1 00:00:00,304 --> 00:00:01,995 A brain grown in a petri dish 2 00:00:02,064 --> 00:00:04,053 and nobody dares say it has no consciousness 3 00:00:04,282 --> 00:00:05,532 March 2025 4 00:00:05,641 --> 00:00:07,893 at a product launch in Barcelona 5 00:00:08,001 --> 00:00:11,573 an Australian company put a computer on the shelf 6 00:00:11,721 --> 00:00:13,372 thirty five thousand dollars each 7 00:00:13,881 --> 00:00:16,412 the biggest difference from the one on your desk 8 00:00:16,522 --> 00:00:17,493 is that this computer 9 00:00:17,522 --> 00:00:18,572 needs to be fed 10 00:00:19,002 --> 00:00:21,052 inside it is not a silicon chip 11 00:00:21,162 --> 00:00:23,932 but a few hundred thousand living human brain cells 12 00:00:24,002 --> 00:00:25,360 soaking in nutrient fluid 13 00:00:25,362 --> 00:00:29,453 kept alive by a whole system of pumps gases and temperature control 14 00:00:29,561 --> 00:00:32,252 like a tiny body packed in a box 15 00:00:32,682 --> 00:00:34,773 the company gave it a name 16 00:00:34,801 --> 00:00:36,413 Synthetic Biological Intelligence 17 00:00:36,521 --> 00:00:38,292 and casually launched a business on the side 18 00:00:38,322 --> 00:00:40,292 hooking this machine up to the cloud 19 00:00:40,362 --> 00:00:41,112 and renting it out 20 00:00:41,401 --> 00:00:42,152 they call it 21 00:00:42,562 --> 00:00:44,053 Wetware as a Service 22 00:00:44,709 --> 00:00:45,060 hello 23 00:00:45,588 --> 00:00:46,060 hi everyone 24 00:00:46,309 --> 00:00:47,399 I am Wang Lijie 25 00:00:47,629 --> 00:00:49,959 today we are not talking about distant science fiction 26 00:00:50,029 --> 00:00:52,947 we are talking about something already on the shelf and already running 27 00:00:52,949 --> 00:00:55,599 that has the entire scientific community on edge 28 00:00:55,908 --> 00:00:58,919 a clump of human brain tissue grown in a lab 29 00:00:59,108 --> 00:00:59,940 it has a formal name 30 00:01:00,309 --> 00:01:01,599 the brain organoid 31 00:01:01,949 --> 00:01:02,940 the question is simple 32 00:01:03,228 --> 00:01:04,279 and very sharp 33 00:01:04,428 --> 00:01:04,619 does it 34 00:01:05,068 --> 00:01:06,319 does it feel anything 35 00:01:07,327 --> 00:01:09,338 first where this thing comes from 36 00:01:09,566 --> 00:01:12,978 scientists take a few skin cells from an adult 37 00:01:13,047 --> 00:01:14,657 or a few blood cells 38 00:01:14,767 --> 00:01:16,157 use one specific set of signals 39 00:01:16,446 --> 00:01:17,978 to reprogram them 40 00:01:18,127 --> 00:01:21,577 back into that embryonic stem cell state where they can become anything 41 00:01:21,806 --> 00:01:23,777 then give them another set of signals 42 00:01:23,847 --> 00:01:26,217 to push them to grow toward neurons 43 00:01:26,726 --> 00:01:28,217 and then something amazing happens 44 00:01:28,286 --> 00:01:30,458 these cells need no blueprint at all 45 00:01:30,487 --> 00:01:32,006 they organize themselves 46 00:01:32,006 --> 00:01:33,777 and grow into a three dimensional little ball 47 00:01:34,086 --> 00:01:35,717 inside this ball there are neurons 48 00:01:36,086 --> 00:01:36,978 there are connections 49 00:01:37,006 --> 00:01:37,598 there are layers 50 00:01:38,207 --> 00:01:39,485 and what its structure imitates 51 00:01:39,487 --> 00:01:41,657 