationship to change in other 1110 00:37:48,790 --> 00:37:45,920 information 1111 00:37:50,470 --> 00:37:48,800 so if you see a blip on your retina the 1112 00:37:52,710 --> 00:37:50,480 relationship of that blip 1113 00:37:53,750 --> 00:37:52,720 to other blips of red on your retina is 1114 00:37:56,630 --> 00:37:53,760 the meaning that this 1115 00:37:58,150 --> 00:37:56,640 blip has right this meaning that you 1116 00:38:00,150 --> 00:37:58,160 discover is a function 1117 00:38:01,990 --> 00:38:00,160 that describes the relationship of blips 1118 00:38:03,430 --> 00:38:02,000 on your retina to each other to these 1119 00:38:05,589 --> 00:38:03,440 different changes as 1120 00:38:07,510 --> 00:38:05,599 uh for instance people in a room that is 1121 00:38:07,910 --> 00:38:07,520 lit and that the sunshine's on and these 1122 00:38:09,510 --> 00:38:07,920 people 1123 00:38:11,030 --> 00:38:09,520 walk around they exchange ideas and the 1124 00:38:12,550 --> 00:38:11,040 room is three-dimensional and so on and 1125 00:38:13,589 --> 00:38:12,560 so on right this is the function that 1126 00:38:15,589 --> 00:38:13,599 your brain discovers 1127 00:38:17,190 --> 00:38:15,599 to describe all the blips on your retina 1128 00:38:18,950 --> 00:38:17,200 there are other blips on your retina 1129 00:38:20,390 --> 00:38:18,960 that do not fit into this function and 1130 00:38:22,630 --> 00:38:20,400 these blips are noise 1131 00:38:24,310 --> 00:38:22,640 and there's a lot of noise on our retina 1132 00:38:25,990 --> 00:38:24,320 and in some sense this is also how we 1133 00:38:27,750 --> 00:38:26,000 interpret the universe everything where 1134 00:38:28,950 --> 00:38:27,760 we discover a relationship to the other 1135 00:38:30,950 --> 00:38:28,960 things 1136 00:38:32,310 --> 00:38:30,960 this is what we can model and the rest 1137 00:38:35,109 --> 00:38:32,320 is noise 1138 00:38:36,950 --> 00:38:35,119 and the amazing thing is that physics is 1139 00:38:39,190 --> 00:38:36,960 clarifying the universe to such a high 1140 00:38:40,550 --> 00:38:39,200 degree and there's so little noise left 1141 00:38:42,630 --> 00:38:40,560 do you think that ultimately there will 1142 00:38:44,069 --> 00:38:42,640 be no noise left that will be able to 1143 00:38:45,990 --> 00:38:44,079 characterize everything 1144 00:38:47,670 --> 00:38:46,000 i think that we will always be able to 1145 00:38:50,470 --> 00:38:47,680 construct a function that 1146 00:38:52,390 --> 00:38:50,480 uh behaves as if there was no noise that 1147 00:38:53,910 --> 00:38:52,400 basically explains everything 1148 00:38:55,349 --> 00:38:53,920 but it doesn't mean that this function 1149 00:38:57,270 --> 00:38:55,359 is necessarily predictive it doesn't 1150 00:38:59,589 --> 00:38:57,280 need to be the correct function 1151 00:39:00,790 --> 00:38:59,599 and it's not the only function that can 1152 00:39:03,589 --> 00:39:00,800 explain it it's like 1153 00:39:04,790 --> 00:39:03,599 imagine you live in a computer program 1154 00:39:06,550 --> 00:39:04,800 like minecraft 1155 00:39:08,069 --> 00:39:06,560 and uh you observe all the patterns 1156 00:39:09,670 --> 00:39:08,079 around you you can always construct a 1157 00:39:11,030 --> 00:39:09,680 computer program that will work like 1158 00:39:11,990 --> 00:39:11,040 minecraft and will explain all the 1159 00:39:14,950 --> 00:39:12,000 patterns around you 1160 00:39:16,630 --> 00:39:14,960 even the random patterns right you can 1161 00:39:18,550 --> 00:39:16,640 always come up with some pseudo-random 1162 00:39:20,710 --> 00:39:18,560 number generator that produces this 1163 00:39:23,109 --> 00:39:20,720 but uh you will not necessarily be able 1164 00:39:26,310 --> 00:39:23,119 to discover the truth of the matter 1165 00:39:27,349 --> 00:39:26,320 except um if the world that you live in 1166 00:39:29,270 --> 00:39:27,359 is so simple 1167 00:39:30,870 --> 00:39:29,280 that it suggests itself that there is 1168 00:39:32,550 --> 00:39:30,880 only one simple function 1169 00:39:35,430 --> 00:39:32,560 or a class of simple function that can 1170 00:39:37,750 --> 00:39:35,440 be mapped on to each other with a simple 1171 00:39:39,030 --> 00:39:37,760 transformation that gives the same 1172 00:39:41,030 --> 00:39:39,040 result every time 1173 00:39:42,630 --> 00:39:41,040 right so imagine that you discover yet 1174 00:39:43,910 --> 00:39:42,640 you live in a mandelbrot fractal 1175 00:39:45,670 --> 00:39:43,920 the mental board factor is like two 1176 00:39:47,190 --> 00:39:45,680 lines of code and 1177 00:39:48,870 --> 00:39:47,200 you can express these lines of code in 1178 00:39:50,870 --> 00:39:48,880 many many different ways so 1179 00:39:52,630 --> 00:39:50,880 many ways of expressing the same 1180 00:39:54,310 --> 00:39:52,640 function the same sequence 1181 00:39:56,230 --> 00:39:54,320 but there are mappings between all of 1182 00:39:57,670 --> 00:39:56,240 those and uh 1183 00:39:59,190 --> 00:39:57,680 so if you discover the mandelbrot 1184 00:40:00,950 --> 00:39:59,200 fractal you can basically say this is 1185 00:40:02,790 --> 00:40:00,960 the simplest function that explains it 1186 00:40:04,069 --> 00:40:02,800 this is the reality that you're looking 1187 00:40:07,990 --> 00:40:04,079 at this 1188 00:40:10,470 --> 00:40:08,000 a simple sequential definition of 1189 00:40:12,630 --> 00:40:10,480 how to calculate these pixels on that 1190 00:40:14,790 --> 00:40:12,640 plane and it's conceivable that we would 1191 00:40:16,790 --> 00:40:14,800 find such a function for our universe 1192 00:40:18,470 --> 00:40:16,800 but if the universe is very complicated 1193 00:40:19,750 --> 00:40:18,480 we can still find a very complicated 1194 00:40:21,270 --> 00:40:19,760 function in some sense 1195 00:40:23,190 --> 00:40:21,280 the quest of physics is to find the 1196 00:40:25,030 --> 00:40:23,200 shortest function and the current 1197 00:40:26,870 --> 00:40:25,040 function that we have that explains most 1198 00:40:28,790 --> 00:40:26,880 stuff not everything but most is the 1199 00:40:29,750 --> 00:40:28,800 standard model it's like half a page of 1200 00:40:32,470 --> 00:40:29,760 quote 1201 00:40:34,069 --> 00:40:32,480 and it's it's already very short but 1202 00:40:35,349 --> 00:40:34,079 physicists keep hoping for something 1203 00:40:36,630 --> 00:40:35,359 that is much shorter because 1204 00:40:38,470 --> 00:40:36,640 other page of code is still very 1205 00:40:39,030 --> 00:40:38,480 complicated and people ask themselves 1206 00:40:41,349 --> 00:40:39,040 that how 1207 00:40:43,030 --> 00:40:41,359 does all this complexity come from do 1208 00:40:45,349 --> 00:40:43,040 you think that ultimately the 1209 00:40:47,270 --> 00:40:45,359 code is short or do you think that like 1210 00:40:48,870 --> 00:40:47,280 feynman was quoted saying that it might 1211 00:40:50,790 --> 00:40:48,880 even be an onion where 1212 00:40:51,990 --> 00:40:50,800 you just keep unveiling the layers and 1213 00:40:53,990 --> 00:40:52,000 it's more and more complex 1214 00:40:55,510 --> 00:40:54,000 less and less complex and it doesn't 1215 00:40:56,790 --> 00:40:55,520 follow necessarily a pattern maybe 1216 00:40:57,910 --> 00:40:56,800 there's not even a center 1217 00:41:01,589 --> 00:40:57,920 do you believe there's a center and you 1218 00:41:03,750 --> 00:41:01,599 believe that center is simple 1219 00:41:05,510 --> 00:41:03,760 it's a weird metaphors it's mostly ways 1220 00:41:07,589 --> 00:41:05,520 that we think about the world that we 1221 00:41:09,349 --> 00:41:07,599 should deconstruct before we trust them 1222 00:41:11,030 --> 00:41:09,359 right what does it mean that for 1223 00:41:13,030 --> 00:41:11,040 something to be a center 1224 00:41:15,270 --> 00:41:13,040 it's inside of something and the onion 1225 00:41:17,270 --> 00:41:15,280 is outside and it's spatially aligned 1226 00:41:19,190 --> 00:41:17,280 so what this describes is probably a 1227 00:41:21,030 --> 00:41:19,200 hierarchy of models 1228 00:41:22,870 --> 00:41:21,040 and the question is does every 1229 00:41:24,630 --> 00:41:22,880 subsequent layer of modeling that we 1230 00:41:26,309 --> 00:41:24,640 discover becomes simpler and simpler 1231 00:41:28,950 --> 00:41:26,319 imagine you take a microscope 1232 00:41:29,430 --> 00:41:28,960 and you look at a cell and you zoom in 1233 00:41:32,150 --> 00:41:29,440 and 1234 00:41:33,750 --> 00:41:32,160 every at every level of resolution where 1235 00:41:35,030 --> 00:41:33,760 you discover a new structure 1236 00:41:36,790 --> 00:41:35,040 the question is does the structure 1237 00:41:38,470 --> 00:41:36,800 become more simple or more complex 1238 00:41:39,990 --> 00:41:38,480 right and does the model converge to 1239 00:41:43,750 --> 00:41:40,000 something ultimately 1240 00:41:45,670 --> 00:41:43,760 yeah and i think that 1241 00:41:47,430 --> 00:41:45,680 it's very likely that it does converge 1242 00:41:49,270 --> 00:41:47,440 to something from what i understand 1243 00:41:51,349 --> 00:41:49,280 but i cannot make such a proof at this 1244 00:41:53,030 --> 00:41:51,359 point i think that it uh 1245 00:41:54,550 --> 00:41:53,040 must converge to something because there 1246 00:41:55,349 --> 00:41:54,560 are no infinities things needs to be 1247 00:41:57,589 --> 00:41:55,359 constructed 1248 00:41:59,190 --> 00:41:57,599 there is also this weird properties that 1249 00:42:00,150 --> 00:41:59,200 for instance if you look at the particle 1250 00:42:02,870 --> 00:42:00,160 generations 1251 00:42:03,589 --> 00:42:02,880 they are integer fractions that describe 1252 00:42:06,390 --> 00:42:03,599 uh how they are 1253 00:42:07,670 --> 00:42:06,400 uh how they differ in their properties 1254 00:42:10,950 --> 00:42:07,680 right so uh 1255 00:42:13,030 --> 00:42:10,960 it could be that there are uh smallest 1256 00:42:14,950 --> 00:42:13,040 building blocks of information 1257 00:42:16,230 --> 00:42:14,960 that uh make up the particles that 1258 00:42:17,670 --> 00:42:16,240 you're looking at there is no infinite 1259 00:42:20,390 --> 00:42:17,680 division between them 1260 00:42:22,309 --> 00:42:20,400 and so it could be that the the course 1261 00:42:24,550 --> 00:42:22,319 of the closest lowest layer 1262 00:42:27,270 --> 00:42:24,560 is somewhere uh inside it's something 1263 00:42:28,710 --> 00:42:27,280 that we can still construct 1264 00:42:30,309 --> 00:42:28,720 is it cool if we get into the nitty 1265 00:42:31,349 --> 00:42:30,319 gritty i have some questions about your 1266 00:42:33,190 --> 00:42:31,359 powerpoint slides 1267 00:42:35,190 --> 00:42:33,200 yes just one uh one more thing i didn't 1268 00:42:37,190 --> 00:42:35,200 answer the question for uh for the 1269 00:42:38,550 --> 00:42:37,200 optimal algorithm to discover yes great 1270 00:42:42,150 --> 00:42:38,560 let's get back to that 1271 00:42:43,589 --> 00:42:42,160 sorry i went on to attention there but i 1272 00:42:46,470 --> 00:42:43,599 thought it was necessary 1273 00:42:48,390 --> 00:42:46,480 so uh in some sense when you look at 1274 00:42:50,790 --> 00:42:48,400 artificial intelligence systems 1275 00:42:52,309 --> 00:42:50,800 uh there was a succession of ideas and 1276 00:42:54,230 --> 00:42:52,319 in classical ai 1277 00:42:55,430 --> 00:42:54,240 uh people have been looking at problems 1278 00:42:57,270 --> 00:42:55,440 like playing chess 1279 00:42:59,750 --> 00:42:57,280 and constructing algorithms to solve 1280 00:43:01,589 --> 00:42:59,760 that problem mostly by hand 1281 00:43:03,510 --> 00:43:01,599 and when they looked at new problems 1282 00:43:05,589 --> 00:43:03,520 they had to construct a new algorithm 1283 00:43:07,750 --> 00:43:05,599 and then we had this idea of finding 1284 00:43:10,790 --> 00:43:07,760 more general algorithms that can 1285 00:43:12,550 --> 00:43:10,800 work over a very large class of problems 1286 00:43:13,670 --> 00:43:12,560 general problem solvers and there is 1287 00:43:15,109 --> 00:43:13,680 difficulty that 1288 00:43:16,710 --> 00:43:15,119 if you have a description that is so 1289 00:43:19,270 --> 00:43:16,720 general that it works on many 1290 00:43:19,910 --> 00:43:19,280 uh problems then the description is 1291 00:43:23,670 --> 00:43:19,920 typically 1292 00:43:24,710 --> 00:43:23,680 uh so general that uh it's too long for 1293 00:43:26,790 --> 00:43:24,720 a concrete problem 1294 00:43:28,550 --> 00:43:26,800 it basically takes too long to explore 1295 00:43:29,109 --> 00:43:28,560 the space using this general description 1296 00:43:30,710 --> 00:43:29,119 you get a 1297 00:43:32,550 --> 00:43:30,720 explosion of complexity there are too 1298 00:43:34,550 --> 00:43:32,560 many possibilities that you would have 1299 00:43:37,109 --> 00:43:34,560 to look into if you enumerate them all 1300 00:43:38,790 --> 00:43:37,119 with your general description so uh you 1301 00:43:40,870 --> 00:43:38,800 end up needing 1302 00:43:42,309 --> 00:43:40,880 a targeted exploration of the space of 1303 00:43:44,150 --> 00:43:42,319 possibilities 1304 00:43:46,230 --> 00:43:44,160 and this is what the current wave of ai 1305 00:43:48,390 --> 00:43:46,240 is doing it's looking for algorithms 1306 00:43:50,309 --> 00:43:48,400 that discover solutions for problems so 1307 00:43:51,030 --> 00:43:50,319 instead of implementing a solution for 1308 00:43:53,190 --> 00:43:51,040 chess 1309 00:43:55,190 --> 00:43:53,200 we give the system a specification for 1310 00:43:56,150 --> 00:43:55,200 chess and then we let it explore the 1311 00:43:59,349 --> 00:43:56,160 solution space 1312 00:44:00,550 --> 00:43:59,359 right it's discovering uh an algorithm 1313 00:44:02,150 --> 00:44:00,560 to play chess 1314 00:44:04,630 --> 00:44:02,160 using an algorithm that we give it so we 1315 00:44:07,270 --> 00:44:04,640 construct a learning algorithm 1316 00:44:08,230 --> 00:44:07,280 and the next stage could be that we just 1317 00:44:10,150 --> 00:44:08,240 describe 1318 00:44:11,589 --> 00:44:10,160 an algorithm that discovers a learning 1319 00:44:14,150 --> 00:44:11,599 algorithm for this 1320 00:44:15,430 --> 00:44:14,160 this is meta learning so we don't build 1321 00:44:17,349 --> 00:44:15,440 a system that learns 1322 00:44:19,190 --> 00:44:17,359 people decision that learns how to learn 1323 00:44:21,270 --> 00:44:19,200 a given thing 1324 00:44:23,750 --> 00:44:21,280 right and then a question is is this the 1325 00:44:26,950 --> 00:44:23,760 generally best solution already 1326 00:44:29,190 --> 00:44:26,960 or if not maybe we need to get one step 1327 00:44:31,270 --> 00:44:29,200 above and we need to discover a general 1328 00:44:33,190 --> 00:44:31,280 theory of search 1329 00:44:34,710 --> 00:44:33,200 a general mathematical theory says how 1330 00:44:36,710 --> 00:44:34,720 to optimally search given certain 1331 00:44:38,069 --> 00:44:36,720 boundary conditions 1332 00:44:39,430 --> 00:44:38,079 the way that i'm conceptualizing what 1333 00:44:40,950 --> 00:44:39,440 you said is in the first wave of 1334 00:44:42,790 --> 00:44:40,960 artificial intelligence it's almost like 1335 00:44:44,150 --> 00:44:42,800 if then statements extremely structured 1336 00:44:45,670 --> 00:44:44,160 here's how to play chess i'm going to 1337 00:44:47,670 --> 00:44:45,680 implement the rules myself then the 1338 00:44:49,750 --> 00:44:47,680 second wave is look at 1339 00:44:51,030 --> 00:44:49,760 a slew of chess and learn the rules and 1340 00:44:53,030 --> 00:44:51,040 learn how to play well 1341 00:44:54,309 --> 00:44:53,040 then you're saying that okay well that's 1342 00:44:55,990 --> 00:44:54,319 great it's like watson watson's 1343 00:44:57,270 --> 00:44:56,000 wonderful at one task 1344 00:44:59,190 --> 00:44:57,280 but then when you want to generalize 1345 00:45:00,790 --> 00:44:59,200 watson can you also move your arms okay 1346 00:45:03,190 --> 00:45:00,800 well that require and also be 1347 00:45:04,630 --> 00:45:03,200 regular watson that's a bit difficult 1348 00:45:07,589 --> 00:45:04,640 watson can you move your arms 1349 00:45:08,230 --> 00:45:07,599 and talk to people it requires too much 1350 00:45:09,670 --> 00:45:08,240 time 1351 00:45:11,430 --> 00:45:09,680 because your your function is too 1352 00:45:13,030 --> 00:45:11,440 general but yet our brains do it 1353 00:45:15,910 --> 00:45:13,040 are you saying something like that or am 1354 00:45:17,589 --> 00:45:15,920 i completely wrong almost almost 1355 00:45:19,270 --> 00:45:17,599 starting with watson it's a family of 1356 00:45:20,630 --> 00:45:19,280 things basically it's a brand that ibm 1357 00:45:22,870 --> 00:45:20,640 has been using to 1358 00:45:24,069 --> 00:45:22,880 label its ai efforts or part of its ai 1359 00:45:26,630 --> 00:45:24,079 efforts after 1360 00:45:28,230 --> 00:45:26,640 uh the jeopardy thing became famous so 1361 00:45:31,670 --> 00:45:28,240 it's watson is not one thing 1362 00:45:33,829 --> 00:45:31,680 it's many things and it's 1363 00:45:36,550 --> 00:45:33,839 slightly different from uh alphago 1364 00:45:39,670 --> 00:45:36,560 because alphago is an algorithm that is 1365 00:45:41,670 --> 00:45:39,680 specified in a particular paper and 1366 00:45:43,670 --> 00:45:41,680 deepmind is not renaming everything that 1367 00:45:44,790 --> 00:45:43,680 it does into alphago because alphago got 1368 00:45:47,270 --> 00:45:44,800 famous 1369 00:45:48,550 --> 00:45:47,280 right it's uh it has alpha zero and 1370 00:45:50,309 --> 00:45:48,560 there's a number of other things that 1371 00:45:52,390 --> 00:45:50,319 algorithms that are somewhat related 1372 00:45:53,670 --> 00:45:52,400 and uh eventually when you talk about 1373 00:45:55,349 --> 00:45:53,680 the algorithms you can also use the 1374 00:45:58,069 --> 00:45:55,359 technical name you could look at 1375 00:46:00,550 --> 00:45:58,079 for instance deep q learning and uh deep 1376 00:46:02,950 --> 00:46:00,560 q learning is a particular 1377 00:46:04,550 --> 00:46:02,960 small class of algorithms that can solve 1378 00:46:09,270 --> 00:46:04,560 certain problems very well and 1379 00:46:11,589 --> 00:46:09,280 others not very well at the moment the 1380 00:46:12,630 --> 00:46:11,599 most interesting class of algorithms a 1381 00:46:14,230 --> 00:46:12,640 lot of people are talking about 1382 00:46:16,470 --> 00:46:14,240 one of the most interesting ones is 1383 00:46:19,510 --> 00:46:16,480 transformers which 1384 00:46:21,430 --> 00:46:19,520 look for embeddings of 1385 00:46:23,109 --> 00:46:21,440 features based on similarities over many 1386 00:46:24,230 --> 00:46:23,119 layers using an attention-based 1387 00:46:27,109 --> 00:46:24,240 algorithm 1388 00:46:28,550 --> 00:46:27,119 and a fascinating thing is that the same 1389 00:46:30,150 --> 00:46:28,560 algorithm that discovers structure and 1390 00:46:31,109 --> 00:46:30,160 language also discovers structure and 1391 00:46:33,270 --> 00:46:31,119 images 1392 00:46:35,270 --> 00:46:33,280 and now the tempting question is is 1393 00:46:37,190 --> 00:46:35,280 there an optimal algorithm that can 1394 00:46:39,270 --> 00:46:37,200 discover structure everywhere 1395 00:46:41,349 --> 00:46:39,280 and that maybe is recursive in the sense 1396 00:46:43,030 --> 00:46:41,359 that it it's starting to explore what 1397 00:46:44,790 --> 00:46:43,040 kind of strategies of discovering 1398 00:46:47,030 --> 00:46:44,800 structure are the best ones 1399 00:46:48,150 --> 00:46:47,040 and then it settles for those is there a 1400 00:46:51,109 --> 00:46:48,160 universal 1401 00:46:53,030 --> 00:46:51,119 recipe and i don't think that there is a 1402 00:46:54,790 --> 00:46:53,040 hope in the sense to say this algorithm 1403 00:46:56,630 --> 00:46:54,800 doesn't exist and humans will always be 1404 00:46:59,430 --> 00:46:56,640 better because if humans are better 1405 00:47:00,150 --> 00:46:59,440 than the algorithms that we discover 1406 00:47:02,069 --> 00:47:00,160 even the most 1407 00:47:03,670 --> 00:47:02,079 general one it means that humans are 1408 00:47:04,550 --> 00:47:03,680 implementing a more general algorithm 1409 00:47:07,190 --> 00:47:04,560 than the more general 1410 00:47:09,030 --> 00:47:07,200 most general one and we can discover it 1411 00:47:10,150 --> 00:47:09,040 right there is no reason why humans can 1412 00:47:12,710 --> 00:47:10,160 do something 1413 00:47:13,349 --> 00:47:12,720 that an algorithm that we write down 1414 00:47:15,670 --> 00:47:13,359 somehow 1415 00:47:17,430 --> 00:47:15,680 cannot do we can also write down the 1416 00:47:19,190 --> 00:47:17,440 formula for evolution and we can 1417 00:47:21,030 --> 00:47:19,200 in the worst case evolve the algorithms 1418 00:47:22,549 --> 00:47:21,040 that we need to and then 1419 00:47:25,030 --> 00:47:22,559 everything that we do is in some sense 1420 00:47:25,510 --> 00:47:25,040 an optimization of brute force evolution 1421 00:47:28,390 --> 00:47:25,520 where 1422 00:47:28,950 --> 00:47:28,400 we do a blind search and we do try to 1423 00:47:31,190 --> 00:47:28,960 find 1424 00:47:32,150 --> 00:47:31,200 uh directions in which we can optimize 1425 00:47:33,670 --> 00:47:32,160 the search and 1426 00:47:35,510 --> 00:47:33,680 for me this question is there this 1427 00:47:37,109 --> 00:47:35,520 optimal algorithm to discover choose the 1428 00:47:39,190 --> 00:47:37,119 optimal learning algorithm 1429 00:47:40,710 --> 00:47:39,200 that would mean we can't stop doing 1430 00:47:42,630 --> 00:47:40,720 science because as scientists we can 1431 00:47:44,069 --> 00:47:42,640 only now execute on this algorithm and 1432 00:47:46,150 --> 00:47:44,079 of course we can leave this to a machine 1433 00:47:48,069 --> 00:47:46,160 now and we should go to a beach and surf 1434 00:47:49,670 --> 00:47:48,079 instead and there's a factor of time 1435 00:47:51,109 --> 00:47:49,680 because we could implement evolution and 1436 00:47:51,990 --> 00:47:51,119 let it run for a billion years and then 1437 00:47:53,190 --> 00:47:52,000 it would discover something 1438 00:47:54,390 --> 00:47:53,200 that's greater than us in terms of 1439 00:47:55,190 --> 00:47:54,400 generalization but we probably wouldn't 1440 00:47:57,829 --> 00:47:55,200 need to because 1441 00:47:58,549 --> 00:47:57,839 uh the evolution that we are looking at 1442 00:48:02,150 --> 00:47:58,559 uh 1443 00:48:03,829 --> 00:48:02,160 is only slow for multicellular organisms 1444 00:48:04,230 --> 00:48:03,839 because in multicellular organisms you 1445 00:48:06,069 --> 00:48:04,240 need to 1446 00:48:07,270 --> 00:48:06,079 bootstrap the entire organism before you 1447 00:48:09,750 --> 00:48:07,280 can evaluate it 1448 00:48:11,990 --> 00:48:09,760 which in our case takes very long for 1449 00:48:13,750 --> 00:48:12,000 for us it's also necessary to train this 1450 00:48:15,510 --> 00:48:13,760 the new instance of the algorithm for a 1451 00:48:16,150 --> 00:48:15,520 long time before it comes functional 1452 00:48:18,150 --> 00:48:16,160 again right 1453 00:48:21,109 --> 00:48:18,160 if you want to breed the optimal 1454 00:48:23,190 --> 00:48:21,119 scientist you cannot just uh 1455 00:48:25,190 --> 00:48:23,200 vary our genome and look at the outcome 1456 00:48:25,670 --> 00:48:25,200 you also need to expand the issue so you 1457 00:48:27,349 --> 00:48:25,680 need to 1458 00:48:29,109 --> 00:48:27,359 incubate for nine months and then you 1459 00:48:32,390 --> 00:48:29,119 need to raise this 1460 00:48:35,270 --> 00:48:32,400 until it's in its 20s or 30s or 40s and 1461 00:48:37,190 --> 00:48:35,280 then you get an evaluation and then you 1462 00:48:37,910 --> 00:48:37,200 can decide uh which ones of those you 1463 00:48:40,309 --> 00:48:37,920 shouldn't uh 1464 00:48:41,349 --> 00:48:40,319 put into the next generation right this 1465 00:48:43,829 --> 00:48:41,359 is something that 1466 00:48:45,670 --> 00:48:43,839 is uh a result of the way that 1467 00:48:47,510 --> 00:48:45,680 biological evolution works based on 1468 00:48:50,069 --> 00:48:47,520 cells 1469 00:48:51,990 --> 00:48:50,079 in on if you just evolve single-celled 1470 00:48:54,230 --> 00:48:52,000 organisms it goes very very fast 1471 00:48:55,589 --> 00:48:54,240 right in a few hours you can have quite 1472 00:48:57,670 --> 00:48:55,599 substantial changes 1473 00:48:59,349 --> 00:48:57,680 and the microorganisms that for instance 1474 00:49:02,309 --> 00:48:59,359 we breed in our gut 1475 00:49:04,470 --> 00:49:02,319 are often quite specific trained for 1476 00:49:08,790 --> 00:49:04,480 tasks basically our gut is breeding 1477 00:49:12,150 --> 00:49:08,800 organisms to for its purposes and 1478 00:49:14,069 --> 00:49:12,160 that is done in reactors our 1479 00:49:15,670 --> 00:49:14,079 guts are in some sense breeding reactors 1480 00:49:18,549 --> 00:49:15,680 for microorganisms 1481 00:49:19,349 --> 00:49:18,559 and it's also a substantial part of our 1482 00:49:21,910 --> 00:49:19,359 nervous system 1483 00:49:23,430 --> 00:49:21,920 is uh duty bound to deal with this 1484 00:49:25,750 --> 00:49:23,440 breeding task with farming these 1485 00:49:28,790 --> 00:49:25,760 microorganisms all these 1486 00:49:29,190 --> 00:49:28,800 gut neurons are mostly dealing with i 1487 00:49:31,190 --> 00:49:29,200 think 1488 00:49:33,670 --> 00:49:31,200 maintaining this extremely large farm 1489 00:49:35,910 --> 00:49:33,680 that has specific organisms in it 1490 00:49:37,270 --> 00:49:35,920 and this works because it's uh such a 1491 00:49:40,470 --> 00:49:37,280 quick thing to breed 1492 00:49:43,109 --> 00:49:40,480 single-celled organisms but 1493 00:49:44,150 --> 00:49:43,119 if we build ai's in this way we would 1494 00:49:47,030 --> 00:49:44,160 not have to 1495 00:49:47,990 --> 00:49:47,040 reinstate the entire phenotype based on 1496 00:49:50,950 --> 00:49:48,000 a genotype 1497 00:49:52,549 --> 00:49:50,960 over a long time and retrain it we can 1498 00:49:54,630 --> 00:49:52,559 probably just change the parts that we 1499 00:49:56,470 --> 00:49:54,640 need and leave everything else intact 1500 00:49:59,750 --> 00:49:56,480 so the evolutionary research that we 1501 00:50:01,750 --> 00:49:59,760 could do in our technical systems 1502 00:50:04,230 --> 00:50:01,760 can be many many orders of magnitude 1503 00:50:05,910 --> 00:50:04,240 faster it can also be much more directed 1504 00:50:07,030 --> 00:50:05,920 because often we know what we're looking 1505 00:50:09,510 --> 00:50:07,040 for 1506 00:50:10,630 --> 00:50:09,520 so we can define a fitness function that 1507 00:50:14,309 --> 00:50:10,640 is very 1508 00:50:15,750 --> 00:50:14,319 close to the solution or that is uh 1509 00:50:17,829 --> 00:50:15,760 narrowing the solution space 1510 00:50:20,790 --> 00:50:17,839 dramatically 1511 00:50:22,069 --> 00:50:20,800 i remember you said that artists are 1512 00:50:24,150 --> 00:50:22,079 tuned to their 1513 00:50:25,510 --> 00:50:24,160 loss function something like that that's 1514 00:50:27,589 --> 00:50:25,520 what they're obsessed with 1515 00:50:29,670 --> 00:50:27,599 now the way that i understand that is 1516 00:50:31,589 --> 00:50:29,680 what you're saying is 1517 00:50:33,030 --> 00:50:31,599 artists are interested in their behavior 1518 00:50:34,230 --> 00:50:33,040 and what incentives and rewards they 1519 00:50:35,670 --> 00:50:34,240 have which are their values and they're 1520 00:50:37,349 --> 00:50:35,680 trying to replicate that or represent 1521 00:50:39,670 --> 00:50:37,359 that in some level 1522 00:50:41,430 --> 00:50:39,680 is that correct or is that wrong close 1523 00:50:45,510 --> 00:50:41,440 so uh what i try to say 1524 00:50:49,270 --> 00:50:45,520 is um that art is in some sense 1525 00:50:49,829 --> 00:50:49,280 uh a dysfunction sorry a what function 1526 00:50:54,309 --> 00:50:49,839 art 1527 00:50:56,549 --> 00:50:54,319 a dysfunction dysfunction yes because 1528 00:50:58,069 --> 00:50:56,559 so there are basically different ways of 1529 00:51:01,349 --> 00:50:58,079 looking at art 1530 00:51:03,109 --> 00:51:01,359 a non-artist a normal person a healthy 1531 00:51:05,829 --> 00:51:03,119 person 1532 00:51:07,829 --> 00:51:05,839 sees art as a tool it's instrumental to 1533 00:51:10,549 --> 00:51:07,839 something it might be tool for education 1534 00:51:13,430 --> 00:51:10,559 for entertainment for signaling status 1535 00:51:14,790 --> 00:51:13,440 for ornamentation and an artist and i am 1536 00:51:16,710 --> 00:51:14,800 from an artist's family and totally 1537 00:51:18,309 --> 00:51:16,720 identify with this stuff is a person 1538 00:51:20,950 --> 00:51:18,319 that thinks that the purpose of art is 1539 00:51:22,870 --> 00:51:20,960 to capture conscious states 1540 00:51:24,790 --> 00:51:22,880 full stop this is this is the purpose of 1541 00:51:26,549 --> 00:51:24,800 art it's this observation 1542 00:51:28,069 --> 00:51:26,559 for the sake of observation because the 1543 00:51:29,589 --> 00:51:28,079 conscious state is the important thing 1544 00:51:32,790 --> 00:51:29,599 that needs to be conserved 1545 00:51:36,069 --> 00:51:32,800 an artist is somebody who eats to do art 1546 00:51:39,349 --> 00:51:36,079 and uh a craftsman is somebody 1547 00:51:42,390 --> 00:51:39,359 who might produce artifacts uh but 1548 00:51:44,230 --> 00:51:42,400 uh they do art to eat right it's 1549 00:51:46,309 --> 00:51:44,240 it's very different way of looking at 1550 00:51:48,230 --> 00:51:46,319 things for them the art is instrumental 1551 00:51:50,230 --> 00:51:48,240 to to doing something the art is an 1552 00:51:53,190 --> 00:51:50,240 artifact and for 1553 00:51:55,589 --> 00:51:53,200 the artist it's a service it's a service 1554 00:51:58,230 --> 00:51:55,599 to something that is more important 1555 00:51:59,030 --> 00:51:58,240 than all the other things that you could 1556 00:52:02,230 --> 00:51:59,040 be 1557 00:52:05,349 --> 00:52:02,240 doing in this at the same time and so 1558 00:52:07,190 --> 00:52:05,359 if you see the artist as in with the 1559 00:52:08,150 --> 00:52:07,200 metaphors of artificial intelligence you 1560 00:52:10,549 --> 00:52:08,160 could say that 1561 00:52:11,430 --> 00:52:10,559 the mind of an artist is a system that 1562 00:52:13,349 --> 00:52:11,440 has fallen 1563 00:52:15,349 --> 00:52:13,359 in love with the shape of the loss 1564 00:52:16,710 --> 00:52:15,359 function it's no longer optimizing the 1565 00:52:18,630 --> 00:52:16,720 loss function itself 1566 00:52:20,710 --> 00:52:18,640 it's trying to figure out what it looks 1567 00:52:22,790 --> 00:52:20,720 like it's trying to capture 1568 00:52:24,230 --> 00:52:22,800 a certain structure for its own sake no 1569 00:52:26,549 --> 00:52:24,240 longer for the reward 1570 00:52:27,990 --> 00:52:26,559 that is going to increase as a result of 1571 00:52:31,349 --> 00:52:28,000 applying what you've learned 1572 00:52:34,230 --> 00:52:31,359 do you see yourself as doing that 1573 00:52:36,230 --> 00:52:34,240 yeah it's that's i think it's a 1574 00:52:38,630 --> 00:52:36,240 deformation and i can retrace it 1575 00:52:40,309 --> 00:52:38,640 uh in a way it's an identification that 1576 00:52:41,750 --> 00:52:40,319 happens at a certain level 1577 00:52:44,950 --> 00:52:41,760 for for instance my mind is a very 1578 00:52:46,630 --> 00:52:44,960 conceptual mind i perceive myself as 1579 00:52:48,390 --> 00:52:46,640 something that thinks that solves 1580 00:52:50,950 --> 00:52:48,400 problems that reflects 1581 00:52:51,430 --> 00:52:50,960 and i perceive as my emotions and my 1582 00:52:53,190 --> 00:52:51,440 body 1583 00:52:55,030 --> 00:52:53,200 as being outside of that for the most 1584 00:52:57,829 --> 00:52:55,040 part right emotions come into 1585 00:52:59,670 --> 00:52:57,839 me and they disturb me and i need to 1586 00:53:01,910 --> 00:52:59,680 deal with them and i need to make sure 1587 00:53:03,829 --> 00:53:01,920 that they don't distract me or that they 1588 00:53:07,670 --> 00:53:03,839 don't overwhelm me or 1589 00:53:09,270 --> 00:53:07,680 they don't kill me but i don't identify 1590 00:53:10,870 --> 00:53:09,280 for the most part as this emotional 1591 00:53:13,190 --> 00:53:10,880 being of course sometimes i go 1592 00:53:13,990 --> 00:53:13,200 over in that state and i realize that 1593 00:53:16,630 --> 00:53:14,000 state 1594 00:53:17,270 --> 00:53:16,640 in which you are this emotional being 1595 00:53:29,349 --> 00:53:17,280 that 1596 00:53:30,150 --> 00:53:29,359 and a lot of scientists uh and 1597 00:53:33,349 --> 00:53:30,160 philosophers 1598 00:53:35,910 --> 00:53:33,359 are uh identified in a similar way 1599 00:53:37,510 --> 00:53:35,920 as me in a way it's the i think that a 1600 00:53:42,390 --> 00:53:37,520 scientist or an artist 1601 00:53:45,430 --> 00:53:42,400 or a philosopher is born when a child 1602 00:53:47,670 --> 00:53:45,440 discovers that it trusts its ideas more 1603 00:53:49,349 --> 00:53:47,680 than its feelings 1604 00:53:50,870 --> 00:53:49,359 and it happens often because you are 1605 00:53:52,710 --> 00:53:50,880 wired in a slightly different way than 1606 00:53:54,230 --> 00:53:52,720 other kids around you and as a result 1607 00:53:55,349 --> 00:53:54,240 your social interactions fail and you 1608 00:53:57,349 --> 00:53:55,359 can explain that 1609 00:53:59,190 --> 00:53:57,359 so you act like every other child based 1610 00:54:03,109 --> 00:53:59,200 on your intuitions 1611 00:54:04,230 --> 00:54:03,119 on on the 99 of what your mind is doing 1612 00:54:05,510 --> 00:54:04,240 and this training 1613 00:54:06,870 --> 00:54:05,520 and these intuitions are wrong what do 1614 00:54:08,470 --> 00:54:06,880 you mean when you say that your ideas 1615 00:54:10,950 --> 00:54:08,480 are different than your feelings because 1616 00:54:12,309 --> 00:54:10,960 obviously your ideas are some what 1617 00:54:13,109 --> 00:54:12,319 influenced by your feelings and your 1618 00:54:15,990 --> 00:54:13,119 perceptions 1619 00:54:18,309 --> 00:54:16,000 yes how do you disentangle them my ideas 1620 00:54:21,510 --> 00:54:18,319 are stories that i construct 1621 00:54:23,510 --> 00:54:21,520 they i have agency over my ideas my 1622 00:54:25,510 --> 00:54:23,520 i don't have agency over my feelings 1623 00:54:28,630 --> 00:54:25,520 before i'm in dart 1624 00:54:30,390 --> 00:54:28,640 when i'm a child my feelings are the 1625 00:54:33,670 --> 00:54:30,400 result of the interaction 1626 00:54:35,349 --> 00:54:33,680 between the model 1627 00:54:36,789 --> 00:54:35,359 that the mind maintains of the universe 1628 00:54:39,270 --> 00:54:36,799 and the model that it maintains of the 1629 00:54:42,549 --> 00:54:39,280 self according to the needs 1630 00:54:44,390 --> 00:54:42,559 of that self right so when 1631 00:54:46,069 --> 00:54:44,400 things happen in the universe the mind 1632 00:54:47,349 --> 00:54:46,079 evaluates them as good or bad which 1633 00:54:48,390 --> 00:54:47,359 means they're frustrate needs or they 1634 00:54:51,109 --> 00:54:48,400 satisfy needs 1635 00:54:52,789 --> 00:54:51,119 and as a result the self represents uh 1636 00:54:56,150 --> 00:54:52,799 joy or suffering 1637 00:54:57,990 --> 00:54:56,160 and when the mind is con 1638 00:54:59,750 --> 00:54:58,000 it doesn't have the correct intrinsic 1639 00:55:00,230 --> 00:54:59,760 model an innate model that you're born 1640 00:55:02,870 --> 00:55:00,240 with 1641 00:55:05,589 --> 00:55:02,880 then your needs are going to be 1642 00:55:09,270 --> 00:55:05,599 constantly frustrated 1643 00:55:12,470 --> 00:55:09,280 uh for instance i grew up in a forest 1644 00:55:14,230 --> 00:55:12,480 far remote from other villages and 1645 00:55:15,829 --> 00:55:14,240 when i got into first grade and met 1646 00:55:16,549 --> 00:55:15,839 other kids pretty much for the first 1647 00:55:18,870 --> 00:55:16,559 time 1648 00:55:20,390 --> 00:55:18,880 i had difficulty relating to them they 1649 00:55:22,470 --> 00:55:20,400 were not interested in the same things 1650 00:55:24,950 --> 00:55:22,480 as i was i was a nerd i was reading a 1651 00:55:28,069 --> 00:55:24,960 lot i was interested in 1652 00:55:31,750 --> 00:55:28,079 math and physics and science fiction 1653 00:55:34,230 --> 00:55:31,760 and history and stories and so on and 1654 00:55:35,990 --> 00:55:34,240 other kids were interested in soccer and 1655 00:55:37,190 --> 00:55:36,000 i couldn't get myself to be interested 1656 00:55:39,349 --> 00:55:37,200 in soccer and 1657 00:55:40,309 --> 00:55:39,359 as a result i was excluded from many of 1658 00:55:41,910 --> 00:55:40,319 the games 1659 00:55:43,589 --> 00:55:41,920 and later the same thing happened with 1660 00:55:44,390 --> 00:55:43,599 respect to politics it was eastern 1661 00:55:46,710 --> 00:55:44,400 germany 1662 00:55:48,950 --> 00:55:46,720 you were expected to pretend that you 1663 00:55:52,390 --> 00:55:48,960 conform with the prevailing ideas 1664 00:55:54,470 --> 00:55:52,400 and if you didn't you were punished and 1665 00:55:55,990 --> 00:55:54,480 even if these ideas were illogical and 1666 00:55:58,309 --> 00:55:56,000 at the same time your teachers told you 1667 00:55:59,990 --> 00:55:58,319 to be critical and don't take in all the 1668 00:56:01,589 --> 00:56:00,000 ideas from your environment without 1669 00:56:03,430 --> 00:56:01,599 criticism because you know 1670 00:56:05,349 --> 00:56:03,440 this is how fascism happened in germany 1671 00:56:07,270 --> 00:56:05,359 people took in bad ideas from the 1672 00:56:10,470 --> 00:56:07,280 environment without criticizing them 1673 00:56:11,270 --> 00:56:10,480 they did not develop moral agency so i 1674 00:56:12,950 --> 00:56:11,280 thought 1675 00:56:14,470 --> 00:56:12,960 the thing that i'm doing that i question 1676 00:56:15,910 --> 00:56:14,480 everything that i want to know why 1677 00:56:16,870 --> 00:56:15,920 something is the way it is and you need 1678 00:56:19,750 --> 00:56:16,880 to explain it to me 1679 00:56:20,630 --> 00:56:19,760 before i believe you um that would be a 1680 00:56:23,910 --> 00:56:20,640 virtuous thing 1681 00:56:24,309 --> 00:56:23,920 and so it was an apparent hypocrisy that 1682 00:56:27,349 --> 00:56:24,319 my 1683 00:56:28,630 --> 00:56:27,359 teachers told me one thing and uh i 1684 00:56:30,390 --> 00:56:28,640 behaved according to that and they 1685 00:56:32,390 --> 00:56:30,400 punished me if i did this 1686 00:56:33,829 --> 00:56:32,400 right it was difficult for me as a child 1687 00:56:36,470 --> 00:56:33,839 to make sense of that 1688 00:56:37,430 --> 00:56:36,480 and as a result i basically decided at 1689 00:56:38,870 --> 00:56:37,440 some level 1690 00:56:40,870 --> 00:56:38,880 and it was not something that was deeply 1691 00:56:43,430 --> 00:56:40,880 reflected but it was inevitable 1692 00:56:43,990 --> 00:56:43,440 to distrust my emotions i had to because 1693 00:56:45,270 --> 00:56:44,000 they were wrong 1694 00:56:47,589 --> 00:56:45,280 they were not pointing me in the right 1695 00:56:48,710 --> 00:56:47,599 direction i had to form theories on how 1696 00:56:50,309 --> 00:56:48,720 things work 1697 00:56:51,829 --> 00:56:50,319 and i think in a healthy mind this 1698 00:56:53,750 --> 00:56:51,839 development is temporary you 1699 00:56:55,670 --> 00:56:53,760 are a being that is directed by its 1700 00:56:56,710 --> 00:56:55,680 intuitions and these intuitions are 1701 00:56:58,789 --> 00:56:56,720 something that is uh 1702 00:57:00,950 --> 00:56:58,799 trained it's not something that is 1703 00:57:02,309 --> 00:57:00,960 random or superstitious 1704 00:57:03,670 --> 00:57:02,319 it's your intuition that tells you 1705 00:57:04,710 --> 00:57:03,680 whether this is going to be a good 1706 00:57:06,390 --> 00:57:04,720 relationship or not 1707 00:57:08,390 --> 00:57:06,400 but there should marry that person or 1708 00:57:09,430 --> 00:57:08,400 not but this person should be your 1709 00:57:11,270 --> 00:57:09,440 friend or not but 1710 00:57:13,270 --> 00:57:11,280 you should take this job or another 1711 00:57:14,630 --> 00:57:13,280 because if you try to make proofs about 1712 00:57:16,390 --> 00:57:14,640 this you're not going to get anywhere 1713 00:57:18,470 --> 00:57:16,400 it's way too complicated you're thinking 1714 00:57:21,030 --> 00:57:18,480 your ideas are way too brittle 1715 00:57:21,589 --> 00:57:21,040 and science is in some sense the part of 1716 00:57:26,309 --> 00:57:21,599 our 1717 00:57:28,150 --> 00:57:26,319 darkest and murkiest emotions 1718 00:57:29,990 --> 00:57:28,160 with those where we don't have solid 1719 00:57:32,710 --> 00:57:30,000 intuitions 1720 00:57:34,150 --> 00:57:32,720 right so it's science has marginal value 1721 00:57:37,349 --> 00:57:34,160 only for the individual 1722 00:57:39,829 --> 00:57:37,359 largely you need good intuitions it has 1723 00:57:41,430 --> 00:57:39,839 also only marginal value for society not 1724 00:57:43,349 --> 00:57:41,440 every ought to be a scientist 1725 00:57:45,109 --> 00:57:43,359 society wouldn't work like that because 1726 00:57:46,950 --> 00:57:45,119 science is too brittle the ideas that 1727 00:57:48,390 --> 00:57:46,960 scientists come up with don't tell you 1728 00:57:49,990 --> 00:57:48,400 what kind of relationship you should 1729 00:57:53,750 --> 00:57:50,000 enter and if you 1730 00:57:55,349 --> 00:57:53,760 overvalue science then your society is 1731 00:57:56,549 --> 00:57:55,359 going to go astray you need to have 1732 00:57:58,390 --> 00:57:56,559 solid common sense 1733 00:58:00,230 --> 00:57:58,400 you need to have good intuitions good 1734 00:58:01,829 --> 00:58:00,240 understanding of how things work 1735 00:58:03,670 --> 00:58:01,839 and only in those areas where these 1736 00:58:04,470 --> 00:58:03,680 intuitions break down where you need to 1737 00:58:06,150 --> 00:58:04,480 make proofs 1738 00:58:08,150 --> 00:58:06,160 this is where science really helps and 1739 00:58:08,710 --> 00:58:08,160 shines you mentioned that your intuition 1740 00:58:11,109 --> 00:58:08,720 is trained 1741 00:58:12,069 --> 00:58:11,119 trained by who and what your life is by 1742 00:58:13,430 --> 00:58:12,079 your experiences 1743 00:58:15,190 --> 00:58:13,440 so you're starting out yourself are 1744 00:58:18,710 --> 00:58:15,200 trained by society or both 1745 00:58:22,789 --> 00:58:18,720 no i think that society is is 1746 00:58:25,190 --> 00:58:22,799 often seen as too big of an influence or 1747 00:58:26,789 --> 00:58:25,200 i think that society is a small part of 1748 00:58:28,150 --> 00:58:26,799 the physical universe 1749 00:58:30,710 --> 00:58:28,160 and the thing that for instance trains 1750 00:58:32,549 --> 00:58:30,720 your intuition of how large an object is 1751 00:58:33,990 --> 00:58:32,559 when it has a certain distance from you 1752 00:58:36,150 --> 00:58:34,000 and you see it so so large on your 1753 00:58:38,470 --> 00:58:36,160 retina that's not given by society 1754 00:58:39,670 --> 00:58:38,480 right that's given in some sense by some 1755 00:58:41,910 --> 00:58:39,680 innate intuitions 1756 00:58:44,470 --> 00:58:41,920 but eventually it's given by learning 1757 00:58:46,150 --> 00:58:44,480 and you learn it by being embedded into 1758 00:58:46,470 --> 00:58:46,160 the universe when you have an intuition 1759 00:58:48,230 --> 00:58:46,480 of 1760 00:58:49,589 --> 00:58:48,240 how many steps you should take to catch 1761 00:58:51,750 --> 00:58:49,599 a ball that is flying 1762 00:58:53,109 --> 00:58:51,760 to you it's not society that teaches you 1763 00:58:54,630 --> 00:58:53,119 that it's 1764 00:58:56,789 --> 00:58:54,640 your interaction with the environment 1765 00:58:58,870 --> 00:58:56,799 that teaches you that and 1766 00:58:59,829 --> 00:58:58,880 so uh the same thing is also true for 1767 00:59:03,670 --> 00:58:59,839 social interaction 1768 00:59:06,470 --> 00:59:03,680 not taught by society 1769 00:59:07,829 --> 00:59:06,480 it's your immersive uh you're being 1770 00:59:10,470 --> 00:59:07,839 immersed in the environment 1771 00:59:11,670 --> 00:59:10,480 that teaches you what to do and it does 1772 00:59:13,670 --> 00:59:11,680 so based on 1773 00:59:15,030 --> 00:59:13,680 mostly innate impulses that make you 1774 00:59:16,069 --> 00:59:15,040 interested for instance in the mental 1775 00:59:17,510 --> 00:59:16,079 states of others 1776 00:59:19,670 --> 00:59:17,520 and what they think about you and how 1777 00:59:21,990 --> 00:59:19,680 they react to you and in some sense 1778 00:59:24,789 --> 00:59:22,000 society is the result of those things 1779 00:59:26,630 --> 00:59:24,799 it's not the cause of those things 1780 00:59:28,150 --> 00:59:26,640 i recall you saying that in a repressive 1781 00:59:29,030 --> 00:59:28,160 environment like let's say eastern 1782 00:59:31,990 --> 00:59:29,040 germany 1783 00:59:33,510 --> 00:59:32,000 that artists flourish in a sense because 1784 00:59:34,150 --> 00:59:33,520 they have to constantly define 1785 00:59:36,549 --> 00:59:34,160 themselves 1786 00:59:37,190 --> 00:59:36,559 i don't see that as necessarily salutary 1787 00:59:39,030 --> 00:59:37,200 because 1788 00:59:40,710 --> 00:59:39,040 you then have to define yourself with 1789 00:59:41,190 --> 00:59:40,720 regard to the society so it's almost 1790 00:59:43,030 --> 00:59:41,200 like 1791 00:59:45,190 --> 00:59:43,040 you're a contrarian but then without 1792 00:59:46,950 --> 00:59:45,200 society you don't have an identity 1793 00:59:49,109 --> 00:59:46,960 you know when for example when someone 1794 00:59:51,109 --> 00:59:49,119 says i am 1795 00:59:52,549 --> 00:59:51,119 i'm counter culture okay but that means 1796 00:59:53,430 --> 00:59:52,559 you're defining yourself in terms of the 1797 00:59:57,190 --> 00:59:53,440 culture 1798 01:00:00,870 --> 00:59:57,200 not within yourself in other words 1799 01:00:02,630 --> 01:00:00,880 why is it positive for an artist to grow 1800 01:00:05,750 --> 01:00:02,640 up in an environment that 1801 01:00:08,390 --> 01:00:05,760 is intolerant or inflexible it's uh 1802 01:00:11,750 --> 01:00:08,400 often there's a motivating force between 1803 01:00:14,069 --> 01:00:11,760 the art and the artist and so 1804 01:00:14,950 --> 01:00:14,079 there is a topic that is motivating the 1805 01:00:17,910 --> 01:00:14,960 artist 1806 01:00:20,150 --> 01:00:17,920 uh to talk about and it can be many 1807 01:00:22,470 --> 01:00:20,160 topics that artists are on about 1808 01:00:23,910 --> 01:00:22,480 in a simple case the topics that the 1809 01:00:27,349 --> 01:00:23,920 artist is 1810 01:00:29,589 --> 01:00:27,359 obsessed with is the imagery 1811 01:00:30,870 --> 01:00:29,599 that is possessed in the artist it's it 1812 01:00:34,230 --> 01:00:30,880 could be just the 1813 01:00:37,190 --> 01:00:34,240 uh overwhelming force of 1814 01:00:37,990 --> 01:00:37,200 uh for instance musical patterns or of 1815 01:00:39,510 --> 01:00:38,000 uh 1816 01:00:42,390 --> 01:00:39,520 visual patterns just the aesthetics 1817 01:00:45,349 --> 01:00:42,400 itself that wants to have an expression 1818 01:00:46,710 --> 01:00:45,359 in that case the society is irrelevant 1819 01:00:48,309 --> 01:00:46,720 it could also be that 1820 01:00:49,829 --> 01:00:48,319 what's important to the artist is the 1821 01:00:51,750 --> 01:00:49,839 discourse with other artists 1822 01:00:53,910 --> 01:00:51,760 where there's a history of art and there 1823 01:00:57,190 --> 01:00:53,920 are certain movements in art and artists 1824 01:00:58,710 --> 01:00:57,200 are engaging with this movement and 1825 01:01:01,270 --> 01:00:58,720 of course these are the artists that by 1826 01:01:03,670 --> 01:01:01,280 definition are the most influential ones 1827 01:01:05,190 --> 01:01:03,680 but not all artists care about being 1828 01:01:06,710 --> 01:01:05,200 influential 1829 01:01:08,309 --> 01:01:06,720 there are many artists which only care 1830 01:01:09,030 --> 01:01:08,319 about their own inner imagery and this 1831 01:01:11,750 --> 01:01:09,040 imagery 1832 01:01:13,750 --> 01:01:11,760 has only an incidental relationship to 1833 01:01:15,750 --> 01:01:13,760 what happens around them 1834 01:01:17,829 --> 01:01:15,760 and there is also a lot of art that is 1835 01:01:18,950 --> 01:01:17,839 uh directed on the political or the 1836 01:01:22,069 --> 01:01:18,960 social and so on 1837 01:01:24,069 --> 01:01:22,079 it's not necessarily activism but it's 1838 01:01:26,230 --> 01:01:24,079 the relationship that the self 1839 01:01:27,670 --> 01:01:26,240 experiences in the contrast or in the 1840 01:01:29,109 --> 01:01:27,680 conflict with the environment 1841 01:01:31,670 --> 01:01:29,119 which itself gives rise to the 1842 01:01:34,549 --> 01:01:31,680 observation to the object of the art 1843 01:01:38,950 --> 01:01:34,559 and uh if you uh live in a society like 1844 01:01:41,270 --> 01:01:38,960 eastern germany it's a very interesting 1845 01:01:43,270 --> 01:01:41,280 point in history because eastern germany 1846 01:01:45,589 --> 01:01:43,280 had a weird economy 1847 01:01:47,349 --> 01:01:45,599 we guaranteed everybody a job we 1848 01:01:50,230 --> 01:01:47,359 guaranteed everybody 1849 01:01:51,270 --> 01:01:50,240 health insurance and a pension and a 1850 01:01:54,549 --> 01:01:51,280 home 1851 01:01:56,630 --> 01:01:54,559 and it sounds great yes and 1852 01:01:58,230 --> 01:01:56,640 uh i think it objectively was great in 1853 01:02:00,950 --> 01:01:58,240 some sense uh 1854 01:02:02,789 --> 01:02:00,960 the productivity was very low uh because 1855 01:02:05,910 --> 01:02:02,799 uh people were not incentivized 1856 01:02:06,390 --> 01:02:05,920 to work very hard because as a result of 1857 01:02:08,150 --> 01:02:06,400 working 1858 01:02:09,990 --> 01:02:08,160 very hard you didn't get better foot or 1859 01:02:10,630 --> 01:02:10,000 a better home or something like that 1860 01:02:13,029 --> 01:02:10,640 right so 1861 01:02:14,630 --> 01:02:13,039 people uh had maintained roughly the 1862 01:02:18,230 --> 01:02:14,640 same productivity as they did 1863 01:02:20,230 --> 01:02:18,240 as they did in the 1950s and it was not 1864 01:02:21,750 --> 01:02:20,240 the fault of the individual necessarily 1865 01:02:23,029 --> 01:02:21,760 it was the fault of how the entire 1866 01:02:25,990 --> 01:02:23,039 system was set up 1867 01:02:27,109 --> 01:02:26,000 so for instance uh the uh factories in 1868 01:02:30,390 --> 01:02:27,119 eastern germany 1869 01:02:32,309 --> 01:02:30,400 were commonly owned or nationally owned 1870 01:02:33,829 --> 01:02:32,319 this means nobody had skin in the game 1871 01:02:34,950 --> 01:02:33,839 there was no single individual that 1872 01:02:37,270 --> 01:02:34,960 stood to profit 1873 01:02:39,109 --> 01:02:37,280 if the factory was more productive and 1874 01:02:42,230 --> 01:02:39,119 if an individual was more productive 1875 01:02:44,230 --> 01:02:42,240 in a largely unproductive factory 1876 01:02:46,150 --> 01:02:44,240 it didn't have a big result on the 1877 01:02:48,549 --> 01:02:46,160 global outcome of society 1878 01:02:49,990 --> 01:02:48,559 it would only uh have a massive result 1879 01:02:50,549 --> 01:02:50,000 on the well-being of that individual 1880 01:02:52,470 --> 01:02:50,559 because 1881 01:02:54,069 --> 01:02:52,480 it was working very hard without uh 1882 01:02:56,230 --> 01:02:54,079 having a good result while everybody 1883 01:02:58,470 --> 01:02:56,240 else around them was slacking off 1884 01:03:00,069 --> 01:02:58,480 right so uh that was one of the big 1885 01:03:02,150 --> 01:03:00,079 issues and i think that ultimately it 1886 01:03:04,630 --> 01:03:02,160 was the economy that killed the east 1887 01:03:06,470 --> 01:03:04,640 the ability the inability to set 1888 01:03:09,670 --> 01:03:06,480 incentives for innovation 1889 01:03:11,349 --> 01:03:09,680 and uh this thing that you 1890 01:03:12,630 --> 01:03:11,359 have need to have a factory where 1891 01:03:14,549 --> 01:03:12,640 somebody has skin in the game so 1892 01:03:17,190 --> 01:03:14,559 somebody owns the factory and 1893 01:03:17,990 --> 01:03:17,200 profits directly from the results of the 1894 01:03:20,150 --> 01:03:18,000 factory 1895 01:03:21,750 --> 01:03:20,160 leads to a large inequality and as a 1896 01:03:23,510 --> 01:03:21,760 result to injustice 1897 01:03:25,670 --> 01:03:23,520 but we had the control group western 1898 01:03:27,990 --> 01:03:25,680 germany had this amazing injustice where 1899 01:03:29,270 --> 01:03:28,000 you have billionaires that own factories 1900 01:03:31,029 --> 01:03:29,280 and you have lots and lots of people 1901 01:03:33,270 --> 01:03:31,039 that work for the billionaires 1902 01:03:35,109 --> 01:03:33,280 and uh own a fraction of what they do 1903 01:03:38,470 --> 01:03:35,119 and have a life that is 1904 01:03:40,470 --> 01:03:38,480 arguably perhaps a fraction is good but 1905 01:03:42,230 --> 01:03:40,480 the point is the life of these workers 1906 01:03:43,829 --> 01:03:42,240 in the factories in the west was way 1907 01:03:45,510 --> 01:03:43,839 better than the life of the workers and 1908 01:03:47,510 --> 01:03:45,520 the factories in the east 1909 01:03:49,349 --> 01:03:47,520 because uh the productivity was so much 1910 01:03:51,109 --> 01:03:49,359 higher there were better consumer goods 1911 01:03:52,470 --> 01:03:51,119 and there was a better protection of the 1912 01:03:53,829 --> 01:03:52,480 environment as a result of the better 1913 01:03:56,549 --> 01:03:53,839 productivity 1914 01:03:56,950 --> 01:03:56,559 and uh there were more civil rights you 1915 01:04:00,230 --> 01:03:56,960 could 1916 01:04:01,829 --> 01:04:00,240 take uh holidays at grander beaches you 1917 01:04:03,670 --> 01:04:01,839 could travel the world and so on and so 1918 01:04:05,910 --> 01:04:03,680 on why does increased productivity go 1919 01:04:07,670 --> 01:04:05,920 hand in hand with civil rights 1920 01:04:10,390 --> 01:04:07,680 uh because there is more to go around 1921 01:04:13,670 --> 01:04:10,400 you can uh you have more room to 1922 01:04:15,990 --> 01:04:13,680 ask for things if you are better off 1923 01:04:17,910 --> 01:04:16,000 if once you are better off it's much 1924 01:04:20,069 --> 01:04:17,920 harder to oppress you because you 1925 01:04:21,029 --> 01:04:20,079 have alternatives to what is being given 1926 01:04:22,789 --> 01:04:21,039 to you 1927 01:04:24,630 --> 01:04:22,799 and in some sense once you have a 1928 01:04:27,029 --> 01:04:24,640 society where the individual is not 1929 01:04:29,430 --> 01:04:27,039 terrorized into compliance 1930 01:04:30,910 --> 01:04:29,440 then this individual will try to take as 1931 01:04:32,230 --> 01:04:30,920 much freedom as they can get for 1932 01:04:34,950 --> 01:04:32,240 self-actualization 1933 01:04:35,750 --> 01:04:34,960 and so western germany gave in some 1934 01:04:38,870 --> 01:04:35,760 sense more 1935 01:04:41,829 --> 01:04:38,880 a room for self-actualization to 1936 01:04:42,390 --> 01:04:41,839 the working class but uh at the same 1937 01:04:45,430 --> 01:04:42,400 time 1938 01:04:45,910 --> 01:04:45,440 if you were not interested into having 1939 01:04:47,829 --> 01:04:45,920 goods 1940 01:04:49,349 --> 01:04:47,839 if you were not interested in having a 1941 01:04:51,829 --> 01:04:49,359 big expensive car 1942 01:04:53,589 --> 01:04:51,839 if you're not interested in making uh 1943 01:04:56,470 --> 01:04:53,599 traveling the world and so on 1944 01:04:58,390 --> 01:04:56,480 then eastern germany gave more room of 1945 01:05:00,470 --> 01:04:58,400 for self-actualization to artists 1946 01:05:02,549 --> 01:05:00,480 because at a certain baseline you didn't 1947 01:05:02,870 --> 01:05:02,559 have to worry about existential issues 1948 01:05:12,150 --> 01:05:02,880 you 1949 01:05:14,150 --> 01:05:12,160 so the hardest part just so 1950 01:05:15,750 --> 01:05:14,160 i can recapitulate the hardest part for 1951 01:05:16,710 --> 01:05:15,760 an artist is to make a living because 1952 01:05:18,549 --> 01:05:16,720 what you're doing 1953 01:05:19,589 --> 01:05:18,559 is you're making the art not to eat 1954 01:05:20,870 --> 01:05:19,599 you're eating for the art like you 1955 01:05:22,549 --> 01:05:20,880 mentioned before yes you want to have 1956 01:05:23,910 --> 01:05:22,559 space so you can do 1957 01:05:26,230 --> 01:05:23,920 yeah you want to have space for the 1958 01:05:26,950 --> 01:05:26,240 non-economical thing the the economical 1959 01:05:28,630 --> 01:05:26,960 thing is 1960 01:05:30,470 --> 01:05:28,640 the thing that the artist doesn't like 1961 01:05:32,230 --> 01:05:30,480 the ins to making art instrumental for 1962 01:05:33,670 --> 01:05:32,240 something that you can sell 1963 01:05:35,510 --> 01:05:33,680 is something that most artists don't 1964 01:05:37,270 --> 01:05:35,520 like most artists just want to be left 1965 01:05:39,109 --> 01:05:37,280 alone and do their art 1966 01:05:40,309 --> 01:05:39,119 and uh of course they need to eat and 1967 01:05:42,069 --> 01:05:40,319 they need to have they need to 1968 01:05:44,069 --> 01:05:42,079 have some sort of support structure and 1969 01:05:45,670 --> 01:05:44,079 so in some sense eastern germany uh 1970 01:05:47,510 --> 01:05:45,680 gave you all these things if you were 1971 01:05:48,710 --> 01:05:47,520 willing to resist the political pressure 1972 01:05:51,029 --> 01:05:48,720 and the social pressure 1973 01:05:53,109 --> 01:05:51,039 of playing along with the system if you 1974 01:05:55,589 --> 01:05:53,119 were willing to say um 1975 01:05:57,670 --> 01:05:55,599 you know you cannot do anything to me as 1976 01:06:00,710 --> 01:05:57,680 long as i have something in the fridge 1977 01:06:02,309 --> 01:06:00,720 and i just do my art uh that was amazing 1978 01:06:05,829 --> 01:06:02,319 right so you could uh 1979 01:06:08,230 --> 01:06:05,839 if you were willing to um say i'm not 1980 01:06:09,270 --> 01:06:08,240 part of this worker collective i'm i 1981 01:06:11,510 --> 01:06:09,280 don't want to have 1982 01:06:12,390 --> 01:06:11,520 a job in the factory and so on you could 1983 01:06:15,190 --> 01:06:12,400 do what my 1984 01:06:16,950 --> 01:06:15,200 father did and and he was sometimes a 1985 01:06:19,270 --> 01:06:16,960 child of 1968 1986 01:06:20,069 --> 01:06:19,280 he bought a house in the countryside a 1987 01:06:21,589 --> 01:06:20,079 watermill 1988 01:06:23,589 --> 01:06:21,599 and because he didn't get along very 1989 01:06:25,990 --> 01:06:23,599 well with society he was a nerd in some 1990 01:06:27,910 --> 01:06:26,000 sense without knowing what that was 1991 01:06:29,670 --> 01:06:27,920 and decided to have his own life built 1992 01:06:31,670 --> 01:06:29,680 his own kingdom where he wouldn't have 1993 01:06:33,349 --> 01:06:31,680 have these conflicts with the political 1994 01:06:34,710 --> 01:06:33,359 reality and the social reality of the 1995 01:06:36,230 --> 01:06:34,720 society around him 1996 01:06:38,150 --> 01:06:36,240 and could just have the life that he 1997 01:06:41,029 --> 01:06:38,160 wanted to which was painting and 1998 01:06:43,270 --> 01:06:41,039 sculptures and whatever crossed his mind 1999 01:06:44,789 --> 01:06:43,280 once you characterized fascism as a 2000 01:06:45,990 --> 01:06:44,799 super organism that doesn't care about 2001 01:06:48,069 --> 01:06:46,000 the individual cell 2002 01:06:49,990 --> 01:06:48,079 and if you're not contributing to the 2003 01:06:51,829 --> 01:06:50,000 whole then you're excised 2004 01:06:54,230 --> 01:06:51,839 and i was curious what's the difference 2005 01:06:54,549 --> 01:06:54,240 between that characterization of fascism 2006 01:06:58,789 --> 01:06:54,559 and 2007 01:07:00,309 --> 01:06:58,799 communism communism is tricky because it 2008 01:07:02,230 --> 01:07:00,319 didn't really exist right eastern 2009 01:07:02,630 --> 01:07:02,240 germany didn't call itself communist it 2010 01:07:08,950 --> 01:07:02,640 was 2011 01:07:11,270 --> 01:07:08,960 utopia that we aspire to have 2012 01:07:14,470 --> 01:07:11,280 in many many generations but it was 2013 01:07:17,430 --> 01:07:14,480 basically our promise of the afterlife 2014 01:07:18,069 --> 01:07:17,440 that justified the present injustices 2015 01:07:27,750 --> 01:07:18,079 and 2016 01:07:30,230 --> 01:07:27,760 i think that there was a big difference 2017 01:07:30,870 --> 01:07:30,240 between the socialist country that i 2018 01:07:33,670 --> 01:07:30,880 lived in 2019 01:07:34,710 --> 01:07:33,680 and fascism fascism defines the value of 2020 01:07:38,390 --> 01:07:34,720 the individual 2021 01:07:41,430 --> 01:07:38,400 exactly as its contribution to the group 2022 01:07:43,510 --> 01:07:41,440 which means if you are a disabled person 2023 01:07:45,349 --> 01:07:43,520 you should probably die because your 2024 01:07:47,109 --> 01:07:45,359 value is not negative 2025 01:07:49,349 --> 01:07:47,119 right if you are a person that is not 2026 01:07:51,589 --> 01:07:49,359 identifying as part of the group 2027 01:07:52,870 --> 01:07:51,599 for instance if you are jewish and you 2028 01:07:54,710 --> 01:07:52,880 have your own community 2029 01:07:56,230 --> 01:07:54,720 and your own values and your more 2030 01:07:59,109 --> 01:07:56,240 cosmopolitan and 2031 01:07:59,510 --> 01:07:59,119 bound to a cosmopolitan culture and not 2032 01:08:02,710 --> 01:07:59,520 to 2033 01:08:05,910 --> 01:08:02,720 the idea of supremacism of 2034 01:08:06,230 --> 01:08:05,920 white aryans um you are an enemy right 2035 01:08:11,270 --> 01:08:06,240 you 2036 01:08:13,510 --> 01:08:11,280 something that lives inside of this 2037 01:08:15,349 --> 01:08:13,520 super organism and you should be removed 2038 01:08:19,030 --> 01:08:15,359 by its immune response 2039 01:08:20,870 --> 01:08:19,040 and so this uh extreme brutality of 2040 01:08:22,390 --> 01:08:20,880 fascism that is destroying everything 2041 01:08:24,149 --> 01:08:22,400 that is not itself 2042 01:08:25,510 --> 01:08:24,159 and that is it doesn't perceive as 2043 01:08:28,709 --> 01:08:25,520 valuable uh 2044 01:08:29,990 --> 01:08:28,719 is unique to fascism in a way and uh 2045 01:08:31,669 --> 01:08:30,000 especially when you do this at an 2046 01:08:32,950 --> 01:08:31,679 industrial scale if you do this with 2047 01:08:34,630 --> 01:08:32,960 modernist principles 2048 01:08:37,030 --> 01:08:34,640 there are other societies of course 2049 01:08:38,789 --> 01:08:37,040 which uh do the same thing as fascism 2050 01:08:40,149 --> 01:08:38,799 does which eradicate all the individuals 2051 01:08:42,870 --> 01:08:40,159 that do not have 2052 01:08:44,470 --> 01:08:42,880 the warrior tribe for instance or that 2053 01:08:45,030 --> 01:08:44,480 eradicate everybody who's a little bit 2054 01:08:48,390 --> 01:08:45,040 different 2055 01:08:50,829 --> 01:08:48,400 but they don't do this at scale and 2056 01:08:52,149 --> 01:08:50,839 the socialism was also a modernist 2057 01:08:54,870 --> 01:08:52,159 society 2058 01:08:56,789 --> 01:08:54,880 so it worked at scale but it did not 2059 01:08:59,749 --> 01:08:56,799 eradicate individuals 2060 01:09:01,349 --> 01:08:59,759 for being disabled or being different 2061 01:09:04,229 --> 01:09:01,359 there was eugenicism but 2062 01:09:05,669 --> 01:09:04,239 the eugenicism existed at the same scale 2063 01:09:07,749 --> 01:09:05,679 the same amount and roughly the same 2064 01:09:10,950 --> 01:09:07,759 time span as it existed in the west 2065 01:09:12,309 --> 01:09:10,960 right so in the 1970s uh disabled people 2066 01:09:15,510 --> 01:09:12,319 were often sterilized 2067 01:09:17,590 --> 01:09:15,520 because scientists decided or 2068 01:09:18,789 --> 01:09:17,600 society decided or some group within 2069 01:09:20,309 --> 01:09:18,799 society decided 2070 01:09:21,669 --> 01:09:20,319 that they probably shouldn't have 2071 01:09:23,189 --> 01:09:21,679 offspring because most of these 2072 01:09:24,950 --> 01:09:23,199 conditions were heritable 2073 01:09:27,030 --> 01:09:24,960 and would create liability in future 2074 01:09:29,030 --> 01:09:27,040 generations so the trade-off was 2075 01:09:31,030 --> 01:09:29,040 sterilized them and something that we 2076 01:09:34,630 --> 01:09:31,040 think now is immoral 2077 01:09:36,709 --> 01:09:34,640 but uh by and large you were not being 2078 01:09:38,709 --> 01:09:36,719 eradicated because you were different 2079 01:09:40,709 --> 01:09:38,719 eastern germany didn't have gulags as 2080 01:09:44,390 --> 01:09:40,719 stalin did 2081 01:09:45,110 --> 01:09:44,400 the golex were i think arguably as bad 2082 01:09:47,990 --> 01:09:45,120 as the 2083 01:09:49,269 --> 01:09:48,000 cut sets of the fascists and they uh but 2084 01:09:50,470 --> 01:09:49,279 they targeted people more or less 2085 01:09:53,669 --> 01:09:50,480 randomly 2086 01:09:54,470 --> 01:09:53,679 like stalin killed everyone hitler 2087 01:09:56,709 --> 01:09:54,480 killed those 2088 01:09:59,030 --> 01:09:56,719 that he thought were not detrimental to 2089 01:10:02,149 --> 01:09:59,040 the state that were enemies of the state 2090 01:10:04,070 --> 01:10:02,159 and stalin killed people on a whim there 2091 01:10:06,950 --> 01:10:04,080 was no safety in stalinism 2092 01:10:07,669 --> 01:10:06,960 there was uh some safety if you were a 2093 01:10:11,990 --> 01:10:07,679 proper 2094 01:10:15,590 --> 01:10:12,000 member of society in german fascism 2095 01:10:17,669 --> 01:10:15,600 and in eastern germany it was a rather 2096 01:10:18,870 --> 01:10:17,679 civilian society the number of political 2097 01:10:21,270 --> 01:10:18,880 prisoners uh 2098 01:10:24,229 --> 01:10:21,280 was quite comparable to a number of 2099 01:10:27,270 --> 01:10:25,990 so i would say that in terms of civil 2100 01:10:30,870 --> 01:10:27,280 rights and so on it's far 2101 01:10:33,510 --> 01:10:30,880 inferior to what existed in the west 2102 01:10:35,110 --> 01:10:33,520 in the western germany but it was still 2103 01:10:36,630 --> 01:10:35,120 one of the most livable countries in the 2104 01:10:38,390 --> 01:10:36,640 east and just by being different by 2105 01:10:40,390 --> 01:10:38,400 being an artist who didn't play along 2106 01:10:42,229 --> 01:10:40,400 you didn't run the risk to get into 2107 01:10:44,070 --> 01:10:42,239 prison 2108 01:10:45,910 --> 01:10:44,080 let's get to some of your powerpoint 2109 01:10:48,630 --> 01:10:45,920 slides is that okay 2110 01:10:51,510 --> 01:10:48,640 okay let's see if i can do some screen 2111 01:10:55,030 --> 01:10:52,790 okay so it says an architecture of 2112 01:10:58,310 --> 01:10:55,040 consciousness let's see there were a few 2113 01:10:59,669 --> 01:10:58,320 points in here that i was i wasn't sure 2114 01:11:00,390 --> 01:10:59,679 exactly about okay so construction 2115 01:11:01,669 --> 01:11:00,400 process c 2116 01:11:03,510 --> 01:11:01,679 changes the brain state so this is the 2117 01:11:05,350 --> 01:11:03,520 brain state x i at some point 2118 01:11:06,630 --> 01:11:05,360 then based on the brain state changes it 2119 01:11:08,630 --> 01:11:06,640 from x i 2120 01:11:09,990 --> 01:11:08,640 one minus one which is the prior brain 2121 01:11:11,510 --> 01:11:10,000 state cool okay 2122 01:11:13,350 --> 01:11:11,520 okay so that's like almost like an 2123 01:11:15,910 --> 01:11:13,360 evolution in physics where you have a 2124 01:11:17,669 --> 01:11:15,920 state and then you evolve it by one step 2125 01:11:19,350 --> 01:11:17,679 okay okay so then you have an 2126 01:11:21,270 --> 01:11:19,360 attentional process 2127 01:11:22,550 --> 01:11:21,280 that scans the current brain state and 2128 01:11:24,229 --> 01:11:22,560 records gender 2129 01:11:26,630 --> 01:11:24,239 okay what are the generative parameters 2130 01:11:28,790 --> 01:11:26,640 of x i so excise your brain state border 2131 01:11:30,310 --> 01:11:28,800 the generative parameters 2132 01:11:31,990 --> 01:11:30,320 i think this explanation is way too 2133 01:11:33,669 --> 01:11:32,000 technical i i know i think i have a 2134 01:11:34,950 --> 01:11:33,679 better way of explaining all this than 2135 01:11:38,870 --> 01:11:34,960 these slides 2136 01:11:41,430 --> 01:11:38,880 yes 2017 after all so uh 2137 01:11:42,390 --> 01:11:41,440 imagine that uh your organism is a 2138 01:11:44,229 --> 01:11:42,400 control system 2139 01:11:46,149 --> 01:11:44,239 so there's a big control agent that is 2140 01:11:48,630 --> 01:11:46,159 regulating your body temperature 2141 01:11:49,350 --> 01:11:48,640 and it's uh moving your limbs about and 2142 01:11:51,270 --> 01:11:49,360 uh it's 2143 01:11:52,870 --> 01:11:51,280 doing all these things in the pursuit of 2144 01:11:54,390 --> 01:11:52,880 food and social interaction 2145 01:11:56,149 --> 01:11:54,400 and all the things that are important to 2146 01:11:57,430 --> 01:11:56,159 you and it's basically like a big 2147 01:11:59,990 --> 01:11:57,440 elephant 2148 01:12:01,830 --> 01:12:00,000 and your consciousness is like a monkey 2149 01:12:04,709 --> 01:12:01,840 sitting on top of that big elephant 2150 01:12:05,430 --> 01:12:04,719 and is prodding it and the purpose of 2151 01:12:07,189 --> 01:12:05,440 consciousness 2152 01:12:08,550 --> 01:12:07,199 is basically a control model of the 2153 01:12:12,550 --> 01:12:08,560 attention 2154 01:12:15,270 --> 01:12:12,560 learning 2155 01:12:16,229 --> 01:12:15,280 so what does the elephant learn the 2156 01:12:18,630 --> 01:12:16,239 elephant 2157 01:12:19,270 --> 01:12:18,640 learns in two ways it learns in some 2158 01:12:22,390 --> 01:12:19,280 sense by 2159 01:12:24,149 --> 01:12:22,400 repetition and force right so if you 2160 01:12:25,830 --> 01:12:24,159 just repeat things often enough in the 2161 01:12:27,350 --> 01:12:25,840 environment of the elephant the elephant 2162 01:12:29,430 --> 01:12:27,360 might pick it up 2163 01:12:31,270 --> 01:12:29,440 and the other thing what it learns is 2164 01:12:33,189 --> 01:12:31,280 what it pays attention to 2165 01:12:35,189 --> 01:12:33,199 and paying attention to means you single 2166 01:12:36,950 --> 01:12:35,199 out some features 2167 01:12:38,470 --> 01:12:36,960 and you explore the relationship between 2168 01:12:40,709 --> 01:12:38,480 these features and these features can be 2169 01:12:44,229 --> 01:12:40,719 far remote to each other and they can be 2170 01:12:47,110 --> 01:12:44,239 very abstractly constructed right so 2171 01:12:48,390 --> 01:12:47,120 in some sense you to be able to uh learn 2172 01:12:50,950 --> 01:12:48,400 how to 2173 01:12:52,630 --> 01:12:50,960 dance uh you need to relate extremely 2174 01:12:53,270 --> 01:12:52,640 complicated features in the world you 2175 01:12:55,350 --> 01:12:53,280 need to 2176 01:12:56,310 --> 01:12:55,360 relate the expression of your partner 2177 01:12:58,790 --> 01:12:56,320 the music 2178 01:13:00,630 --> 01:12:58,800 uh the movement of your body uh the 2179 01:13:01,110 --> 01:13:00,640 social context in which the dance takes 2180 01:13:03,590 --> 01:13:01,120 place 2181 01:13:04,950 --> 01:13:03,600 and uh lots lots of things right and to 2182 01:13:06,470 --> 01:13:04,960 do all these things well you need to 2183 01:13:08,870 --> 01:13:06,480 combine them all into 2184 01:13:09,910 --> 01:13:08,880 a unique gestalt that is very hard to 2185 01:13:12,630 --> 01:13:09,920 express in this 2186 01:13:12,950 --> 01:13:12,640 simple specification so what you need to 2187 01:13:15,350 --> 01:13:12,960 have 2188 01:13:17,189 --> 01:13:15,360 is a way of singling out all the aspects 2189 01:13:19,350 --> 01:13:17,199 that go into the dance 2190 01:13:21,030 --> 01:13:19,360 and singing out the way in which you 2191 01:13:22,870 --> 01:13:21,040 have currently related them 2192 01:13:24,229 --> 01:13:22,880 and how you would need to change them to 2193 01:13:25,990 --> 01:13:24,239 improve that 2194 01:13:27,430 --> 01:13:26,000 and you need to figure out whether this 2195 01:13:28,870 --> 01:13:27,440 model of your attention where you should 2196 01:13:30,390 --> 01:13:28,880 direct it it was a good model and 2197 01:13:31,510 --> 01:13:30,400 whether you should change it and 2198 01:13:33,510 --> 01:13:31,520 so you should change what you pay 2199 01:13:36,950 --> 01:13:33,520 attention to right attention is more 2200 01:13:40,870 --> 01:13:39,270 yes then it comes before uh so 2201 01:13:43,669 --> 01:13:40,880 consciousness is the expression 2202 01:13:44,950 --> 01:13:43,679 of attending if you don't attend if 2203 01:13:46,950 --> 01:13:44,960 there is no attention 2204 01:13:48,709 --> 01:13:46,960 at all then there can be no 2205 01:13:50,310 --> 01:13:48,719 consciousness you can only remember 2206 01:13:52,310 --> 01:13:50,320 these things as having been conscious 2207 01:13:56,149 --> 01:13:52,320 that you attended to 2208 01:13:57,830 --> 01:13:56,159 right and also it's not sufficient that 2209 01:13:59,350 --> 01:13:57,840 you attended to them you also need to 2210 01:14:01,910 --> 01:13:59,360 store the things that you 2211 01:14:03,830 --> 01:14:01,920 attended to in such a way that you can 2212 01:14:05,669 --> 01:14:03,840 recreate them later in the context of 2213 01:14:07,189 --> 01:14:05,679 having attended to them so you basically 2214 01:14:08,630 --> 01:14:07,199 need to have an attentional protocol 2215 01:14:11,430 --> 01:14:08,640 that integrates over all these 2216 01:14:15,990 --> 01:14:13,270 and so you have an attention agent 2217 01:14:17,910 --> 01:14:16,000 living inside of the control agent 2218 01:14:19,270 --> 01:14:17,920 and this attention agent is basically 2219 01:14:21,110 --> 01:14:19,280 living inside of your mind 2220 01:14:23,030 --> 01:14:21,120 okay sorry sorry hold on so you have a 2221 01:14:24,470 --> 01:14:23,040 control agent and that control agent 2222 01:14:26,229 --> 01:14:24,480 controls the attention 2223 01:14:28,709 --> 01:14:26,239 no uh you have a control agent that 2224 01:14:31,990 --> 01:14:28,719 controls the organism at large 2225 01:14:33,189 --> 01:14:32,000 the big elephant okay okay let me you're 2226 01:14:34,630 --> 01:14:33,199 just you're teaching me right now this 2227 01:14:36,390 --> 01:14:34,640 is these are office hours 2228 01:14:38,550 --> 01:14:36,400 there's a control agent then there's 2229 01:14:39,750 --> 01:14:38,560 attention and the control agent controls 2230 01:14:42,550 --> 01:14:39,760 the organism 2231 01:14:43,430 --> 01:14:42,560 yes and the mind is the expression of 2232 01:14:46,950 --> 01:14:43,440 attention 2233 01:14:49,030 --> 01:14:46,960 the mind is uh in the way i use the word 2234 01:14:50,870 --> 01:14:49,040 it's basically the uh the software that 2235 01:14:52,470 --> 01:14:50,880 runs on your brain or that emerges over 2236 01:14:54,630 --> 01:14:52,480 the activity of your brain so it's the 2237 01:14:56,630 --> 01:14:54,640 entirety of the mental processes 2238 01:14:57,750 --> 01:14:56,640 and uh you could think of it as the 2239 01:14:59,110 --> 01:14:57,760 operating system 2240 01:15:01,189 --> 01:14:59,120 okay and there's a difference between 2241 01:15:02,310 --> 01:15:01,199 mind and consciousness yes so the mind 2242 01:15:02,790 --> 01:15:02,320 is the whole including the other 2243 01:15:05,270 --> 01:15:02,800 consciousness 2244 01:15:06,790 --> 01:15:05,280 yes okay okay and yeah so i would say 2245 01:15:09,590 --> 01:15:06,800 unconscious mind makes sense 2246 01:15:10,950 --> 01:15:09,600 as a term right so uh most of the of 2247 01:15:13,830 --> 01:15:10,960 what happens in the mind is 2248 01:15:14,709 --> 01:15:13,840 is not conscious yeah and there's also 2249 01:15:16,709 --> 01:15:14,719 uh 2250 01:15:18,229 --> 01:15:16,719 maybe we should go into this separately 2251 01:15:19,510 --> 01:15:18,239 but maybe we should do it now there is 2252 01:15:22,310 --> 01:15:19,520 this very big issue 2253 01:15:23,350 --> 01:15:22,320 uh what does it mean to be conscious 2254 01:15:25,270 --> 01:15:23,360 right it's 2255 01:15:27,750 --> 01:15:25,280 it's unimaginable that the physical 2256 01:15:28,470 --> 01:15:27,760 system like the clockwork could become 2257 01:15:30,229 --> 01:15:28,480 conscious 2258 01:15:31,590 --> 01:15:30,239 how would the physical system become 2259 01:15:33,910 --> 01:15:31,600 conscious something that 2260 01:15:35,910 --> 01:15:33,920 leibniz describes for instance uh with a 2261 01:15:38,470 --> 01:15:35,920 metaphor of a mill imagine that 2262 01:15:40,149 --> 01:15:38,480 your mind was like a big mill of all 2263 01:15:41,590 --> 01:15:40,159 these moving parts and so on and you 2264 01:15:43,189 --> 01:15:41,600 enlarge it in such a way that you can 2265 01:15:45,110 --> 01:15:43,199 enter it and you see all these 2266 01:15:46,229 --> 01:15:45,120 mechanical parts pushing and pulling 2267 01:15:48,229 --> 01:15:46,239 against each other 2268 01:15:50,149 --> 01:15:48,239 there is nothing in there over which 2269 01:15:52,790 --> 01:15:50,159 feelings and emotion and perception 2270 01:15:55,590 --> 01:15:52,800 consciousness could arise 2271 01:15:56,950 --> 01:15:55,600 and this is uh it's very strong 2272 01:15:59,189 --> 01:15:56,960 intuition that also drives 2273 01:16:01,270 --> 01:15:59,199 uh so earl's chinese room argument that 2274 01:16:03,350 --> 01:16:01,280 i think is a reformulation of 2275 01:16:04,630 --> 01:16:03,360 uh leibniz intuition pump here yeah so 2276 01:16:05,590 --> 01:16:04,640 what do you think of that experiment the 2277 01:16:09,270 --> 01:16:05,600 chinese room 2278 01:16:12,550 --> 01:16:09,280 so uh i think the difficulty is that uh 2279 01:16:12,950 --> 01:16:12,560 the uh it's a category mistake to think 2280 01:16:18,390 --> 01:16:12,960 that 2281 01:16:20,149 --> 01:16:18,400 so imagine you were trying to build an 2282 01:16:23,189 --> 01:16:20,159 artificial agent 2283 01:16:25,030 --> 01:16:23,199 that is conscious in the same way as you 2284 01:16:26,790 --> 01:16:25,040 and me are 2285 01:16:28,310 --> 01:16:26,800 you we cannot do this with the physical 2286 01:16:30,149 --> 01:16:28,320 system right the physical system cannot 2287 01:16:31,910 --> 01:16:30,159 be conscious apparently 2288 01:16:33,430 --> 01:16:31,920 so you would have to simulate it you 2289 01:16:36,870 --> 01:16:33,440 have to make it as if 2290 01:16:38,470 --> 01:16:36,880 to pretend to be conscious 2291 01:16:40,229 --> 01:16:38,480 how would you do this you would you need 2292 01:16:42,709 --> 01:16:40,239 for instance to have qualia qualia 2293 01:16:44,390 --> 01:16:42,719 are the features of experience there are 2294 01:16:45,830 --> 01:16:44,400 things like colors and sounds and the 2295 01:16:49,110 --> 01:16:45,840 relationship between them 2296 01:16:50,870 --> 01:16:49,120 and surfaces and the experience of 2297 01:16:52,390 --> 01:16:50,880 information flowing through space and 2298 01:16:55,270 --> 01:16:52,400 being hindered their pressure 2299 01:16:57,030 --> 01:16:55,280 and lightness and heaviness and so on 2300 01:16:57,990 --> 01:16:57,040 right and valence something feels good 2301 01:17:02,310 --> 01:16:58,000 or bad 2302 01:17:03,830 --> 01:17:02,320 to leave that state or attracts you to 2303 01:17:05,669 --> 01:17:03,840 that state and so on 2304 01:17:06,950 --> 01:17:05,679 and all these dimensions these feature 2305 01:17:08,950 --> 01:17:06,960 dimensions we can of course 2306 01:17:11,590 --> 01:17:08,960 implement as basically geometrical 2307 01:17:15,270 --> 01:17:11,600 models that we can compute 2308 01:17:17,270 --> 01:17:15,280 with formal systems of our choice 2309 01:17:18,790 --> 01:17:17,280 so it's there is technical difficulty in 2310 01:17:20,550 --> 01:17:18,800 how to get all these computations right 2311 01:17:22,870 --> 01:17:20,560 but there is nothing mysterious about 2312 01:17:23,990 --> 01:17:22,880 how to make a system that behaves as if 2313 01:17:25,910 --> 01:17:24,000 it would see colors 2314 01:17:27,830 --> 01:17:25,920 right it's going to not just measure the 2315 01:17:29,270 --> 01:17:27,840 wavelengths but it's going to generalize 2316 01:17:30,870 --> 01:17:29,280 the wavelength in such a way that it 2317 01:17:32,390 --> 01:17:30,880 normalizes over average highlighting 2318 01:17:33,030 --> 01:17:32,400 conditions says for instance red is 2319 01:17:34,950 --> 01:17:33,040 something 2320 01:17:36,070 --> 01:17:34,960 that passes as red under arbitrary 2321 01:17:38,630 --> 01:17:36,080 lighting conditions 2322 01:17:40,229 --> 01:17:38,640 on the surface of an object that is red 2323 01:17:42,070 --> 01:17:40,239 and that you generalize this over all 2324 01:17:43,590 --> 01:17:42,080 the red objects and then you also get 2325 01:17:47,510 --> 01:17:43,600 the associations to 2326 01:17:51,270 --> 01:17:47,520 blood and the flag of the working class 2327 01:17:54,550 --> 01:17:51,280 and to roses and love and heat 2328 01:17:57,590 --> 01:17:54,560 right all the rednesses are now one step 2329 01:17:59,669 --> 01:17:57,600 away from this abstraction of red that 2330 01:18:01,189 --> 01:17:59,679 can be translated as a feature dimension 2331 01:18:04,310 --> 01:18:01,199 as part of the 2332 01:18:06,709 --> 01:18:04,320 simulated experience of a virtual system 2333 01:18:08,550 --> 01:18:06,719 and so uh of course this experience is 2334 01:18:09,669 --> 01:18:08,560 not real there is not really any 2335 01:18:11,830 --> 01:18:09,679 physical system that 2336 01:18:13,750 --> 01:18:11,840 experiences anything it's only being 2337 01:18:15,110 --> 01:18:13,760 represented as if it was it's basically 2338 01:18:18,229 --> 01:18:15,120 like a multimedia story 2339 01:18:19,910 --> 01:18:18,239 it's not written in words in a natural 2340 01:18:20,870 --> 01:18:19,920 language or in a logical language but 2341 01:18:21,990 --> 01:18:20,880 it's written in 2342 01:18:24,550 --> 01:18:22,000 something like a machine learning 2343 01:18:26,709 --> 01:18:24,560 language and then this model is being 2344 01:18:28,470 --> 01:18:26,719 used to drive the behavior of the agent 2345 01:18:30,790 --> 01:18:28,480 it's a control model that is being used 2346 01:18:32,149 --> 01:18:30,800 to inform what the system should learn 2347 01:18:34,790 --> 01:18:32,159 and how it should interact with the 2348 01:18:36,550 --> 01:18:34,800 environment and as a result it produces 2349 01:18:38,070 --> 01:18:36,560 new steps that produces new model 2350 01:18:39,750 --> 01:18:38,080 contents and some of these model 2351 01:18:41,590 --> 01:18:39,760 contents are for instance thoughts 2352 01:18:43,189 --> 01:18:41,600 these are not real thoughts these are as 2353 01:18:46,790 --> 01:18:43,199 if sorts which means 2354 01:18:49,510 --> 01:18:46,800 there are conceptual and linguistic and 2355 01:18:51,030 --> 01:18:49,520 idiotic and imagined configurations of 2356 01:18:52,470 --> 01:18:51,040 such features 2357 01:18:54,149 --> 01:18:52,480 that give rise to the next set of 2358 01:18:55,430 --> 01:18:54,159 features to the next set of thoughts and 2359 01:18:57,350 --> 01:18:55,440 experiences right 2360 01:18:59,590 --> 01:18:57,360 again these are virtual they're not real 2361 01:19:01,510 --> 01:18:59,600 here the is what if the system would 2362 01:19:02,229 --> 01:19:01,520 feel something what if it there was a 2363 01:19:03,830 --> 01:19:02,239 person 2364 01:19:05,350 --> 01:19:03,840 what if there were social interactions 2365 01:19:08,630 --> 01:19:05,360 that would matter to the system 2366 01:19:09,189 --> 01:19:08,640 what if that would experience red in a 2367 01:19:10,870 --> 01:19:09,199 way that 2368 01:19:12,550 --> 01:19:10,880 corresponds to heat and so on right so 2369 01:19:15,510 --> 01:19:12,560 you build all this into the system 2370 01:19:16,470 --> 01:19:15,520 and you let it drive behavior including 2371 01:19:18,470 --> 01:19:16,480 speech 2372 01:19:19,750 --> 01:19:18,480 and self reports and it gives rise to 2373 01:19:20,790 --> 01:19:19,760 the next set of things 2374 01:19:23,430 --> 01:19:20,800 so this system would be 2375 01:19:25,110 --> 01:19:23,440 indistinguishable from us right 2376 01:19:26,709 --> 01:19:25,120 because it's also thinking the same 2377 01:19:28,950 --> 01:19:26,719 things now it's producing the same 2378 01:19:30,790 --> 01:19:28,960 thoughts and producing the same story 2379 01:19:32,550 --> 01:19:30,800 and it would have emotions and 2380 01:19:34,149 --> 01:19:32,560 experiences 2381 01:19:35,910 --> 01:19:34,159 it was experienced phenomena for the 2382 01:19:37,030 --> 01:19:35,920 same reason that a character in a novel 2383 01:19:38,390 --> 01:19:37,040 experiences it 2384 01:19:40,630 --> 01:19:38,400 because it's being written into the 2385 01:19:42,229 --> 01:19:40,640 novel by the author in our case the 2386 01:19:44,149 --> 01:19:42,239 author is the mind 2387 01:19:45,910 --> 01:19:44,159 and i think the answer to the big 2388 01:19:47,910 --> 01:19:45,920 question how is it that we can be 2389 01:19:49,910 --> 01:19:47,920 conscious in the physical universe is 2390 01:19:51,990 --> 01:19:49,920 we are not in the physical universe that 2391 01:19:53,270 --> 01:19:52,000 we only exist in that story we only 2392 01:19:55,910 --> 01:19:53,280 exist in the dream 2393 01:19:56,470 --> 01:19:55,920 that's written by the mind so this is 2394 01:20:00,470 --> 01:19:56,480 the 2395 01:20:02,149 --> 01:20:00,480 consciousness is virtual 2396 01:20:03,990 --> 01:20:02,159 and the experience of realness that we 2397 01:20:05,510 --> 01:20:04,000 have is not the realness of the physical 2398 01:20:07,350 --> 01:20:05,520 universe because the physical universe 2399 01:20:10,390 --> 01:20:07,360 doesn't feel like anything right 2400 01:20:12,310 --> 01:20:10,400 reality doesn't feel real what feels 2401 01:20:14,390 --> 01:20:12,320 real is only simulacrum only a 2402 01:20:17,030 --> 01:20:14,400 simulation can feel real 2403 01:20:19,830 --> 01:20:17,040 to a simulacrum realness itself not 2404 01:20:22,790 --> 01:20:19,840 reality is a simulated property 2405 01:20:24,149 --> 01:20:22,800 consciousness is a simulated property of 2406 01:20:25,990 --> 01:20:24,159 a simulated system 2407 01:20:27,990 --> 01:20:26,000 a physical system cannot be conscious 2408 01:20:31,030 --> 01:20:28,000 only a simulation can be conscious 2409 01:20:33,189 --> 01:20:31,040 outside of the dream there is nobody 2410 01:20:35,270 --> 01:20:33,199 so we're conscious because we're part of 2411 01:20:37,510 --> 01:20:35,280 the story that the brain tells itself 2412 01:20:38,790 --> 01:20:37,520 yes the only conscious inside of the 2413 01:20:40,709 --> 01:20:38,800 story 2414 01:20:42,229 --> 01:20:40,719 and we are inside we are characters in 2415 01:20:42,870 --> 01:20:42,239 in a story that the brain is telling 2416 01:20:44,790 --> 01:20:42,880 itself 2417 01:20:46,070 --> 01:20:44,800 and we can talk across stories so here 2418 01:20:47,110 --> 01:20:46,080 we are 2419 01:20:49,030 --> 01:20:47,120 right now here's where i'm having 2420 01:20:50,149 --> 01:20:49,040 trouble because if i write a lord of the 2421 01:20:52,229 --> 01:20:50,159 rings for example 2422 01:20:53,910 --> 01:20:52,239 is frodo baggins actually feeling 2423 01:20:55,990 --> 01:20:53,920 something or is he just scribbles on a 2424 01:20:57,590 --> 01:20:56,000 paper just because it's a story 2425 01:20:59,030 --> 01:20:57,600 doesn't mean it has to have experiences 2426 01:21:02,149 --> 01:20:59,040 associated with it 2427 01:21:02,629 --> 01:21:02,159 so so why do we question is what do you 2428 01:21:05,910 --> 01:21:02,639 mean by 2429 01:21:07,350 --> 01:21:05,920 is right so uh this is the story 2430 01:21:10,070 --> 01:21:07,360 it sounds like it sounds like bill 2431 01:21:10,790 --> 01:21:10,080 clinton it depends upon what the meaning 2432 01:21:14,149 --> 01:21:10,800 of the word 2433 01:21:14,790 --> 01:21:14,159 is yes yes so it has to do with the 2434 01:21:18,070 --> 01:21:14,800 question of 2435 01:21:21,430 --> 01:21:18,080 uh what's being taken as the uh 2436 01:21:23,750 --> 01:21:21,440 of of reality uh i think that 2437 01:21:25,430 --> 01:21:23,760 reality that cannot be experienced is 2438 01:21:27,750 --> 01:21:25,440 very unsatisfying right it's not the 2439 01:21:30,390 --> 01:21:27,760 reality that most people would refer to 2440 01:21:32,229 --> 01:21:30,400 the experience of reality is something 2441 01:21:34,229 --> 01:21:32,239 that is virtual it's something that's 2442 01:21:35,430 --> 01:21:34,239 it's the experience of the vr generated 2443 01:21:37,189 --> 01:21:35,440 by your mind 2444 01:21:39,750 --> 01:21:37,199 right it's a virtual reality that you 2445 01:21:41,510 --> 01:21:39,760 inhabit as a non-player character 2446 01:21:43,270 --> 01:21:41,520 and the non-player character is 2447 01:21:45,110 --> 01:21:43,280 generated by the mind as well 2448 01:21:47,910 --> 01:21:45,120 to describe the interactions of the 2449 01:21:49,430 --> 01:21:47,920 organism with the world 2450 01:21:51,030 --> 01:21:49,440 right it's a story about what the 2451 01:21:51,830 --> 01:21:51,040 organism does in the words the best 2452 01:21:54,870 --> 01:21:51,840 story that 2453 01:21:56,950 --> 01:21:54,880 the mind can come up with and this story 2454 01:21:59,189 --> 01:21:56,960 is being used to inform the behavior of 2455 01:22:01,110 --> 01:21:59,199 the organism 2456 01:22:03,350 --> 01:22:01,120 and you cannot break out of the story 2457 01:22:07,110 --> 01:22:03,360 that's why the story is real to you so 2458 01:22:10,070 --> 01:22:07,120 the the thing is to uh to frodo 2459 01:22:10,790 --> 01:22:10,080 his feelings are real in the story to us 2460 01:22:12,550 --> 01:22:10,800 they're not 2461 01:22:14,629 --> 01:22:12,560 because we see this from the outside we 2462 01:22:16,310 --> 01:22:14,639 see how this thing can be constructed we 2463 01:22:17,350 --> 01:22:16,320 can even change the story if we have a 2464 01:22:18,709 --> 01:22:17,360 pen and paper 2465 01:22:20,470 --> 01:22:18,719 and can make him feel something 2466 01:22:22,390 --> 01:22:20,480 different but 2467 01:22:23,990 --> 01:22:22,400 to frodo himself it doesn't make sense 2468 01:22:26,310 --> 01:22:24,000 that his feelings are real to him 2469 01:22:29,430 --> 01:22:26,320 unless we write into the story that they 2470 01:22:32,070 --> 01:22:29,440 suddenly don't feel real to him anymore 2471 01:22:32,470 --> 01:22:32,080 right give me a scenario where you can 2472 01:22:35,910 --> 01:22:32,480 write 2473 01:22:38,390 --> 01:22:35,920 and make a conscious being 2474 01:22:38,950 --> 01:22:38,400 from your writing of a story do you just 2475 01:22:41,590 --> 01:22:38,960 write 2476 01:22:43,510 --> 01:22:41,600 frodo now feels so and so and then frodo 2477 01:22:45,910 --> 01:22:43,520 actually does feel so and so 2478 01:22:47,750 --> 01:22:45,920 so it doesn't work with natural language 2479 01:22:48,310 --> 01:22:47,760 you have to use a functional language 2480 01:22:51,350 --> 01:22:48,320 that 2481 01:22:52,550 --> 01:22:51,360 is it's basically not just giving rise 2482 01:22:54,550 --> 01:22:52,560 to a description of 2483 01:22:56,149 --> 01:22:54,560 what photo is doing but you need to have 2484 01:22:59,189 --> 01:22:56,159 a functional implementation 2485 01:23:00,629 --> 01:22:59,199 of an agent in an environment right so 2486 01:23:02,310 --> 01:23:00,639 you need to have something like a 2487 01:23:03,990 --> 01:23:02,320 representation of middle earth and you 2488 01:23:06,229 --> 01:23:04,000 need to have a control agent inside of 2489 01:23:09,270 --> 01:23:06,239 middle earth that is being controlled by 2490 01:23:11,830 --> 01:23:09,280 a frodo self 2491 01:23:12,790 --> 01:23:11,840 and photo self is a model of what frodo 2492 01:23:14,229 --> 01:23:12,800 is 2493 01:23:16,229 --> 01:23:14,239 and it's a model of basically the 2494 01:23:17,910 --> 01:23:16,239 affordances of that agent and the state 2495 01:23:19,669 --> 01:23:17,920 of that agent that is driven by that 2496 01:23:22,870 --> 01:23:19,679 control model 2497 01:23:25,510 --> 01:23:22,880 contain 2498 01:23:26,470 --> 01:23:25,520 thoughts that are the result of produce 2499 01:23:29,270 --> 01:23:26,480 interaction 2500 01:23:30,149 --> 01:23:29,280 with photo's environment and the 2501 01:23:32,870 --> 01:23:30,159 thoughts 2502 01:23:35,510 --> 01:23:32,880 when photo is implemented properly will 2503 01:23:37,669 --> 01:23:35,520 reflect on the needs that this agent has 2504 01:23:39,510 --> 01:23:37,679 and the needs uh are in the agent 2505 01:23:41,270 --> 01:23:39,520 because they're being programmed into it 2506 01:23:43,669 --> 01:23:41,280 right it behaves according to these 2507 01:23:46,070 --> 01:23:43,679 needs and the if the model is adequate 2508 01:23:48,070 --> 01:23:46,080 and is con conforming to those needs 2509 01:23:49,430 --> 01:23:48,080 then this model is representing uh 2510 01:23:51,430 --> 01:23:49,440 pleasure and pain 2511 01:23:52,629 --> 01:23:51,440 in such a way that voter would describe 2512 01:23:54,229 --> 01:23:52,639 them similar to 2513 01:23:56,310 --> 01:23:54,239 the way that we would describe pleasure 2514 01:23:57,990 --> 01:23:56,320 and pain and he would describe them 2515 01:24:00,870 --> 01:23:58,000 as his thoughts because that's the best 2516 01:24:03,430 --> 01:24:00,880 uh implementation of its control model 2517 01:24:05,189 --> 01:24:03,440 that photo's mind can come up with 2518 01:24:07,110 --> 01:24:05,199 so the language that is being used is 2519 01:24:09,750 --> 01:24:07,120 not a natural language is not 2520 01:24:11,110 --> 01:24:09,760 english words or something it's a 2521 01:24:14,310 --> 01:24:11,120 functional language it's 2522 01:24:16,310 --> 01:24:14,320 a programming language in a way 2523 01:24:18,390 --> 01:24:16,320 so can you then take that and stimulate 2524 01:24:20,070 --> 01:24:18,400 a small consciousness 2525 01:24:21,669 --> 01:24:20,080 let's because we mentioned that it's 2526 01:24:23,110 --> 01:24:21,679 extremely complex to do something like a 2527 01:24:25,590 --> 01:24:23,120 human at least at this 2528 01:24:27,750 --> 01:24:25,600 at least in 2020. can we make a small 2529 01:24:30,629 --> 01:24:27,760 conscious agent 2530 01:24:31,270 --> 01:24:30,639 i think that we can but if the agent is 2531 01:24:33,270 --> 01:24:31,280 too small 2532 01:24:35,590 --> 01:24:33,280 it's very difficult to ascribe an 2533 01:24:38,149 --> 01:24:35,600 interesting type of consciousness to it 2534 01:24:39,910 --> 01:24:38,159 and the biggest difficulty is if you 2535 01:24:41,910 --> 01:24:39,920 have a conscious system that is not able 2536 01:24:42,709 --> 01:24:41,920 to attend to anything meaningful that we 2537 01:24:45,430 --> 01:24:42,719 can relate to 2538 01:24:47,189 --> 01:24:45,440 how can we say that it tends to anything 2539 01:24:48,950 --> 01:24:47,199 and in a way the biggest unsolved 2540 01:24:49,990 --> 01:24:48,960 problem of artificial intelligence is 2541 01:24:53,270 --> 01:24:50,000 not consciousness 2542 01:24:54,229 --> 01:24:53,280 it's understanding and understanding 2543 01:24:57,270 --> 01:24:54,239 means that we map 2544 01:24:59,189 --> 01:24:57,280 everything that we perceive onto a 2545 01:25:01,910 --> 01:24:59,199 unified model of the universe 2546 01:25:02,790 --> 01:25:01,920 more or less unified but it's uh we 2547 01:25:05,030 --> 01:25:02,800 basically 2548 01:25:07,110 --> 01:25:05,040 explain something by creating a 2549 01:25:08,950 --> 01:25:07,120 relationship to a unified meaning 2550 01:25:10,390 --> 01:25:08,960 and the unified meaning is our model of 2551 01:25:12,310 --> 01:25:10,400 the world and 2552 01:25:13,990 --> 01:25:12,320 everything that we perceive we are able 2553 01:25:14,629 --> 01:25:14,000 to integrate into this model of the 2554 01:25:16,310 --> 01:25:14,639 world 2555 01:25:20,070 --> 01:25:16,320 and this is something that our ai 2556 01:25:21,430 --> 01:25:20,080 systems are so far incapable of doing 2557 01:25:23,270 --> 01:25:21,440 everything i think we are getting there 2558 01:25:26,229 --> 01:25:23,280 but uh yeah 2559 01:25:27,350 --> 01:25:26,239 is understanding predicated on 2560 01:25:32,470 --> 01:25:27,360 consciousness 2561 01:25:34,229 --> 01:25:32,480 understanding 2562 01:25:35,750 --> 01:25:34,239 and it depends a little bit on how we 2563 01:25:38,550 --> 01:25:35,760 would define understanding 2564 01:25:39,350 --> 01:25:38,560 so uh to understand something in the uh 2565 01:25:41,830 --> 01:25:39,360 it's often 2566 01:25:43,590 --> 01:25:41,840 seen as a verb that means there is a 2567 01:25:45,510 --> 01:25:43,600 relationship between the 2568 01:25:47,189 --> 01:25:45,520 one who understands it and the thing 2569 01:25:48,870 --> 01:25:47,199 that is being understood which means you 2570 01:25:52,070 --> 01:25:48,880 have to have a self concept 2571 01:25:53,590 --> 01:25:52,080 and and a system that can attend and uh 2572 01:25:55,110 --> 01:25:53,600 the self concept needs to have a 2573 01:25:56,229 --> 01:25:55,120 representation of the fact that it's 2574 01:25:58,470 --> 01:25:56,239 currently attending 2575 01:25:59,350 --> 01:25:58,480 and what's in the focus of attention and 2576 01:26:00,870 --> 01:25:59,360 i think if 2577 01:26:02,790 --> 01:26:00,880 the question of whether a system is 2578 01:26:04,709 --> 01:26:02,800 conscious comes down to the question of 2579 01:26:06,070 --> 01:26:04,719 whether it has a functional model of 2580 01:26:08,870 --> 01:26:06,080 what it's attending to 2581 01:26:09,669 --> 01:26:08,880 and the fact that it's attending to it 2582 01:26:11,510 --> 01:26:09,679 right so 2583 01:26:13,669 --> 01:26:11,520 uh you have to have these two aspects 2584 01:26:15,270 --> 01:26:13,679 there's contents of attention 2585 01:26:17,350 --> 01:26:15,280 and the fact that you are currently 2586 01:26:17,990 --> 01:26:17,360 aware of them you using this attentional 2587 01:26:19,510 --> 01:26:18,000 process 2588 01:26:21,110 --> 01:26:19,520 once you have that i think it makes 2589 01:26:22,550 --> 01:26:21,120 sense to ascribe consciousness to the 2590 01:26:23,990 --> 01:26:22,560 system 2591 01:26:25,350 --> 01:26:24,000 have you heard of the other theories of 2592 01:26:26,709 --> 01:26:25,360 consciousness like the integrated 2593 01:26:28,390 --> 01:26:26,719 information theory 2594 01:26:32,390 --> 01:26:28,400 and daniel denetz and so on what do you 2595 01:26:36,390 --> 01:26:32,400 think of them well let's go iit 2596 01:26:36,950 --> 01:26:36,400 i think that iit is several things so it 2597 01:26:39,110 --> 01:26:36,960 starts 2598 01:26:40,629 --> 01:26:39,120 out if you look at the axioms of iit 2599 01:26:42,390 --> 01:26:40,639 with the 2600 01:26:43,750 --> 01:26:42,400 phenomenologist description of 2601 01:26:45,669 --> 01:26:43,760 consciousness it describes what 2602 01:26:47,750 --> 01:26:45,679 consciousness feels like from the inside 2603 01:26:50,470 --> 01:26:47,760 so for instance you have this 2604 01:26:51,189 --> 01:26:50,480 impression over here and now and this uh 2605 01:26:52,950 --> 01:26:51,199 here and now 2606 01:26:54,550 --> 01:26:52,960 is distinct from the physical here and 2607 01:26:56,550 --> 01:26:54,560 now i think 2608 01:26:58,390 --> 01:26:56,560 something that uh iit as far as i'm 2609 01:26:59,350 --> 01:26:58,400 aware doesn't really emphasize but it's 2610 01:27:01,669 --> 01:26:59,360 pretty clear 2611 01:27:02,790 --> 01:27:01,679 that uh from the perspective of the here 2612 01:27:05,110 --> 01:27:02,800 and now in consciousness 2613 01:27:06,149 --> 01:27:05,120 uh the physical universe is is not in 2614 01:27:09,510 --> 01:27:06,159 that here and now 2615 01:27:10,950 --> 01:27:09,520 and cannot be because we often construct 2616 01:27:14,070 --> 01:27:10,960 the conscious experience 2617 01:27:15,669 --> 01:27:14,080 after the fact or predictively 2618 01:27:18,550 --> 01:27:15,679 which means the the here and now of 2619 01:27:21,830 --> 01:27:18,560 physics is smeared out 2620 01:27:23,270 --> 01:27:21,840 right and we are able to experience 2621 01:27:25,990 --> 01:27:23,280 things consciously that 2622 01:27:28,229 --> 01:27:26,000 don't happen physically not just because 2623 01:27:28,870 --> 01:27:28,239 we are simplifying them but uh because 2624 01:27:31,430 --> 01:27:28,880 we 2625 01:27:33,669 --> 01:27:31,440 feed emerge the features of our models 2626 01:27:35,830 --> 01:27:33,679 in a way that is not compatible with the 2627 01:27:37,830 --> 01:27:35,840 physical universe but that is useful 2628 01:27:39,590 --> 01:27:37,840 to the control of the physical universe 2629 01:27:41,270 --> 01:27:39,600 so basically the contents of our 2630 01:27:42,950 --> 01:27:41,280 consciousness are determined by what 2631 01:27:44,470 --> 01:27:42,960 makes up useful control model 2632 01:27:46,229 --> 01:27:44,480 not by what's physically possible and 2633 01:27:49,270 --> 01:27:46,239 what's physically happening 2634 01:27:52,229 --> 01:27:49,280 the other aspect of iit is 2635 01:27:52,870 --> 01:27:52,239 its denial of functionalism so iit in 2636 01:27:56,229 --> 01:27:52,880 some sense 2637 01:27:59,430 --> 01:27:56,239 is makes metaphysical assumptions 2638 01:28:02,229 --> 01:27:59,440 and these metaphysical assumptions i i 2639 01:28:05,270 --> 01:28:02,239 suspect amount to pancychism 2640 01:28:07,430 --> 01:28:05,280 which means that um consciousness 2641 01:28:09,669 --> 01:28:07,440 is in some sense inseparable for matter 2642 01:28:11,030 --> 01:28:09,679 or from the background of the universe 2643 01:28:12,550 --> 01:28:11,040 therefore it must be an intrinsic 2644 01:28:15,830 --> 01:28:12,560 property of matter itself 2645 01:28:17,830 --> 01:28:15,840 you could say imagine you cannot just 2646 01:28:19,669 --> 01:28:17,840 determine what color is and if you look 2647 01:28:21,830 --> 01:28:19,679 with the microscope is you cannot 2648 01:28:23,590 --> 01:28:21,840 see what color is made of right color 2649 01:28:26,550 --> 01:28:23,600 doesn't have components so 2650 01:28:28,470 --> 01:28:26,560 uh color must be an intrinsic part of 2651 01:28:30,870 --> 01:28:28,480 matter color is not made by matter 2652 01:28:31,830 --> 01:28:30,880 it's inseparable for matter every matter 2653 01:28:34,149 --> 01:28:31,840 contains color 2654 01:28:35,510 --> 01:28:34,159 right right this is almost correct but 2655 01:28:37,030 --> 01:28:35,520 it's not because 2656 01:28:38,709 --> 01:28:37,040 if you zoom in at a certain point there 2657 01:28:40,709 --> 01:28:38,719 is no more color 2658 01:28:42,229 --> 01:28:40,719 color only makes sense as a kind of 2659 01:28:43,990 --> 01:28:42,239 interpretation of 2660 01:28:46,229 --> 01:28:44,000 what we sense about matter and i think 2661 01:28:48,709 --> 01:28:46,239 that's also true for consciousness 2662 01:28:50,790 --> 01:28:48,719 right consciousness only exists within 2663 01:28:53,110 --> 01:28:50,800 minds not within the physical universe 2664 01:28:55,270 --> 01:28:53,120 and so in some sense iit i think is 2665 01:28:58,070 --> 01:28:55,280 putting the locus of consciousness into 2666 01:29:00,310 --> 01:28:58,080 a domain where it doesn't belong 2667 01:29:01,910 --> 01:29:00,320 and then there are the technical aspects 2668 01:29:05,669 --> 01:29:01,920 of the implementation of 2669 01:29:08,629 --> 01:29:05,679 uh the i t series iit 2670 01:29:09,590 --> 01:29:08,639 that is this factor phi the measure of 2671 01:29:11,910 --> 01:29:09,600 integration 2672 01:29:13,350 --> 01:29:11,920 and uh there are some good aspects about 2673 01:29:16,870 --> 01:29:13,360 this uh so 2674 01:29:19,669 --> 01:29:16,880 in the sense that uh your own neocortex 2675 01:29:21,030 --> 01:29:19,679 is uh integrating information in such a 2676 01:29:22,390 --> 01:29:21,040 way that when a lot of it is 2677 01:29:25,350 --> 01:29:22,400 synchronized 2678 01:29:26,229 --> 01:29:25,360 and is stored uh in an intentional 2679 01:29:28,310 --> 01:29:26,239 protocol 2680 01:29:29,750 --> 01:29:28,320 then you will probably have a larger 2681 01:29:31,830 --> 01:29:29,760 focus of your 2682 01:29:33,750 --> 01:29:31,840 attentional awareness than when you have 2683 01:29:35,110 --> 01:29:33,760 when your uh consciousness is highly 2684 01:29:36,950 --> 01:29:35,120 fragmented and your 2685 01:29:38,790 --> 01:29:36,960 this will be reflected in the 2686 01:29:39,430 --> 01:29:38,800 fragmentation of the cortical contents 2687 01:29:40,950 --> 01:29:39,440 which means 2688 01:29:43,510 --> 01:29:40,960 that a lot of it is not firing in 2689 01:29:44,310 --> 01:29:43,520 synchrony and this is being described to 2690 01:29:47,350 --> 01:29:44,320 some degree 2691 01:29:48,229 --> 01:29:47,360 by phi but uh this is a relatively small 2692 01:29:51,030 --> 01:29:48,239 aspect in this 2693 01:29:51,990 --> 01:29:51,040 of of phi and i think if you go deeper 2694 01:29:54,390 --> 01:29:52,000 and try to make 2695 01:29:56,390 --> 01:29:54,400 more out of phi then it falls apart 2696 01:29:57,430 --> 01:29:56,400 because you it's no longer necessary in 2697 01:29:59,430 --> 01:29:57,440 sufficient condition 2698 01:30:01,189 --> 01:29:59,440 you don't know what gradual states of 2699 01:30:04,310 --> 01:30:01,199 phi mean and so on 2700 01:30:05,990 --> 01:30:04,320 so i i don't think that i buy iit at 2701 01:30:07,669 --> 01:30:06,000 this point it's not explaining how this 2702 01:30:11,030 --> 01:30:07,679 phenomenon comes about 2703 01:30:13,830 --> 01:30:11,040 and it's uh descriptive and it 2704 01:30:16,149 --> 01:30:13,840 has metaphysics that cannot be evidenced 2705 01:30:19,270 --> 01:30:16,159 that are not predictive 2706 01:30:21,270 --> 01:30:19,280 um the next thing was donald hoffman i 2707 01:30:23,030 --> 01:30:21,280 by donald hoffman's first part of the 2708 01:30:24,950 --> 01:30:23,040 theory which is typically 2709 01:30:26,390 --> 01:30:24,960 the world looks nothing like what we 2710 01:30:29,990 --> 01:30:26,400 experience it as 2711 01:30:33,270 --> 01:30:30,000 that is obviously the case and 2712 01:30:36,629 --> 01:30:33,280 the second half 2713 01:30:38,950 --> 01:30:36,639 i don't follow it's a uh depends on 2714 01:30:40,950 --> 01:30:38,960 in which way you look at uh what he 2715 01:30:44,629 --> 01:30:40,960 writes and spells out 2716 01:30:45,110 --> 01:30:44,639 so uh the second part to me is the thing 2717 01:30:46,950 --> 01:30:45,120 that 2718 01:30:48,870 --> 01:30:46,960 computers are an inadequate 2719 01:30:50,229 --> 01:30:48,880 representation of what our brains are 2720 01:30:51,510 --> 01:30:50,239 doing our brains are not computers 2721 01:30:53,430 --> 01:30:51,520 there's something else 2722 01:30:56,950 --> 01:30:53,440 and i think this results from a 2723 01:30:58,870 --> 01:30:56,960 misunderstanding of what a computer is 2724 01:31:00,790 --> 01:30:58,880 there so he's he's driving the intuition 2725 01:31:02,070 --> 01:31:00,800 here that a computer is a digital von 2726 01:31:05,669 --> 01:31:02,080 neumann machine similar 2727 01:31:05,910 --> 01:31:05,679 to a pc and our brain is not organized 2728 01:31:09,430 --> 01:31:05,920 in 2729 01:31:11,750 --> 01:31:09,440 computers are 2730 01:31:12,709 --> 01:31:11,760 our brains are self-organizing systems 2731 01:31:14,550 --> 01:31:12,719 there are 2732 01:31:16,310 --> 01:31:14,560 oscillators and they use very different 2733 01:31:18,629 --> 01:31:16,320 ways of translating 2734 01:31:19,830 --> 01:31:18,639 the information between the different 2735 01:31:21,830 --> 01:31:19,840 parts and 2736 01:31:23,189 --> 01:31:21,840 achieving coherence and so on than our 2737 01:31:25,110 --> 01:31:23,199 digital computers are 2738 01:31:27,430 --> 01:31:25,120 but this doesn't mean that they cannot 2739 01:31:29,350 --> 01:31:27,440 be described as turing machines 2740 01:31:31,189 --> 01:31:29,360 the turing machine is too general for 2741 01:31:33,750 --> 01:31:31,199 that thing basically 2742 01:31:35,189 --> 01:31:33,760 you're looking at a finite state machine 2743 01:31:36,629 --> 01:31:35,199 that can be used to compute 2744 01:31:39,750 --> 01:31:36,639 representations and 2745 01:31:39,990 --> 01:31:39,760 execute control functions and the brain 2746 01:31:42,709 --> 01:31:40,000 is 2747 01:31:44,310 --> 01:31:42,719 clearly in that category and what we can 2748 01:31:46,310 --> 01:31:44,320 show mathematically is that these 2749 01:31:48,229 --> 01:31:46,320 uh the different instances of that 2750 01:31:48,790 --> 01:31:48,239 category are equivalent to each other 2751 01:31:51,270 --> 01:31:48,800 which means 2752 01:31:52,550 --> 01:31:51,280 there are mappings you can take a 2753 01:31:55,990 --> 01:31:52,560 digital computer 2754 01:31:58,229 --> 01:31:56,000 and create a simulation of the brain 2755 01:31:59,750 --> 01:31:58,239 a virtual brain in that digital computer 2756 01:32:02,470 --> 01:31:59,760 that behaves in the same way 2757 01:32:03,350 --> 01:32:02,480 in principle and also in principle vice 2758 01:32:05,189 --> 01:32:03,360 versa 2759 01:32:07,270 --> 01:32:05,199 so you can create a simulation of a 2760 01:32:08,550 --> 01:32:07,280 digital computer in a brain 2761 01:32:11,189 --> 01:32:08,560 but it's this is much much more 2762 01:32:13,910 --> 01:32:11,199 difficult because our brain is 2763 01:32:15,910 --> 01:32:13,920 largely indeterministic so it's hard to 2764 01:32:18,149 --> 01:32:15,920 get enough determinism from the brain to 2765 01:32:19,110 --> 01:32:18,159 keep a model of a large digital computer 2766 01:32:21,590 --> 01:32:19,120 stable in it 2767 01:32:22,790 --> 01:32:21,600 and so we can only run relatively small 2768 01:32:25,830 --> 01:32:22,800 digital computers 2769 01:32:27,110 --> 01:32:25,840 in our brain but using external tools 2770 01:32:28,229 --> 01:32:27,120 for instance if we are allowed to use 2771 01:32:31,590 --> 01:32:28,239 pen and paper 2772 01:32:33,510 --> 01:32:31,600 we can use our uh analog 2773 01:32:35,990 --> 01:32:33,520 or our chaotic and independentistic 2774 01:32:37,669 --> 01:32:36,000 brains to run pretty large simulations 2775 01:32:39,189 --> 01:32:37,679 of digital computers 2776 01:32:40,790 --> 01:32:39,199 but externalizing the memory and 2777 01:32:42,470 --> 01:32:40,800 determinism 2778 01:32:44,310 --> 01:32:42,480 what about douglas hofstetter's idea of 2779 01:32:45,750 --> 01:32:44,320 consciousness the strange loop i'm not 2780 01:32:46,950 --> 01:32:45,760 sure if you're familiar with it but what 2781 01:32:48,310 --> 01:32:46,960 do you think of it 2782 01:32:50,310 --> 01:32:48,320 and do you mind explaining to the 2783 01:32:54,709 --> 01:32:50,320 audience the idea as far as you 2784 01:32:56,229 --> 01:32:54,719 understand it 2785 01:32:57,910 --> 01:32:56,239 i don't think that i can adequately 2786 01:33:01,350 --> 01:32:57,920 explain it uh 2787 01:33:07,350 --> 01:33:04,390 found about to a tradition of uh 2788 01:33:10,709 --> 01:33:07,360 computer science that is uh taking 2789 01:33:13,910 --> 01:33:12,070 talking about a property of the 2790 01:33:16,870 --> 01:33:13,920 languages that he still try to use 2791 01:33:17,350 --> 01:33:16,880 so he's not a proper computationalist he 2792 01:33:19,510 --> 01:33:17,360 is 2793 01:33:20,870 --> 01:33:19,520 using classical semantics to describe 2794 01:33:23,590 --> 01:33:20,880 computational system 2795 01:33:25,110 --> 01:33:23,600 and it leads to contradictions in his 2796 01:33:27,430 --> 01:33:25,120 descriptions 2797 01:33:30,070 --> 01:33:27,440 and i think that the strange loop is in 2798 01:33:33,030 --> 01:33:30,080 the class of these contradictions 2799 01:33:34,790 --> 01:33:33,040 and i i think that our consciousness is 2800 01:33:37,510 --> 01:33:34,800 not strange 2801 01:33:39,669 --> 01:33:37,520 as a loop it's there is some loop going 2802 01:33:41,270 --> 01:33:39,679 on but it's not a strange loop at all 2803 01:33:43,110 --> 01:33:41,280 it's a loop that goes between the 2804 01:33:45,030 --> 01:33:43,120 contents of the attention 2805 01:33:46,709 --> 01:33:45,040 and uh paying attention to the fact that 2806 01:33:48,390 --> 01:33:46,719 we still pay attention so we notice that 2807 01:33:50,790 --> 01:33:48,400 we haven't drifted off 2808 01:33:52,390 --> 01:33:50,800 so the strange loop sorry the strange 2809 01:33:53,590 --> 01:33:52,400 loop doesn't exist there's no such thing 2810 01:33:55,430 --> 01:33:53,600 as a strange loop because it's 2811 01:33:56,790 --> 01:33:55,440 predicated on false mathematics or at 2812 01:33:58,709 --> 01:33:56,800 mathematics that doesn't apply so 2813 01:34:00,629 --> 01:33:58,719 yes but i am not sure if i represent it 2814 01:34:00,950 --> 01:34:00,639 adequately and i would have to reread it 2815 01:34:03,430 --> 01:34:00,960 and 2816 01:34:04,070 --> 01:34:03,440 properly formulate it so i am reluctant 2817 01:34:06,310 --> 01:34:04,080 to 2818 01:34:07,910 --> 01:34:06,320 talk about it because i cannot properly 2819 01:34:08,310 --> 01:34:07,920 translate and define it here i would 2820 01:34:11,510 --> 01:34:08,320 have to 2821 01:34:13,430 --> 01:34:11,520 uh look it up again yeah no problem how 2822 01:34:14,870 --> 01:34:13,440 about the holonomic theory the holonomic 2823 01:34:16,790 --> 01:34:14,880 brain theory 2824 01:34:19,189 --> 01:34:16,800 oh it's a long time that i stumbled into 2825 01:34:21,189 --> 01:34:19,199 this one i didn't quite understand how 2826 01:34:23,110 --> 01:34:21,199 it was explaining consciousness so there 2827 01:34:27,189 --> 01:34:23,120 is a certain way in which 2828 01:34:28,709 --> 01:34:27,199 it is pointing at the hierarchies 2829 01:34:30,470 --> 01:34:28,719 of perception that we have and that's 2830 01:34:32,550 --> 01:34:30,480 accurate but 2831 01:34:35,510 --> 01:34:32,560 uh i i haven't understood how the 2832 01:34:37,830 --> 01:34:35,520 holonomics theory explains consciousness 2833 01:34:39,510 --> 01:34:37,840 in the sense that i i didn't see a 2834 01:34:42,390 --> 01:34:39,520 specification that i can implement and 2835 01:34:44,709 --> 01:34:42,400 end up with a conscious system 2836 01:34:45,750 --> 01:34:44,719 how about daniel dennett's idea of 2837 01:34:47,590 --> 01:34:45,760 consciousness 2838 01:34:50,070 --> 01:34:47,600 or at least his explanation is to how 2839 01:34:52,070 --> 01:34:50,080 consciousness arises and what it is 2840 01:34:53,590 --> 01:34:52,080 i think that danette as far as i 2841 01:34:55,590 --> 01:34:53,600 understand than it is 2842 01:34:56,709 --> 01:34:55,600 uh there's nothing wrong with what 2843 01:35:00,070 --> 01:34:56,719 danette says ever 2844 01:35:02,629 --> 01:35:00,080 the incredible person that that uh 2845 01:35:03,990 --> 01:35:02,639 so the things that i read from him i 2846 01:35:06,629 --> 01:35:04,000 don't have any objections 2847 01:35:08,470 --> 01:35:06,639 except that he seems to ignore the part 2848 01:35:11,430 --> 01:35:08,480 that most people struggle with 2849 01:35:12,629 --> 01:35:11,440 which is phenomenal experience so 2850 01:35:15,990 --> 01:35:12,639 basically he does 2851 01:35:19,189 --> 01:35:16,000 make fun of the people that explain 2852 01:35:20,870 --> 01:35:19,199 how mary proves that 2853 01:35:22,790 --> 01:35:20,880 machines cannot be conscious and he's 2854 01:35:24,950 --> 01:35:22,800 justified in making fun of them and 2855 01:35:27,030 --> 01:35:24,960 it's a very good read but he is not 2856 01:35:29,109 --> 01:35:27,040 going to convince any of these people 2857 01:35:30,390 --> 01:35:29,119 because he is not deconstructing the 2858 01:35:32,390 --> 01:35:30,400 thing that they are struggling with 2859 01:35:35,270 --> 01:35:32,400 which is phenomenal experience 2860 01:35:36,950 --> 01:35:35,280 he is mostly seems to be ignoring it so 2861 01:35:39,990 --> 01:35:36,960 it's incomplete it's correct 2862 01:35:41,590 --> 01:35:40,000 but incomplete i yeah i suspect that he 2863 01:35:42,149 --> 01:35:41,600 doesn't think that there's that much to 2864 01:35:44,149 --> 01:35:42,159 explain 2865 01:35:45,750 --> 01:35:44,159 because he uh may not have that much 2866 01:35:47,430 --> 01:35:45,760 phenomenal experience he probably has a 2867 01:35:49,350 --> 01:35:47,440 fantasia 2868 01:35:50,470 --> 01:35:49,360 only speculating here it could be that 2869 01:35:53,350 --> 01:35:50,480 basically uh 2870 01:35:54,830 --> 01:35:53,360 then its mind is so conceptual that he 2871 01:35:56,390 --> 01:35:54,840 doesn't think that there is that much to 2872 01:35:58,470 --> 01:35:56,400 explain 2873 01:36:00,229 --> 01:35:58,480 and there are people which are rarely 2874 01:36:02,310 --> 01:36:00,239 visiting the conceptual realm 2875 01:36:03,510 --> 01:36:02,320 and they make the have the experience 2876 01:36:05,910 --> 01:36:03,520 that the this 2877 01:36:07,990 --> 01:36:05,920 logical language is unfit to describe 2878 01:36:10,229 --> 01:36:08,000 anything of consequence in in 2879 01:36:12,229 --> 01:36:10,239 real everyday life so how could it 2880 01:36:12,790 --> 01:36:12,239 explain something that is so fundamental 2881 01:36:14,950 --> 01:36:12,800 as 2882 01:36:16,550 --> 01:36:14,960 a phenomenal experience right you need 2883 01:36:19,990 --> 01:36:16,560 art to describe that 2884 01:36:21,669 --> 01:36:20,000 and uh danette is so far removed in the 2885 01:36:23,270 --> 01:36:21,679 way that he speaks talks 2886 01:36:24,790 --> 01:36:23,280 things operates that his own mind 2887 01:36:26,990 --> 01:36:24,800 operates that it's 2888 01:36:28,229 --> 01:36:27,000 very hard i think to see for the 2889 01:36:30,070 --> 01:36:28,239 phenomenologists 2890 01:36:31,590 --> 01:36:30,080 how dennet is actually talking about the 2891 01:36:33,910 --> 01:36:31,600 same thing 2892 01:36:35,590 --> 01:36:33,920 but uh having said that i do think that 2893 01:36:37,510 --> 01:36:35,600 danette is right 2894 01:36:39,109 --> 01:36:37,520 it's just he is not giving us a 2895 01:36:41,030 --> 01:36:39,119 specification that we can implement at 2896 01:36:42,709 --> 01:36:41,040 this point then again he's a philosopher 2897 01:36:44,870 --> 01:36:42,719 so he's not uh dealing with the 2898 01:36:48,550 --> 01:36:44,880 specifications very much 2899 01:36:50,470 --> 01:36:48,560 uh and so when i read done it i 2900 01:36:53,189 --> 01:36:50,480 i don't object to anything that i read 2901 01:36:54,870 --> 01:36:53,199 so far but uh i also learned very little 2902 01:36:57,030 --> 01:36:54,880 it's basically trivially true but it 2903 01:36:59,669 --> 01:36:57,040 says 2904 01:37:01,109 --> 01:36:59,679 how about the sensory motor theory so uh 2905 01:37:02,709 --> 01:37:01,119 what does it mean to have a sensory 2906 01:37:04,310 --> 01:37:02,719 motor theory of consciousness i suspect 2907 01:37:06,790 --> 01:37:04,320 that there are a number of 2908 01:37:07,830 --> 01:37:06,800 people that would refer to sensory motor 2909 01:37:10,950 --> 01:37:07,840 integration 2910 01:37:14,390 --> 01:37:10,960 as at the core of consciousness and 2911 01:37:16,390 --> 01:37:14,400 you could say that there is crucially a 2912 01:37:19,990 --> 01:37:16,400 notion of agency that results 2913 01:37:22,390 --> 01:37:20,000 from performing actions 2914 01:37:24,629 --> 01:37:22,400 and sensing the result of the actions 2915 01:37:25,830 --> 01:37:24,639 and making sense of the relationship 2916 01:37:30,229 --> 01:37:25,840 between 2917 01:37:35,430 --> 01:37:33,270 when i was confronted with this notion 2918 01:37:36,629 --> 01:37:35,440 i i thought well how do you know that 2919 01:37:39,750 --> 01:37:36,639 there is action 2920 01:37:42,950 --> 01:37:39,760 what exists is eventually just a notion 2921 01:37:46,470 --> 01:37:44,709 have you heard of bergson's theory of 2922 01:37:48,870 --> 01:37:46,480 consciousness 2923 01:37:50,390 --> 01:37:48,880 wait let's let's go yeah sorry sorry 2924 01:37:50,950 --> 01:37:50,400 let's continue with the sensory motor 2925 01:37:53,430 --> 01:37:50,960 thing if 2926 01:37:54,550 --> 01:37:53,440 you're still yeah no i apologize i took 2927 01:37:58,950 --> 01:37:54,560 your pauses 2928 01:38:01,270 --> 01:37:58,960 as as you were finished no no um 2929 01:38:02,390 --> 01:38:01,280 my bad by the way just in case i'm a bit 2930 01:38:04,550 --> 01:38:02,400 loopy i 2931 01:38:06,229 --> 01:38:04,560 i haven't had enough i haven't had sleep 2932 01:38:08,709 --> 01:38:06,239 proper sleep in like three days and i've 2933 01:38:09,590 --> 01:38:08,719 only eaten one meal in 72 hours 2934 01:38:11,990 --> 01:38:09,600 approximately 2935 01:38:15,030 --> 01:38:12,000 because i'm in the middle of a fast so 2936 01:38:18,950 --> 01:38:15,040 if i seem a bit drowsy or 2937 01:38:21,430 --> 01:38:18,960 or slow please forgive me 2938 01:38:23,030 --> 01:38:21,440 i have no difficulty forgiving you okay 2939 01:38:24,310 --> 01:38:23,040 why don't you continue about the sensory 2940 01:38:26,870 --> 01:38:24,320 motor 2941 01:38:28,950 --> 01:38:26,880 uh so i suspect that we discover our 2942 01:38:29,990 --> 01:38:28,960 body the motor aspect only through the 2943 01:38:32,470 --> 01:38:30,000 senses so it's 2944 01:38:34,390 --> 01:38:32,480 basically we discover the control 2945 01:38:38,070 --> 01:38:34,400 architect architecture we discover 2946 01:38:40,870 --> 01:38:38,080 that there is a relationship between 2947 01:38:41,430 --> 01:38:40,880 the environment and certain states which 2948 01:38:43,510 --> 01:38:41,440 we 2949 01:38:45,430 --> 01:38:43,520 notice as being intentional states and 2950 01:38:47,350 --> 01:38:45,440 the body that is the instrument of 2951 01:38:49,270 --> 01:38:47,360 translating intentional states into 2952 01:38:50,870 --> 01:38:49,280 changes in the environment and this 2953 01:38:54,070 --> 01:38:50,880 control hierarchy of 2954 01:38:57,590 --> 01:38:57,109 originating and motivation and needs and 2955 01:39:01,030 --> 01:38:57,600 then 2956 01:39:01,590 --> 01:39:01,040 this leading to the initiation of motor 2957 01:39:07,590 --> 01:39:01,600 actions 2958 01:39:09,669 --> 01:39:07,600 or mental operations and then as a 2959 01:39:10,790 --> 01:39:09,679 result to changes in the world in the 2960 01:39:14,229 --> 01:39:10,800 perceived 2961 01:39:16,550 --> 01:39:14,239 mental world and this again 2962 01:39:18,149 --> 01:39:16,560 leading to changes in our needs and 2963 01:39:20,310 --> 01:39:18,159 motivations and so on 2964 01:39:22,470 --> 01:39:20,320 this this discovery of the loop is only 2965 01:39:23,189 --> 01:39:22,480 possible because we have the entire loop 2966 01:39:26,470 --> 01:39:23,199 given 2967 01:39:28,870 --> 01:39:26,480 if any element of this loop was missing 2968 01:39:29,669 --> 01:39:28,880 we would not be able to discover our own 2969 01:39:31,910 --> 01:39:29,679 agency 2970 01:39:33,189 --> 01:39:31,920 right we only discover our bodies as 2971 01:39:35,430 --> 01:39:33,199 being that instrument 2972 01:39:37,030 --> 01:39:35,440 we wouldn't discover that we have a body 2973 01:39:39,350 --> 01:39:37,040 outside of volitional states and 2974 01:39:40,950 --> 01:39:39,360 environment we wouldn't discover 2975 01:39:43,030 --> 01:39:40,960 volitional states 2976 01:39:44,070 --> 01:39:43,040 in the absence of a body and the 2977 01:39:46,550 --> 01:39:44,080 environment 2978 01:39:47,350 --> 01:39:46,560 and the body could uh also be a mental 2979 01:39:48,790 --> 01:39:47,360 body that 2980 01:39:50,390 --> 01:39:48,800 is able to perform mathematical 2981 01:39:51,030 --> 01:39:50,400 operations that's probably sufficient 2982 01:39:53,910 --> 01:39:51,040 for this 2983 01:39:55,590 --> 01:39:53,920 but you will need to have to see some 2984 01:39:58,790 --> 01:39:55,600 outcome of your actions 2985 01:39:59,669 --> 01:39:58,800 and something that some way to affect 2986 01:40:01,430 --> 01:39:59,679 these outcomes 2987 01:40:04,310 --> 01:40:01,440 to arrive at the notion of your own 2988 01:40:05,590 --> 01:40:04,320 agency and the type of intelligence that 2989 01:40:08,870 --> 01:40:05,600 makes us distinct 2990 01:40:09,830 --> 01:40:08,880 is the ability to conceptualize 2991 01:40:12,550 --> 01:40:09,840 ourselves as an 2992 01:40:15,030 --> 01:40:12,560 agent embedded into the universe our the 2993 01:40:16,870 --> 01:40:15,040 generality of our intelligence is given 2994 01:40:18,149 --> 01:40:16,880 by us having to solve control problems 2995 01:40:19,910 --> 01:40:18,159 that are so general 2996 01:40:22,149 --> 01:40:19,920 that we need to model ourselves that we 2997 01:40:23,590 --> 01:40:22,159 need to reverse engineer us right 2998 01:40:24,629 --> 01:40:23,600 imagine you start out with the 2999 01:40:28,629 --> 01:40:24,639 thermostat 3000 01:40:30,390 --> 01:40:28,639 controls the temperature in a room 3001 01:40:33,109 --> 01:40:30,400 based on a measurement of the 3002 01:40:35,910 --> 01:40:33,119 temperature and a control impulse that 3003 01:40:38,310 --> 01:40:35,920 turns a heating element on and off and 3004 01:40:40,950 --> 01:40:38,320 now imagine that this uh 3005 01:40:43,030 --> 01:40:40,960 thermometer is very close to the heating 3006 01:40:45,030 --> 01:40:43,040 element so there is some feedback 3007 01:40:46,550 --> 01:40:45,040 between the heating element and the 3008 01:40:48,790 --> 01:40:46,560 measurement that you make 3009 01:40:50,310 --> 01:40:48,800 and if you want to get the temperature 3010 01:40:51,910 --> 01:40:50,320 in the room right and don't want to run 3011 01:40:53,590 --> 01:40:51,920 into viral fluctuations 3012 01:40:55,030 --> 01:40:53,600 you might need to have a second order 3013 01:40:56,070 --> 01:40:55,040 control loop and the second order 3014 01:40:58,629 --> 01:40:56,080 control loop 3015 01:41:00,629 --> 01:40:58,639 is basically correcting the measurement 3016 01:41:03,350 --> 01:41:00,639 that you're making with your sensor 3017 01:41:03,990 --> 01:41:03,360 for the activity of the heating element 3018 01:41:06,149 --> 01:41:04,000 which means 3019 01:41:07,189 --> 01:41:06,159 now your second order control loop will 3020 01:41:09,430 --> 01:41:07,199 have to uh 3021 01:41:11,669 --> 01:41:09,440 implement a model of the interaction 3022 01:41:14,390 --> 01:41:11,679 between heating element and heater 3023 01:41:14,870 --> 01:41:14,400 and it might have to implement a model 3024 01:41:18,070 --> 01:41:14,880 of 3025 01:41:19,669 --> 01:41:18,080 how much this contributes to the 3026 01:41:21,270 --> 01:41:19,679 temperature in the vicinity 3027 01:41:23,109 --> 01:41:21,280 and the second order control group is 3028 01:41:26,149 --> 01:41:23,119 what's conscious in this example 3029 01:41:27,750 --> 01:41:26,159 no it's just a second order model no 3030 01:41:30,390 --> 01:41:27,760 it's uh so basically we are now looking 3031 01:41:31,109 --> 01:41:30,400 at a nested system a nested cybernetic 3032 01:41:33,990 --> 01:41:31,119 loop 3033 01:41:35,510 --> 01:41:34,000 and if you have a room where you for 3034 01:41:37,189 --> 01:41:35,520 instance have a changing volume of 3035 01:41:38,790 --> 01:41:37,199 air because you sometimes open the 3036 01:41:40,229 --> 01:41:38,800 vendor or not 3037 01:41:42,149 --> 01:41:40,239 you might need to have a third order 3038 01:41:44,470 --> 01:41:42,159 control loop that is now 3039 01:41:46,149 --> 01:41:44,480 measuring how the heating element is 3040 01:41:47,430 --> 01:41:46,159 changing the temperature of the room 3041 01:41:49,590 --> 01:41:47,440 depending on that third 3042 01:41:50,870 --> 01:41:49,600 hidden variable and you try to guess at 3043 01:41:53,109 --> 01:41:50,880 this hidden variable 3044 01:41:54,629 --> 01:41:53,119 and now if you also have temperature 3045 01:41:56,070 --> 01:41:54,639 fluctuations on the outside because 3046 01:41:57,590 --> 01:41:56,080 maybe you have a change of season and 3047 01:42:00,310 --> 01:41:57,600 the air that comes in 3048 01:42:01,830 --> 01:42:00,320 uh and out now that might require more 3049 01:42:03,990 --> 01:42:01,840 complicated loops right 3050 01:42:05,750 --> 01:42:04,000 and eventually you will also need to 3051 01:42:08,550 --> 01:42:05,760 have a model that describes 3052 01:42:08,950 --> 01:42:08,560 the uh sensitivity of the heating sensor 3053 01:42:11,189 --> 01:42:08,960 and 3054 01:42:12,470 --> 01:42:11,199 the inaccuracies of the heating sensor 3055 01:42:15,109 --> 01:42:12,480 and maybe 3056 01:42:16,870 --> 01:42:15,119 the at certain temperatures the switch 3057 01:42:19,830 --> 01:42:16,880 doesn't operate at the same 3058 01:42:21,350 --> 01:42:19,840 rate as it would uh happen at uh your 3059 01:42:25,030 --> 01:42:21,360 default temperature right 3060 01:42:27,669 --> 01:42:25,040 so you need to allow for the 3061 01:42:29,270 --> 01:42:27,679 quirks of your own control architecture 3062 01:42:31,030 --> 01:42:29,280 and this means that at some point the 3063 01:42:32,070 --> 01:42:31,040 control loops have to model the system 3064 01:42:35,430 --> 01:42:32,080 itself 3065 01:42:37,189 --> 01:42:35,440 so you get to a system that is modeling 3066 01:42:39,109 --> 01:42:37,199 its own place in the environment its own 3067 01:42:40,709 --> 01:42:39,119 relationship to the environment 3068 01:42:42,310 --> 01:42:40,719 consciousness is not yet related to this 3069 01:42:44,229 --> 01:42:42,320 consciousness is a tool 3070 01:42:46,310 --> 01:42:44,239 to discover this imagine you have this 3071 01:42:46,709 --> 01:42:46,320 vast multitude of possible measurements 3072 01:42:48,629 --> 01:42:46,719 and 3073 01:42:50,229 --> 01:42:48,639 possible hidden states that you cannot 3074 01:42:51,189 --> 01:42:50,239 directly measure but you have to 3075 01:42:54,470 --> 01:42:51,199 construct 3076 01:42:56,470 --> 01:42:54,480 to explain the data that you're 3077 01:42:57,830 --> 01:42:56,480 measuring the relationship between them 3078 01:42:59,910 --> 01:42:57,840 and because you have this vast 3079 01:43:00,950 --> 01:42:59,920 conflagration of possible relationships 3080 01:43:02,709 --> 01:43:00,960 between them 3081 01:43:04,470 --> 01:43:02,719 you cannot just do a blind search 3082 01:43:06,229 --> 01:43:04,480 instead you need to have some kind of a 3083 01:43:08,390 --> 01:43:06,239 directed search something that is 3084 01:43:09,669 --> 01:43:08,400 structuring your search and telling you 3085 01:43:11,430 --> 01:43:09,679 which of these 3086 01:43:13,270 --> 01:43:11,440 parameters you should single out and 3087 01:43:14,950 --> 01:43:13,280 relate to each other and uh 3088 01:43:17,030 --> 01:43:14,960 try to change the relationship see what 3089 01:43:18,870 --> 01:43:17,040 the outcome is and so on and that 3090 01:43:20,629 --> 01:43:18,880 is the purpose of consciousness is the 3091 01:43:24,310 --> 01:43:20,639 direction of attention 3092 01:43:26,149 --> 01:43:24,320 over this multitude of possible states 3093 01:43:27,430 --> 01:43:26,159 okay so the purpose of consciousness is 3094 01:43:28,790 --> 01:43:27,440 the direction of attention 3095 01:43:30,070 --> 01:43:28,800 but also at the same time you said that 3096 01:43:30,550 --> 01:43:30,080 it was the story that the brain tells 3097 01:43:32,470 --> 01:43:30,560 itself 3098 01:43:34,470 --> 01:43:32,480 so in this thermostat example what is 3099 01:43:36,310 --> 01:43:34,480 the story that's being told 3100 01:43:38,149 --> 01:43:36,320 so the story that could be told about 3101 01:43:40,070 --> 01:43:38,159 the thermostat would be that 3102 01:43:41,270 --> 01:43:40,080 there is this thermostat or a measuring 3103 01:43:43,830 --> 01:43:41,280 system 3104 01:43:45,750 --> 01:43:43,840 that is regulating a parameter in in the 3105 01:43:46,709 --> 01:43:45,760 world that relates to other parameters 3106 01:43:48,390 --> 01:43:46,719 in the world 3107 01:43:50,870 --> 01:43:48,400 for instance volume of air outside 3108 01:43:51,750 --> 01:43:50,880 temperature frequency at which a window 3109 01:43:53,510 --> 01:43:51,760 is being opened 3110 01:43:54,950 --> 01:43:53,520 maybe other agents which open and close 3111 01:43:56,470 --> 01:43:54,960 the windows uh 3112 01:43:58,229 --> 01:43:56,480 maybe other agents that change my 3113 01:43:59,590 --> 01:43:58,239 settings depending on what's happening 3114 01:44:01,750 --> 01:43:59,600 and so on right and the more 3115 01:44:03,590 --> 01:44:01,760 data you can integrate the more complete 3116 01:44:05,510 --> 01:44:03,600 your model of the universe will get 3117 01:44:07,030 --> 01:44:05,520 the more parameters of the universe you 3118 01:44:08,950 --> 01:44:07,040 will have to integrate 3119 01:44:11,750 --> 01:44:08,960 and at some point you get to a model 3120 01:44:14,950 --> 01:44:11,760 that is complete in a sense that 3121 01:44:16,870 --> 01:44:14,960 you have a smaller set of causal laws 3122 01:44:18,550 --> 01:44:16,880 basically physical laws that are 3123 01:44:20,070 --> 01:44:18,560 sufficient to explain the conditions of 3124 01:44:22,310 --> 01:44:20,080 your existence 3125 01:44:24,709 --> 01:44:22,320 and the basic uh principle that explains 3126 01:44:26,470 --> 01:44:24,719 how everything relates to everything how 3127 01:44:28,229 --> 01:44:26,480 functions are being computed how a 3128 01:44:29,830 --> 01:44:28,239 system can exist in the universe how a 3129 01:44:32,229 --> 01:44:29,840 universe can be generated 3130 01:44:34,149 --> 01:44:32,239 and how a system can change itself as a 3131 01:44:36,310 --> 01:44:34,159 relationship to that that is computation 3132 01:44:38,950 --> 01:44:36,320 so computation gives you a language to 3133 01:44:40,629 --> 01:44:38,960 talk about first principles 3134 01:44:42,070 --> 01:44:40,639 and what is intelligence in this is it 3135 01:44:43,030 --> 01:44:42,080 just the ability to model for the 3136 01:44:44,229 --> 01:44:43,040 generation of 3137 01:44:46,550 --> 01:44:44,239 more models whether or not they're 3138 01:44:48,149 --> 01:44:46,560 predictive or whether or not they fit 3139 01:44:49,669 --> 01:44:48,159 yeah what's a call intelligence the 3140 01:44:51,830 --> 01:44:49,679 ability to make models 3141 01:44:53,830 --> 01:44:51,840 but of course it this makes sense in the 3142 01:44:55,590 --> 01:44:53,840 context of a control task usually so 3143 01:44:56,709 --> 01:44:55,600 there is a certain control task that is 3144 01:44:58,470 --> 01:44:56,719 being fulfilled 3145 01:44:59,750 --> 01:44:58,480 and the intelligence of the thermostat 3146 01:45:01,910 --> 01:44:59,760 would be 3147 01:45:04,070 --> 01:45:01,920 measured by the complexity of the models 3148 01:45:07,030 --> 01:45:04,080 that the thermostat can build 3149 01:45:08,790 --> 01:45:07,040 as a result of the interaction between 3150 01:45:11,030 --> 01:45:08,800 the data and the measurements 3151 01:45:12,709 --> 01:45:11,040 and its actions is there a relationship 3152 01:45:14,390 --> 01:45:12,719 between intelligence and consciousness 3153 01:45:16,390 --> 01:45:14,400 such that the higher your iq as an 3154 01:45:18,229 --> 01:45:16,400 individual let's say as a human you are 3155 01:45:21,750 --> 01:45:18,239 more conscious 3156 01:45:25,270 --> 01:45:21,760 i would say that consciousness is a 3157 01:45:26,629 --> 01:45:25,280 solution for creating certain types of 3158 01:45:29,030 --> 01:45:26,639 models 3159 01:45:30,629 --> 01:45:29,040 so it's basically an aspect of a certain 3160 01:45:32,629 --> 01:45:30,639 class of algorithms 3161 01:45:33,990 --> 01:45:32,639 of algorithms that require the direction 3162 01:45:37,430 --> 01:45:34,000 of attention 3163 01:45:40,229 --> 01:45:37,440 in a particular way and so 3164 01:45:41,510 --> 01:45:40,239 the fact that we can recall having 3165 01:45:43,430 --> 01:45:41,520 attended to something 3166 01:45:45,189 --> 01:45:43,440 while being something that was attending 3167 01:45:46,950 --> 01:45:45,199 and while being aware of the fact that 3168 01:45:47,910 --> 01:45:46,960 we were attending instead of drifting 3169 01:45:50,950 --> 01:45:47,920 off 3170 01:45:52,229 --> 01:45:50,960 uh right this is what determines our 3171 01:45:54,550 --> 01:45:52,239 type of consciousness 3172 01:45:55,910 --> 01:45:54,560 and it's not necessarily the case that 3173 01:45:58,550 --> 01:45:55,920 every system 3174 01:46:00,149 --> 01:45:58,560 has all these degrees of freedom or 3175 01:46:01,510 --> 01:46:00,159 needs to have these degrees of freedom 3176 01:46:03,510 --> 01:46:01,520 to be able to solve 3177 01:46:04,950 --> 01:46:03,520 the same problems as we do because we 3178 01:46:06,870 --> 01:46:04,960 could just fixate these things 3179 01:46:08,390 --> 01:46:06,880 maybe we can have an attentional system 3180 01:46:10,470 --> 01:46:08,400 that is itself unconscious 3181 01:46:12,629 --> 01:46:10,480 when you say to solve the problems are 3182 01:46:15,270 --> 01:46:12,639 you referring to just propagation of 3183 01:46:18,310 --> 01:46:15,280 existence that they don't die 3184 01:46:20,390 --> 01:46:18,320 no our death is unrelated to this our 3185 01:46:22,470 --> 01:46:20,400 death is a concept that exists it's an 3186 01:46:24,310 --> 01:46:22,480 idea that our word line is broken in a 3187 01:46:26,870 --> 01:46:24,320 certain way that it ends 3188 01:46:28,149 --> 01:46:26,880 and we are not continuous in the first 3189 01:46:29,990 --> 01:46:28,159 place our idea of 3190 01:46:31,910 --> 01:46:30,000 existing in a continuous fashion is a 3191 01:46:33,189 --> 01:46:31,920 construction that we have over our 3192 01:46:34,870 --> 01:46:33,199 memories to explain 3193 01:46:37,590 --> 01:46:34,880 memories that we seem to have of past 3194 01:46:42,550 --> 01:46:41,030 sorry continue continue whether three 3195 01:46:45,590 --> 01:46:42,560 will come in 3196 01:46:47,109 --> 01:46:45,600 free will is a representation isn't 3197 01:46:50,149 --> 01:46:47,119 envisioned in the system that 3198 01:46:53,189 --> 01:46:50,159 it's made a decision and the decision is 3199 01:46:55,109 --> 01:46:53,199 being made on the best understanding of 3200 01:46:58,390 --> 01:46:55,119 what's correct 3201 01:47:00,310 --> 01:46:58,400 and a free will is uh 3202 01:47:02,550 --> 01:47:00,320 it's basically it's uh the out flow of 3203 01:47:03,109 --> 01:47:02,560 this control task it's the outflow of 3204 01:47:05,990 --> 01:47:03,119 the 3205 01:47:06,870 --> 01:47:06,000 control uh algorithm being executed in 3206 01:47:08,790 --> 01:47:06,880 the right way 3207 01:47:10,470 --> 01:47:08,800 the opposite to free will is not 3208 01:47:12,550 --> 01:47:10,480 determinism 3209 01:47:14,470 --> 01:47:12,560 if you are indeterministic you cannot 3210 01:47:16,310 --> 01:47:14,480 have free will if you behave randomly 3211 01:47:19,990 --> 01:47:16,320 there is no will involved 3212 01:47:23,109 --> 01:47:20,000 right it's just random and the opposite 3213 01:47:25,030 --> 01:47:23,119 to free will is also not coercion 3214 01:47:26,550 --> 01:47:25,040 because you are deciding that you are 3215 01:47:28,149 --> 01:47:26,560 giving in to the coercion 3216 01:47:30,790 --> 01:47:28,159 you wouldn't need to be coerced if you 3217 01:47:32,629 --> 01:47:30,800 wouldn't have a degree of freedom 3218 01:47:33,910 --> 01:47:32,639 but the opposite to free will is 3219 01:47:35,590 --> 01:47:33,920 compulsion 3220 01:47:37,030 --> 01:47:35,600 it's basically when you do something 3221 01:47:38,629 --> 01:47:37,040 despite knowing better 3222 01:47:40,390 --> 01:47:38,639 the opposite of free will is compulsion 3223 01:47:43,030 --> 01:47:40,400 as well as randomness 3224 01:47:43,910 --> 01:47:43,040 uh so uh randomness is the absence of 3225 01:47:45,669 --> 01:47:43,920 will at all 3226 01:47:48,709 --> 01:47:45,679 right the system that is random has no 3227 01:47:50,470 --> 01:47:48,719 will so the will cannot be free or not 3228 01:47:52,550 --> 01:47:50,480 but so we have to look at the opposite 3229 01:47:54,149 --> 01:47:52,560 of the freedom and the opposite of the 3230 01:47:55,590 --> 01:47:54,159 freedom is not the coercion it's the 3231 01:48:00,070 --> 01:47:55,600 compulsion 3232 01:48:01,109 --> 01:48:00,080 means that you have a model of what you 3233 01:48:03,830 --> 01:48:01,119 should be doing 3234 01:48:05,590 --> 01:48:03,840 but you don't find yourself acting on it 3235 01:48:07,270 --> 01:48:05,600 you find yourself acting on something 3236 01:48:09,270 --> 01:48:07,280 else you are acting on based on some 3237 01:48:11,669 --> 01:48:09,280 impulse or some addiction 3238 01:48:15,189 --> 01:48:11,679 and that is basically the true 3239 01:48:19,189 --> 01:48:17,430 but it's important to realize that 3240 01:48:22,070 --> 01:48:19,199 freedom is not an absolute 3241 01:48:23,590 --> 01:48:22,080 notion in the physical sense it's it's a 3242 01:48:24,629 --> 01:48:23,600 reference that we make to certain 3243 01:48:27,350 --> 01:48:24,639 internal states 3244 01:48:30,229 --> 01:48:27,360 so when i refer to my own decisions as 3245 01:48:32,629 --> 01:48:30,239 being the result of my free will 3246 01:48:34,070 --> 01:48:32,639 depends on the context in which i use 3247 01:48:35,669 --> 01:48:34,080 this and when i talk about the 3248 01:48:37,750 --> 01:48:35,679 experiential context 3249 01:48:39,189 --> 01:48:37,760 experience by will is free when i have 3250 01:48:42,550 --> 01:48:39,199 the impression 3251 01:48:44,550 --> 01:48:42,560 that i made the decision based on 3252 01:48:45,990 --> 01:48:44,560 parameters that are the right ones that 3253 01:48:47,510 --> 01:48:46,000 are in the proper order 3254 01:48:49,750 --> 01:48:47,520 with respect to the control structures 3255 01:48:52,229 --> 01:48:49,760 that my mind currently implements 3256 01:48:54,310 --> 01:48:52,239 and not because of uh some glitch in the 3257 01:48:55,350 --> 01:48:54,320 matrix of some glitch in the system that 3258 01:48:58,709 --> 01:48:55,360 implements me 3259 01:48:59,430 --> 01:48:58,719 or uh of some erroneous programming or 3260 01:49:02,470 --> 01:48:59,440 some 3261 01:49:03,590 --> 01:49:02,480 uh external force that is spreading in 3262 01:49:05,830 --> 01:49:03,600 my mind 3263 01:49:06,870 --> 01:49:05,840 so uh when people have the impression 3264 01:49:09,109 --> 01:49:06,880 that they inter 3265 01:49:11,669 --> 01:49:09,119 act uh out of a compulsion for instance 3266 01:49:14,870 --> 01:49:11,679 because they say first and have anorexia 3267 01:49:16,629 --> 01:49:14,880 they might decide to 3268 01:49:18,229 --> 01:49:16,639 or bulimia they might decide not to 3269 01:49:19,830 --> 01:49:18,239 throw up after eating but they cannot 3270 01:49:22,310 --> 01:49:19,840 help themselves they just have this 3271 01:49:23,270 --> 01:49:22,320 enormous urge to throw up or make 3272 01:49:24,629 --> 01:49:23,280 themselves throw up 3273 01:49:26,790 --> 01:49:24,639 there's nothing that they can do about 3274 01:49:28,870 --> 01:49:26,800 this and it's a very disturbing 3275 01:49:30,470 --> 01:49:28,880 experience because it impinges on your 3276 01:49:31,109 --> 01:49:30,480 freedom there is one thing that you want 3277 01:49:32,790 --> 01:49:31,119 to do 3278 01:49:34,550 --> 01:49:32,800 and another thing that you find yourself 3279 01:49:36,470 --> 01:49:34,560 to be doing 3280 01:49:39,030 --> 01:49:36,480 and this is a very big existential 3281 01:49:41,109 --> 01:49:39,040 disturbance that happens in that case 3282 01:49:42,550 --> 01:49:41,119 okay so freedom is like you have a model 3283 01:49:44,310 --> 01:49:42,560 then you execute on the model based on 3284 01:49:47,030 --> 01:49:44,320 the parameters and it's salutary and 3285 01:49:52,550 --> 01:49:49,669 what does positive mean that it fits 3286 01:49:56,950 --> 01:49:54,950 it typically does right so imagine you 3287 01:50:00,229 --> 01:49:56,960 have your frodo in 3288 01:50:02,229 --> 01:50:00,239 your middle earth world and it's a story 3289 01:50:03,910 --> 01:50:02,239 and we imagine we implement this as 3290 01:50:05,990 --> 01:50:03,920 a computer simulation like a minecraft 3291 01:50:06,790 --> 01:50:06,000 middle earth and you have your photo 3292 01:50:08,550 --> 01:50:06,800 agent in there 3293 01:50:10,390 --> 01:50:08,560 and the photo agent is acting based on 3294 01:50:13,750 --> 01:50:10,400 models that photo is creating 3295 01:50:16,070 --> 01:50:13,760 then photo would probably conceptualize 3296 01:50:17,430 --> 01:50:16,080 his actions as being the result of his 3297 01:50:20,470 --> 01:50:17,440 own free will 3298 01:50:22,070 --> 01:50:20,480 if he has the impression that 3299 01:50:23,990 --> 01:50:22,080 everything happened in the way that it 3300 01:50:25,990 --> 01:50:24,000 was supposed to in his own mind 3301 01:50:27,430 --> 01:50:26,000 that is he is perceiving certain things 3302 01:50:28,790 --> 01:50:27,440 there are certain things he wants as a 3303 01:50:31,589 --> 01:50:28,800 result of his 3304 01:50:34,149 --> 01:50:31,599 physiological social and cognitive needs 3305 01:50:35,990 --> 01:50:34,159 and spiritual transcendental needs maybe 3306 01:50:37,430 --> 01:50:36,000 which i think may be understood as a 3307 01:50:40,470 --> 01:50:37,440 class of social needs 3308 01:50:42,070 --> 01:50:40,480 and as a result he is doing certain 3309 01:50:43,589 --> 01:50:42,080 things he's making certain decisions 3310 01:50:45,510 --> 01:50:43,599 because they increase the likelihood 3311 01:50:47,589 --> 01:50:45,520 that he is reaping the anticipated 3312 01:50:49,910 --> 01:50:47,599 rewards with respect to his needs 3313 01:50:52,310 --> 01:50:49,920 and if this all happens in the proper 3314 01:50:55,030 --> 01:50:52,320 order then his mind will represent 3315 01:50:56,070 --> 01:50:55,040 i wanted this the intention is being 3316 01:50:58,629 --> 01:50:56,080 represented 3317 01:51:00,709 --> 01:50:58,639 and i wanted this because of a mechanism 3318 01:51:01,750 --> 01:51:00,719 that was only determined but what by 3319 01:51:03,350 --> 01:51:01,760 what i needed 3320 01:51:05,990 --> 01:51:03,360 and what i consider to be the right 3321 01:51:08,310 --> 01:51:06,000 thing which defines my own freedom 3322 01:51:10,790 --> 01:51:08,320 so it's in some sense a paradox the more 3323 01:51:13,030 --> 01:51:10,800 you know what you ought to be doing 3324 01:51:14,870 --> 01:51:13,040 the more agency you have and the more 3325 01:51:16,310 --> 01:51:14,880 freedom you have subjectively 3326 01:51:18,950 --> 01:51:16,320 but the fewer degrees of freedom you 3327 01:51:19,589 --> 01:51:18,960 have and the less you know what you are 3328 01:51:21,430 --> 01:51:19,599 doing 3329 01:51:23,589 --> 01:51:21,440 the more degrees of freedom you have but 3330 01:51:25,109 --> 01:51:23,599 the less do your actions mean anything 3331 01:51:30,629 --> 01:51:25,119 which means you have less objective 3332 01:51:34,390 --> 01:51:32,229 so is free will a story that we tell 3333 01:51:35,910 --> 01:51:34,400 ourselves part of that it's a model 3334 01:51:37,030 --> 01:51:35,920 right in a sense it's a story that we 3335 01:51:38,950 --> 01:51:37,040 tell ourselves 3336 01:51:40,870 --> 01:51:38,960 but it's not we who do this it's the 3337 01:51:43,030 --> 01:51:40,880 mind who tells it to the self 3338 01:51:45,189 --> 01:51:43,040 it's upstream from the self your mind 3339 01:51:49,109 --> 01:51:45,199 cannot control what experiences 3340 01:51:50,310 --> 01:51:49,119 at its own will except in certain states 3341 01:51:52,310 --> 01:51:50,320 at one point you mentioned that the 3342 01:51:53,990 --> 01:51:52,320 dalai lama can 3343 01:51:55,750 --> 01:51:54,000 effectively live forever in the sense 3344 01:51:57,350 --> 01:51:55,760 that he identifies with the government 3345 01:52:00,229 --> 01:51:57,360 and as long as that government 3346 01:52:02,470 --> 01:52:00,239 is instantiated and not dissolved then 3347 01:52:04,390 --> 01:52:02,480 he lives in some way shape or form 3348 01:52:05,830 --> 01:52:04,400 okay i didn't quite get that do you mind 3349 01:52:08,709 --> 01:52:05,840 explaining what do you mean that he 3350 01:52:09,910 --> 01:52:08,719 identifies with so and so so uh what i 3351 01:52:14,070 --> 01:52:09,920 mean is not this 3352 01:52:17,430 --> 01:52:14,080 i said i meant s so uh most of us 3353 01:52:19,669 --> 01:52:17,440 identify as a person in the sense that 3354 01:52:22,629 --> 01:52:19,679 we live for a certain time span 3355 01:52:24,310 --> 01:52:22,639 uh we have certain organismic needs we 3356 01:52:26,070 --> 01:52:24,320 have a physiology 3357 01:52:27,669 --> 01:52:26,080 we have social relationships to our 3358 01:52:29,510 --> 01:52:27,679 environment 3359 01:52:31,589 --> 01:52:29,520 we have relationships that we serve we 3360 01:52:34,470 --> 01:52:31,599 have a greater whole that we serve 3361 01:52:34,950 --> 01:52:34,480 that gives rise to our spirituality and 3362 01:52:37,830 --> 01:52:34,960 so on 3363 01:52:38,709 --> 01:52:37,840 and all these things define what we try 3364 01:52:41,430 --> 01:52:38,719 to keep stable 3365 01:52:43,109 --> 01:52:41,440 what we perpetuate the thing that we try 3366 01:52:44,709 --> 01:52:43,119 to control the control system that we 3367 01:52:45,990 --> 01:52:44,719 are for this is where we are the 3368 01:52:47,189 --> 01:52:46,000 thermostat for right all these 3369 01:52:49,030 --> 01:52:47,199 dimensions of needs 3370 01:52:50,310 --> 01:52:49,040 a few hundred physiological needs a 3371 01:52:53,109 --> 01:52:50,320 dozen social needs 3372 01:52:54,790 --> 01:52:53,119 a handful of cognitive needs and uh 3373 01:52:57,270 --> 01:52:54,800 keeping all these in balance 3374 01:52:58,070 --> 01:52:57,280 gives rise to our identification the 3375 01:53:00,070 --> 01:52:58,080 identification 3376 01:53:01,830 --> 01:53:00,080 is a result of us making models of how 3377 01:53:03,430 --> 01:53:01,840 these needs relate and so we create a 3378 01:53:05,350 --> 01:53:03,440 hierarchy of purposes 3379 01:53:07,430 --> 01:53:05,360 the needs themselves are not sufficient 3380 01:53:09,189 --> 01:53:07,440 we need to have a model of what is going 3381 01:53:11,270 --> 01:53:09,199 to give us pleasure and pain 3382 01:53:12,950 --> 01:53:11,280 and this is what we would call a purpose 3383 01:53:13,830 --> 01:53:12,960 and their purposes need to be compatible 3384 01:53:15,589 --> 01:53:13,840 with each other 3385 01:53:16,870 --> 01:53:15,599 and this hierarchy of purposes that we 3386 01:53:19,669 --> 01:53:16,880 end up with is 3387 01:53:21,350 --> 01:53:19,679 in some sense our soul it's who we are 3388 01:53:22,870 --> 01:53:21,360 or what what we think we are what we 3389 01:53:25,189 --> 01:53:22,880 think of as ourselves 3390 01:53:27,030 --> 01:53:25,199 and we change this hierarchy of purpose 3391 01:53:29,109 --> 01:53:27,040 yes of course we can we do 3392 01:53:30,950 --> 01:53:29,119 our in our because of our life it 3393 01:53:32,470 --> 01:53:30,960 changes so for instance um for most 3394 01:53:33,990 --> 01:53:32,480 people it changes radically when they 3395 01:53:35,270 --> 01:53:34,000 have children 3396 01:53:37,589 --> 01:53:35,280 right and what i mean is can we 3397 01:53:39,270 --> 01:53:37,599 consciously direct it 3398 01:53:40,790 --> 01:53:39,280 yes directly it's just like it's the 3399 01:53:42,790 --> 01:53:40,800 mind there's something behind us 3400 01:53:43,990 --> 01:53:42,800 that's producing us and we're just 3401 01:53:45,510 --> 01:53:44,000 players in this game 3402 01:53:46,790 --> 01:53:45,520 yeah we have the feeling that we're 3403 01:53:48,709 --> 01:53:46,800 controlling it but we're actually just 3404 01:53:51,030 --> 01:53:48,719 being told what to do 3405 01:53:51,910 --> 01:53:51,040 so we can control it in such a way that 3406 01:53:54,550 --> 01:53:51,920 we uh 3407 01:53:56,790 --> 01:53:54,560 identify pathways in which the models 3408 01:53:59,669 --> 01:53:56,800 that are being created in the self or 3409 01:54:00,870 --> 01:53:59,679 as contents of the self inform future 3410 01:54:03,589 --> 01:54:00,880 behavior 3411 01:54:06,310 --> 01:54:03,599 and of course there is the self itself 3412 01:54:09,270 --> 01:54:06,320 is not an agent it's a model of that 3413 01:54:11,510 --> 01:54:09,280 but you can experience that uh from the 3414 01:54:13,350 --> 01:54:11,520 level at which yourself is constituted 3415 01:54:16,550 --> 01:54:13,360 you can change the identification of the 3416 01:54:19,589 --> 01:54:16,560 self this is basically keegan level five 3417 01:54:20,149 --> 01:54:19,599 where uh an agent gets agency not just 3418 01:54:22,470 --> 01:54:20,159 over 3419 01:54:24,550 --> 01:54:22,480 the way it constructs its beliefs but 3420 01:54:27,030 --> 01:54:24,560 also agency over the way in asian 3421 01:54:29,669 --> 01:54:27,040 constructs its identification 3422 01:54:31,109 --> 01:54:29,679 and colloquially we talk about these 3423 01:54:33,510 --> 01:54:31,119 states as ones 3424 01:54:34,629 --> 01:54:33,520 of enlightenment because we realize that 3425 01:54:37,669 --> 01:54:34,639 the way things 3426 01:54:38,950 --> 01:54:37,679 appear to us that these appearances are 3427 01:54:40,629 --> 01:54:38,960 representations 3428 01:54:43,030 --> 01:54:40,639 now things are not objectively good or 3429 01:54:45,030 --> 01:54:43,040 bad that but that there is a choice that 3430 01:54:46,070 --> 01:54:45,040 happens at some level in the mind 3431 01:54:48,070 --> 01:54:46,080 whether these things are being 3432 01:54:49,350 --> 01:54:48,080 experienced as good or bad and that we 3433 01:54:52,070 --> 01:54:49,360 are responsible for 3434 01:54:53,990 --> 01:54:52,080 our reactions to things and the way that 3435 01:54:56,870 --> 01:54:54,000 we react to things is instrumental 3436 01:54:58,870 --> 01:54:56,880 to higher level goals that we might have 3437 01:55:01,430 --> 01:54:58,880 and once this happens we can 3438 01:55:03,189 --> 01:55:01,440 learn a number of techniques in which we 3439 01:55:05,910 --> 01:55:03,199 change 3440 01:55:06,470 --> 01:55:05,920 how things appear to us so uh for 3441 01:55:10,229 --> 01:55:06,480 instance 3442 01:55:12,149 --> 01:55:10,239 uh when you do the dishes this might uh 3443 01:55:13,990 --> 01:55:12,159 so you might find it horrible to do the 3444 01:55:14,310 --> 01:55:14,000 dishes because it takes time away from 3445 01:55:19,030 --> 01:55:14,320 you 3446 01:55:21,910 --> 01:55:19,040 sticky and 3447 01:55:22,550 --> 01:55:21,920 it's annoying and so on you could also 3448 01:55:24,550 --> 01:55:22,560 realize 3449 01:55:25,669 --> 01:55:24,560 it's time out for you where you just do 3450 01:55:27,510 --> 01:55:25,679 a very simple 3451 01:55:30,070 --> 01:55:27,520 physical tassel itself is pleasant 3452 01:55:31,910 --> 01:55:30,080 because it's nice and warm on your hands 3453 01:55:33,589 --> 01:55:31,920 your body doesn't hurt while you do it 3454 01:55:35,589 --> 01:55:33,599 and you get some time to contemplate 3455 01:55:37,510 --> 01:55:35,599 and you need to do it anyway and you can 3456 01:55:39,910 --> 01:55:37,520 turn this into a time that you enjoy 3457 01:55:40,709 --> 01:55:39,920 right and you can get agency over the 3458 01:55:42,310 --> 01:55:40,719 simple thing 3459 01:55:43,750 --> 01:55:42,320 so this sounds like in self-development 3460 01:55:45,350 --> 01:55:43,760 where they would say just reframe your 3461 01:55:47,750 --> 01:55:45,360 problems into something positive so 3462 01:55:49,510 --> 01:55:47,760 let's say you have to run 3463 01:55:50,870 --> 01:55:49,520 you're you hate running you just say 3464 01:55:51,510 --> 01:55:50,880 well i'm doing something that's good for 3465 01:55:54,629 --> 01:55:51,520 my body 3466 01:55:56,470 --> 01:55:54,639 i like it yeah so the the question is uh 3467 01:55:58,229 --> 01:55:56,480 are you just telling yourself a 3468 01:56:00,470 --> 01:55:58,239 different story consciously or do you 3469 01:56:04,229 --> 01:56:00,480 experience the story as being different 3470 01:56:06,149 --> 01:56:04,239 and so their intended result is 3471 01:56:08,070 --> 01:56:06,159 that something happens upstream of your 3472 01:56:09,589 --> 01:56:08,080 experience which means you now suddenly 3473 01:56:11,589 --> 01:56:09,599 experience doing the dishes 3474 01:56:14,070 --> 01:56:11,599 as pleasant intrinsically pleasant it's 3475 01:56:17,990 --> 01:56:14,080 not just you're talking yourself into 3476 01:56:20,790 --> 01:56:18,000 uh some kind of a delusion 3477 01:56:22,629 --> 01:56:20,800 that uh makes you pretend that you like 3478 01:56:24,070 --> 01:56:22,639 right so how do you cross that barrier 3479 01:56:25,510 --> 01:56:24,080 because if you just tell yourself well i 3480 01:56:26,390 --> 01:56:25,520 like this task i like this task even 3481 01:56:27,189 --> 01:56:26,400 though you hate it 3482 01:56:29,589 --> 01:56:27,199 you feel like you're being 3483 01:56:31,030 --> 01:56:29,599 self-deceptive and it doesn't work 3484 01:56:33,030 --> 01:56:31,040 so how do you actually get it so that 3485 01:56:34,950 --> 01:56:33,040 you experience positive emotion from it 3486 01:56:37,510 --> 01:56:34,960 in that case it's super simple you just 3487 01:56:38,149 --> 01:56:37,520 focus on those aspects of the task that 3488 01:56:39,750 --> 01:56:38,159 are 3489 01:56:41,589 --> 01:56:39,760 that for instance contain sensory 3490 01:56:43,910 --> 01:56:41,599 pleasure 3491 01:56:45,589 --> 01:56:43,920 and uh there is uh and the aesthetic 3492 01:56:47,109 --> 01:56:45,599 pleasure of being able to follow your 3493 01:56:48,790 --> 01:56:47,119 own thoughts where you do something that 3494 01:56:50,470 --> 01:56:48,800 does not bind your attention very much 3495 01:56:53,189 --> 01:56:50,480 and is not directed on 3496 01:56:54,149 --> 01:56:53,199 say work goals or family goals or 3497 01:56:57,109 --> 01:56:54,159 something else 3498 01:56:59,270 --> 01:56:57,119 right so you can uh enjoy the mental 3499 01:57:02,310 --> 01:56:59,280 freedom that you get and you can enjoy 3500 01:57:04,310 --> 01:57:02,320 the uh pleasant aspects of the sensation 3501 01:57:07,910 --> 01:57:04,320 of the warm water and the soap 3502 01:57:10,070 --> 01:57:07,920 and the movement of the hands and the uh 3503 01:57:10,950 --> 01:57:10,080 softness of the cloths that you use for 3504 01:57:13,589 --> 01:57:10,960 cleaning and 3505 01:57:15,270 --> 01:57:13,599 the hardness and of of the things that 3506 01:57:17,270 --> 01:57:15,280 you are cleaning and so on and the 3507 01:57:18,870 --> 01:57:17,280 sense of cleanliness that you are 3508 01:57:19,589 --> 01:57:18,880 creating in the world and the aesthetics 3509 01:57:21,990 --> 01:57:19,599 that are 3510 01:57:23,189 --> 01:57:22,000 involved in that process in the same way 3511 01:57:25,430 --> 01:57:23,199 if you 3512 01:57:27,189 --> 01:57:25,440 don't want to do the dishes because the 3513 01:57:29,510 --> 01:57:27,199 things it takes attention from you 3514 01:57:30,390 --> 01:57:29,520 you can focus on the negative aspects 3515 01:57:32,629 --> 01:57:30,400 and uh by 3516 01:57:33,750 --> 01:57:32,639 emphasizing this in your attention you 3517 01:57:35,589 --> 01:57:33,760 basically uh 3518 01:57:36,790 --> 01:57:35,599 put a spotlight on this part or that 3519 01:57:39,109 --> 01:57:36,800 part of reality 3520 01:57:41,030 --> 01:57:39,119 and you make you emphasize the parts 3521 01:57:41,990 --> 01:57:41,040 that you experience in there right so 3522 01:57:44,229 --> 01:57:42,000 you can get 3523 01:57:45,589 --> 01:57:44,239 pleasure aesthetic and sensory pleasure 3524 01:57:48,550 --> 01:57:45,599 from a task 3525 01:57:50,149 --> 01:57:48,560 and you can get uh sensory horrors from 3526 01:57:51,589 --> 01:57:50,159 it and aesthetic displeasure from the 3527 01:57:52,070 --> 01:57:51,599 same task if you focus on different 3528 01:57:54,629 --> 01:57:52,080 aspects 3529 01:57:56,390 --> 01:57:54,639 of it if it's a matter of changing one's 3530 01:57:57,189 --> 01:57:56,400 focus from the negative to the positive 3531 01:57:59,350 --> 01:57:57,199 how could we 3532 01:58:00,470 --> 01:57:59,360 seldom do that if it's so positive i 3533 01:58:02,470 --> 01:58:00,480 mean if it's so 3534 01:58:04,149 --> 01:58:02,480 net positive to look at a task and just 3535 01:58:04,950 --> 01:58:04,159 focus on what's bringing you sensory 3536 01:58:08,229 --> 01:58:04,960 pleasure 3537 01:58:09,990 --> 01:58:08,239 why don't we do that i suspect that we 3538 01:58:11,589 --> 01:58:10,000 don't have intrinsic attention on this 3539 01:58:13,589 --> 01:58:11,599 for the most part because it would not 3540 01:58:14,229 --> 01:58:13,599 be useful if we protect ourselves in 3541 01:58:15,990 --> 01:58:14,239 this way 3542 01:58:17,750 --> 01:58:16,000 maybe there is a reason why we don't 3543 01:58:18,709 --> 01:58:17,760 like doing the dishes or we like doing 3544 01:58:21,350 --> 01:58:18,719 the dishes 3545 01:58:23,030 --> 01:58:21,360 that we are not wise enough to discover 3546 01:58:25,350 --> 01:58:23,040 and if we could just reprogram 3547 01:58:26,950 --> 01:58:25,360 our reaction to things before we 3548 01:58:28,950 --> 01:58:26,960 understand that reason 3549 01:58:30,950 --> 01:58:28,960 uh maybe that would be premature and we 3550 01:58:32,790 --> 01:58:30,960 would end up in a local optimum in the 3551 01:58:35,109 --> 01:58:32,800 way that we organize our life 3552 01:58:37,030 --> 01:58:35,119 where we end up being a dishwasher when 3553 01:58:41,189 --> 01:58:37,040 we should instead be a lover 3554 01:58:44,229 --> 01:58:41,199 or an artist or an explorer 3555 01:58:47,270 --> 01:58:44,239 or a an intellectual worker right 3556 01:58:47,990 --> 01:58:47,280 so maybe it's too early to to reprogram 3557 01:58:49,270 --> 01:58:48,000 your experience 3558 01:58:51,510 --> 01:58:49,280 before you know what you're actually 3559 01:58:52,870 --> 01:58:51,520 doing i see so you have to come you have 3560 01:58:53,669 --> 01:58:52,880 to understand yourself because there 3561 01:58:56,149 --> 01:58:53,679 could be 3562 01:58:57,830 --> 01:58:56,159 an evolutionary right yeah okay i 3563 01:59:00,470 --> 01:58:57,840 suspect evolution would have given us 3564 01:59:02,229 --> 01:59:00,480 the ability to reframe our experiences 3565 01:59:04,870 --> 01:59:02,239 fundamentally if that would have been 3566 01:59:06,550 --> 01:59:04,880 useful and the fact that it's not is uh 3567 01:59:08,709 --> 01:59:06,560 if you treat yourselves into 3568 01:59:11,430 --> 01:59:08,719 experiencing whatever you do as pleasant 3569 01:59:13,430 --> 01:59:11,440 too early it might make you very happy 3570 01:59:15,669 --> 01:59:13,440 but also dysfunctional 3571 01:59:16,950 --> 01:59:15,679 you also mentioned once that your theory 3572 01:59:18,470 --> 01:59:16,960 of consciousness is something that we 3573 01:59:19,430 --> 01:59:18,480 intuitively know and that when you tell 3574 01:59:23,750 --> 01:59:19,440 people 3575 01:59:24,629 --> 01:59:23,760 when they stumble upon this insight that 3576 01:59:26,310 --> 01:59:24,639 you also 3577 01:59:28,390 --> 01:59:26,320 elucidate that they get 3578 01:59:30,149 --> 01:59:28,400 depersonalization disorder 3579 01:59:32,229 --> 01:59:30,159 it can go two ways where they feel 3580 01:59:33,910 --> 01:59:32,239 liberated or they feel 3581 01:59:35,669 --> 01:59:33,920 distance from their body and it's and 3582 01:59:38,390 --> 01:59:35,679 it's net 3583 01:59:39,750 --> 01:59:38,400 wretched and ruinous for them what do 3584 01:59:43,430 --> 01:59:39,760 you say to those people 3585 01:59:44,790 --> 01:59:43,440 who who feel disidentified from there 3586 01:59:48,070 --> 01:59:44,800 who don't feel identified with their 3587 01:59:51,750 --> 01:59:48,080 body and it's not a positive experience 3588 01:59:53,589 --> 01:59:51,760 what advice would you give them i would 3589 01:59:55,189 --> 01:59:53,599 advise them to go to a real therapist 3590 01:59:56,950 --> 01:59:55,199 because i'm sadly not a therapist i'm 3591 01:59:58,950 --> 01:59:56,960 not competent of doing this don't listen 3592 01:59:59,589 --> 01:59:58,960 to me if it gives weird experiences in 3593 02:00:01,750 --> 01:59:59,599 your body 3594 02:00:03,430 --> 02:00:01,760 i have cannot take responsibility for 3595 02:00:06,390 --> 02:00:03,440 what's happening to you 3596 02:00:07,910 --> 02:00:06,400 so uh i'm just a cognitive scientist i 3597 02:00:09,030 --> 02:00:07,920 that would be super dangerous i think 3598 02:00:10,790 --> 02:00:09,040 and irresponsible 3599 02:00:12,070 --> 02:00:10,800 if i just try to create weird 3600 02:00:15,189 --> 02:00:12,080 experiences in your body 3601 02:00:16,790 --> 02:00:15,199 as a result of my theories so i would 3602 02:00:18,310 --> 02:00:16,800 say this is a side effect 3603 02:00:19,910 --> 02:00:18,320 and it might be a side effect of you 3604 02:00:22,229 --> 02:00:19,920 trying to answer a 3605 02:00:23,270 --> 02:00:22,239 question that i have myself and me 3606 02:00:25,109 --> 02:00:23,280 answering this question 3607 02:00:26,550 --> 02:00:25,119 doesn't lead to weird experiences in my 3608 02:00:29,030 --> 02:00:26,560 body 3609 02:00:30,390 --> 02:00:29,040 and the i have yet experiences in my 3610 02:00:32,950 --> 02:00:30,400 body because i exist 3611 02:00:34,629 --> 02:00:32,960 right existing is weird and i want to 3612 02:00:35,270 --> 02:00:34,639 explain why is it possible that they 3613 02:00:37,270 --> 02:00:35,280 exist that 3614 02:00:39,189 --> 02:00:37,280 experience that i have a body why is it 3615 02:00:39,510 --> 02:00:39,199 that this body sometimes feels very big 3616 02:00:43,030 --> 02:00:39,520 and 3617 02:00:46,390 --> 02:00:43,040 extremely small 3618 02:00:47,750 --> 02:00:46,400 why does it sometimes disappear how is 3619 02:00:49,189 --> 02:00:47,760 it possible that i can have an out of 3620 02:00:51,750 --> 02:00:49,199 body experience 3621 02:00:53,430 --> 02:00:51,760 i want to explain all these things and i 3622 02:00:53,990 --> 02:00:53,440 find plausible explanations that all 3623 02:00:56,310 --> 02:00:54,000 make sense 3624 02:00:58,550 --> 02:00:56,320 and are much more logical than the 3625 02:01:02,149 --> 02:00:58,560 inverse of these explanations 3626 02:01:05,430 --> 02:01:02,159 right so i i find them helpful and 3627 02:01:07,270 --> 02:01:05,440 what i can offer people is suggested 3628 02:01:08,870 --> 02:01:07,280 solutions to similar question that i 3629 02:01:09,510 --> 02:01:08,880 have and i might be wrong with my 3630 02:01:13,189 --> 02:01:09,520 answers 3631 02:01:15,669 --> 02:01:13,199 at this point in my life 3632 02:01:16,229 --> 02:01:15,679 and they are compatible with the answers 3633 02:01:19,990 --> 02:01:16,239 that 3634 02:01:21,990 --> 02:01:20,000 have looked into this they're also 3635 02:01:24,149 --> 02:01:22,000 largely co-extensional with the answers 3636 02:01:26,149 --> 02:01:24,159 that a lot of meditators give 3637 02:01:27,350 --> 02:01:26,159 it's only that they are using a language 3638 02:01:28,870 --> 02:01:27,360 that 3639 02:01:30,709 --> 02:01:28,880 seems to be incompatible with the 3640 02:01:32,870 --> 02:01:30,719 language that we have established since 3641 02:01:35,589 --> 02:01:32,880 the enlightenment in our own culture 3642 02:01:36,310 --> 02:01:35,599 it's basically uh there is a disconnect 3643 02:01:39,189 --> 02:01:36,320 between 3644 02:01:40,629 --> 02:01:39,199 what we experience as being real and how 3645 02:01:43,430 --> 02:01:40,639 we talk about reality 3646 02:01:45,350 --> 02:01:43,440 in our culture and this makes it so hard 3647 02:01:48,149 --> 02:01:45,360 to make sense of consciousness 3648 02:01:49,669 --> 02:01:48,159 and feelings and fundamental experience 3649 02:01:53,030 --> 02:01:49,679 and identity 3650 02:01:53,910 --> 02:01:53,040 and transcendence and so on and the goal 3651 02:01:56,870 --> 02:01:53,920 that 3652 02:01:57,910 --> 02:01:56,880 i have when i give these explanations to 3653 02:02:01,270 --> 02:01:57,920 myself and others 3654 02:02:03,510 --> 02:02:01,280 is to explain how we can get what we 3655 02:02:06,870 --> 02:02:03,520 experience as being real 3656 02:02:09,910 --> 02:02:06,880 and what we also 3657 02:02:11,669 --> 02:02:09,920 observe as happening around us in our 3658 02:02:13,910 --> 02:02:11,679 interaction with the environment 3659 02:02:15,750 --> 02:02:13,920 and the way that we reason about reality 3660 02:02:17,669 --> 02:02:15,760 how we can put this into one how we can 3661 02:02:19,669 --> 02:02:17,679 construct the metaphysics 3662 02:02:20,950 --> 02:02:19,679 that is compatible with our scientific 3663 02:02:22,870 --> 02:02:20,960 worldview 3664 02:02:26,470 --> 02:02:22,880 and that allows us to make sense of what 3665 02:02:29,990 --> 02:02:28,310 what about people who fear losing 3666 02:02:31,669 --> 02:02:30,000 control that as soon as they have this 3667 02:02:33,990 --> 02:02:31,679 insight that the mind is just that you 3668 02:02:36,149 --> 02:02:34,000 are just a story within your own mind 3669 02:02:37,589 --> 02:02:36,159 that you don't have control now you say 3670 02:02:39,430 --> 02:02:37,599 well we have control but i'm 3671 02:02:40,950 --> 02:02:39,440 i'm unclear as to how as to who has 3672 02:02:42,709 --> 02:02:40,960 control seems like the mind has control 3673 02:02:44,470 --> 02:02:42,719 and there's some relationship between 3674 02:02:46,070 --> 02:02:44,480 the story that you're in and what's 3675 02:02:47,589 --> 02:02:46,080 telling the story i i don't see that 3676 02:02:49,189 --> 02:02:47,599 connection 3677 02:02:51,350 --> 02:02:49,199 so they never had control in the first 3678 02:02:53,510 --> 02:02:51,360 place yes and i mean you see this every 3679 02:02:55,990 --> 02:02:53,520 day right there are things that you do 3680 02:02:57,910 --> 02:02:56,000 that you would prefer you wouldn't do at 3681 02:03:00,390 --> 02:02:57,920 least most of us are in that state and 3682 02:03:02,229 --> 02:03:00,400 unless there are perfect sages in a 3683 02:03:04,709 --> 02:03:02,239 there was tradition 3684 02:03:06,550 --> 02:03:04,719 where everything that they do is in a 3685 02:03:07,510 --> 02:03:06,560 complete union with their perception of 3686 02:03:10,629 --> 02:03:07,520 what the universe 3687 02:03:12,550 --> 02:03:10,639 needs to have done at that point and 3688 02:03:13,990 --> 02:03:12,560 most of us don't get to this point it's 3689 02:03:16,709 --> 02:03:14,000 very hard to cultivate your mind 3690 02:03:17,430 --> 02:03:16,719 to this union where you have an identity 3691 02:03:19,030 --> 02:03:17,440 between you 3692 02:03:20,709 --> 02:03:19,040 perceive what needs to be done and what 3693 02:03:23,270 --> 02:03:20,719 you do 3694 02:03:25,109 --> 02:03:23,280 and uh this discrepancy is something 3695 02:03:25,830 --> 02:03:25,119 that we have to explain and we can only 3696 02:03:28,790 --> 02:03:25,840 explain it 3697 02:03:30,629 --> 02:03:28,800 as as as not being in control and 3698 02:03:32,790 --> 02:03:30,639 meditators describe this as the 3699 02:03:33,990 --> 02:03:32,800 monkeys trying to prod the elephant and 3700 02:03:36,470 --> 02:03:34,000 the elephant 3701 02:03:37,910 --> 02:03:36,480 just walking its way as it wants to and 3702 02:03:39,910 --> 02:03:37,920 sometimes it's aligned with what the 3703 02:03:41,589 --> 02:03:39,920 monkey sees and thinks is important 3704 02:03:43,030 --> 02:03:41,599 but by and large the elephant follows 3705 02:03:45,270 --> 02:03:43,040 its own wisdom 3706 02:03:47,109 --> 02:03:45,280 do you have any advice for someone who 3707 02:03:50,790 --> 02:03:47,119 finds that disconcerting that the 3708 02:03:56,629 --> 02:03:53,510 uh i think it's uh try to not take the 3709 02:03:58,390 --> 02:03:56,639 monkey that seriously and try to 3710 02:04:00,069 --> 02:03:58,400 sense what the elephant is doing and 3711 02:04:01,430 --> 02:04:00,079 realize that it's a much much larger 3712 02:04:03,830 --> 02:04:01,440 dance than the dance on the 3713 02:04:04,870 --> 02:04:03,840 of the monkey on top of the elephant but 3714 02:04:06,950 --> 02:04:04,880 uh 3715 02:04:08,790 --> 02:04:06,960 and it's also a larger dance than the 3716 02:04:11,589 --> 02:04:08,800 elephant itself it's the 3717 02:04:13,430 --> 02:04:11,599 entire forest right and the elephant 3718 02:04:14,950 --> 02:04:13,440 being part of it and being in resonance 3719 02:04:18,149 --> 02:04:14,960 with it interacting with it 3720 02:04:19,910 --> 02:04:18,159 and there's only very few decisions uh 3721 02:04:21,669 --> 02:04:19,920 in proportion to the entire thing that 3722 02:04:22,390 --> 02:04:21,679 is happening that can actually be 3723 02:04:25,990 --> 02:04:22,400 controlled 3724 02:04:28,709 --> 02:04:26,000 certain ways and what you can 3725 02:04:29,669 --> 02:04:28,719 explore is in which ways you can create 3726 02:04:31,350 --> 02:04:29,679 a coherence 3727 02:04:33,510 --> 02:04:31,360 between what you perceive that needs to 3728 02:04:35,189 --> 02:04:33,520 be done the global aesthetics of the 3729 02:04:36,470 --> 02:04:35,199 universe that you prefer the way the 3730 02:04:38,470 --> 02:04:36,480 forest should look like 3731 02:04:40,069 --> 02:04:38,480 and this is a part of your task is to 3732 02:04:42,069 --> 02:04:40,079 figuring out these aesthetics 3733 02:04:43,430 --> 02:04:42,079 how can this universe be coherent and 3734 02:04:46,390 --> 02:04:43,440 consistent and 3735 02:04:47,910 --> 02:04:46,400 as a result beautiful and what is the 3736 02:04:50,950 --> 02:04:47,920 things that can be controlled 3737 02:04:52,790 --> 02:04:50,960 as part of it locally and 3738 02:04:54,950 --> 02:04:52,800 you are the result of that you are not 3739 02:04:56,950 --> 02:04:54,960 the cause of that 3740 02:04:58,629 --> 02:04:56,960 you are the result of the local control 3741 02:04:58,950 --> 02:04:58,639 you are not the thing that causes the 3742 02:05:02,390 --> 02:04:58,960 low 3743 02:05:03,830 --> 02:05:02,400 control now the local control you 3744 02:05:04,470 --> 02:05:03,840 mentioned intuition earlier that it's 3745 02:05:07,189 --> 02:05:04,480 important 3746 02:05:07,510 --> 02:05:07,199 to follow your intuition and i assume 3747 02:05:11,750 --> 02:05:07,520 that 3748 02:05:14,149 --> 02:05:11,760 conscience your heart 3749 02:05:14,870 --> 02:05:14,159 is that a part of the elephant so in 3750 02:05:16,069 --> 02:05:14,880 some sense 3751 02:05:17,510 --> 02:05:16,079 you should stop trying to direct the 3752 02:05:19,589 --> 02:05:17,520 elephant and follow the elephant as the 3753 02:05:22,069 --> 02:05:19,599 monkey 3754 02:05:24,390 --> 02:05:22,079 well you need to do both but ideally you 3755 02:05:26,310 --> 02:05:24,400 want to have a state where the elephant 3756 02:05:28,629 --> 02:05:26,320 is treating the monkey as one of its 3757 02:05:32,870 --> 02:05:28,639 most useful tools but of course not it's 3758 02:05:35,669 --> 02:05:32,880 uh it's only one and uh the 3759 02:05:37,350 --> 02:05:35,679 um monkey needs to be able to shut up 3760 02:05:39,430 --> 02:05:37,360 from time to time 3761 02:05:41,589 --> 02:05:39,440 and it can give the elephant feedback 3762 02:05:43,510 --> 02:05:41,599 especially when the elephant needs it 3763 02:05:44,629 --> 02:05:43,520 and so in some sense there should be a 3764 02:05:46,390 --> 02:05:44,639 friendship between the 3765 02:05:49,189 --> 02:05:46,400 monkey and the elephant in the sense 3766 02:05:51,830 --> 02:05:49,199 that the monkey waits until 3767 02:05:53,589 --> 02:05:51,840 it has its task and its time and the 3768 02:05:55,350 --> 02:05:53,599 elephant is actually asking it for 3769 02:05:57,109 --> 02:05:55,360 something the purpose of reason 3770 02:05:59,750 --> 02:05:57,119 and analytical thinking is to repair 3771 02:06:02,790 --> 02:05:59,760 perception and when i mean intuition 3772 02:06:04,709 --> 02:06:02,800 i mean perception because we mean that 3773 02:06:08,550 --> 02:06:04,719 it's the purpose is to repair 3774 02:06:11,430 --> 02:06:08,560 perception perception is the 3775 02:06:12,470 --> 02:06:11,440 part of our mind that is integrating 3776 02:06:15,270 --> 02:06:12,480 information 3777 02:06:16,709 --> 02:06:15,280 in a way that is not linguistic and not 3778 02:06:19,990 --> 02:06:16,719 conceptual 3779 02:06:22,709 --> 02:06:20,000 it means the integration is not discrete 3780 02:06:24,229 --> 02:06:22,719 it's an integration that happens over 3781 02:06:25,830 --> 02:06:24,239 many many features often in an 3782 02:06:28,229 --> 02:06:25,840 irreducible way 3783 02:06:29,750 --> 02:06:28,239 or in a way that we don't yet understand 3784 02:06:31,830 --> 02:06:29,760 imagine the way that you integrate 3785 02:06:33,910 --> 02:06:31,840 information when you try to catch a ball 3786 02:06:35,830 --> 02:06:33,920 right you see how the appearance of the 3787 02:06:38,149 --> 02:06:35,840 ball changes in your visual field 3788 02:06:39,109 --> 02:06:38,159 and as a result you learn how to move to 3789 02:06:41,270 --> 02:06:39,119 catch it 3790 02:06:42,390 --> 02:06:41,280 and if you try to do this analytically 3791 02:06:44,629 --> 02:06:42,400 if you try to 3792 02:06:46,149 --> 02:06:44,639 compute the model with the capacity that 3793 02:06:46,870 --> 02:06:46,159 your mind has you're not going to be as 3794 02:06:48,790 --> 02:06:46,880 effective 3795 02:06:50,790 --> 02:06:48,800 than when you are using in perceptual 3796 02:06:51,430 --> 02:06:50,800 model which we would call intuitive 3797 02:06:53,830 --> 02:06:51,440 right you 3798 02:06:54,870 --> 02:06:53,840 train your intuition of what movements 3799 02:06:57,990 --> 02:06:54,880 you should be making 3800 02:06:59,589 --> 02:06:58,000 to get the ball and when this is 3801 02:07:02,149 --> 02:06:59,599 systematically not working 3802 02:07:03,669 --> 02:07:02,159 okay and you can use your uh reason to 3803 02:07:05,750 --> 02:07:03,679 figure out what's going on 3804 02:07:07,350 --> 02:07:05,760 okay or when you are already very good 3805 02:07:08,709 --> 02:07:07,360 and you try to figure out is there a way 3806 02:07:10,629 --> 02:07:08,719 in which i could do it better 3807 02:07:12,229 --> 02:07:10,639 right then you can use your reason to 3808 02:07:14,069 --> 02:07:12,239 construct a system that is measuring 3809 02:07:16,790 --> 02:07:14,079 your movements and using camera and 3810 02:07:18,229 --> 02:07:16,800 optimizing your technique or uh or 3811 02:07:19,189 --> 02:07:18,239 simpler things like finding a better 3812 02:07:20,629 --> 02:07:19,199 trainer 3813 02:07:22,069 --> 02:07:20,639 right right right okay so there's a 3814 02:07:22,790 --> 02:07:22,079 mismatch between what you want and then 3815 02:07:24,390 --> 02:07:22,800 what you get 3816 02:07:25,910 --> 02:07:24,400 and the repairing is yes this is what 3817 02:07:28,790 --> 02:07:25,920 reason is for it's basically for dealing 3818 02:07:30,709 --> 02:07:28,800 with these edge cases 3819 02:07:33,270 --> 02:07:30,719 is there a way to falsify or test your 3820 02:07:35,430 --> 02:07:33,280 model of consciousness 3821 02:07:37,189 --> 02:07:35,440 i think that there is a way to test it 3822 02:07:38,470 --> 02:07:37,199 in the sense that we can at some point 3823 02:07:41,589 --> 02:07:38,480 build a system 3824 02:07:43,669 --> 02:07:41,599 that will explain that it's conscious 3825 02:07:44,790 --> 02:07:43,679 to others that that would be the 3826 02:07:46,790 --> 02:07:44,800 ultimate proof 3827 02:07:48,550 --> 02:07:46,800 and to itself and that there would be 3828 02:07:50,310 --> 02:07:48,560 nothing left to be explained 3829 02:07:51,830 --> 02:07:50,320 wait wait sorry sorry if it just says 3830 02:07:54,310 --> 02:07:51,840 that it's conscious then it's conscious 3831 02:07:56,069 --> 02:07:54,320 this is so so the question is whether 3832 02:07:57,589 --> 02:07:56,079 you build it in such a way that it 3833 02:07:59,270 --> 02:07:57,599 cheats 3834 02:08:01,030 --> 02:07:59,280 right so you could of course make a 3835 02:08:03,589 --> 02:08:01,040 chatbot that pretends that it's 3836 02:08:05,830 --> 02:08:03,599 conscious without being conscious 3837 02:08:07,030 --> 02:08:05,840 and but this would mean that at some 3838 02:08:07,830 --> 02:08:07,040 point you will see a functional 3839 02:08:11,830 --> 02:08:07,840 difference 3840 02:08:14,310 --> 02:08:11,840 behavior of a conscious system 3841 02:08:15,270 --> 02:08:14,320 and the behavior of a system that is not 3842 02:08:17,510 --> 02:08:15,280 conscious 3843 02:08:19,430 --> 02:08:17,520 and i think currently that the 3844 02:08:22,069 --> 02:08:19,440 difference that you would observe 3845 02:08:24,229 --> 02:08:22,079 is that the system does not have a 3846 02:08:25,830 --> 02:08:24,239 control model of its own attention 3847 02:08:29,270 --> 02:08:25,840 it's not aware of the fact that it's 3848 02:08:31,030 --> 02:08:29,280 attending and what it is attending to 3849 02:08:32,790 --> 02:08:31,040 so for instance the question is a cat 3850 02:08:34,870 --> 02:08:32,800 conscious i think is a decidable 3851 02:08:35,510 --> 02:08:34,880 question it's a question that comes down 3852 02:08:38,550 --> 02:08:35,520 to 3853 02:08:42,149 --> 02:08:38,560 whether the cat can be best explained as 3854 02:08:43,990 --> 02:08:42,159 being aware of what it attends to and 3855 02:08:47,430 --> 02:08:44,000 based on this criterion i would say cats 3856 02:08:51,910 --> 02:08:49,910 and if you look at a sleepwalker a 3857 02:08:53,430 --> 02:08:51,920 sleepwalker is a person that is unaware 3858 02:08:55,430 --> 02:08:53,440 of what they attend to 3859 02:08:56,870 --> 02:08:55,440 they can attend two things but they 3860 02:08:58,149 --> 02:08:56,880 don't know that they do this and as a 3861 02:08:58,790 --> 02:08:58,159 result they cannot question their 3862 02:09:00,870 --> 02:08:58,800 actions 3863 02:09:01,830 --> 02:09:00,880 they cannot redirect their attention 3864 02:09:04,149 --> 02:09:01,840 they behave 3865 02:09:04,950 --> 02:09:04,159 in a way like an automaton because there 3866 02:09:08,390 --> 02:09:04,960 is 3867 02:09:09,109 --> 02:09:08,400 would be able to reflect on what they 3868 02:09:11,350 --> 02:09:09,119 are doing 3869 02:09:13,189 --> 02:09:11,360 and learn they can walk yes but they 3870 02:09:14,629 --> 02:09:13,199 cannot learn 3871 02:09:16,550 --> 02:09:14,639 they cannot change their behavior as a 3872 02:09:17,589 --> 02:09:16,560 result of reflecting 3873 02:09:19,430 --> 02:09:17,599 on the interaction with their 3874 02:09:20,709 --> 02:09:19,440 environment they cannot direct their 3875 02:09:21,910 --> 02:09:20,719 attention in this sense for this 3876 02:09:23,990 --> 02:09:21,920 attention learning 3877 02:09:25,189 --> 02:09:24,000 they can perform all the automatic 3878 02:09:27,510 --> 02:09:25,199 autonomous behaviors 3879 02:09:28,550 --> 02:09:27,520 that the elephant has been trained into 3880 02:09:30,470 --> 02:09:28,560 they can 3881 02:09:33,270 --> 02:09:30,480 there are perceptions taking place right 3882 02:09:36,310 --> 02:09:33,280 they can open the door they can even 3883 02:09:37,270 --> 02:09:36,320 make dinner but they are unable to learn 3884 02:09:39,350 --> 02:09:37,280 something 3885 02:09:41,030 --> 02:09:39,360 so they're able to coordinate actions 3886 02:09:42,390 --> 02:09:41,040 but it's like an orchestra without a 3887 02:09:44,310 --> 02:09:42,400 conductor 3888 02:09:45,510 --> 02:09:44,320 so capacity to learn as well as 3889 02:09:46,069 --> 02:09:45,520 attention is what's required for 3890 02:09:47,589 --> 02:09:46,079 consciousness 3891 02:09:49,189 --> 02:09:47,599 and somehow this becomes a test of 3892 02:09:51,030 --> 02:09:49,199 consciousness that you can falsify it 3893 02:09:53,830 --> 02:09:51,040 from this 3894 02:09:55,669 --> 02:09:53,840 i think that the ability to learn is 3895 02:09:57,430 --> 02:09:55,679 neither necessary nor sufficient you 3896 02:09:59,350 --> 02:09:57,440 have people that are conscious and that 3897 02:10:01,990 --> 02:09:59,360 have lost the ability to learn 3898 02:10:02,629 --> 02:10:02,000 and you have systems that can learn 3899 02:10:05,669 --> 02:10:02,639 clearly 3900 02:10:07,430 --> 02:10:05,679 they're not conscious but i think the 3901 02:10:09,589 --> 02:10:07,440 the purpose why we have this attention 3902 02:10:11,910 --> 02:10:09,599 is largely to enable us to 3903 02:10:14,950 --> 02:10:11,920 do a targeted recall of indexed memories 3904 02:10:17,109 --> 02:10:14,960 for the purpose of learning 3905 02:10:18,310 --> 02:10:17,119 is it ever possible to get a continuous 3906 02:10:20,790 --> 02:10:18,320 perception from 3907 02:10:22,229 --> 02:10:20,800 a discrete phenomenon so what i mean is 3908 02:10:25,030 --> 02:10:22,239 let's say we're just bits 3909 02:10:27,830 --> 02:10:25,040 zeros and ones and it's binary discrete 3910 02:10:29,430 --> 02:10:27,840 yet we perceive continuity smoothness 3911 02:10:31,910 --> 02:10:29,440 okay 3912 02:10:33,669 --> 02:10:31,920 how can smoothness come about from 3913 02:10:35,189 --> 02:10:33,679 discreteness 3914 02:10:36,709 --> 02:10:35,199 the trick that our brain is using 3915 02:10:38,709 --> 02:10:36,719 because our neurons don't act 3916 02:10:41,109 --> 02:10:38,719 continuously right the neurons involved 3917 02:10:42,550 --> 02:10:41,119 tend to fire at rates of like 20 hertz 3918 02:10:44,310 --> 02:10:42,560 how is it possible that we see a 3919 02:10:46,470 --> 02:10:44,320 continuous movement 3920 02:10:48,790 --> 02:10:46,480 and the trick that our brain seems to be 3921 02:10:51,990 --> 02:10:48,800 using is that it uses keyframes 3922 02:10:53,910 --> 02:10:52,000 and vectors that tell it how to compute 3923 02:10:56,470 --> 02:10:53,920 the next keyframe 3924 02:10:57,270 --> 02:10:56,480 and you can see some evidence for that 3925 02:11:00,709 --> 02:10:57,280 in two ways 3926 02:11:03,030 --> 02:11:00,719 one is um there are optical illusions 3927 02:11:05,830 --> 02:11:03,040 where you have a static image that is 3928 02:11:07,910 --> 02:11:05,840 seems to move on the page 3929 02:11:09,510 --> 02:11:07,920 and if you have such an optical illusion 3930 02:11:10,470 --> 02:11:09,520 it shows that there is the difference 3931 02:11:12,470 --> 02:11:10,480 between 3932 02:11:14,709 --> 02:11:12,480 the appearance of movement and the 3933 02:11:15,990 --> 02:11:14,719 change of location 3934 02:11:17,510 --> 02:11:16,000 right if something was moving 3935 02:11:19,510 --> 02:11:17,520 continuously you would expect it to 3936 02:11:21,030 --> 02:11:19,520 change location 3937 02:11:22,709 --> 02:11:21,040 but if something can move without 3938 02:11:24,550 --> 02:11:22,719 changing location it means that your 3939 02:11:25,669 --> 02:11:24,560 brain is representing the movement 3940 02:11:27,750 --> 02:11:25,679 separate 3941 02:11:29,189 --> 02:11:27,760 from the change in location the change 3942 02:11:30,950 --> 02:11:29,199 in location is the difference in the 3943 02:11:31,990 --> 02:11:30,960 keyframe there is only one frame right 3944 02:11:32,629 --> 02:11:32,000 that you don't look at different 3945 02:11:34,310 --> 02:11:32,639 keyframes 3946 02:11:36,550 --> 02:11:34,320 when you look at a static printout of an 3947 02:11:38,870 --> 02:11:36,560 optical illusion that moves 3948 02:11:40,629 --> 02:11:38,880 if you see it moving it's because you 3949 02:11:42,629 --> 02:11:40,639 only perceive the vector of movement 3950 02:11:44,550 --> 02:11:42,639 this means it's a static representation 3951 02:11:46,390 --> 02:11:44,560 that applies to the single frame 3952 02:11:47,589 --> 02:11:46,400 and tells you where you would expect the 3953 02:11:50,790 --> 02:11:47,599 thing to be 3954 02:11:52,790 --> 02:11:50,800 if it was a changing location and the 3955 02:11:54,550 --> 02:11:52,800 second evidence is that there are people 3956 02:11:58,470 --> 02:11:54,560 which have brain lesions 3957 02:12:00,149 --> 02:11:58,480 uh that uh lead to a stroboscopic 3958 02:12:02,069 --> 02:12:00,159 representation of reality which means 3959 02:12:04,550 --> 02:12:02,079 they only perceive the keyframes but 3960 02:12:06,149 --> 02:12:04,560 not the movement between the keyframes 3961 02:12:07,910 --> 02:12:06,159 okay so let's forget about external 3962 02:12:08,790 --> 02:12:07,920 sensory experience and what if you close 3963 02:12:11,109 --> 02:12:08,800 your eyes and you 3964 02:12:12,470 --> 02:12:11,119 visualize in your mind's eye a circle so 3965 02:12:15,109 --> 02:12:12,480 you see that as smooth 3966 02:12:17,030 --> 02:12:15,119 now are we just wrong in our perception 3967 02:12:18,310 --> 02:12:17,040 the circle is actually not smooth we've 3968 02:12:20,229 --> 02:12:18,320 tricked ourselves somehow 3969 02:12:22,069 --> 02:12:20,239 it's actually jagged like pixels if we 3970 02:12:23,669 --> 02:12:22,079 were to zoom in 3971 02:12:25,589 --> 02:12:23,679 how is it that we can get smoothness 3972 02:12:27,270 --> 02:12:25,599 even internally i would have to look at 3973 02:12:29,350 --> 02:12:27,280 the real circle because i have a 3974 02:12:30,629 --> 02:12:29,360 fantasia so i have a circular light up 3975 02:12:33,830 --> 02:12:30,639 here and i can see 3976 02:12:36,229 --> 02:12:33,840 it as a smooth in the sense but the 3977 02:12:41,030 --> 02:12:36,239 smoothness is mostly the absence of 3978 02:12:43,990 --> 02:12:41,040 a detectable non-smoothness 3979 02:12:45,270 --> 02:12:44,000 right so basically i can use a function 3980 02:12:48,550 --> 02:12:45,280 that describes 3981 02:12:51,350 --> 02:12:48,560 the progression of the line using this 3982 02:12:52,390 --> 02:12:51,360 smooth circle and i don't notice 3983 02:12:55,990 --> 02:12:52,400 features 3984 02:12:57,589 --> 02:12:56,000 that go away from that simple function 3985 02:12:59,830 --> 02:12:57,599 and i want to have a more complicated 3986 02:13:02,709 --> 02:12:59,840 function to describe an object that has 3987 02:13:04,709 --> 02:13:02,719 jaggies right so in some sense the 3988 02:13:05,270 --> 02:13:04,719 smoothness is a decision surface between 3989 02:13:08,229 --> 02:13:05,280 features 3990 02:13:10,069 --> 02:13:08,239 it tells me where to expect more sensory 3991 02:13:12,709 --> 02:13:10,079 data it tells me where to expect 3992 02:13:14,470 --> 02:13:12,719 certain blips on the retina or on my 3993 02:13:15,030 --> 02:13:14,480 mental retina so to speak on my mental 3994 02:13:17,270 --> 02:13:15,040 stage 3995 02:13:18,709 --> 02:13:17,280 when i imagine that object so it's 3996 02:13:19,430 --> 02:13:18,719 basically some kind of generator 3997 02:13:23,430 --> 02:13:19,440 function 3998 02:13:24,950 --> 02:13:23,440 that tells me in which way i expect the 3999 02:13:28,310 --> 02:13:24,960 features to fall 4000 02:13:30,470 --> 02:13:28,320 but it's not something where i 4001 02:13:31,430 --> 02:13:30,480 i can only see the jaggies if i expect 4002 02:13:33,189 --> 02:13:31,440 to see jaggies 4003 02:13:34,870 --> 02:13:33,199 and this can get confirmed in some way 4004 02:13:35,510 --> 02:13:34,880 right and the jaggy function the one 4005 02:13:38,310 --> 02:13:35,520 where i see 4006 02:13:40,069 --> 02:13:38,320 the aliasing or corners and so on needs 4007 02:13:41,669 --> 02:13:40,079 to have an explicit representation in a 4008 02:13:42,310 --> 02:13:41,679 certain way if this representation is 4009 02:13:46,149 --> 02:13:42,320 absent 4010 02:13:47,669 --> 02:13:46,159 then i will only see the smooth surface 4011 02:13:49,589 --> 02:13:47,679 how has your view of consciousness 4012 02:13:53,109 --> 02:13:49,599 changed in the past few years let's say 4013 02:13:57,030 --> 02:13:56,550 uh i think that i focus it's basically a 4014 02:14:00,709 --> 02:13:57,040 shift 4015 02:14:03,910 --> 02:14:00,719 away from the 4016 02:14:05,990 --> 02:14:03,920 phenomenon experience itself um to 4017 02:14:07,109 --> 02:14:06,000 uh what gives rise to the phenomenal 4018 02:14:09,589 --> 02:14:07,119 experience 4019 02:14:10,870 --> 02:14:09,599 and uh especially the way attention is 4020 02:14:14,229 --> 02:14:10,880 implemented as in 4021 02:14:16,709 --> 02:14:14,239 as opposed to control in general and 4022 02:14:18,069 --> 02:14:16,719 uh so i would say that i get closer to 4023 02:14:19,750 --> 02:14:18,079 an implementation 4024 02:14:21,350 --> 02:14:19,760 my view of the femininology of 4025 02:14:22,629 --> 02:14:21,360 consciousness i don't think has changed 4026 02:14:25,109 --> 02:14:22,639 in the last few years 4027 02:14:26,470 --> 02:14:25,119 so my phenomenology of consciousness as 4028 02:14:28,550 --> 02:14:26,480 a result of observing 4029 02:14:29,750 --> 02:14:28,560 consciousness of zooming in at different 4030 02:14:32,149 --> 02:14:29,760 layers 4031 02:14:33,430 --> 02:14:32,159 of resolution and observing altered 4032 02:14:35,589 --> 02:14:33,440 states for instance the 4033 02:14:37,510 --> 02:14:35,599 dreaming states at night and when i do 4034 02:14:38,790 --> 02:14:37,520 lucid dreaming or the hypnagogic state 4035 02:14:40,390 --> 02:14:38,800 between dreaming and waking in the 4036 02:14:42,629 --> 02:14:40,400 morning and so on 4037 02:14:43,910 --> 02:14:42,639 do you practice lucid dreaming i did 4038 02:14:46,629 --> 02:14:43,920 this in the past 4039 02:14:48,310 --> 02:14:46,639 but i don't do it systematically anymore 4040 02:14:50,550 --> 02:14:48,320 i suspect it's not functional for the 4041 02:14:53,189 --> 02:14:50,560 brain because it's in some sense like 4042 02:14:54,550 --> 02:14:53,199 inducing a trip in your brain similar to 4043 02:14:56,229 --> 02:14:54,560 taking drugs 4044 02:14:57,589 --> 02:14:56,239 uh because you are forming long-term 4045 02:14:58,390 --> 02:14:57,599 memories of things that you are not 4046 02:15:01,109 --> 02:14:58,400 meant to 4047 02:15:02,229 --> 02:15:01,119 form lentil memories about basically 4048 02:15:07,270 --> 02:15:02,239 there are several modes 4049 02:15:08,790 --> 02:15:07,280 of learning one is a simple uh 4050 02:15:10,310 --> 02:15:08,800 conceptual learning where your 4051 02:15:13,030 --> 02:15:10,320 perception doesn't change but the way 4052 02:15:14,550 --> 02:15:13,040 you relate your perception is changing 4053 02:15:16,069 --> 02:15:14,560 and there is another one where you 4054 02:15:16,629 --> 02:15:16,079 change the construction of reality 4055 02:15:20,229 --> 02:15:16,639 itself 4056 02:15:23,189 --> 02:15:20,239 the way that you construe reality and uh 4057 02:15:24,390 --> 02:15:23,199 if you go to this level uh if you also 4058 02:15:26,310 --> 02:15:24,400 change the way you relate to the 4059 02:15:28,229 --> 02:15:26,320 environments you need to deconstruct or 4060 02:15:30,310 --> 02:15:28,239 suspend yourself and your agency and the 4061 02:15:32,149 --> 02:15:30,320 boundary between self and universe 4062 02:15:33,990 --> 02:15:32,159 and i suspect that's uh one of the 4063 02:15:35,510 --> 02:15:34,000 reasons why we have these dream states 4064 02:15:37,990 --> 02:15:35,520 in which we don't react 4065 02:15:39,669 --> 02:15:38,000 or interact with reality itself right i 4066 02:15:41,990 --> 02:15:39,679 remember you saying that dreams might be 4067 02:15:43,750 --> 02:15:42,000 something akin to generative adversarial 4068 02:15:44,790 --> 02:15:43,760 networks and i'm curious to explore that 4069 02:15:45,910 --> 02:15:44,800 what do you mean how does that come 4070 02:15:50,470 --> 02:15:45,920 about 4071 02:15:52,950 --> 02:15:50,480 so in some sense we are producing um 4072 02:15:54,470 --> 02:15:52,960 hypothetical realities that can predict 4073 02:15:56,149 --> 02:15:54,480 sensory patterns 4074 02:15:57,750 --> 02:15:56,159 and we have a system that acts as a 4075 02:16:01,109 --> 02:15:57,760 discriminator that 4076 02:16:01,910 --> 02:16:01,119 tunes these generations of degenerative 4077 02:16:03,910 --> 02:16:01,920 functions 4078 02:16:05,030 --> 02:16:03,920 to see whether they are able to explain 4079 02:16:06,709 --> 02:16:05,040 sensory data 4080 02:16:08,790 --> 02:16:06,719 and the most important discriminator is 4081 02:16:12,069 --> 02:16:08,800 your perceptual apparatus that is 4082 02:16:14,629 --> 02:16:12,079 uh connected to your sensory input 4083 02:16:15,350 --> 02:16:14,639 that is your retina your cochlea and so 4084 02:16:17,030 --> 02:16:15,360 on so 4085 02:16:18,950 --> 02:16:17,040 by enlarge your thylamos which is the 4086 02:16:20,629 --> 02:16:18,960 big switchboard that connects 4087 02:16:22,550 --> 02:16:20,639 the different brain regions and your 4088 02:16:25,189 --> 02:16:22,560 sensory input 4089 02:16:27,270 --> 02:16:25,199 so and in some sense your imagination is 4090 02:16:30,470 --> 02:16:27,280 being used to predict sensory data 4091 02:16:32,070 --> 02:16:30,480 and the set of functions that is closely 4092 02:16:34,549 --> 02:16:32,080 predicting the next batch of sensory 4093 02:16:36,629 --> 02:16:34,559 data is what you experience as reality 4094 02:16:39,270 --> 02:16:36,639 but it's a dream every experience of 4095 02:16:41,110 --> 02:16:39,280 reality is in some sense a dream state 4096 02:16:42,709 --> 02:16:41,120 and the dream states at night are 4097 02:16:43,750 --> 02:16:42,719 different from the green states during 4098 02:16:46,790 --> 02:16:43,760 the day 4099 02:16:49,190 --> 02:16:46,800 mostly in two aspects one is in 4100 02:16:51,270 --> 02:16:49,200 if you unless you do lucid dreaming you 4101 02:16:53,110 --> 02:16:51,280 don't have a consistent sense of agency 4102 02:16:54,709 --> 02:16:53,120 which means you cannot recall who you 4103 02:16:55,910 --> 02:16:54,719 are and you cannot really direct your 4104 02:16:57,589 --> 02:16:55,920 attention in any way 4105 02:16:59,270 --> 02:16:57,599 there is no subject involved there might 4106 02:17:01,429 --> 02:16:59,280 be a story about a subject 4107 02:17:03,830 --> 02:17:01,439 but the subject is not doing things that 4108 02:17:05,750 --> 02:17:03,840 can be controlled by the subject 4109 02:17:07,830 --> 02:17:05,760 and in the lucid dream you bring this 4110 02:17:09,349 --> 02:17:07,840 agent online you gain a sense of agency 4111 02:17:11,190 --> 02:17:09,359 and the sense of control 4112 02:17:13,270 --> 02:17:11,200 can direct your attention according to 4113 02:17:15,110 --> 02:17:13,280 control parameters right this means now 4114 02:17:16,790 --> 02:17:15,120 you have a system that is exerting 4115 02:17:19,509 --> 02:17:16,800 control based on 4116 02:17:21,110 --> 02:17:19,519 uh the expectation of maximizing some 4117 02:17:23,509 --> 02:17:21,120 kind of reward and some of the 4118 02:17:26,309 --> 02:17:23,519 dimensions that your mind cares about 4119 02:17:28,150 --> 02:17:26,319 and uh but at night the second thing 4120 02:17:29,910 --> 02:17:28,160 that happens beside the agency is you 4121 02:17:30,709 --> 02:17:29,920 are no longer in touch with your sensory 4122 02:17:32,629 --> 02:17:30,719 apparatus 4123 02:17:34,790 --> 02:17:32,639 so you have no way to access what's 4124 02:17:37,830 --> 02:17:34,800 happening on your retina anymore 4125 02:17:40,549 --> 02:17:37,840 in the external world yes so uh 4126 02:17:41,990 --> 02:17:40,559 everything that plays in your cortex 4127 02:17:44,870 --> 02:17:42,000 plays out on your cortex 4128 02:17:47,110 --> 02:17:44,880 is now originating in your cortex there 4129 02:17:47,910 --> 02:17:47,120 is some slight interference with the 4130 02:17:50,790 --> 02:17:47,920 sensation 4131 02:17:51,669 --> 02:17:50,800 of color or whether you need to urinate 4132 02:17:53,589 --> 02:17:51,679 or smell 4133 02:17:55,349 --> 02:17:53,599 smell translates relatively well into 4134 02:17:57,270 --> 02:17:55,359 dreams for most people 4135 02:17:59,190 --> 02:17:57,280 but by and large you cannot sense what 4136 02:18:01,110 --> 02:17:59,200 happens in the outside world 4137 02:18:03,030 --> 02:18:01,120 and this is not going to enter your 4138 02:18:03,830 --> 02:18:03,040 dreams in any consistent way instead you 4139 02:18:05,830 --> 02:18:03,840 are only 4140 02:18:07,190 --> 02:18:05,840 going to use your mental representations 4141 02:18:09,750 --> 02:18:07,200 to make sense of other mental 4142 02:18:12,309 --> 02:18:09,760 representations 4143 02:18:14,150 --> 02:18:12,319 if dreams are for learning why is it 4144 02:18:17,110 --> 02:18:14,160 that we don't remember them why does it 4145 02:18:19,349 --> 02:18:17,120 go away uh it's largely because dreams 4146 02:18:22,389 --> 02:18:19,359 play out as situations 4147 02:18:23,830 --> 02:18:22,399 uh of things that has never happened but 4148 02:18:25,030 --> 02:18:23,840 we do that all the time in our own head 4149 02:18:26,549 --> 02:18:25,040 when we're just thinking about 4150 02:18:27,750 --> 02:18:26,559 speaking to someone like a boss like 4151 02:18:29,270 --> 02:18:27,760 what am i going to say to that boss how 4152 02:18:31,429 --> 02:18:29,280 do i get a raise how do i get 4153 02:18:33,349 --> 02:18:31,439 not get fired yes but all these things 4154 02:18:35,429 --> 02:18:33,359 are prefaced as this doesn't happen 4155 02:18:37,349 --> 02:18:35,439 this is an imagination of an imaginary 4156 02:18:38,870 --> 02:18:37,359 situation i'm playing out the following 4157 02:18:42,469 --> 02:18:38,880 things 4158 02:18:43,830 --> 02:18:42,479 in the following way 4159 02:18:45,669 --> 02:18:43,840 and then you can compare them with 4160 02:18:47,349 --> 02:18:45,679 reality and you can use this to tune 4161 02:18:48,070 --> 02:18:47,359 your imagination to make it better next 4162 02:18:49,750 --> 02:18:48,080 time 4163 02:18:52,309 --> 02:18:49,760 whereas in a dream your construction of 4164 02:18:54,150 --> 02:18:52,319 reality itself is changed for instance 4165 02:18:55,750 --> 02:18:54,160 you see objects from perspectives that 4166 02:18:57,270 --> 02:18:55,760 you've never seen them from 4167 02:18:59,349 --> 02:18:57,280 you might be have a flying dream as a 4168 02:19:00,469 --> 02:18:59,359 result right you see the world from top 4169 02:19:03,110 --> 02:19:00,479 down perspective 4170 02:19:04,790 --> 02:19:03,120 and as a child i think many children 4171 02:19:06,309 --> 02:19:04,800 have playing dreams for that reason that 4172 02:19:08,950 --> 02:19:06,319 basically your brain is generating new 4173 02:19:10,469 --> 02:19:08,960 perspectives of known objects 4174 02:19:12,469 --> 02:19:10,479 and so you can recognize them from these 4175 02:19:13,910 --> 02:19:12,479 new perspectives that's uh 4176 02:19:15,830 --> 02:19:13,920 it's very useful but it's not very 4177 02:19:17,910 --> 02:19:15,840 useful to remember that you can fly 4178 02:19:19,589 --> 02:19:17,920 because you can't do you know of any 4179 02:19:21,830 --> 02:19:19,599 studies that have been done 4180 02:19:24,469 --> 02:19:21,840 about people who can recall their dreams 4181 02:19:27,190 --> 02:19:24,479 versus people who can't and if they 4182 02:19:27,669 --> 02:19:27,200 report higher life satisfaction if any 4183 02:19:32,070 --> 02:19:27,679 of those 4184 02:19:34,309 --> 02:19:32,080 groups no i'm unaware of that 4185 02:19:35,990 --> 02:19:34,319 so i don't know how uh if people that 4186 02:19:38,790 --> 02:19:36,000 you can recall their dreams 4187 02:19:39,110 --> 02:19:38,800 are happier than people that can't and 4188 02:19:42,469 --> 02:19:39,120 uh 4189 02:19:44,709 --> 02:19:42,479 to 4190 02:19:46,469 --> 02:19:44,719 change the equilibrium of most people 4191 02:19:48,150 --> 02:19:46,479 that cannot recall their dreams 4192 02:19:50,309 --> 02:19:48,160 in such a way that they can or to wake 4193 02:19:51,830 --> 02:19:50,319 them up at the right moment and 4194 02:19:53,590 --> 02:19:51,840 that they will be able to remember their 4195 02:19:55,910 --> 02:19:53,600 dreams if you uh 4196 02:19:57,590 --> 02:19:55,920 wake them up during ram faces but i'm 4197 02:19:58,389 --> 02:19:57,600 unaware of these studies i'm not a steve 4198 02:20:02,070 --> 02:19:58,399 scientist 4199 02:20:04,469 --> 02:20:02,080 if if all we did was dream is that real 4200 02:20:06,950 --> 02:20:04,479 well all we do is dream in a way right 4201 02:20:09,349 --> 02:20:06,960 so every perception of reality is a 4202 02:20:11,750 --> 02:20:09,359 trans state it's a dream state 4203 02:20:12,870 --> 02:20:11,760 there is no reality that is it can be 4204 02:20:15,910 --> 02:20:12,880 sensed 4205 02:20:18,630 --> 02:20:15,920 it's only this vr that you are 4206 02:20:21,030 --> 02:20:18,640 entrenched to believing that it's real 4207 02:20:22,469 --> 02:20:21,040 it's a movie that your mind is showing 4208 02:20:24,150 --> 02:20:22,479 to the self and the 4209 02:20:25,990 --> 02:20:24,160 self is recording in some sense what 4210 02:20:27,990 --> 02:20:26,000 happens at its boundary 4211 02:20:30,389 --> 02:20:28,000 with this intentional protocol and we 4212 02:20:31,670 --> 02:20:30,399 can uh partially recreate these binding 4213 02:20:33,750 --> 02:20:31,680 states later on 4214 02:20:35,830 --> 02:20:33,760 as the memories of states that you think 4215 02:20:37,910 --> 02:20:35,840 you have been conscious of 4216 02:20:39,429 --> 02:20:37,920 and this is all there is this is only 4217 02:20:41,429 --> 02:20:39,439 the stream 4218 02:20:42,790 --> 02:20:41,439 let's end this on a positive note with 4219 02:20:44,550 --> 02:20:42,800 you saying 4220 02:20:46,630 --> 02:20:44,560 with you telling people how like almost 4221 02:20:48,469 --> 02:20:46,640 instructionally how is it that 4222 02:20:50,070 --> 02:20:48,479 from your insights from what you've said 4223 02:20:51,750 --> 02:20:50,080 how do you get from that 4224 02:20:54,070 --> 02:20:51,760 to then changing your mind so that you 4225 02:20:55,750 --> 02:20:54,080 experience positive emotion or at least 4226 02:20:58,630 --> 02:20:55,760 a negation of negative emotion there's 4227 02:21:00,309 --> 02:20:58,640 none an absence of it 4228 02:21:02,630 --> 02:21:00,319 i don't think that you should sort 4229 02:21:04,710 --> 02:21:02,640 emotions into positive and negative ones 4230 02:21:07,270 --> 02:21:04,720 i think that you should look uh whether 4231 02:21:09,349 --> 02:21:07,280 your emotions are helpful or unhelpful 4232 02:21:10,870 --> 02:21:09,359 and you should have the most appropriate 4233 02:21:12,550 --> 02:21:10,880 and helpful emotions that you can have 4234 02:21:13,270 --> 02:21:12,560 not the most positive emotions that you 4235 02:21:16,550 --> 02:21:13,280 can have 4236 02:21:18,950 --> 02:21:16,560 the purpose of life is not to 4237 02:21:20,710 --> 02:21:18,960 be happy in a sense that you should be 4238 02:21:22,710 --> 02:21:20,720 in a state of constant bliss 4239 02:21:24,309 --> 02:21:22,720 you should be able to achieve the things 4240 02:21:27,349 --> 02:21:24,319 that matter to you 4241 02:21:29,750 --> 02:21:27,359 and the emotions help you for that so 4242 02:21:31,270 --> 02:21:29,760 uh but see you should check whether uh 4243 02:21:33,030 --> 02:21:31,280 your emotions for instance 4244 02:21:34,309 --> 02:21:33,040 express ruminations which means you 4245 02:21:35,910 --> 02:21:34,319 might be caught in a loop that is 4246 02:21:38,630 --> 02:21:35,920 unproductive and you're just 4247 02:21:39,990 --> 02:21:38,640 veering a groove in your mind rather 4248 02:21:41,349 --> 02:21:40,000 than making progress 4249 02:21:43,110 --> 02:21:41,359 you should see whether you are suffering 4250 02:21:44,150 --> 02:21:43,120 which is usually a result of you trying 4251 02:21:45,830 --> 02:21:44,160 to change something 4252 02:21:46,870 --> 02:21:45,840 that you cannot actually control at 4253 02:21:48,550 --> 02:21:46,880 least not in the way that you're 4254 02:21:50,150 --> 02:21:48,560 currently trying it 4255 02:21:51,910 --> 02:21:50,160 right so this is what you should be 4256 02:21:54,469 --> 02:21:51,920 monitoring you should monitor 4257 02:21:56,710 --> 02:21:54,479 the trajectory of your emotions and see 4258 02:21:59,429 --> 02:21:56,720 whether they are still helpful 4259 02:22:00,710 --> 02:21:59,439 but they're your tools and just turning 4260 02:22:03,429 --> 02:22:00,720 your tools into 4261 02:22:05,190 --> 02:22:03,439 something that only gives you one site 4262 02:22:07,349 --> 02:22:05,200 is not helpful 4263 02:22:10,950 --> 02:22:07,359 so how do you control your tools to make 4264 02:22:14,790 --> 02:22:13,670 it seems like you do this or do you 4265 02:22:17,830 --> 02:22:14,800 struggle with this 4266 02:22:19,830 --> 02:22:17,840 the best person to ask 4267 02:22:21,750 --> 02:22:19,840 okay here's one of the reasons why i ask 4268 02:22:23,190 --> 02:22:21,760 when i see you you're extremely positive 4269 02:22:24,230 --> 02:22:23,200 and most cognitive scientists that i 4270 02:22:26,150 --> 02:22:24,240 talk to they're neutral 4271 02:22:27,910 --> 02:22:26,160 neutral to positive and you're almost 4272 02:22:29,670 --> 02:22:27,920 always happy 4273 02:22:31,510 --> 02:22:29,680 it seems like you're in you're not 4274 02:22:32,150 --> 02:22:31,520 perturbed you're not easily perturbed 4275 02:22:37,510 --> 02:22:32,160 you're 4276 02:22:38,630 --> 02:22:37,520 no i think it's a useful state for 4277 02:22:40,790 --> 02:22:38,640 communication 4278 02:22:42,710 --> 02:22:40,800 and a lot of people that have to 4279 02:22:44,070 --> 02:22:42,720 maintain an academic position find it 4280 02:22:46,150 --> 02:22:44,080 extremely useful to 4281 02:22:48,150 --> 02:22:46,160 uh look like a professor right it's a 4282 02:22:50,630 --> 02:22:48,160 culture you have to 4283 02:22:51,349 --> 02:22:50,640 maintain a certain gravitas if you uh 4284 02:22:54,150 --> 02:22:51,359 come across 4285 02:22:55,429 --> 02:22:54,160 as a a friendly person uh or as a 4286 02:22:57,830 --> 02:22:55,439 humorous person 4287 02:22:59,510 --> 02:22:57,840 uh that might limit your impact and with 4288 02:23:01,429 --> 02:22:59,520 certain audiences right are you really 4289 02:23:02,070 --> 02:23:01,439 the person that deserves this funding if 4290 02:23:04,950 --> 02:23:02,080 you 4291 02:23:07,270 --> 02:23:04,960 uh are goofy in some way right yeah so 4292 02:23:10,389 --> 02:23:07,280 uh of course i don't want to be goofy 4293 02:23:11,830 --> 02:23:10,399 but i also don't want to scare you and i 4294 02:23:15,190 --> 02:23:11,840 want us to 4295 02:23:18,469 --> 02:23:15,200 uh have a straightforward uh friendly 4296 02:23:20,550 --> 02:23:18,479 um and maybe even loving conversation so 4297 02:23:22,870 --> 02:23:20,560 i'm trying to open myself to you and i 4298 02:23:23,910 --> 02:23:22,880 try to build a personal relationship and 4299 02:23:27,110 --> 02:23:23,920 i find that 4300 02:23:28,950 --> 02:23:27,120 uh kindness and friendliness and humor 4301 02:23:31,830 --> 02:23:28,960 are useful tools for that 4302 02:23:33,910 --> 02:23:31,840 i also find that humor is often a useful 4303 02:23:36,550 --> 02:23:33,920 tool to deal with your own suffering 4304 02:23:39,429 --> 02:23:36,560 and kindness and friendliness so instead 4305 02:23:41,830 --> 02:23:39,439 of basically using graphness to 4306 02:23:43,429 --> 02:23:41,840 enter your suffering that is typically 4307 02:23:45,670 --> 02:23:43,439 something that pushes you out of the 4308 02:23:48,710 --> 02:23:45,680 area which you would need to deal with 4309 02:23:49,510 --> 02:23:48,720 and humor is sometimes a tool that 4310 02:23:51,750 --> 02:23:49,520 allows you to 4311 02:23:53,510 --> 02:23:51,760 make an area of your mind that you have 4312 02:23:56,469 --> 02:23:53,520 to explore because you need to repair it 4313 02:24:00,230 --> 02:23:58,469 is there any principle that's higher 4314 02:24:02,230 --> 02:24:00,240 that's worth dying for so far 4315 02:24:03,670 --> 02:24:02,240 like it sounds vague but for example you 4316 02:24:05,510 --> 02:24:03,680 mentioned that the machines 4317 02:24:06,790 --> 02:24:05,520 will likely win or let's imagine there's 4318 02:24:07,990 --> 02:24:06,800 a scenario where they win let's just 4319 02:24:09,510 --> 02:24:08,000 hypothetical 4320 02:24:11,590 --> 02:24:09,520 then merging with them if we want to 4321 02:24:13,590 --> 02:24:11,600 survive is what we should do 4322 02:24:15,190 --> 02:24:13,600 but is surviving what we should do what 4323 02:24:16,550 --> 02:24:15,200 if the machines win and part of the 4324 02:24:19,510 --> 02:24:16,560 machine's goal is to take over 4325 02:24:20,790 --> 02:24:19,520 the entire planet i know we've done that 4326 02:24:23,670 --> 02:24:20,800 but let's say they do it in a 4327 02:24:24,309 --> 02:24:23,680 in a way that causes excruciation for 4328 02:24:26,389 --> 02:24:24,319 most of 4329 02:24:27,670 --> 02:24:26,399 life but we say well we want to live so 4330 02:24:29,910 --> 02:24:27,680 let's merge with them 4331 02:24:30,950 --> 02:24:29,920 should we do that is there something 4332 02:24:33,910 --> 02:24:30,960 else 4333 02:24:36,150 --> 02:24:33,920 that's more important than simply 4334 02:24:38,150 --> 02:24:36,160 propagating 4335 02:24:40,790 --> 02:24:38,160 i think that something can only be 4336 02:24:42,790 --> 02:24:40,800 important if the mind makes it so 4337 02:24:44,070 --> 02:24:42,800 the physical universe by itself has no 4338 02:24:45,910 --> 02:24:44,080 importance whatsoever 4339 02:24:47,270 --> 02:24:45,920 life by itself has no importance 4340 02:24:50,389 --> 02:24:47,280 whatsoever 4341 02:24:52,630 --> 02:24:50,399 uh from the perspectives uh 4342 02:24:54,469 --> 02:24:52,640 that my own statistics give me i think 4343 02:24:56,790 --> 02:24:54,479 complexity is valuable 4344 02:24:59,429 --> 02:24:56,800 and mainly maintaining complexity over 4345 02:25:02,870 --> 02:24:59,439 long time spans is desirable 4346 02:25:03,670 --> 02:25:02,880 and so basically having a state in which 4347 02:25:06,630 --> 02:25:03,680 you 4348 02:25:08,630 --> 02:25:06,640 see the continuation of life at high 4349 02:25:10,630 --> 02:25:08,640 complexity on this planet 4350 02:25:12,070 --> 02:25:10,640 seems to be a desirable thing to me on 4351 02:25:14,389 --> 02:25:12,080 the other hand life 4352 02:25:15,750 --> 02:25:14,399 is excruciating for most conscious 4353 02:25:18,230 --> 02:25:15,760 beings 4354 02:25:19,110 --> 02:25:18,240 for most of the time in some sense 4355 02:25:21,750 --> 02:25:19,120 existence is 4356 02:25:23,429 --> 02:25:21,760 by itself not necessarily pleasant if 4357 02:25:25,270 --> 02:25:23,439 it's consciously experienced 4358 02:25:26,790 --> 02:25:25,280 even though it's a constructed thing by 4359 02:25:28,790 --> 02:25:26,800 the mind itself 4360 02:25:30,710 --> 02:25:28,800 and so i don't have an absolute answer 4361 02:25:32,550 --> 02:25:30,720 to questions like this they only need to 4362 02:25:34,710 --> 02:25:32,560 be framed by a certain context 4363 02:25:36,950 --> 02:25:34,720 in the context of having children i will 4364 02:25:38,550 --> 02:25:36,960 give you a very different answer than 4365 02:25:41,190 --> 02:25:38,560 by the context of looking at the 4366 02:25:43,190 --> 02:25:41,200 planetary ecosystem 4367 02:25:44,790 --> 02:25:43,200 right so uh depending on on that 4368 02:25:46,710 --> 02:25:44,800 particular context for instance 4369 02:25:48,469 --> 02:25:46,720 what do i wish for my children or what 4370 02:25:51,590 --> 02:25:48,479 do i wish for my friends 4371 02:25:52,950 --> 02:25:51,600 how they should explore existence or 4372 02:25:59,190 --> 02:25:52,960 what do i wish for 4373 02:26:02,150 --> 02:25:59,200 ecosystem that i'm part of 4374 02:26:04,150 --> 02:26:02,160 these are uh very specific questions and 4375 02:26:07,030 --> 02:26:04,160 for these specific questions 4376 02:26:09,030 --> 02:26:07,040 no yeah of course they are and in some 4377 02:26:10,710 --> 02:26:09,040 sense ethics is about the negotiation 4378 02:26:13,429 --> 02:26:10,720 between these conflicts 4379 02:26:13,830 --> 02:26:13,439 but they all are predicated by a choice 4380 02:26:15,750 --> 02:26:13,840 that you 4381 02:26:17,510 --> 02:26:15,760 need to make in the beginning the choice 4382 02:26:19,429 --> 02:26:17,520 of what is important to you 4383 02:26:21,110 --> 02:26:19,439 and initially we don't make that choice 4384 02:26:22,230 --> 02:26:21,120 because we have innate choices that 4385 02:26:24,950 --> 02:26:22,240 evolution has 4386 02:26:26,389 --> 02:26:24,960 done for us and that are solidified in 4387 02:26:27,910 --> 02:26:26,399 our interaction with the social 4388 02:26:30,150 --> 02:26:27,920 environment and so on 4389 02:26:31,190 --> 02:26:30,160 but eventually we get to the point where 4390 02:26:32,950 --> 02:26:31,200 we get 4391 02:26:34,870 --> 02:26:32,960 agency over these choices and where we 4392 02:26:36,630 --> 02:26:34,880 can deconstruct them 4393 02:26:38,950 --> 02:26:36,640 and then the answers become complicated 4394 02:26:39,830 --> 02:26:38,960 and there is not a single answer because 4395 02:26:42,150 --> 02:26:39,840 the answer 4396 02:26:43,110 --> 02:26:42,160 obviously depends on the system that you 4397 02:26:46,230 --> 02:26:43,120 are 4398 02:26:46,950 --> 02:26:46,240 right if you become a machine so to 4399 02:26:50,070 --> 02:26:46,960 speak if you 4400 02:26:51,670 --> 02:26:50,080 uh identify with a different system 4401 02:26:53,910 --> 02:26:51,680 uh for instance in this way that the 4402 02:26:54,950 --> 02:26:53,920 dalai lama identifies as a form of 4403 02:26:58,070 --> 02:26:54,960 government 4404 02:27:00,550 --> 02:26:58,080 as an institution a thing that 4405 02:27:01,670 --> 02:27:00,560 or the queen to some degree identifies 4406 02:27:04,070 --> 02:27:01,680 with the crown 4407 02:27:05,990 --> 02:27:04,080 which is an institution it limits her 4408 02:27:07,030 --> 02:27:06,000 actions as a human being the queen is 4409 02:27:08,790 --> 02:27:07,040 not free to do 4410 02:27:10,150 --> 02:27:08,800 what you and me are doing the dalai lama 4411 02:27:10,790 --> 02:27:10,160 is not free to do what you and me are 4412 02:27:12,309 --> 02:27:10,800 doing 4413 02:27:14,790 --> 02:27:12,319 because he operates on different 4414 02:27:18,230 --> 02:27:14,800 constraints right these constraints 4415 02:27:19,830 --> 02:27:18,240 give him both more agency and 4416 02:27:22,630 --> 02:27:19,840 fewer degrees of freedom in a certain 4417 02:27:24,070 --> 02:27:22,640 way and they also free him from worrying 4418 02:27:25,830 --> 02:27:24,080 about certain things because 4419 02:27:27,349 --> 02:27:25,840 to the degree that you identify for 4420 02:27:29,270 --> 02:27:27,359 instance with your family 4421 02:27:31,270 --> 02:27:29,280 you are free to worry about your own 4422 02:27:33,190 --> 02:27:31,280 individuality within the family 4423 02:27:34,309 --> 02:27:33,200 to the degree that you identify with an 4424 02:27:36,950 --> 02:27:34,319 ideology you can 4425 02:27:38,790 --> 02:27:36,960 disidentify with your personal ideas to 4426 02:27:42,389 --> 02:27:38,800 the degree that you identify 4427 02:27:45,190 --> 02:27:42,399 with being a form of governance for a 4428 02:27:46,710 --> 02:27:45,200 group of beings you can identify with 4429 02:27:48,309 --> 02:27:46,720 this single individual that you are and 4430 02:27:48,790 --> 02:27:48,319 it doesn't really matter if you die as 4431 02:27:51,190 --> 02:27:48,800 long 4432 02:27:53,110 --> 02:27:51,200 as you are reborn this form of 4433 02:27:54,950 --> 02:27:53,120 government in a new individual that is 4434 02:27:56,389 --> 02:27:54,960 performing the role as well as you can 4435 02:27:59,349 --> 02:27:56,399 or even better maybe 4436 02:28:01,270 --> 02:27:59,359 right so this who am i what is this 4437 02:28:04,630 --> 02:28:01,280 thing that i stand for what is it that i 4438 02:28:06,469 --> 02:28:04,640 identify as is not necessarily related 4439 02:28:07,990 --> 02:28:06,479 to the substrate very tightly 4440 02:28:09,990 --> 02:28:08,000 the same way as the software does not 4441 02:28:10,950 --> 02:28:10,000 need to identify with the hardware that 4442 02:28:12,870 --> 02:28:10,960 it runs on 4443 02:28:14,389 --> 02:28:12,880 you are not identified with your brain 4444 02:28:15,429 --> 02:28:14,399 you are identified with the things that 4445 02:28:17,349 --> 02:28:15,439 you care about 4446 02:28:19,349 --> 02:28:17,359 and as soon as you get agency over what 4447 02:28:20,790 --> 02:28:19,359 you care about you can say that the 4448 02:28:22,309 --> 02:28:20,800 choices that you make are more or less 4449 02:28:23,670 --> 02:28:22,319 consistent with each other 4450 02:28:25,429 --> 02:28:23,680 and they are more or less compatible 4451 02:28:28,070 --> 02:28:25,439 with the choices that others make 4452 02:28:30,870 --> 02:28:28,080 but there is no absolute answer anymore 4453 02:28:34,070 --> 02:28:30,880 what do you identify as 4454 02:28:36,150 --> 02:28:34,080 it depends i am not identified as the 4455 02:28:40,389 --> 02:28:36,160 same thing in every state 4456 02:28:42,950 --> 02:28:40,399 and sometimes i identify as a father 4457 02:28:44,710 --> 02:28:42,960 and sometimes as a lover sometimes as a 4458 02:28:47,750 --> 02:28:44,720 partner as a friend 4459 02:28:48,230 --> 02:28:47,760 as a coworker uh as uh somebody who 4460 02:28:49,910 --> 02:28:48,240 thinks 4461 02:28:51,510 --> 02:28:49,920 as somebody who struggles as somebody 4462 02:28:53,910 --> 02:28:51,520 who doesn't want to live anymore 4463 02:28:55,830 --> 02:28:53,920 somebody who wants to get some sleep and 4464 02:28:56,309 --> 02:28:55,840 nothing is as important as that and so 4465 02:28:58,950 --> 02:28:56,319 on 4466 02:29:01,110 --> 02:28:58,960 who doesn't want to live anymore because 4467 02:29:02,630 --> 02:29:01,120 i'm curious what if someone says 4468 02:29:04,230 --> 02:29:02,640 i think what's most important is the 4469 02:29:05,750 --> 02:29:04,240 destruction of life i don't think it's 4470 02:29:07,429 --> 02:29:05,760 worth it i think that the amount of 4471 02:29:08,630 --> 02:29:07,439 suffering is not worth the pleasure 4472 02:29:10,389 --> 02:29:08,640 and you're saying that objectively 4473 02:29:12,070 --> 02:29:10,399 there's nothing wrong with that so what 4474 02:29:15,590 --> 02:29:12,080 if they come to that conclusion 4475 02:29:18,070 --> 02:29:15,600 and they pursue it is there 4476 02:29:19,590 --> 02:29:18,080 yeah what if they do that that just it 4477 02:29:21,670 --> 02:29:19,600 sounds like it's objectively 4478 02:29:23,270 --> 02:29:21,680 wrong but you're saying uh that's fine 4479 02:29:27,110 --> 02:29:23,280 just pursue what you want as long as 4480 02:29:31,910 --> 02:29:30,309 so yes uh i can only object to this to 4481 02:29:34,790 --> 02:29:31,920 the degree that it is 4482 02:29:36,469 --> 02:29:34,800 conflicting with my own goals and for 4483 02:29:39,590 --> 02:29:36,479 most people that would be the case and 4484 02:29:40,550 --> 02:29:39,600 so they legitimately would uh give 4485 02:29:42,309 --> 02:29:40,560 opposition 4486 02:29:43,910 --> 02:29:42,319 there's also this issue it's very very 4487 02:29:46,790 --> 02:29:43,920 hard to sterilize a planet 4488 02:29:48,309 --> 02:29:46,800 life is extremely resilient even let's 4489 02:29:49,510 --> 02:29:48,319 just say they dislike humans because 4490 02:29:50,630 --> 02:29:49,520 humans are the ones that have betrayed 4491 02:29:52,309 --> 02:29:50,640 them in the past 4492 02:29:53,990 --> 02:29:52,319 yeah the humans are going to take care 4493 02:29:55,910 --> 02:29:54,000 of themselves at some point right this 4494 02:29:58,469 --> 02:29:55,920 species is not immortal 4495 02:30:00,150 --> 02:29:58,479 uh we might already be on the way out 4496 02:30:00,550 --> 02:30:00,160 and of course there are individuals 4497 02:30:03,990 --> 02:30:00,560 which 4498 02:30:07,349 --> 02:30:04,000 um the individual might fall 4499 02:30:10,630 --> 02:30:07,359 out of this and uh 4500 02:30:13,990 --> 02:30:10,640 peterson describes this as uh the 4501 02:30:16,790 --> 02:30:14,000 uh school shooter got angry at god right 4502 02:30:18,469 --> 02:30:16,800 and uh i think that god in in this way 4503 02:30:19,110 --> 02:30:18,479 that peterson has been using it in this 4504 02:30:22,469 --> 02:30:19,120 sentence 4505 02:30:24,389 --> 02:30:22,479 is the uh platonic form of the 4506 02:30:25,830 --> 02:30:24,399 civilization that somebody is part of 4507 02:30:26,710 --> 02:30:25,840 it's the greater whole seen as a 4508 02:30:28,550 --> 02:30:26,720 sentient agent 4509 02:30:30,550 --> 02:30:28,560 the relationship of this individual to 4510 02:30:31,990 --> 02:30:30,560 this god is the relationship that the 4511 02:30:35,110 --> 02:30:32,000 cell has to the organism 4512 02:30:38,150 --> 02:30:35,120 and are you a plaintiff no 4513 02:30:39,429 --> 02:30:38,160 but uh so in some sense there is an uh a 4514 02:30:41,670 --> 02:30:39,439 practical sense in which i'm 4515 02:30:43,190 --> 02:30:41,680 a platonist but i'm not a platonist in 4516 02:30:45,910 --> 02:30:43,200 the intellectual sense 4517 02:30:47,190 --> 02:30:45,920 so i don't think that these categories 4518 02:30:48,870 --> 02:30:47,200 exist 4519 02:30:50,469 --> 02:30:48,880 beyond being more or less coherent 4520 02:30:54,150 --> 02:30:50,479 models but 4521 02:30:55,510 --> 02:30:54,160 i think that as a learning system i 4522 02:30:57,349 --> 02:30:55,520 i need to believe that there is 4523 02:30:59,349 --> 02:30:57,359 something at the end of the gradient 4524 02:31:00,790 --> 02:30:59,359 right there is going to be a certain 4525 02:31:02,870 --> 02:31:00,800 model that i can approximate that 4526 02:31:05,270 --> 02:31:02,880 describes reality optimally well 4527 02:31:07,349 --> 02:31:05,280 given my resources and starting point 4528 02:31:08,950 --> 02:31:07,359 and in this sense i have a strong 4529 02:31:10,790 --> 02:31:08,960 experience of platonism that these 4530 02:31:13,030 --> 02:31:10,800 categories are real and 4531 02:31:15,030 --> 02:31:13,040 so in this context it seems that we are 4532 02:31:17,590 --> 02:31:15,040 a state-building species we are not in 4533 02:31:19,030 --> 02:31:17,600 species of solitary individuals unless 4534 02:31:21,590 --> 02:31:19,040 you are a sociopath 4535 02:31:23,349 --> 02:31:21,600 that is does not have any sense for a 4536 02:31:24,309 --> 02:31:23,359 greater whole and most of us have this 4537 02:31:27,190 --> 02:31:24,319 sense of 4538 02:31:28,710 --> 02:31:27,200 feeling that we are functionally part of 4539 02:31:31,750 --> 02:31:28,720 something that is more important than 4540 02:31:33,190 --> 02:31:31,760 us as an individual and this would be 4541 02:31:35,190 --> 02:31:33,200 the implementation that you would need 4542 02:31:36,870 --> 02:31:35,200 to give a cell if the cell was conscious 4543 02:31:38,309 --> 02:31:36,880 and was able to make sense of its 4544 02:31:40,150 --> 02:31:38,319 relationship to the environment 4545 02:31:41,990 --> 02:31:40,160 if the cell is part of an organism and 4546 02:31:44,309 --> 02:31:42,000 not a single cell organism 4547 02:31:45,270 --> 02:31:44,319 if you as organisms don't actually exist 4548 02:31:47,349 --> 02:31:45,280 right 4549 02:31:48,710 --> 02:31:47,359 organisms are away to think of large 4550 02:31:51,910 --> 02:31:48,720 groups of cells 4551 02:31:54,550 --> 02:31:51,920 that act as part of a greater whole 4552 02:31:55,830 --> 02:31:54,560 they act sorry when you say organisms 4553 02:31:57,270 --> 02:31:55,840 don't exist you mean to say that they're 4554 02:31:59,110 --> 02:31:57,280 just a collection of molecules that move 4555 02:32:01,750 --> 02:31:59,120 in a particular way and we model them 4556 02:32:03,590 --> 02:32:01,760 as organisms an organism is a function 4557 02:32:05,030 --> 02:32:03,600 that describes the interaction between a 4558 02:32:06,550 --> 02:32:05,040 group of cells 4559 02:32:08,950 --> 02:32:06,560 and it's a function that is different 4560 02:32:11,110 --> 02:32:08,960 from a bunch of cells because it 4561 02:32:13,110 --> 02:32:11,120 says that some of the cells are not 4562 02:32:14,389 --> 02:32:13,120 helpful to the organism rate is a 4563 02:32:17,030 --> 02:32:14,399 function that describes 4564 02:32:18,790 --> 02:32:17,040 a control structure there are cells 4565 02:32:20,790 --> 02:32:18,800 which don't belong to the organism even 4566 02:32:23,429 --> 02:32:20,800 though they are in the same region 4567 02:32:24,389 --> 02:32:23,439 and some of these cells even share the 4568 02:32:25,910 --> 02:32:24,399 same genome 4569 02:32:27,590 --> 02:32:25,920 and but there might be tumors for 4570 02:32:28,550 --> 02:32:27,600 instance and the organism tries to get 4571 02:32:31,349 --> 02:32:28,560 rid of them 4572 02:32:33,510 --> 02:32:31,359 and so the organism is in some sense a 4573 02:32:35,830 --> 02:32:33,520 function that describes an order 4574 02:32:37,349 --> 02:32:35,840 and the same way a society or a 4575 02:32:38,790 --> 02:32:37,359 civilization is a function that 4576 02:32:40,630 --> 02:32:38,800 describes this order 4577 02:32:42,870 --> 02:32:40,640 and the organism if you look closely 4578 02:32:44,790 --> 02:32:42,880 only exists approximately 4579 02:32:46,389 --> 02:32:44,800 right because you cannot describe 4580 02:32:48,630 --> 02:32:46,399 everything that happens there 4581 02:32:49,910 --> 02:32:48,640 using that thing if you look at reality 4582 02:32:51,830 --> 02:32:49,920 you only can do this 4583 02:32:53,510 --> 02:32:51,840 in a hypothetical space where you reason 4584 02:32:55,830 --> 02:32:53,520 about what also cells are doing 4585 02:32:57,110 --> 02:32:55,840 and the same thing is true for society 4586 02:32:59,670 --> 02:32:57,120 or for cells 4587 02:33:02,070 --> 02:32:59,680 and this notion of the emergence of a 4588 02:33:03,750 --> 02:33:02,080 society that is entirely coherent 4589 02:33:05,590 --> 02:33:03,760 where the behavior of all the 4590 02:33:07,590 --> 02:33:05,600 individuals has sense 4591 02:33:09,270 --> 02:33:07,600 with respect to the greater whole this 4592 02:33:11,030 --> 02:33:09,280 coincides with the invention of the 4593 02:33:12,469 --> 02:33:11,040 concept of gods and i think they are 4594 02:33:14,389 --> 02:33:12,479 basically the same concept 4595 02:33:16,550 --> 02:33:14,399 it's the idea that individuals can 4596 02:33:18,550 --> 02:33:16,560 interact in such a way that their form 4597 02:33:20,389 --> 02:33:18,560 and agent on the next level of 4598 02:33:21,750 --> 02:33:20,399 description and this agent is sentient 4599 02:33:22,469 --> 02:33:21,760 it has a relationship to the world 4600 02:33:25,510 --> 02:33:22,479 around it 4601 02:33:27,110 --> 02:33:25,520 as goals and a relationship to its 4602 02:33:28,790 --> 02:33:27,120 constituents to the parts 4603 02:33:30,710 --> 02:33:28,800 and you can see in the history of the 4604 02:33:32,389 --> 02:33:30,720 religions that this relationship to the 4605 02:33:35,190 --> 02:33:32,399 constituent parts changes 4606 02:33:36,950 --> 02:33:35,200 right the old abrahamic god is is really 4607 02:33:38,870 --> 02:33:36,960 a mean he doesn't care about the 4608 02:33:41,510 --> 02:33:38,880 individuals what he does to job 4609 02:33:42,469 --> 02:33:41,520 uh just to uh prove a coin point to the 4610 02:33:45,349 --> 02:33:42,479 devil is 4611 02:33:45,670 --> 02:33:45,359 uh horrible right from the perspective 4612 02:33:47,910 --> 02:33:45,680 of 4613 02:33:49,750 --> 02:33:47,920 an individual but from the perspective 4614 02:33:51,270 --> 02:33:49,760 of an organism doing something to its 4615 02:33:53,429 --> 02:33:51,280 cells it doesn't matter at all 4616 02:33:55,190 --> 02:33:53,439 right of course the organism is able to 4617 02:33:56,790 --> 02:33:55,200 do things to its cells and the cells are 4618 02:33:58,309 --> 02:33:56,800 not supposed to care about this 4619 02:33:59,910 --> 02:33:58,319 because they belong to the organism they 4620 02:34:00,469 --> 02:33:59,920 are owned by the organism they only 4621 02:34:02,389 --> 02:34:00,479 exist 4622 02:34:04,070 --> 02:34:02,399 by the grace of the organism and for the 4623 02:34:05,910 --> 02:34:04,080 good of the organism it reminds me of 4624 02:34:09,270 --> 02:34:05,920 what you describe fascism is like 4625 02:34:11,429 --> 02:34:09,280 yes exactly and the idea of for instance 4626 02:34:13,190 --> 02:34:11,439 the introduction of jesus christ and 4627 02:34:16,710 --> 02:34:13,200 catholicism 4628 02:34:18,070 --> 02:34:16,720 was necessary to deal with a religion 4629 02:34:18,790 --> 02:34:18,080 that was compatible with the roman 4630 02:34:20,630 --> 02:34:18,800 empire 4631 02:34:22,389 --> 02:34:20,640 so you want to have a society where you 4632 02:34:24,150 --> 02:34:22,399 already have pax romana and every 4633 02:34:25,190 --> 02:34:24,160 individual has something like its own 4634 02:34:27,349 --> 02:34:25,200 dignity 4635 02:34:28,389 --> 02:34:27,359 and its own role regardless of the 4636 02:34:29,910 --> 02:34:28,399 society 4637 02:34:31,429 --> 02:34:29,920 and you need to make a good offer to 4638 02:34:33,110 --> 02:34:31,439 these individuals and you need to 4639 02:34:35,270 --> 02:34:33,120 structure the relationship between the 4640 02:34:36,630 --> 02:34:35,280 individuals and allow them to grow into 4641 02:34:39,190 --> 02:34:36,640 the part of the organism 4642 02:34:40,230 --> 02:34:39,200 so you introduce humanism and the entire 4643 02:34:42,150 --> 02:34:40,240 idea of 4644 02:34:43,270 --> 02:34:42,160 jesus christ i think is the introduction 4645 02:34:45,670 --> 02:34:43,280 of humanism 4646 02:34:47,429 --> 02:34:45,680 into this hebrew religion and of course 4647 02:34:49,270 --> 02:34:47,439 the hebrew religion has changed later on 4648 02:34:51,670 --> 02:34:49,280 and became more humanist 4649 02:34:53,429 --> 02:34:51,680 in other ways but i think that 4650 02:34:55,990 --> 02:34:53,439 originally the invention or 4651 02:34:57,990 --> 02:34:56,000 the introduction of the concept of jesus 4652 02:35:01,590 --> 02:34:58,000 was exactly this humanization 4653 02:35:04,150 --> 02:35:01,600 of this uh resulting hyperorganism 4654 02:35:06,150 --> 02:35:04,160 and we have been selected to be part of 4655 02:35:08,070 --> 02:35:06,160 an hyperorganism people that didn't play 4656 02:35:09,830 --> 02:35:08,080 their role in the hyperorganism and were 4657 02:35:11,270 --> 02:35:09,840 unwilling to subscribe to it 4658 02:35:13,110 --> 02:35:11,280 they were often killed right they didn't 4659 02:35:15,270 --> 02:35:13,120 have a lot of offspring 4660 02:35:16,950 --> 02:35:15,280 and we did this for a period of many 4661 02:35:18,710 --> 02:35:16,960 many generations literally over more 4662 02:35:21,670 --> 02:35:18,720 than a thousand years 4663 02:35:22,150 --> 02:35:21,680 and so most of the people that live 4664 02:35:24,389 --> 02:35:22,160 today 4665 02:35:25,429 --> 02:35:24,399 on this planet are the result of having 4666 02:35:28,150 --> 02:35:25,439 grown up in such 4667 02:35:29,590 --> 02:35:28,160 systems of organization and so they are 4668 02:35:30,950 --> 02:35:29,600 selected for these systems of 4669 02:35:32,790 --> 02:35:30,960 organizations we are all 4670 02:35:34,389 --> 02:35:32,800 selected for feeding part of something 4671 02:35:35,110 --> 02:35:34,399 that is much larger than a tribe or a 4672 02:35:37,590 --> 02:35:35,120 family 4673 02:35:38,389 --> 02:35:37,600 we are part of a transcendental greater 4674 02:35:40,950 --> 02:35:38,399 whole of 4675 02:35:42,070 --> 02:35:40,960 of some civilization and the old word 4676 02:35:43,510 --> 02:35:42,080 before enlightenment for this 4677 02:35:45,030 --> 02:35:43,520 civilization was god 4678 02:35:47,270 --> 02:35:45,040 we are reluctant to use this word 4679 02:35:50,550 --> 02:35:47,280 because it's so tainted by the 4680 02:35:52,230 --> 02:35:50,560 mythology of the cults that we 4681 02:35:53,990 --> 02:35:52,240 invented or that were invented to 4682 02:35:55,910 --> 02:35:54,000 stabilize the civilizations 4683 02:35:58,309 --> 02:35:55,920 right the religions invented mythologies 4684 02:35:59,990 --> 02:35:58,319 that are not possibly true that don't 4685 02:36:01,750 --> 02:36:00,000 have evidence going for them 4686 02:36:03,830 --> 02:36:01,760 and cannot have possible evidence like 4687 02:36:04,469 --> 02:36:03,840 creator gods cannot have evidence for 4688 02:36:06,309 --> 02:36:04,479 them 4689 02:36:07,750 --> 02:36:06,319 you cannot observe as an inhabitant of 4690 02:36:09,429 --> 02:36:07,760 the universe act 4691 02:36:11,429 --> 02:36:09,439 that relates to its creation and any 4692 02:36:11,910 --> 02:36:11,439 statement thereof will only be a mental 4693 02:36:14,230 --> 02:36:11,920 state 4694 02:36:15,910 --> 02:36:14,240 that the individual has not something 4695 02:36:17,990 --> 02:36:15,920 that is a valid experiment 4696 02:36:19,830 --> 02:36:18,000 that tells you something about reality 4697 02:36:22,469 --> 02:36:19,840 so gods are 4698 02:36:23,910 --> 02:36:22,479 mental constructs they are about as real 4699 02:36:25,030 --> 02:36:23,920 as selves which are also mental 4700 02:36:27,429 --> 02:36:25,040 constructs 4701 02:36:28,150 --> 02:36:27,439 a god is the same gods are as real as 4702 02:36:31,910 --> 02:36:28,160 you 4703 02:36:34,230 --> 02:36:31,920 construct yes gods can 4704 02:36:35,349 --> 02:36:34,240 are basically selves that span multiple 4705 02:36:37,910 --> 02:36:35,359 minds 4706 02:36:39,750 --> 02:36:37,920 and the greek gods are good good 4707 02:36:40,630 --> 02:36:39,760 examples for that so the greek gods are 4708 02:36:42,790 --> 02:36:40,640 stable 4709 02:36:44,070 --> 02:36:42,800 because they are all archetypes they are 4710 02:36:46,469 --> 02:36:44,080 all certain 4711 02:36:48,230 --> 02:36:46,479 extremes of psychology or connections of 4712 02:36:50,870 --> 02:36:48,240 extremes of psychology that give 4713 02:36:52,309 --> 02:36:50,880 rise to some kind of a human archetype 4714 02:36:54,230 --> 02:36:52,319 and this makes them immortal you can 4715 02:36:56,710 --> 02:36:54,240 refer to them 4716 02:36:58,790 --> 02:36:56,720 across human beings and you can treat 4717 02:37:01,670 --> 02:36:58,800 them as if they would exist 4718 02:37:03,190 --> 02:37:01,680 and then they are the demigods like 4719 02:37:05,990 --> 02:37:03,200 hercules 4720 02:37:07,429 --> 02:37:06,000 who exists because he has stories that 4721 02:37:09,590 --> 02:37:07,439 make him immortal 4722 02:37:13,110 --> 02:37:09,600 but this thing that you can live in the 4723 02:37:15,830 --> 02:37:13,120 mind of another person or of an organism 4724 02:37:16,630 --> 02:37:15,840 and move from one mind to another one 4725 02:37:18,389 --> 02:37:16,640 this is what 4726 02:37:20,230 --> 02:37:18,399 makes you a god in this conception of 4727 02:37:22,309 --> 02:37:20,240 the greeks it's not the normative force 4728 02:37:24,950 --> 02:37:22,319 that our religions had 4729 02:37:26,710 --> 02:37:24,960 and in our religions the identification 4730 02:37:27,830 --> 02:37:26,720 of a god is not just it's an immortal 4731 02:37:30,469 --> 02:37:27,840 superhero comic 4732 02:37:31,590 --> 02:37:30,479 character but it's some kind of 4733 02:37:34,630 --> 02:37:31,600 archetype instead 4734 02:37:36,230 --> 02:37:34,640 it's uh it's a singular thing it's 4735 02:37:39,270 --> 02:37:36,240 monotheist god 4736 02:37:40,469 --> 02:37:39,280 uh or it's a subset of it that is like a 4737 02:37:43,590 --> 02:37:40,479 limp of that god 4738 02:37:46,230 --> 02:37:43,600 that is describing what our civilization 4739 02:37:47,990 --> 02:37:46,240 ought to be seen as and the relationship 4740 02:37:50,230 --> 02:37:48,000 that we have to that god is 4741 02:37:51,910 --> 02:37:50,240 established for instance in prayer 4742 02:37:53,830 --> 02:37:51,920 prayer is an activity in which we 4743 02:37:55,750 --> 02:37:53,840 meditate about the properties of god and 4744 02:37:57,990 --> 02:37:55,760 the relationships that we have to god 4745 02:37:59,590 --> 02:37:58,000 and thereby establish god and in the 4746 02:38:01,429 --> 02:37:59,600 process of prayers 4747 02:38:03,190 --> 02:38:01,439 gods can even become conscious if that's 4748 02:38:05,270 --> 02:38:03,200 part of their specification even though 4749 02:38:07,349 --> 02:38:05,280 they use the hardware of the human brain 4750 02:38:08,710 --> 02:38:07,359 of the individual human brain so in some 4751 02:38:11,429 --> 02:38:08,720 sense prayer works 4752 02:38:12,630 --> 02:38:11,439 even though the god doesn't exist in the 4753 02:38:15,030 --> 02:38:12,640 physicalist sense 4754 02:38:16,630 --> 02:38:15,040 it exists in some abstract sense yes of 4755 02:38:18,309 --> 02:38:16,640 course the prayer changes the 4756 02:38:19,830 --> 02:38:18,319 relationships that people have to each 4757 02:38:21,349 --> 02:38:19,840 other and the identifications that 4758 02:38:22,870 --> 02:38:21,359 people have they change what people 4759 02:38:24,309 --> 02:38:22,880 think is right and normal and good and 4760 02:38:25,750 --> 02:38:24,319 what they want to do 4761 02:38:27,670 --> 02:38:25,760 and they change the way they interact 4762 02:38:28,469 --> 02:38:27,680 how they share resources do you pray 4763 02:38:31,990 --> 02:38:28,479 first 4764 02:38:33,830 --> 02:38:32,000 no you meditate yes and 4765 02:38:35,670 --> 02:38:33,840 i could say that there is maybe 4766 02:38:36,870 --> 02:38:35,680 everybody prays in a certain way in the 4767 02:38:38,870 --> 02:38:36,880 sense that we try to 4768 02:38:40,309 --> 02:38:38,880 spend time in establishing our 4769 02:38:41,429 --> 02:38:40,319 relationship to the greater whole and 4770 02:38:43,270 --> 02:38:41,439 reflect on that 4771 02:38:45,030 --> 02:38:43,280 so i would say that in a very secular 4772 02:38:49,510 --> 02:38:45,040 way i'm praying 4773 02:38:51,830 --> 02:38:49,520 but i grew up in in a world where 4774 02:38:53,750 --> 02:38:51,840 the religious cults were seen as 4775 02:38:55,190 --> 02:38:53,760 repulsive because they are antagonistic 4776 02:38:57,429 --> 02:38:55,200 to rationality 4777 02:38:59,190 --> 02:38:57,439 and i take issue with the 4778 02:39:02,469 --> 02:38:59,200 anti-rationalism of the way the 4779 02:39:05,190 --> 02:39:02,479 mythology of religions is enforced 4780 02:39:07,429 --> 02:39:05,200 so somebody who forces me to believe 4781 02:39:09,349 --> 02:39:07,439 things that are manifestly untrue 4782 02:39:11,670 --> 02:39:09,359 just to have a checksum on my mind that 4783 02:39:13,910 --> 02:39:11,680 distinguishes me from non-believers 4784 02:39:15,830 --> 02:39:13,920 is violating me that's why i cannot be 4785 02:39:17,830 --> 02:39:15,840 part of such a cult 4786 02:39:19,590 --> 02:39:17,840 at least not in my present state i can 4787 02:39:21,349 --> 02:39:19,600 only be part of something that is 4788 02:39:24,309 --> 02:39:21,359 compatible with being rational 4789 02:39:25,110 --> 02:39:24,319 and this means retaining autonomy over 4790 02:39:32,790 --> 02:39:25,120 my 4791 02:39:34,070 --> 02:39:32,800 morality identity i cannot be part of 4792 02:39:37,510 --> 02:39:34,080 something 4793 02:39:37,990 --> 02:39:37,520 and i there are groups that act like 4794 02:39:39,030 --> 02:39:38,000 this 4795 02:39:40,630 --> 02:39:39,040 and you could say that they are 4796 02:39:41,830 --> 02:39:40,640 spiritual that but they're probably not 4797 02:39:43,190 --> 02:39:41,840 religious at least not in the 4798 02:39:44,710 --> 02:39:43,200 traditional sense because they don't 4799 02:39:45,990 --> 02:39:44,720 have organized religion for the most 4800 02:39:48,870 --> 02:39:46,000 part 4801 02:39:50,790 --> 02:39:48,880 but so uh to get back to this a person 4802 02:39:51,670 --> 02:39:50,800 who wants to end all life it tends to be 4803 02:39:53,830 --> 02:39:51,680 a person 4804 02:39:55,110 --> 02:39:53,840 who is not disinterested in life it 4805 02:39:57,110 --> 02:39:55,120 tends to be a person 4806 02:39:58,309 --> 02:39:57,120 who does take an interest in the greater 4807 02:40:00,309 --> 02:39:58,319 whole 4808 02:40:02,309 --> 02:40:00,319 because uh the actions of that 4809 02:40:02,710 --> 02:40:02,319 individual affect other individuals 4810 02:40:04,550 --> 02:40:02,720 right 4811 02:40:07,349 --> 02:40:04,560 they want to end life and experience for 4812 02:40:08,790 --> 02:40:07,359 all of them right and so this means that 4813 02:40:11,110 --> 02:40:08,800 there is a relationship that this 4814 02:40:13,910 --> 02:40:11,120 individual has to the greater whole 4815 02:40:15,269 --> 02:40:13,920 and it's one of uh disenchantment it's 4816 02:40:17,990 --> 02:40:15,279 one of opposition 4817 02:40:18,469 --> 02:40:18,000 it's one where that individual decides 4818 02:40:25,510 --> 02:40:18,479 that 4819 02:40:27,030 --> 02:40:25,520 morally unjustified and this can happen 4820 02:40:27,830 --> 02:40:27,040 right if you're for instance if you're a 4821 02:40:29,590 --> 02:40:27,840 kid that is 4822 02:40:31,349 --> 02:40:29,600 mistreated and bullied by everyone and 4823 02:40:31,830 --> 02:40:31,359 you don't have a space in the world at 4824 02:40:33,670 --> 02:40:31,840 all 4825 02:40:35,269 --> 02:40:33,680 and you decide it's not your fault and 4826 02:40:38,389 --> 02:40:35,279 so you should die 4827 02:40:40,230 --> 02:40:38,399 but it's everybody else's fault and the 4828 02:40:42,070 --> 02:40:40,240 way that everybody else plays and 4829 02:40:43,670 --> 02:40:42,080 maybe it's the way that everybody else 4830 02:40:45,429 --> 02:40:43,680 is organized by the forces of the 4831 02:40:46,870 --> 02:40:45,439 universe and evolution and you can just 4832 02:40:48,469 --> 02:40:46,880 not make peace with that 4833 02:40:50,550 --> 02:40:48,479 maybe you radically oppose it and you 4834 02:40:53,110 --> 02:40:50,560 want to end it 4835 02:40:54,950 --> 02:40:53,120 and that experientially might uh 4836 02:40:57,190 --> 02:40:54,960 manifest itself as 4837 02:40:59,110 --> 02:40:57,200 running amok so it's a result of not 4838 02:41:00,630 --> 02:40:59,120 just a loss of meaning but an inversion 4839 02:41:04,070 --> 02:41:00,640 of meaning it's 4840 02:41:05,590 --> 02:41:04,080 it's an inversion of this spiritual need 4841 02:41:07,670 --> 02:41:05,600 that people have but it's still a 4842 02:41:09,990 --> 02:41:07,680 spiritual need can you expound on that 4843 02:41:12,790 --> 02:41:10,000 it's an inversion of the spiritual need 4844 02:41:13,269 --> 02:41:12,800 i think that uh in our society that has 4845 02:41:16,070 --> 02:41:13,279 lost 4846 02:41:17,670 --> 02:41:16,080 its future and uh you cannot have a 4847 02:41:18,710 --> 02:41:17,680 civilization without planning for a 4848 02:41:20,550 --> 02:41:18,720 future because this is what a 4849 02:41:22,230 --> 02:41:20,560 civilization is for and about 4850 02:41:23,990 --> 02:41:22,240 right in the niche in sense of the death 4851 02:41:26,790 --> 02:41:24,000 of a higher value 4852 02:41:28,950 --> 02:41:26,800 uh no it's basically a civilization is 4853 02:41:31,670 --> 02:41:28,960 the thing which makes you 4854 02:41:32,950 --> 02:41:31,680 build a cathedral over 500 years it's 4855 02:41:34,309 --> 02:41:32,960 something that allows you to act on 4856 02:41:36,070 --> 02:41:34,319 long-term plans it's something that 4857 02:41:36,550 --> 02:41:36,080 allows you to organize things in such a 4858 02:41:38,469 --> 02:41:36,560 way 4859 02:41:39,830 --> 02:41:38,479 that your grand grandchildren will have 4860 02:41:42,790 --> 02:41:39,840 a way of living 4861 02:41:44,550 --> 02:41:42,800 and we have given up on that our future 4862 02:41:46,070 --> 02:41:44,560 is changing much more rapidly than our 4863 02:41:47,510 --> 02:41:46,080 models of the future and so we have 4864 02:41:49,990 --> 02:41:47,520 stopped tracking the future 4865 02:41:51,750 --> 02:41:50,000 but what we can track now is that there 4866 02:41:53,429 --> 02:41:51,760 is not much future left possibly at 4867 02:41:53,910 --> 02:41:53,439 least we don't see how it can play out 4868 02:41:55,590 --> 02:41:53,920 well 4869 02:41:57,429 --> 02:41:55,600 we don't have strategies to deal with 4870 02:41:58,469 --> 02:41:57,439 the existential problems that our future 4871 02:42:01,030 --> 02:41:58,479 is bringing 4872 02:42:01,670 --> 02:42:01,040 we realize that the summer is awkward 4873 02:42:03,190 --> 02:42:01,680 that's 4874 02:42:05,750 --> 02:42:03,200 one of the worst summers that we ever 4875 02:42:07,510 --> 02:42:05,760 had but we also 4876 02:42:09,590 --> 02:42:07,520 realized that this is going to be one of 4877 02:42:10,630 --> 02:42:09,600 the coolest summers of the next hundred 4878 02:42:12,630 --> 02:42:10,640 years 4879 02:42:14,070 --> 02:42:12,640 we are unable to imagine what the summer 4880 02:42:16,630 --> 02:42:14,080 of 2025 4881 02:42:18,309 --> 02:42:16,640 will be like and when we think about it 4882 02:42:19,750 --> 02:42:18,319 we are terrified because we don't 4883 02:42:21,349 --> 02:42:19,760 prepare for it we don't have ways for 4884 02:42:23,269 --> 02:42:21,359 dealing with something that is worse 4885 02:42:24,630 --> 02:42:23,279 than the status quo what is that this is 4886 02:42:26,710 --> 02:42:24,640 spirituality 4887 02:42:28,150 --> 02:42:26,720 so basically we live in a world that has 4888 02:42:31,190 --> 02:42:28,160 lost its future 4889 02:42:34,070 --> 02:42:31,200 and as a result we have lost our culture 4890 02:42:34,469 --> 02:42:34,080 and so our spirituality our innate need 4891 02:42:36,469 --> 02:42:34,479 for 4892 02:42:38,950 --> 02:42:36,479 being part of a culture that is giving 4893 02:42:41,269 --> 02:42:38,960 rise to a sentient civilization 4894 02:42:42,630 --> 02:42:41,279 this has become a phantom limp and 4895 02:42:44,230 --> 02:42:42,640 that's why people are drawn to 4896 02:42:46,870 --> 02:42:44,240 superstition to 4897 02:42:48,950 --> 02:42:46,880 uh to feel that phantom lamp so this 4898 02:42:52,870 --> 02:42:48,960 phantom lamp attaches itself to 4899 02:42:55,510 --> 02:42:52,880 ideas of a conscious universe or of 4900 02:42:56,230 --> 02:42:55,520 immaterial deities that uh care about 4901 02:42:59,349 --> 02:42:56,240 you in some 4902 02:43:02,550 --> 02:42:59,359 magical way and uh 4903 02:43:03,030 --> 02:43:02,560 this is all of course this is 4904 02:43:04,469 --> 02:43:03,040 uh 4905 02:43:06,389 --> 02:43:04,479 this is really the expression of that 4906 02:43:08,389 --> 02:43:06,399 phantom lump the thing that is 4907 02:43:09,670 --> 02:43:08,399 is real is this is life on the planet 4908 02:43:11,349 --> 02:43:09,680 it's the ecosystem 4909 02:43:12,790 --> 02:43:11,359 and it's our part in the ecosystem and 4910 02:43:14,710 --> 02:43:12,800 it's our civilization 4911 02:43:15,910 --> 02:43:14,720 that organizes us as part of that 4912 02:43:17,910 --> 02:43:15,920 ecosystem 4913 02:43:19,670 --> 02:43:17,920 and if we cannot maintain that then 4914 02:43:24,469 --> 02:43:19,680 everything becomes meaningless and we 4915 02:43:28,309 --> 02:43:26,630 what do you disagree about with peterson 4916 02:43:30,630 --> 02:43:28,319 you mentioned peterson's 4917 02:43:32,070 --> 02:43:30,640 conception of the high school shooters 4918 02:43:34,230 --> 02:43:32,080 as saying they 4919 02:43:36,150 --> 02:43:34,240 are objecting to god and you said well 4920 02:43:37,990 --> 02:43:36,160 that's correct in some sense there are 4921 02:43:39,830 --> 02:43:38,000 many many aspects where i don't uh 4922 02:43:41,429 --> 02:43:39,840 really agree with peterson it's i just 4923 02:43:42,950 --> 02:43:41,439 referred to him because he 4924 02:43:44,550 --> 02:43:42,960 uh is one of the few public 4925 02:43:45,510 --> 02:43:44,560 intellectuals we have left for better or 4926 02:43:46,950 --> 02:43:45,520 verse right 4927 02:43:48,550 --> 02:43:46,960 i'm curious what ways do you defer we 4928 02:43:49,830 --> 02:43:48,560 talked about dennett and you you said 4929 02:43:50,870 --> 02:43:49,840 you disagree with him in some sense 4930 02:43:53,349 --> 02:43:50,880 because he's incomplete 4931 02:43:54,870 --> 02:43:53,359 what about peterson that's more 4932 02:43:56,710 --> 02:43:54,880 commission right that's more old mission 4933 02:43:58,710 --> 02:43:56,720 rather than commission 4934 02:44:00,389 --> 02:43:58,720 uh i refer to peterson because he is a 4935 02:44:01,590 --> 02:44:00,399 common point of reference we all know 4936 02:44:02,790 --> 02:44:01,600 about him right now no that's fine 4937 02:44:03,590 --> 02:44:02,800 that's fine but i'm curious where you 4938 02:44:07,030 --> 02:44:03,600 disagree 4939 02:44:10,150 --> 02:44:07,040 so um and where you 4940 02:44:10,710 --> 02:44:10,160 agree yes so uh yeah the interesting 4941 02:44:12,070 --> 02:44:10,720 thing is 4942 02:44:13,830 --> 02:44:12,080 for me when i have to talk about 4943 02:44:14,710 --> 02:44:13,840 disagreement because disagreement is the 4944 02:44:16,630 --> 02:44:14,720 default state 4945 02:44:17,990 --> 02:44:16,640 between mines isn't it it's only where 4946 02:44:20,550 --> 02:44:18,000 we can establish agreement 4947 02:44:21,110 --> 02:44:20,560 when we are independent thinkers where 4948 02:44:24,309 --> 02:44:21,120 we 4949 02:44:27,110 --> 02:44:24,319 same way 4950 02:44:27,990 --> 02:44:27,120 so uh peterson thinks that the best way 4951 02:44:31,910 --> 02:44:28,000 to 4952 02:44:32,870 --> 02:44:31,920 state religion with some kind of 4953 02:44:35,429 --> 02:44:32,880 aggregate war 4954 02:44:35,990 --> 02:44:35,439 is to make a stand and to expose 4955 02:44:39,670 --> 02:44:36,000 yourself 4956 02:44:40,389 --> 02:44:39,680 and uh i am not sure if i agree with 4957 02:44:42,469 --> 02:44:40,399 that 4958 02:44:46,150 --> 02:44:42,479 so basically he is fighting a cultural 4959 02:44:47,990 --> 02:44:46,160 war in an ineffectual way i think there 4960 02:44:50,469 --> 02:44:48,000 is also a deeper level 4961 02:44:52,790 --> 02:44:50,479 peterson thinks that growing up consists 4962 02:44:56,790 --> 02:44:52,800 in making a sacrifice 4963 02:44:58,710 --> 02:44:56,800 and the sacrifice is self-actualization 4964 02:45:00,230 --> 02:44:58,720 he would like to be happy but he cannot 4965 02:45:01,990 --> 02:45:00,240 afford to be happy but it was it's 4966 02:45:04,710 --> 02:45:02,000 incompatible with being an adult and 4967 02:45:08,070 --> 02:45:04,720 doing the things that an adult has to do 4968 02:45:09,630 --> 02:45:08,080 and his sacrifice is incomplete he has 4969 02:45:11,190 --> 02:45:09,640 not sacrificed his need for 4970 02:45:12,630 --> 02:45:11,200 self-actualization 4971 02:45:14,230 --> 02:45:12,640 and that's why he appears to be so 4972 02:45:15,990 --> 02:45:14,240 bitter right 4973 02:45:17,349 --> 02:45:16,000 if he had made the sacrifice he wouldn't 4974 02:45:19,070 --> 02:45:17,359 be bitter 4975 02:45:21,110 --> 02:45:19,080 would sacrifice sacrifice of 4976 02:45:24,469 --> 02:45:21,120 self-actualization yes 4977 02:45:26,309 --> 02:45:24,479 so he would become a priest 4978 02:45:28,870 --> 02:45:26,319 he would have that serene state of 4979 02:45:30,309 --> 02:45:28,880 somebody who has not lost anything 4980 02:45:33,429 --> 02:45:30,319 because he doesn't need anything 4981 02:45:34,150 --> 02:45:33,439 what he doesn't have right this if you 4982 02:45:37,030 --> 02:45:34,160 look at the 4983 02:45:37,590 --> 02:45:37,040 archetypal priest it's a person that is 4984 02:45:39,269 --> 02:45:37,600 serene 4985 02:45:41,190 --> 02:45:39,279 that is smiling because they are at 4986 02:45:43,110 --> 02:45:41,200 peace with themselves and the world 4987 02:45:44,790 --> 02:45:43,120 and they might be suffering momentarily 4988 02:45:47,670 --> 02:45:44,800 because the unbelievers 4989 02:45:48,870 --> 02:45:47,680 crucify him but apart from the moments 4990 02:45:52,630 --> 02:45:48,880 of 4991 02:45:54,469 --> 02:45:52,640 acute pain or the 4992 02:45:56,710 --> 02:45:54,479 moments of compassion for their flock 4993 02:45:58,150 --> 02:45:56,720 when they are involved in their 4994 02:46:00,150 --> 02:45:58,160 dealings with the world and try to help 4995 02:46:01,510 --> 02:46:00,160 them and fail at doing so because not 4996 02:46:04,309 --> 02:46:01,520 all things can be helped 4997 02:46:05,590 --> 02:46:04,319 right the priest is supposed to be okay 4998 02:46:07,429 --> 02:46:05,600 with what he does 4999 02:46:08,790 --> 02:46:07,439 and peterson is not okay with what he 5000 02:46:12,309 --> 02:46:08,800 does he is 5001 02:46:14,469 --> 02:46:12,319 suffering because he uh has retained his 5002 02:46:16,469 --> 02:46:14,479 identity 5003 02:46:18,309 --> 02:46:16,479 that the one that he thinks he has uh 5004 02:46:19,670 --> 02:46:18,319 sacrificed he hasn't 5005 02:46:20,950 --> 02:46:19,680 yes basically trying to understand it 5006 02:46:21,510 --> 02:46:20,960 i'm trying to understand this so you're 5007 02:46:23,349 --> 02:46:21,520 saying that 5008 02:46:24,630 --> 02:46:23,359 he has an identity and because he's 5009 02:46:25,670 --> 02:46:24,640 holding on to it it's like a want and 5010 02:46:26,389 --> 02:46:25,680 you should get rid of your wants and 5011 02:46:29,670 --> 02:46:26,399 then you'll be 5012 02:46:31,590 --> 02:46:29,680 placid and serene and tranquil yes 5013 02:46:33,269 --> 02:46:31,600 so he basically he's doing something 5014 02:46:34,790 --> 02:46:33,279 that he has not fully internalized 5015 02:46:37,990 --> 02:46:34,800 himself 5016 02:46:40,309 --> 02:46:38,000 he is expressing the tension between 5017 02:46:41,349 --> 02:46:40,319 what he thinks he needs to be doing and 5018 02:46:43,750 --> 02:46:41,359 what he does 5019 02:46:44,630 --> 02:46:43,760 and what he feels would reward him for 5020 02:46:50,870 --> 02:46:44,640 doing 5021 02:46:55,269 --> 02:46:53,110 and uh there is of course this uh other 5022 02:46:57,269 --> 02:46:55,279 thing that uh 5023 02:46:58,389 --> 02:46:57,279 he is acting on certain incentives in 5024 02:47:00,630 --> 02:46:58,399 this game 5025 02:47:02,550 --> 02:47:00,640 and the question is uh are these 5026 02:47:05,429 --> 02:47:02,560 incentives completely pure 5027 02:47:07,349 --> 02:47:05,439 so he is a publicist that is filling a 5028 02:47:11,830 --> 02:47:07,359 certain niche a certain vacuum 5029 02:47:13,670 --> 02:47:11,840 he is uh trying to give people values 5030 02:47:16,150 --> 02:47:13,680 uh he is trying to a protective 5031 02:47:18,070 --> 02:47:16,160 authority in a time that needs authority 5032 02:47:20,309 --> 02:47:18,080 and he might not be projecting exactly 5033 02:47:21,910 --> 02:47:20,319 the right authority of fitting authority 5034 02:47:23,910 --> 02:47:21,920 but he's interacting with the fact that 5035 02:47:24,469 --> 02:47:23,920 the millennials are the first generation 5036 02:47:28,790 --> 02:47:24,479 since 5037 02:47:30,469 --> 02:47:28,800 uh the post-war generation that are 5038 02:47:31,349 --> 02:47:30,479 authoritarian again right every 5039 02:47:34,389 --> 02:47:31,359 generation 5040 02:47:36,550 --> 02:47:34,399 after world war ii was liberal why are 5041 02:47:38,230 --> 02:47:36,560 we authoritarian 5042 02:47:39,830 --> 02:47:38,240 um i think that the millennials became 5043 02:47:41,670 --> 02:47:39,840 authoritarian because they realized that 5044 02:47:43,910 --> 02:47:41,680 liberalism has failed them 5045 02:47:45,750 --> 02:47:43,920 it has failed at uh saving the 5046 02:47:46,950 --> 02:47:45,760 environment at uh 5047 02:47:49,110 --> 02:47:46,960 offering resources and 5048 02:47:51,269 --> 02:47:49,120 self-actualization to everybody 5049 02:47:53,030 --> 02:47:51,279 so now we need to go to some 5050 02:47:54,630 --> 02:47:53,040 authoritarian system where we control 5051 02:47:55,349 --> 02:47:54,640 what people think and feel and how they 5052 02:47:58,469 --> 02:47:55,359 interact 5053 02:48:00,230 --> 02:47:58,479 and the result 5054 02:48:02,469 --> 02:48:00,240 of the world the insufficiency of the 5055 02:48:04,710 --> 02:48:02,479 world is no longer seen as the 5056 02:48:06,230 --> 02:48:04,720 uh absence uh the result of the absence 5057 02:48:07,910 --> 02:48:06,240 of freedom right the 5058 02:48:09,510 --> 02:48:07,920 post-war generation saw that the 5059 02:48:11,510 --> 02:48:09,520 problems of the world were that we 5060 02:48:13,750 --> 02:48:11,520 didn't have enough freedom 5061 02:48:15,190 --> 02:48:13,760 we needed to uh free individuals for 5062 02:48:17,349 --> 02:48:15,200 instance we we should have 5063 02:48:18,550 --> 02:48:17,359 the ability to engage freely in love and 5064 02:48:21,269 --> 02:48:18,560 sexuality 5065 02:48:22,790 --> 02:48:21,279 to self-actualize and the problems that 5066 02:48:23,670 --> 02:48:22,800 we had in relationship was because we 5067 02:48:26,389 --> 02:48:23,680 didn't have enough 5068 02:48:26,790 --> 02:48:26,399 freedom in our relationships and now and 5069 02:48:30,150 --> 02:48:26,800 now 5070 02:48:30,469 --> 02:48:30,160 uh the results of injustice in the world 5071 02:48:32,550 --> 02:48:30,479 are 5072 02:48:34,150 --> 02:48:32,560 seen by many millennials as the result 5073 02:48:36,630 --> 02:48:34,160 of a surplus of freedom 5074 02:48:38,150 --> 02:48:36,640 well oppression is the flip side or 5075 02:48:41,429 --> 02:48:38,160 referring to the 5076 02:48:44,150 --> 02:48:41,439 that's that's privileged or this yes yes 5077 02:48:44,790 --> 02:48:44,160 it's basically the uh the now the issue 5078 02:48:47,429 --> 02:48:44,800 that we 5079 02:48:50,150 --> 02:48:47,439 need to fight is privilege we don't need 5080 02:48:52,630 --> 02:48:50,160 and privilege is a surplus of freedom 5081 02:48:53,269 --> 02:48:52,640 and if we can remove the privilege as a 5082 02:48:54,950 --> 02:48:53,279 result 5083 02:48:57,110 --> 02:48:54,960 we get less oppression in a more just 5084 02:48:59,190 --> 02:48:57,120 world right but it also means basically 5085 02:49:00,230 --> 02:48:59,200 we have to limit the self-expression of 5086 02:49:02,469 --> 02:49:00,240 the 5087 02:49:03,349 --> 02:49:02,479 of people and this is opposed to 5088 02:49:05,910 --> 02:49:03,359 liberalism 5089 02:49:07,670 --> 02:49:05,920 what if they say that hey we just want 5090 02:49:10,230 --> 02:49:07,680 freedom for ourselves you have freedom 5091 02:49:12,389 --> 02:49:10,240 all we're doing is trying to 5092 02:49:13,510 --> 02:49:12,399 promulgate freedom just to those who are 5093 02:49:14,870 --> 02:49:13,520 on the oppressed end 5094 02:49:16,870 --> 02:49:14,880 yeah then there would be liberals there 5095 02:49:19,429 --> 02:49:16,880 would be people like for instance uh the 5096 02:49:21,349 --> 02:49:19,439 gay movement in the 1970s which said 5097 02:49:23,830 --> 02:49:21,359 uh you have freedom to marry for 5098 02:49:27,750 --> 02:49:23,840 instance and we also want to marry 5099 02:49:30,230 --> 02:49:27,760 right but social justice is for instance 5100 02:49:31,349 --> 02:49:30,240 uh if you are uh heterosexual you cannot 5101 02:49:32,309 --> 02:49:31,359 kiss in public because that's 5102 02:49:34,070 --> 02:49:32,319 heteronormative 5103 02:49:36,790 --> 02:49:34,080 i see yes and it's insulting those 5104 02:49:39,510 --> 02:49:36,800 people which cannot kiss in public 5105 02:49:39,990 --> 02:49:39,520 right and uh if you have an ability uh 5106 02:49:42,230 --> 02:49:40,000 to 5107 02:49:43,110 --> 02:49:42,240 do a certain thing you cannot uh 5108 02:49:45,269 --> 02:49:43,120 construct 5109 02:49:46,790 --> 02:49:45,279 a life around this ability because 5110 02:49:49,110 --> 02:49:46,800 that's ableist 5111 02:49:50,950 --> 02:49:49,120 right so instead we have to level the 5112 02:49:52,150 --> 02:49:50,960 playing field we have to build a society 5113 02:49:53,990 --> 02:49:52,160 that gives a 5114 02:49:56,070 --> 02:49:54,000 level playing round to those which have 5115 02:49:58,870 --> 02:49:56,080 no ability 5116 02:50:00,950 --> 02:49:58,880 and this leads uh into some apparent 5117 02:50:03,030 --> 02:50:00,960 contradictions but ideologies have no 5118 02:50:04,150 --> 02:50:03,040 difficulties with this contradiction and 5119 02:50:05,910 --> 02:50:04,160 the main issue is 5120 02:50:07,990 --> 02:50:05,920 that the rationality of this liberal 5121 02:50:09,429 --> 02:50:08,000 system is still a rationality that even 5122 02:50:11,269 --> 02:50:09,439 though it's internally logically 5123 02:50:12,469 --> 02:50:11,279 logical is a rationality that doesn't 5124 02:50:13,670 --> 02:50:12,479 serve most people 5125 02:50:15,750 --> 02:50:13,680 and it seems to be something that 5126 02:50:18,710 --> 02:50:15,760 peterson doesn't seem to understand 5127 02:50:21,190 --> 02:50:18,720 you cannot force people to abide by the 5128 02:50:23,110 --> 02:50:21,200 logic of a system by which they lose 5129 02:50:25,670 --> 02:50:23,120 but why should they play a game by which 5130 02:50:26,870 --> 02:50:25,680 they lose why should you create criteria 5131 02:50:29,349 --> 02:50:26,880 for getting a job 5132 02:50:30,790 --> 02:50:29,359 that require the equivalent of an 5133 02:50:33,110 --> 02:50:30,800 aptitude test 5134 02:50:34,790 --> 02:50:33,120 that you fail and if that job is the 5135 02:50:37,590 --> 02:50:34,800 only way that you can feed your kids 5136 02:50:39,990 --> 02:50:37,600 right uh if for instance becoming a stem 5137 02:50:41,429 --> 02:50:40,000 scientist or a machine learning engineer 5138 02:50:43,510 --> 02:50:41,439 is one of the main ways that you can 5139 02:50:46,230 --> 02:50:43,520 have social mobility and late stage 5140 02:50:48,389 --> 02:50:46,240 capitalism in the u.s 5141 02:50:49,510 --> 02:50:48,399 and you limit this to a certain subset 5142 02:50:51,269 --> 02:50:49,520 of the population 5143 02:50:53,670 --> 02:50:51,279 isn't that massively unfair to most 5144 02:50:54,630 --> 02:50:53,680 people in society and so why should most 5145 02:50:56,630 --> 02:50:54,640 people 5146 02:50:58,469 --> 02:50:56,640 subscribe to the criteria by which you 5147 02:51:00,630 --> 02:50:58,479 give out these jobs 5148 02:51:01,750 --> 02:51:00,640 and so you will find yourself with a 5149 02:51:02,630 --> 02:51:01,760 movement that's the answer what's the 5150 02:51:04,550 --> 02:51:02,640 alternative 5151 02:51:05,830 --> 02:51:04,560 i don't know what the answer is but i 5152 02:51:07,830 --> 02:51:05,840 think that 5153 02:51:09,429 --> 02:51:07,840 so i suspect that peterson is not going 5154 02:51:11,190 --> 02:51:09,439 to solve the problem 5155 02:51:12,870 --> 02:51:11,200 right he is telling these people you are 5156 02:51:14,710 --> 02:51:12,880 wrong then you try to change the 5157 02:51:15,590 --> 02:51:14,720 criteria for how we give our jobs in 5158 02:51:18,710 --> 02:51:15,600 stem 5159 02:51:21,990 --> 02:51:18,720 but he is not addressing the reason why 5160 02:51:24,389 --> 02:51:22,000 they want to change the criteria 5161 02:51:25,670 --> 02:51:24,399 and the reason is once more the reason 5162 02:51:26,870 --> 02:51:25,680 is social inequality 5163 02:51:29,590 --> 02:51:26,880 the reason is that they don't know how 5164 02:51:33,910 --> 02:51:29,600 to feed their children 5165 02:51:37,990 --> 02:51:37,110 uh i don't see a systemic order in which 5166 02:51:40,309 --> 02:51:38,000 ubi works 5167 02:51:41,590 --> 02:51:40,319 so i i think that if you want to 5168 02:51:44,710 --> 02:51:41,600 introduce ubi you 5169 02:51:46,710 --> 02:51:44,720 ought to produce a simulation 5170 02:51:48,630 --> 02:51:46,720 of the economic environment in which the 5171 02:51:50,870 --> 02:51:48,640 ubi is sustainable 5172 02:51:52,469 --> 02:51:50,880 i think that ubi is the attempt to 5173 02:51:54,870 --> 02:51:52,479 perpetuate a system 5174 02:51:56,070 --> 02:51:54,880 under changed conditions at the moment 5175 02:51:57,990 --> 02:51:56,080 uh wages 5176 02:51:59,670 --> 02:51:58,000 salary is the way that we allocate 5177 02:52:01,830 --> 02:51:59,680 resources to individuals 5178 02:52:03,030 --> 02:52:01,840 right and they are also a way in which 5179 02:52:04,309 --> 02:52:03,040 we evaluate the 5180 02:52:06,150 --> 02:52:04,319 value of the contribution of the 5181 02:52:08,469 --> 02:52:06,160 individual to society 5182 02:52:10,070 --> 02:52:08,479 and uh they are a way to discipline 5183 02:52:12,309 --> 02:52:10,080 individuals and their way to integrate 5184 02:52:14,710 --> 02:52:12,319 individuals into teams and groups into 5185 02:52:15,990 --> 02:52:14,720 society as a whole and measure the value 5186 02:52:18,230 --> 02:52:16,000 of their contribution 5187 02:52:19,830 --> 02:52:18,240 and as soon as you automate things and 5188 02:52:22,230 --> 02:52:19,840 globalize and outsource 5189 02:52:23,429 --> 02:52:22,240 uh this falls apart and this is what we 5190 02:52:25,990 --> 02:52:23,439 witnessed to some degree 5191 02:52:26,710 --> 02:52:26,000 it never worked perfectly well but now 5192 02:52:28,150 --> 02:52:26,720 it works 5193 02:52:30,389 --> 02:52:28,160 less than ever because we have more 5194 02:52:32,309 --> 02:52:30,399 productivity than ever and people don't 5195 02:52:35,590 --> 02:52:32,319 live better than ever 5196 02:52:37,990 --> 02:52:35,600 and so how do we deal with that and 5197 02:52:38,630 --> 02:52:38,000 so the idea is we give people salaries 5198 02:52:41,429 --> 02:52:38,640 but they are 5199 02:52:42,389 --> 02:52:41,439 independent of what they contribute to 5200 02:52:45,349 --> 02:52:42,399 society 5201 02:52:45,670 --> 02:52:45,359 and independent of productivity and uh 5202 02:52:47,190 --> 02:52:45,680 this 5203 02:52:49,030 --> 02:52:47,200 is probably sounds like great for 5204 02:52:51,269 --> 02:52:49,040 artists yes 5205 02:52:53,269 --> 02:52:51,279 of course because artists are largely 5206 02:52:56,070 --> 02:52:53,279 not going to change what they do 5207 02:52:56,550 --> 02:52:56,080 so uh in some sense if you give an 5208 02:52:58,469 --> 02:52:56,560 artist 5209 02:52:59,830 --> 02:52:58,479 a salary they are still going to do 5210 02:53:00,950 --> 02:52:59,840 their art because they are intrinsically 5211 02:53:02,950 --> 02:53:00,960 motivated 5212 02:53:04,150 --> 02:53:02,960 and uh it's very difficult to force an 5213 02:53:06,070 --> 02:53:04,160 artist to not do art 5214 02:53:07,750 --> 02:53:06,080 at least the artists will suffer a lot 5215 02:53:10,150 --> 02:53:07,760 and the artists will 5216 02:53:11,590 --> 02:53:10,160 typically play along with society 5217 02:53:13,349 --> 02:53:11,600 arguably a society that 5218 02:53:14,710 --> 02:53:13,359 consists entirely of artists will not 5219 02:53:17,269 --> 02:53:14,720 work very well 5220 02:53:18,710 --> 02:53:17,279 because many of the other things will be 5221 02:53:20,710 --> 02:53:18,720 left undone 5222 02:53:22,550 --> 02:53:20,720 right and a lot of society requires that 5223 02:53:24,070 --> 02:53:22,560 people do things despite not wanting to 5224 02:53:25,990 --> 02:53:24,080 do them 5225 02:53:27,349 --> 02:53:26,000 people that collect the garbage probably 5226 02:53:29,269 --> 02:53:27,359 need to be paid very well and they 5227 02:53:31,670 --> 02:53:29,279 deserve to be paid very well because 5228 02:53:33,349 --> 02:53:31,680 nobody wants to do this voluntarily 5229 02:53:34,389 --> 02:53:33,359 unless it's your own garbage and nobody 5230 02:53:35,990 --> 02:53:34,399 else does it then 5231 02:53:38,070 --> 02:53:36,000 of course somebody will eventually need 5232 02:53:40,150 --> 02:53:38,080 to do it so 5233 02:53:41,990 --> 02:53:40,160 how can we perform this allocation of 5234 02:53:44,150 --> 02:53:42,000 resources how can we make sure that the 5235 02:53:46,870 --> 02:53:44,160 garbage gets collected 5236 02:53:48,550 --> 02:53:46,880 and how can we make sure that people 5237 02:53:49,830 --> 02:53:48,560 have skin in the game in our larger 5238 02:53:53,030 --> 02:53:49,840 enterprises 5239 02:53:54,630 --> 02:53:53,040 in a system where we have ubi so i 5240 02:53:55,349 --> 02:53:54,640 suspect that something like a citizen 5241 02:54:02,150 --> 02:53:55,359 income 5242 02:54:05,510 --> 02:54:02,160 and communities decide uh what kind of 5243 02:54:07,030 --> 02:54:05,520 labor you perform and this money can be 5244 02:54:08,070 --> 02:54:07,040 given out as stipends for instance if 5245 02:54:09,670 --> 02:54:08,080 you want to write a book and your 5246 02:54:11,990 --> 02:54:09,680 community says yes sure write this book 5247 02:54:14,630 --> 02:54:12,000 it's a useful thing to do 5248 02:54:15,030 --> 02:54:14,640 uh right uh but but we still have a way 5249 02:54:20,230 --> 02:54:15,040 to 5250 02:54:22,630 --> 02:54:20,240 community management 5251 02:54:23,990 --> 02:54:22,640 or into education i think that would be 5252 02:54:25,269 --> 02:54:24,000 a good thing to have 5253 02:54:27,190 --> 02:54:25,279 i see a big danger in the 5254 02:54:29,030 --> 02:54:27,200 particularization of society if people 5255 02:54:29,590 --> 02:54:29,040 no longer feel as part of a greater 5256 02:54:31,429 --> 02:54:29,600 whole 5257 02:54:33,349 --> 02:54:31,439 and just see that society is that thing 5258 02:54:34,389 --> 02:54:33,359 that feeds me but it's something that i 5259 02:54:37,429 --> 02:54:34,399 don't need to put 5260 02:54:40,550 --> 02:54:37,439 things back into and uh 5261 02:54:42,070 --> 02:54:40,560 to uh think that ubi uh is going to 5262 02:54:44,070 --> 02:54:42,080 magically achieve this because people 5263 02:54:45,830 --> 02:54:44,080 have an intrinsic need of doing that 5264 02:54:47,830 --> 02:54:45,840 it's probably not going to work out 5265 02:54:49,590 --> 02:54:47,840 because they as if there is no force 5266 02:54:51,190 --> 02:54:49,600 ultimately for doing that over multiple 5267 02:54:53,670 --> 02:54:51,200 generation there's going to be drift 5268 02:54:54,870 --> 02:54:53,680 if there's to make you contribute to the 5269 02:54:57,590 --> 02:54:54,880 whole society yes 5270 02:54:59,429 --> 02:54:57,600 then eventually people uh will stop 5271 02:55:00,469 --> 02:54:59,439 contributing to society because of the 5272 02:55:02,550 --> 02:55:00,479 drift 5273 02:55:04,309 --> 02:55:02,560 our opinions are not intrinsically moral 5274 02:55:05,190 --> 02:55:04,319 there is no intrinsically moral power in 5275 02:55:07,349 --> 02:55:05,200 the universe 5276 02:55:09,429 --> 02:55:07,359 it's ecological if an opinion is 5277 02:55:10,389 --> 02:55:09,439 possible or if a behavior is possible it 5278 02:55:13,190 --> 02:55:10,399 will exist 5279 02:55:13,510 --> 02:55:13,200 if it's incentivized it will be abundant 5280 02:55:15,590 --> 02:55:13,520 and 5281 02:55:16,870 --> 02:55:15,600 if it's not helpful it doesn't matter it 5282 02:55:18,389 --> 02:55:16,880 will still be abundant 5283 02:55:20,230 --> 02:55:18,399 it will just mean that the system breaks 5284 02:55:23,110 --> 02:55:20,240 down and so uh 5285 02:55:23,750 --> 02:55:23,120 but i like the idea of ubi but in some 5286 02:55:25,750 --> 02:55:23,760 sense 5287 02:55:26,790 --> 02:55:25,760 the artist in eastern germany and so on 5288 02:55:29,910 --> 02:55:26,800 did have ubi 5289 02:55:31,349 --> 02:55:29,920 and we basically had a right to work but 5290 02:55:32,710 --> 02:55:31,359 we were not really forced to work in 5291 02:55:34,469 --> 02:55:32,720 eastern germany 5292 02:55:36,469 --> 02:55:34,479 and as a result we went bankrupt our 5293 02:55:38,630 --> 02:55:36,479 society went bankrupt 5294 02:55:40,230 --> 02:55:38,640 like literally and the houses that we 5295 02:55:42,150 --> 02:55:40,240 lived in they still had the pock marks 5296 02:55:44,070 --> 02:55:42,160 of the last war because in 40 years we 5297 02:55:46,230 --> 02:55:44,080 were not able to get enough resources 5298 02:55:47,190 --> 02:55:46,240 to fix the houses even in our capital 5299 02:55:50,469 --> 02:55:47,200 berlin 5300 02:55:52,070 --> 02:55:50,479 right it's ridiculous we always set a 5301 02:55:53,670 --> 02:55:52,080 shortage of labor for instance 5302 02:55:55,190 --> 02:55:53,680 the west had an enormous surplus of 5303 02:55:56,950 --> 02:55:55,200 labor and often didn't know 5304 02:55:58,950 --> 02:55:56,960 how to get people into gainful 5305 02:56:02,309 --> 02:55:58,960 employment because the productivity grew 5306 02:56:04,150 --> 02:56:02,319 but the population didn't shrink 5307 02:56:06,309 --> 02:56:04,160 and there was still labor competition so 5308 02:56:08,710 --> 02:56:06,319 working hours didn't shrink 5309 02:56:10,309 --> 02:56:08,720 and as a result a growing number of 5310 02:56:12,389 --> 02:56:10,319 people got unemployed because we were 5311 02:56:13,110 --> 02:56:12,399 unable to allocate labor in an efficient 5312 02:56:15,910 --> 02:56:13,120 way 5313 02:56:16,469 --> 02:56:15,920 in the west and in the east people we 5314 02:56:18,630 --> 02:56:16,479 just 5315 02:56:19,910 --> 02:56:18,640 absorbed productivity by being 5316 02:56:21,510 --> 02:56:19,920 unproductive 5317 02:56:23,990 --> 02:56:21,520 and to some degree this also happens in 5318 02:56:26,630 --> 02:56:24,000 the u.s right the healthcare system is 5319 02:56:28,150 --> 02:56:26,640 the most expensive system in the world 5320 02:56:28,790 --> 02:56:28,160 and it's largely because most of it 5321 02:56:31,190 --> 02:56:28,800 consists 5322 02:56:32,309 --> 02:56:31,200 from unproductive things in documenting 5323 02:56:33,830 --> 02:56:32,319 transactions 5324 02:56:36,070 --> 02:56:33,840 and most of the things that people do in 5325 02:56:37,510 --> 02:56:36,080 the u.s is arguably documentation of 5326 02:56:39,990 --> 02:56:37,520 transactions it's the biggest 5327 02:56:41,830 --> 02:56:40,000 part of employment apparently and so 5328 02:56:43,349 --> 02:56:41,840 people work very hard very long hours 5329 02:56:45,510 --> 02:56:43,359 and they still live in houses made from 5330 02:56:47,030 --> 02:56:45,520 tyvek and plywood have bad water 5331 02:56:48,630 --> 02:56:47,040 and have health care that makes them 5332 02:56:50,870 --> 02:56:48,640 bankrupt 5333 02:56:53,429 --> 02:56:50,880 and so the big question would be how can 5334 02:56:55,750 --> 02:56:53,439 we change this how can we implement 5335 02:56:56,950 --> 02:56:55,760 an architecture of systemic incentives 5336 02:56:59,110 --> 02:56:56,960 and i think that 5337 02:57:00,870 --> 02:56:59,120 ubi is not part of systemic thinking 5338 02:57:02,070 --> 02:57:00,880 it's only dealing with a single symptom 5339 02:57:03,349 --> 02:57:02,080 at a single level 5340 02:57:05,670 --> 02:57:03,359 and this is not the right way to 5341 02:57:08,550 --> 02:57:05,680 comprehend society you need to zoom out 5342 02:57:11,750 --> 02:57:08,560 and understand the superorganism 5343 02:57:13,670 --> 02:57:11,760 and is ai the solution or gai i think 5344 02:57:15,750 --> 02:57:13,680 that ai can help 5345 02:57:17,590 --> 02:57:15,760 definitely it can help in making com 5346 02:57:18,710 --> 02:57:17,600 simulations and models of extremely 5347 02:57:21,349 --> 02:57:18,720 complicated 5348 02:57:22,150 --> 02:57:21,359 things but there is also a difficulty if 5349 02:57:24,630 --> 02:57:22,160 we 5350 02:57:25,269 --> 02:57:24,640 start to compete with ais as individuals 5351 02:57:28,790 --> 02:57:25,279 and as 5352 02:57:30,550 --> 02:57:28,800 going to lose if we 5353 02:57:31,910 --> 02:57:30,560 succeed in building them they see no 5354 02:57:32,630 --> 02:57:31,920 reason why we should not succeed in 5355 02:57:33,990 --> 02:57:32,640 building them 5356 02:57:36,070 --> 02:57:34,000 right they need to be our friends in 5357 02:57:37,510 --> 02:57:36,080 some way yeah but if you teach the rocks 5358 02:57:39,590 --> 02:57:37,520 how to think you're not going to share 5359 02:57:41,030 --> 02:57:39,600 many purposes with them 5360 02:57:42,870 --> 02:57:41,040 how do you deal with a nested hierarchy 5361 02:57:44,070 --> 02:57:42,880 of eyes so for example someone says i 5362 02:57:45,830 --> 02:57:44,080 want to eat that chocolate but i don't 5363 02:57:47,750 --> 02:57:45,840 want to want to eat that chocolate 5364 02:57:50,150 --> 02:57:47,760 so it's like they have different eyes 5365 02:57:52,950 --> 02:57:50,160 different selves in your model 5366 02:57:54,950 --> 02:57:52,960 how does that work it happens in every 5367 02:57:57,830 --> 02:57:54,960 once of our minds we can see this 5368 02:57:59,590 --> 02:57:57,840 in children especially right so children 5369 02:58:02,070 --> 02:57:59,600 cannot establish behaviors 5370 02:58:03,429 --> 02:58:02,080 that integrate over long time spends and 5371 02:58:05,269 --> 02:58:03,439 i think the difference between these 5372 02:58:06,710 --> 02:58:05,279 different eyes is the time span the 5373 02:58:08,630 --> 02:58:06,720 length of the games over which they 5374 02:58:10,309 --> 02:58:08,640 integrate their rewards 5375 02:58:11,750 --> 02:58:10,319 so you have behaviors which integrate 5376 02:58:13,590 --> 02:58:11,760 over short time spends and those that 5377 02:58:15,510 --> 02:58:13,600 integrate over long time spans 5378 02:58:17,510 --> 02:58:15,520 and the difficulty is not so much to 5379 02:58:19,429 --> 02:58:17,520 find that integration and to implement 5380 02:58:21,349 --> 02:58:19,439 it the difficulty is mostly attention 5381 02:58:24,389 --> 02:58:21,359 deficit 5382 02:58:25,429 --> 02:58:24,399 sorry meaning if you are unable to 5383 02:58:27,990 --> 02:58:25,439 maintain 5384 02:58:29,110 --> 02:58:28,000 an intrinsic awareness on your long-term 5385 02:58:30,790 --> 02:58:29,120 goals 5386 02:58:33,190 --> 02:58:30,800 then you are in trouble if you are able 5387 02:58:35,670 --> 02:58:33,200 to model the world in deep time 5388 02:58:36,870 --> 02:58:35,680 uh that is the main difference between 5389 02:58:38,790 --> 02:58:36,880 powers between 5390 02:58:39,990 --> 02:58:38,800 power between individuals and groups is 5391 02:58:41,510 --> 02:58:40,000 whether you're able to 5392 02:58:43,510 --> 02:58:41,520 model the world deeply and act on 5393 02:58:45,910 --> 02:58:43,520 long-term plans so if we want 5394 02:58:47,510 --> 02:58:45,920 to have civilization prolonged then we 5395 02:58:49,910 --> 02:58:47,520 should identify with the highest eye 5396 02:58:52,230 --> 02:58:49,920 in the nested hierarchy we basically 5397 02:58:53,910 --> 02:58:52,240 should act on extremely long-term plans 5398 02:58:56,230 --> 02:58:53,920 right and we need to implement 5399 02:58:59,510 --> 02:58:56,240 incentives that allow us to 5400 02:59:01,269 --> 02:58:59,520 act on such long-term plans and i think 5401 02:59:02,469 --> 02:59:01,279 that for instance our present u.s 5402 02:59:05,510 --> 02:59:02,479 society 5403 02:59:08,230 --> 02:59:05,520 has forgotten this organization 5404 02:59:09,429 --> 02:59:08,240 so the idea was here to basically remove 5405 02:59:12,830 --> 02:59:09,439 structure 5406 02:59:14,070 --> 02:59:12,840 and as a result we have more freedom for 5407 02:59:18,710 --> 02:59:14,080 innovation 5408 02:59:20,630 --> 02:59:18,720 indistinguishable from cheating 5409 02:59:22,469 --> 02:59:20,640 and the us is a society that basically 5410 02:59:23,910 --> 02:59:22,479 cheats a lot on all levels what do you 5411 02:59:24,630 --> 02:59:23,920 mean that innovation is synonymous with 5412 02:59:27,110 --> 02:59:24,640 cheating 5413 02:59:27,990 --> 02:59:27,120 it means that you play short games it 5414 02:59:30,550 --> 02:59:28,000 means that you try 5415 02:59:32,309 --> 02:59:30,560 to take shortcuts instead of doing the 5416 02:59:34,469 --> 02:59:32,319 right thing you do something that 5417 02:59:36,389 --> 02:59:34,479 creates a little bit more dirt here and 5418 02:59:39,190 --> 02:59:36,399 a sludge and toxic waste and you hope 5419 02:59:42,230 --> 02:59:39,200 you are able to deal with it later 5420 02:59:43,670 --> 02:59:42,240 well you can innovate and build wind 5421 02:59:45,670 --> 02:59:43,680 farms no 5422 02:59:47,590 --> 02:59:45,680 you can innovate productive technologies 5423 02:59:49,830 --> 02:59:47,600 so not all innovation is cheating 5424 02:59:50,950 --> 02:59:49,840 in that sense no of course not but uh in 5425 02:59:54,710 --> 02:59:50,960 some sense the 5426 02:59:55,990 --> 02:59:54,720 way in which you uh i comprehend our war 5427 02:59:59,910 --> 02:59:56,000 in society is to try to 5428 03:00:02,070 --> 02:59:59,920 move upwards by innovating and 5429 03:00:04,070 --> 03:00:02,080 a society that is well organized should 5430 03:00:05,190 --> 03:00:04,080 not be focused on moving everybody 5431 03:00:07,510 --> 03:00:05,200 upwards it's 5432 03:00:09,830 --> 03:00:07,520 about moving everybody inwards everybody 5433 03:00:11,510 --> 03:00:09,840 should get better at what they're doing 5434 03:00:13,670 --> 03:00:11,520 we want to have 5435 03:00:14,870 --> 03:00:13,680 in some sense the goal is not to make 5436 03:00:16,950 --> 03:00:14,880 bread cheaper 5437 03:00:18,309 --> 03:00:16,960 and more abundant because the bread is 5438 03:00:19,590 --> 03:00:18,319 already abundant you want to make it 5439 03:00:20,230 --> 03:00:19,600 better and more wholesome and more 5440 03:00:22,309 --> 03:00:20,240 healthy 5441 03:00:24,150 --> 03:00:22,319 instead we invent kinds of yeast that 5442 03:00:27,190 --> 03:00:24,160 make the bread go up faster 5443 03:00:30,550 --> 03:00:27,200 but that give a whole generation 5444 03:00:33,590 --> 03:00:30,560 problems with digesting it right so uh 5445 03:00:35,349 --> 03:00:33,600 having gluten intolerance is now a 5446 03:00:36,309 --> 03:00:35,359 widespread and ubiquitous phenomenon 5447 03:00:39,269 --> 03:00:36,319 despite 5448 03:00:40,389 --> 03:00:39,279 our civilization having been adapted to 5449 03:00:42,550 --> 03:00:40,399 uh 5450 03:00:44,230 --> 03:00:42,560 bread and yeast and wheat for a long 5451 03:00:46,469 --> 03:00:44,240 time it's because we changed the weeds 5452 03:00:48,150 --> 03:00:46,479 faster than we could adapt to them 5453 03:00:49,750 --> 03:00:48,160 and the way that we would adapt to them 5454 03:00:51,429 --> 03:00:49,760 would be by evolution which means 5455 03:00:53,510 --> 03:00:51,439 selection which means technically 5456 03:00:54,710 --> 03:00:53,520 all these kids with celiac disease and 5457 03:00:57,190 --> 03:00:54,720 the people with 5458 03:00:58,469 --> 03:00:57,200 mild gluten intolerance should have less 5459 03:01:01,030 --> 03:00:58,479 offspring and then after 5460 03:01:02,630 --> 03:01:01,040 a long time we have adapted to the new 5461 03:01:03,750 --> 03:01:02,640 kinds of yeast is this a price that we 5462 03:01:05,670 --> 03:01:03,760 are going to pay 5463 03:01:07,830 --> 03:01:05,680 for having the bread uh being a little 5464 03:01:11,030 --> 03:01:07,840 bit cheaper probably not right 5465 03:01:11,750 --> 03:01:11,040 and so by saying we allow bread like 5466 03:01:13,510 --> 03:01:11,760 this 5467 03:01:15,429 --> 03:01:13,520 or even bread we suspect that it works 5468 03:01:17,990 --> 03:01:15,439 like this this is cheating 5469 03:01:18,550 --> 03:01:18,000 or if you see for instance the current 5470 03:01:21,670 --> 03:01:18,560 increase 5471 03:01:21,990 --> 03:01:21,680 of uh disorders that are developmental 5472 03:01:23,750 --> 03:01:22,000 like 5473 03:01:26,309 --> 03:01:23,760 um sorry when you say cheating you mean 5474 03:01:28,070 --> 03:01:26,319 it's a net detriment to the society 5475 03:01:29,429 --> 03:01:28,080 it's basically where somebody knows that 5476 03:01:32,469 --> 03:01:29,439 what they're doing is wrong 5477 03:01:33,030 --> 03:01:32,479 if they take a long perspective if you 5478 03:01:34,550 --> 03:01:33,040 say 5479 03:01:36,309 --> 03:01:34,560 if you would believe in god would god 5480 03:01:39,269 --> 03:01:36,319 want you to do that 5481 03:01:40,870 --> 03:01:39,279 this is cheating if it is what uh what 5482 03:01:42,870 --> 03:01:40,880 god wouldn't want you to do 5483 03:01:44,710 --> 03:01:42,880 and what god wants you to do is to play 5484 03:01:45,190 --> 03:01:44,720 a very very long game is to do the right 5485 03:01:48,230 --> 03:01:45,200 thing 5486 03:01:49,269 --> 03:01:48,240 to the best of your knowledge and doing 5487 03:01:51,110 --> 03:01:49,279 a thing that 5488 03:01:53,590 --> 03:01:51,120 might work relatively well in the short 5489 03:01:56,469 --> 03:01:53,600 term but in the long term kills the bees 5490 03:01:57,590 --> 03:01:56,479 or increases the prevalence of autism 5491 03:01:59,190 --> 03:01:57,600 spectrum disorder 5492 03:02:00,950 --> 03:01:59,200 because you put stuff in their foot that 5493 03:02:02,790 --> 03:02:00,960 doesn't kill rats in three months but 5494 03:02:04,790 --> 03:02:02,800 disrupt their angular criminal signaling 5495 03:02:06,710 --> 03:02:04,800 during developmental periods 5496 03:02:08,309 --> 03:02:06,720 right this is what not what you should 5497 03:02:10,550 --> 03:02:08,319 be doing 5498 03:02:12,950 --> 03:02:10,560 and this doesn't mean that uh simple 5499 03:02:16,550 --> 03:02:12,960 blind activism is the answer activists 5500 03:02:19,590 --> 03:02:16,560 often know less about a subject uh 5501 03:02:20,950 --> 03:02:19,600 somebody who is um 5502 03:02:22,870 --> 03:02:20,960 has a neutral position a neutral 5503 03:02:25,110 --> 03:02:22,880 perspective on the thing activism is 5504 03:02:26,710 --> 03:02:25,120 distorting your perspective on things 5505 03:02:28,150 --> 03:02:26,720 and the people that have the most 5506 03:02:29,910 --> 03:02:28,160 distorted perspective 5507 03:02:31,269 --> 03:02:29,920 also tend to be the most activist about 5508 03:02:32,550 --> 03:02:31,279 it if you think about it right because 5509 03:02:33,830 --> 03:02:32,560 you are why is that who gets most 5510 03:02:35,750 --> 03:02:33,840 agitated about it 5511 03:02:38,150 --> 03:02:35,760 if you are extremely agitated about a 5512 03:02:40,790 --> 03:02:38,160 subject that is not important 5513 03:02:41,269 --> 03:02:40,800 you are going to be the activist if you 5514 03:02:42,870 --> 03:02:41,279 uh 5515 03:02:45,030 --> 03:02:42,880 the loudest voices that are the most 5516 03:02:46,550 --> 03:02:45,040 emotional yeah well if you or 5517 03:02:48,150 --> 03:02:46,560 the other way around if you are the most 5518 03:02:48,950 --> 03:02:48,160 emotional person you are you tend to be 5519 03:02:51,030 --> 03:02:48,960 the loudest one 5520 03:02:52,550 --> 03:02:51,040 i see yes yes and but of course it 5521 03:02:53,030 --> 03:02:52,560 doesn't mean that activism is per se 5522 03:02:55,590 --> 03:02:53,040 wrong 5523 03:02:57,429 --> 03:02:55,600 right uh it just means that uh this 5524 03:02:58,550 --> 03:02:57,439 certainty that the activist has about 5525 03:03:01,750 --> 03:02:58,560 things 5526 03:03:03,269 --> 03:03:01,760 is often not justified and it's 5527 03:03:05,590 --> 03:03:03,279 this is only basically a measured 5528 03:03:08,630 --> 03:03:05,600 message to my younger self 5529 03:03:09,830 --> 03:03:08,640 why what do you mean oh when i was 16 5530 03:03:11,590 --> 03:03:09,840 years old i needed 5531 03:03:13,030 --> 03:03:11,600 knew exactly what was in the best 5532 03:03:15,590 --> 03:03:13,040 interest of the working class 5533 03:03:17,349 --> 03:03:15,600 were you a marxist yeah of course i grew 5534 03:03:18,389 --> 03:03:17,359 up in the system and it made so much 5535 03:03:20,710 --> 03:03:18,399 sense and the crisis 5536 03:03:22,070 --> 03:03:20,720 you're an activist an activist yeah i 5537 03:03:25,510 --> 03:03:22,080 was basically 5538 03:03:27,990 --> 03:03:25,520 willing to be an activist about this and 5539 03:03:29,990 --> 03:03:28,000 when the war came down i was very much 5540 03:03:31,830 --> 03:03:30,000 in favor of not reunifying with western 5541 03:03:33,030 --> 03:03:31,840 germany but i wanted to have a model 5542 03:03:36,710 --> 03:03:33,040 that is more like uh 5543 03:03:38,790 --> 03:03:36,720 scandinavia and uh basically a third way 5544 03:03:40,309 --> 03:03:38,800 one that wouldn't be as all-out 5545 03:03:42,790 --> 03:03:40,319 capitalist and so on 5546 03:03:44,630 --> 03:03:42,800 i also thought this idea of keeping the 5547 03:03:46,469 --> 03:03:44,640 factories collectivist instead of having 5548 03:03:47,830 --> 03:03:46,479 them owned by billionaires 5549 03:03:50,309 --> 03:03:47,840 would be much more just and therefore 5550 03:03:51,830 --> 03:03:50,319 desirable right similar to how many 5551 03:03:53,110 --> 03:03:51,840 millennials see it right now which say 5552 03:03:53,990 --> 03:03:53,120 nobody should be a billionaire a 5553 03:03:57,110 --> 03:03:54,000 billionaire shouldn't 5554 03:03:58,870 --> 03:03:57,120 exist because it's so unjust but uh 5555 03:04:00,950 --> 03:03:58,880 and i thought when our working class 5556 03:04:02,630 --> 03:04:00,960 voluntarily decided to be exploited by 5557 03:04:04,230 --> 03:04:02,640 billionaires again which they did when 5558 03:04:06,389 --> 03:04:04,240 they voted for reunification 5559 03:04:08,230 --> 03:04:06,399 under the conditions that were on offer 5560 03:04:09,990 --> 03:04:08,240 i thought they were confused and being 5561 03:04:11,510 --> 03:04:10,000 manipulated by the press 5562 03:04:13,110 --> 03:04:11,520 and there was enough evidence that this 5563 03:04:14,150 --> 03:04:13,120 manipulation took place right there was 5564 03:04:16,469 --> 03:04:14,160 a lot of propaganda 5565 03:04:18,389 --> 03:04:16,479 for making that happen but what i was 5566 03:04:20,710 --> 03:04:18,399 too stupid to realize is 5567 03:04:22,070 --> 03:04:20,720 that this idea of justice only existed 5568 03:04:24,550 --> 03:04:22,080 in my own head 5569 03:04:26,150 --> 03:04:24,560 and what was real to people was under 5570 03:04:27,030 --> 03:04:26,160 which conditions do you send your kids 5571 03:04:28,389 --> 03:04:27,040 to school 5572 03:04:31,670 --> 03:04:28,399 what kind of food do you have on the 5573 03:04:34,790 --> 03:04:31,680 table what's the quality of your yogurt 5574 03:04:36,550 --> 03:04:34,800 how nice is your apartment what's the 5575 03:04:37,190 --> 03:04:36,560 quality of your carpet how many days of 5576 03:04:38,630 --> 03:04:37,200 holiday do 5577 03:04:41,030 --> 03:04:38,640 and that matters more than billionaires 5578 03:04:42,710 --> 03:04:41,040 owning a factory of course 5579 03:04:44,389 --> 03:04:42,720 it really matters it really matters what 5580 03:04:44,630 --> 03:04:44,399 the what are your living conditions and 5581 03:04:48,389 --> 03:04:44,640 you 5582 03:04:50,070 --> 03:04:48,399 can unleash innovation 5583 03:04:51,429 --> 03:04:50,080 because he is a billionaire can control 5584 03:04:53,510 --> 03:04:51,439 resources in which that 5585 03:04:55,110 --> 03:04:53,520 a state-run committee or functionaries 5586 03:04:57,349 --> 03:04:55,120 of the party cannot 5587 03:04:58,630 --> 03:04:57,359 right uh this is the better society so 5588 03:05:00,550 --> 03:04:58,640 inequality is not 5589 03:05:02,389 --> 03:05:00,560 bad as long as the lowest tier has a 5590 03:05:03,269 --> 03:05:02,399 certain objective level of life 5591 03:05:07,269 --> 03:05:03,279 satisfaction 5592 03:05:09,349 --> 03:05:07,279 yeah i think it's very hard to justify 5593 03:05:10,389 --> 03:05:09,359 a society that uh where you have 5594 03:05:12,630 --> 03:05:10,399 equality 5595 03:05:15,190 --> 03:05:12,640 but everybody lives a shitty life it's 5596 03:05:15,990 --> 03:05:15,200 much easier to justify in a society in 5597 03:05:19,670 --> 03:05:16,000 which 5598 03:05:22,550 --> 03:05:19,680 the medium income is very high and 5599 03:05:24,550 --> 03:05:22,560 the poor people live a good life and uh 5600 03:05:27,510 --> 03:05:24,560 there is an extremely high inequality 5601 03:05:28,790 --> 03:05:27,520 inequality is not intrinsically bad the 5602 03:05:31,990 --> 03:05:28,800 question is 5603 03:05:33,670 --> 03:05:32,000 whether it's justifiable and or 5604 03:05:35,830 --> 03:05:33,680 the opposite whether the fight against 5605 03:05:37,429 --> 03:05:35,840 inequality is justified by creating a 5606 03:05:39,349 --> 03:05:37,439 world that is intrinsically better 5607 03:05:41,269 --> 03:05:39,359 and i think most people would agree that 5608 03:05:43,349 --> 03:05:41,279 a world in which the majority lives 5609 03:05:45,990 --> 03:05:43,359 better is the better world 5610 03:05:47,910 --> 03:05:46,000 right so this was the thing for i didn't 5611 03:05:49,190 --> 03:05:47,920 understand the systemic relationships 5612 03:05:50,309 --> 03:05:49,200 and i thought that differently you were 5613 03:05:51,670 --> 03:05:50,319 certain about it when you were 5614 03:05:53,349 --> 03:05:51,680 successful yes of course 5615 03:05:54,790 --> 03:05:53,359 because i didn't see the contradictions 5616 03:05:57,830 --> 03:05:54,800 yet i saw 5617 03:06:00,710 --> 03:05:57,840 a simple logical connection 5618 03:06:02,630 --> 03:06:00,720 that flew from the marxist theory that i 5619 03:06:03,910 --> 03:06:02,640 saw the antagonism between the ruling 5620 03:06:06,469 --> 03:06:03,920 class and the working class 5621 03:06:08,230 --> 03:06:06,479 i saw the injustice that would result 5622 03:06:09,429 --> 03:06:08,240 from the system i saw the limitations 5623 03:06:11,429 --> 03:06:09,439 that existed 5624 03:06:13,429 --> 03:06:11,439 within that system i saw the trend of 5625 03:06:14,070 --> 03:06:13,439 capitalism to destroy its environment 5626 03:06:17,110 --> 03:06:14,080 and itself 5627 03:06:18,070 --> 03:06:17,120 and to use more resources than it could 5628 03:06:21,510 --> 03:06:18,080 replace 5629 03:06:22,950 --> 03:06:21,520 and externalize the cost of production 5630 03:06:24,710 --> 03:06:22,960 to the environment and to 5631 03:06:27,110 --> 03:06:24,720 people that were not part of the markets 5632 03:06:28,469 --> 03:06:27,120 and so on but 5633 03:06:30,469 --> 03:06:28,479 i didn't understand that the 5634 03:06:31,590 --> 03:06:30,479 alternatives all attainable alternatives 5635 03:06:33,030 --> 03:06:31,600 were worse 5636 03:06:34,950 --> 03:06:33,040 and that the fact that our my own 5637 03:06:37,349 --> 03:06:34,960 society was worse was not the 5638 03:06:39,269 --> 03:06:37,359 result of lack of trying i thought it 5639 03:06:40,230 --> 03:06:39,279 was basically moral shortcomings of our 5640 03:06:42,309 --> 03:06:40,240 government 5641 03:06:43,990 --> 03:06:42,319 that led to the fact that socialism as 5642 03:06:45,190 --> 03:06:44,000 we experienced it had worse outcomes 5643 03:06:47,110 --> 03:06:45,200 than capitalism as 5644 03:06:49,030 --> 03:06:47,120 other people experienced it i didn't 5645 03:06:50,550 --> 03:06:49,040 understand that the capitalism that 5646 03:06:52,550 --> 03:06:50,560 existed in western germany 5647 03:06:54,469 --> 03:06:52,560 was a system that was constructed in a 5648 03:06:55,750 --> 03:06:54,479 better way than the socialism that 5649 03:06:57,429 --> 03:06:55,760 existed in the east 5650 03:06:59,030 --> 03:06:57,439 now the difficulty is the capitalism 5651 03:07:00,309 --> 03:06:59,040 that exists in western germany is also 5652 03:07:03,190 --> 03:07:00,319 not sustainable in the wrong and it's 5653 03:07:05,590 --> 03:07:03,200 also going to crash as far as we can see 5654 03:07:06,230 --> 03:07:05,600 in the us same thing same yeah same 5655 03:07:07,910 --> 03:07:06,240 thing 5656 03:07:09,510 --> 03:07:07,920 only worse because the system is larger 5657 03:07:09,990 --> 03:07:09,520 and the feedback loops are longer so 5658 03:07:11,429 --> 03:07:10,000 they're less 5659 03:07:13,670 --> 03:07:11,439 effective so it's better in the short 5660 03:07:15,030 --> 03:07:13,680 run uh if you have the system 5661 03:07:17,030 --> 03:07:15,040 we're playing the best level of the game 5662 03:07:18,230 --> 03:07:17,040 right now democracy works relatively 5663 03:07:20,309 --> 03:07:18,240 well in cities 5664 03:07:22,309 --> 03:07:20,319 and city-states and it's very difficult 5665 03:07:23,910 --> 03:07:22,319 to get it to work at the state level and 5666 03:07:24,550 --> 03:07:23,920 it's almost impossible to make it 5667 03:07:27,750 --> 03:07:24,560 effective 5668 03:07:29,190 --> 03:07:27,760 on a level of large nation state because 5669 03:07:30,630 --> 03:07:29,200 the feedback loops are too long right 5670 03:07:32,389 --> 03:07:30,640 it's very difficult to 5671 03:07:35,670 --> 03:07:32,399 set the incentives for governance rate 5672 03:07:37,590 --> 03:07:35,680 so do we need a global government 5673 03:07:39,510 --> 03:07:37,600 in some sense we need i think if we want 5674 03:07:40,870 --> 03:07:39,520 to regulate our relationship with the 5675 03:07:42,230 --> 03:07:40,880 environment properly 5676 03:07:43,990 --> 03:07:42,240 because otherwise we will have a 5677 03:07:45,510 --> 03:07:44,000 competition 5678 03:07:47,750 --> 03:07:45,520 about the things that we don't want to 5679 03:07:49,510 --> 03:07:47,760 compete about for instance 5680 03:07:51,269 --> 03:07:49,520 if we don't have a global government but 5681 03:07:53,269 --> 03:07:51,279 we have free trade we might have a 5682 03:07:55,110 --> 03:07:53,279 competition about who is willing to 5683 03:07:56,389 --> 03:07:55,120 allow uh the destruction of the 5684 03:07:58,389 --> 03:07:56,399 environment locally 5685 03:08:00,469 --> 03:07:58,399 more than others right well who is 5686 03:08:02,790 --> 03:08:00,479 willing to accept verse 5687 03:08:04,550 --> 03:08:02,800 conditions for their working class and 5688 03:08:06,630 --> 03:08:04,560 so if you had a global government you 5689 03:08:08,309 --> 03:08:06,640 would be able to regulate that 5690 03:08:09,590 --> 03:08:08,319 but if you on the other end have a 5691 03:08:10,870 --> 03:08:09,600 global government you don't have a 5692 03:08:12,309 --> 03:08:10,880 competition between different 5693 03:08:13,990 --> 03:08:12,319 governments anymore so 5694 03:08:15,510 --> 03:08:14,000 you have no incentive for the government 5695 03:08:18,630 --> 03:08:15,520 to govern well 5696 03:08:19,590 --> 03:08:18,640 how do you deal with that one and so as 5697 03:08:21,510 --> 03:08:19,600 a species 5698 03:08:23,590 --> 03:08:21,520 or as uh people that have political 5699 03:08:25,190 --> 03:08:23,600 theories we have not found universal 5700 03:08:26,870 --> 03:08:25,200 answers to these extremely difficult 5701 03:08:31,030 --> 03:08:26,880 questions 5702 03:08:33,110 --> 03:08:31,040 yoshi it's been extremely pleasurable 5703 03:08:35,030 --> 03:08:33,120 thank you so much it's probably the most 5704 03:08:36,230 --> 03:08:35,040 edifying and substantive podcast that i 5705 03:08:38,469 --> 03:08:36,240 have i don't know a subject that we 5706 03:08:42,309 --> 03:08:38,479 didn't touch on 5707 03:08:46,830 --> 03:08:42,319 menus thank you so much man 5708 03:08:46,840 --> 03:08:55,590 conversation 5709 03:08:59,030 --> 03:08:58,070 by the way with respect to the social 5710 03:09:01,030 --> 03:08:59,040 justice movement 5711 03:09:02,150 --> 03:09:01,040 it's difficult i think to say in the 5712 03:09:03,750 --> 03:09:02,160 long term 5713 03:09:05,830 --> 03:09:03,760 whether it's a good thing or not it's 5714 03:09:08,150 --> 03:09:05,840 basically an ideological movement that 5715 03:09:11,030 --> 03:09:08,160 tries to become state religion and this 5716 03:09:11,670 --> 03:09:11,040 uh seems to be poised to do so and i 5717 03:09:14,870 --> 03:09:11,680 suspect 5718 03:09:15,990 --> 03:09:14,880 uh the reason why it is emerging it's 5719 03:09:18,950 --> 03:09:16,000 part is social media 5720 03:09:19,750 --> 03:09:18,960 right so social media is creating 5721 03:09:22,309 --> 03:09:19,760 incentives 5722 03:09:23,269 --> 03:09:22,319 for agricores to emerge and to possess 5723 03:09:25,830 --> 03:09:23,279 people 5724 03:09:27,750 --> 03:09:25,840 and the other thing is that the 5725 03:09:28,550 --> 03:09:27,760 mainstream society is not working very 5726 03:09:31,590 --> 03:09:28,560 well 5727 03:09:33,590 --> 03:09:31,600 and this leads to revolutionary 5728 03:09:35,429 --> 03:09:33,600 movements and 5729 03:09:37,670 --> 03:09:35,439 a part of social justice is about 5730 03:09:39,269 --> 03:09:37,680 redistribution of resources it's a 5731 03:09:41,349 --> 03:09:39,279 weird way of being a leftist in which 5732 03:09:43,110 --> 03:09:41,359 you don't care so much about 5733 03:09:44,950 --> 03:09:43,120 the economic conditions under which 5734 03:09:46,550 --> 03:09:44,960 people actually exist but you care about 5735 03:09:48,870 --> 03:09:46,560 the identities of people 5736 03:09:49,670 --> 03:09:48,880 so you don't care about the contrast 5737 03:09:51,510 --> 03:09:49,680 between 5738 03:09:53,110 --> 03:09:51,520 people living in chats and people living 5739 03:09:56,469 --> 03:09:53,120 in palaces but you 5740 03:09:59,750 --> 03:09:56,479 care about palestinian quotas for 5741 03:10:01,670 --> 03:09:59,760 your own people and so it seems to be a 5742 03:10:05,030 --> 03:10:01,680 movement that is largely driven 5743 03:10:07,349 --> 03:10:05,040 by uh the upper middle class 5744 03:10:08,229 --> 03:10:07,359 uh trying to get in the lower under 5745 03:10:11,030 --> 03:10:08,239 upper class 5746 03:10:12,150 --> 03:10:11,040 something like that right it's mostly 5747 03:10:14,309 --> 03:10:12,160 academics 5748 03:10:15,910 --> 03:10:14,319 that are already you could say in a 5749 03:10:19,349 --> 03:10:15,920 privileged position 5750 03:10:22,710 --> 03:10:19,359 uh and i'm putting this into square 5751 03:10:25,190 --> 03:10:22,720 skateboards because uh academia is uh 5752 03:10:26,150 --> 03:10:25,200 more open in a society that than it has 5753 03:10:29,830 --> 03:10:26,160 been for 5754 03:10:31,510 --> 03:10:29,840 most of the existence of humanity and 5755 03:10:33,349 --> 03:10:31,520 so in some sense the society is very 5756 03:10:34,630 --> 03:10:33,359 democratic in the sense that everybody 5757 03:10:36,790 --> 03:10:34,640 in the society is 5758 03:10:38,630 --> 03:10:36,800 free to become an oligarch and enter the 5759 03:10:41,110 --> 03:10:38,640 ruling class 5760 03:10:42,870 --> 03:10:41,120 and of course the society is not set up 5761 03:10:44,630 --> 03:10:42,880 in such a way that everybody can become 5762 03:10:45,910 --> 03:10:44,640 an oligarch it also would not work like 5763 03:10:48,710 --> 03:10:45,920 this and not everybody 5764 03:10:49,590 --> 03:10:48,720 is has the necessary traits to become an 5765 03:10:52,389 --> 03:10:49,600 oligarch 5766 03:10:53,990 --> 03:10:52,399 so the whole thing is in some sense 5767 03:10:55,670 --> 03:10:54,000 rigged but it's not rigged as it was 5768 03:10:58,550 --> 03:10:55,680 before where your birth decided 5769 03:11:00,389 --> 03:10:58,560 everything else and when you tried to 5770 03:11:02,630 --> 03:11:00,399 get away from what you were born into 5771 03:11:04,469 --> 03:11:02,640 people would go after you and kill you 5772 03:11:05,670 --> 03:11:04,479 and most of the previous social 5773 03:11:08,710 --> 03:11:05,680 movements for instance the 5774 03:11:10,870 --> 03:11:08,720 politics in cyrus russia were 5775 03:11:12,070 --> 03:11:10,880 working against the system of indentured 5776 03:11:14,950 --> 03:11:12,080 servitude or 5777 03:11:16,389 --> 03:11:14,960 the communists in france which started 5778 03:11:18,469 --> 03:11:16,399 the french revolution 5779 03:11:19,750 --> 03:11:18,479 were going against the monarchy which 5780 03:11:22,309 --> 03:11:19,760 was no longer 5781 03:11:23,910 --> 03:11:22,319 able to manage society in in the right 5782 03:11:26,229 --> 03:11:23,920 way right people were starving 5783 03:11:27,990 --> 03:11:26,239 despite an increase in productivity and 5784 03:11:30,550 --> 03:11:28,000 this mismanagement of society 5785 03:11:31,190 --> 03:11:30,560 had to be addressed and it was addressed 5786 03:11:34,070 --> 03:11:31,200 uh 5787 03:11:34,550 --> 03:11:34,080 in a way that was extremely brutal and 5788 03:11:38,469 --> 03:11:34,560 led 5789 03:11:40,309 --> 03:11:38,479 to by itself to starvation and to earn 5790 03:11:41,510 --> 03:11:40,319 the destruction of a lot of culture and 5791 03:11:45,990 --> 03:11:41,520 a lot of things that were 5792 03:11:49,190 --> 03:11:46,000 beautiful and probably deserve to be 5793 03:11:51,510 --> 03:11:49,200 maintained but the society it's itself 5794 03:11:52,469 --> 03:11:51,520 that was being destroyed was no more 5795 03:11:54,150 --> 03:11:52,479 sustainable 5796 03:11:55,590 --> 03:11:54,160 and that was the reason why this 5797 03:11:58,150 --> 03:11:55,600 evolutionary movement 5798 03:11:59,750 --> 03:11:58,160 propped up came up and then you have 5799 03:12:02,630 --> 03:11:59,760 violent revolutionary movements 5800 03:12:03,269 --> 03:12:02,640 that are destructive uh that it's this 5801 03:12:06,309 --> 03:12:03,279 is often 5802 03:12:07,030 --> 03:12:06,319 the result of uh your society not being 5803 03:12:09,349 --> 03:12:07,040 able to 5804 03:12:11,590 --> 03:12:09,359 implement mechanisms that perform 5805 03:12:13,670 --> 03:12:11,600 themselves in a more benevolent way 5806 03:12:15,110 --> 03:12:13,680 right in the us is stuck in this sense 5807 03:12:17,429 --> 03:12:15,120 it's stuck by 5808 03:12:18,469 --> 03:12:17,439 lots of mafias that take out resources 5809 03:12:19,990 --> 03:12:18,479 at every level 5810 03:12:21,590 --> 03:12:20,000 we're not able to build your 5811 03:12:23,030 --> 03:12:21,600 infrastructure anymore for that reason 5812 03:12:24,790 --> 03:12:23,040 for instance whenever we 5813 03:12:26,630 --> 03:12:24,800 try to build a new high-speed train the 5814 03:12:30,070 --> 03:12:26,640 money just evaporates 5815 03:12:30,710 --> 03:12:30,080 and when we try to hear cancer the 5816 03:12:32,309 --> 03:12:30,720 person 5817 03:12:34,070 --> 03:12:32,319 that has that concert typically goes 5818 03:12:36,070 --> 03:12:34,080 bankrupt in the process 5819 03:12:37,190 --> 03:12:36,080 so right something is wrong in that 5820 03:12:40,070 --> 03:12:37,200 whole system and 5821 03:12:41,269 --> 03:12:40,080 we don't have intrasystemic forces that 5822 03:12:44,309 --> 03:12:41,279 can repair the system 5823 03:12:45,750 --> 03:12:44,319 instead the system by virtue of its own 5824 03:12:48,070 --> 03:12:45,760 interest systemic forces 5825 03:12:49,510 --> 03:12:48,080 is getting worse so something needs to 5826 03:12:50,229 --> 03:12:49,520 change the system even if the 5827 03:12:54,309 --> 03:12:50,239 alternative 5828 03:12:56,790 --> 03:12:54,319 eventually will need to get its 5829 03:12:58,309 --> 03:12:56,800 together after it's taken power 5830 03:13:00,550 --> 03:12:58,319 so i suspect that's that's what's 5831 03:13:02,870 --> 03:13:00,560 happening and so if we zoom out large 5832 03:13:04,309 --> 03:13:02,880 far enough it's very hard to evaluate 5833 03:13:05,110 --> 03:13:04,319 whether the present revolutionary 5834 03:13:07,269 --> 03:13:05,120 movements 5835 03:13:09,269 --> 03:13:07,279 despite the problems that they are going 5836 03:13:12,710 --> 03:13:09,279 to cause and already causing 5837 03:13:14,630 --> 03:13:12,720 are wrong all right 5838 03:13:16,150 --> 03:13:14,640 eventually it's we are just large groups