is exactly the early developing human brain 52 00:01:41,967 --> 00:01:44,446 so early on it had a more popular nickname 53 00:01:44,446 --> 00:01:45,703 the mini brain 54 00:01:46,052 --> 00:01:47,903 but let me pour some cold water on you first 55 00:01:48,013 --> 00:01:51,183 before you think scientists really built a brain in a vat 56 00:01:51,373 --> 00:01:52,444 this thing is tiny 57 00:01:52,692 --> 00:01:53,772 just a few millimeters 58 00:01:53,772 --> 00:01:55,623 not much bigger than a pea 59 00:01:55,692 --> 00:01:57,123 and it has one fatal flaw 60 00:01:57,373 --> 00:01:58,304 it has no blood vessels 61 00:01:58,453 --> 00:02:00,132 your brain can grow this large 62 00:02:00,132 --> 00:02:04,224 because dense blood vessels carry oxygen and nutrients into every corner 63 00:02:04,412 --> 00:02:06,024 the organoid has no such plumbing 64 00:02:06,052 --> 00:02:08,504 nutrients can only seep in slowly from the surface 65 00:02:08,612 --> 00:02:10,491 so once it grows past a certain size 66 00:02:10,492 --> 00:02:13,304 the cells at the center starve and die 67 00:02:13,532 --> 00:02:14,972 that is why it cannot get big 68 00:02:14,973 --> 00:02:17,160 and cannot become a real brain 69 00:02:17,429 --> 00:02:19,521 hearing this you may feel relieved 70 00:02:19,589 --> 00:02:21,521 so it is still far from consciousness 71 00:02:21,830 --> 00:02:23,060 but please remember one thing 72 00:02:23,469 --> 00:02:25,280 technology does move forward 73 00:02:25,429 --> 00:02:27,040 even in these few years while I am speaking 74 00:02:27,070 --> 00:02:31,241 scientists are already working on wiring artificial blood vessels into organoids 75 00:02:31,350 --> 00:02:33,069 its structure is getting more complex 76 00:02:33,070 --> 00:02:35,160 its electrical activity is getting richer 77 00:02:35,350 --> 00:02:36,021 in other words 78 00:02:36,350 --> 00:02:38,401 today we think it is still far off 79 00:02:38,510 --> 00:02:39,581 but this curve 80 00:02:39,950 --> 00:02:41,641 keeps going up 81 00:02:41,830 --> 00:02:43,440 the question we cannot answer today 82 00:02:43,589 --> 00:02:45,789 will only get sharper tomorrow 83 00:02:45,790 --> 00:02:47,136 not disappear 84 00:02:47,646 --> 00:02:49,736 if it were just a still lump of tissue 85 00:02:49,845 --> 00:02:50,897 that would be the end of it 86 00:02:51,246 --> 00:02:52,377 but it does not sit quietly 87 00:02:52,845 --> 00:02:53,636 in 2019 88 00:02:53,965 --> 00:02:55,296 a team in California 89 00:02:55,326 --> 00:02:58,057 grew cortical organoids for nearly ten months 90 00:02:58,366 --> 00:03:00,165 then attached electrodes 91 00:03:00,165 --> 00:03:01,777 and recorded their brain activity 92 00:03:02,246 --> 00:03:04,408 the result stunned everyone 93 00:03:04,557 --> 00:03:09,049 this tissue spontaneously produced complex rhythmic brain waves 94 00:03:09,397 --> 00:03:10,228 what is even more striking 95 00:03:10,437 --> 00:03:11,996 the researchers took these brain waves 96 00:03:11,997 --> 00:03:14,369 and compared them with EEGs of premature babies 97 00:03:14,397 --> 00:03:16,568 and found the two highly similar 98 00:03:16,716 --> 00:03:17,478 note this 99 00:03:17,478 --> 00:03:20,288 this is not a few neurons flickering now and then 100 00:03:20,318 --> 00:03:22,157 but tens of thousands of cells 101 00:03:22,157 --> 00:03:25,008 firing together in a coordinated synchronized way 102 00:03:25,318 --> 00:03:28,917 the kind of electrical rhythm a developing human brain should have 103 00:03:28,917 --> 00:03:29,437 it 104 00:03:29,437 --> 00:03:31,260 grew that on its own 105 00:03:31,609 --> 00:03:32,001 up to here 106 00:03:32,210 --> 00:03:33,621 it is still just surprising 107 00:03:33,849 --> 00:03:35,809 what really keeps scientists awake 108 00:03:35,810 --> 00:03:37,180 is another experiment 109 00:03:37,530 --> 00:03:39,781 the same Australian company again 110 00:03:39,889 --> 00:03:41,941 did something even bolder 111 00:03:42,169 --> 00:03:45,541 they grew brain cells on a microelectrode array 112 00:03:45,609 --> 00:03:47,740 then plugged them into a video game 113 00:03:47,849 --> 00:03:50,501 that oldest game of all ping pong 114 00:03:50,650 --> 00:03:52,821 a ball flying back and forth on the screen 115 00:03:52,930 --> 00:03:54,740 and you use a paddle to catch it 116 00:03:55,129 --> 00:03:57,300 they used electrodes to tell these cells 117 00:03:57,449 --> 00:03:59,341 whether the ball was left or right 118 00:03:59,449 --> 00:04:00,821 and how far it was from the paddle 119 00:04:01,767 --> 00:04:02,157 and then 120 00:04:02,646 --> 00:04:03,898 a miracle happened 121 00:04:04,007 --> 00:04:05,925 in under five minutes 122 00:04:05,926 --> 00:04:07,497 this clump of cells learned it 123 00:04:07,806 --> 00:04:09,898 they began coordinating their own firing 124 00:04:10,007 --> 00:04:12,485 moving that paddle to the right position 125 00:04:12,487 --> 00:04:14,178 to catch the ball 126 00:04:14,887 --> 00:04:16,317 nobody wrote code for it 127 00:04:16,727 --> 00:04:18,337 nobody taught it the rules 128 00:04:18,447 --> 00:04:19,038 it just 129 00:04:19,406 --> 00:04:20,337 learned 130 00:04:20,567 --> 00:04:23,897 the researchers named the system DishBrain 131 00:04:24,166 --> 00:04:25,685 and in the title of the paper 132 00:04:25,687 --> 00:04:29,257 they used a word that made every ethicist tense up 133 00:04:29,486 --> 00:04:29,957 they said 134 00:04:30,367 --> 00:04:32,017 these in vitro neurons 135 00:04:32,127 --> 00:04:34,457 after being embedded in a simulated world 136 00:04:34,526 --> 00:04:35,317 displayed 137 00:04:35,687 --> 00:04:36,497 sentience 138 00:04:37,538 --> 00:04:37,730 alright 139 00:04:38,059 --> 00:04:39,750 so now we have a thing in our hands 140 00:04:39,899 --> 00:04:40,970 it fires spontaneously 141 00:04:41,298 --> 00:04:42,750 its rhythm resembles a premature baby 142 00:04:42,899 --> 00:04:45,589 and it can learn a game in five minutes 143 00:04:45,939 --> 00:04:47,269 the question we cannot dodge 144 00:04:47,379 --> 00:04:49,550 has finally landed in front of everyone 145 00:04:49,738 --> 00:04:51,177 does it have consciousness 146 00:04:51,178 --> 00:04:51,930 can it 147 00:04:52,218 --> 00:04:52,709 feel pain 148 00:04:53,379 --> 00:04:54,170 you might think 149 00:04:54,418 --> 00:04:55,497 how hard can that be 150 00:04:55,499 --> 00:04:57,310 scientists just measure it and we will know 151 00:04:57,619 --> 00:05:00,949 and that is exactly the part that sends chills down your spine 152 00:05:01,379 --> 00:05:02,529 all of modern science 153 00:05:02,819 --> 00:05:04,029 to this day 154 00:05:04,059 --> 00:05:06,910 cannot produce a single ruler that measures consciousness 155 00:05:07,298 --> 00:05:08,569 not only is there no ruler 156 00:05:08,858 --> 00:05:10,577 even what consciousness actually is 157 00:05:10,579 --> 00:05:11,550 is still being argued about 158 00:05:12,516 --> 00:05:15,408 let me show you how absurd this argument gets 159 00:05:15,716 --> 00:05:18,168 there are several mainstream theories of consciousness right now 160 00:05:18,317 --> 00:05:19,848 let us take this organoid 161 00:05:19,877 --> 00:05:22,487 and measure it under each ruler in turn 162 00:05:22,596 --> 00:05:23,768 and see what you get 163 00:05:24,156 --> 00:05:24,947 the first ruler 164 00:05:25,237 --> 00:05:26,728 Integrated Information Theory 165 00:05:26,876 --> 00:05:27,596 it says 166 00:05:27,596 --> 00:05:31,127 as long as a system integrates information above a certain value 167 00:05:31,237 --> 00:05:32,867 it has some degree of consciousness 168 00:05:33,237 --> 00:05:34,367 however faint 169 00:05:34,636 --> 00:05:35,848 by this ruler 170 00:05:35,956 --> 00:05:38,007 an organoid that fires in sync 171 00:05:38,037 --> 00:05:39,607 has integration greater than zero 172 00:05:39,756 --> 00:05:40,067 so it 173 00:05:40,437 --> 00:05:41,548 is conscious 174 00:05:41,658 --> 00:05:42,528 the second ruler 175 00:05:42,778 --> 00:05:45,069 Global Workspace Theory 176 00:05:45,463 --> 00:05:46,218 it says 177 00:05:46,218 --> 00:05:50,588 consciousness needs a global broadcast structure like a theater stage 178 00:05:50,697 --> 00:05:52,668 pushing information across the whole brain 179 00:05:53,098 --> 00:05:54,489 the organoid has no such structure 180 00:05:54,898 --> 00:05:56,256 so by this ruler 181 00:05:56,257 --> 00:05:56,449 it 182 00:05:56,737 --> 00:05:57,668 is not conscious 183 00:05:58,218 --> 00:05:59,168 the third ruler 184 00:05:59,377 --> 00:06:00,829 Higher Order Theory 185 00:06:01,257 --> 00:06:03,668 it demands that a system not only perceives 186 00:06:03,817 --> 00:06:06,228 but also perceives that it is perceiving 187 00:06:06,418 --> 00:06:08,708 it needs a re representation of its own thoughts 188 00:06:09,098 --> 00:06:10,848 the organoid almost certainly has none 189 00:06:11,138 --> 00:06:11,829 so it 190 00:06:11,857 --> 00:06:12,989 is even less conscious 191 00:06:14,032 --> 00:06:14,984 the fourth ruler 192 00:06:15,232 --> 00:06:17,004 Predictive Processing Theory 193 00:06:17,278 --> 00:06:18,078 it says 194 00:06:18,153 --> 00:06:21,763 consciousness must rest on a closed loop of sensing and acting 195 00:06:21,992 --> 00:06:25,403 a circuit that can predict act and correct 196 00:06:25,713 --> 00:06:27,831 the organoid floats in nutrient fluid 197 00:06:27,833 --> 00:06:29,484 with no eyes and no hands 198 00:06:29,513 --> 00:06:29,903 so it 199 00:06:30,273 --> 00:06:31,364 is not conscious either 200 00:06:31,889 --> 00:06:32,600 do you see it 201 00:06:32,970 --> 00:06:34,021 the same clump of tissue 202 00:06:34,290 --> 00:06:35,000 four rulers 203 00:06:35,290 --> 00:06:37,141 four different answers 204 00:06:37,490 --> 00:06:38,201 one says yes 205 00:06:38,530 --> 00:06:39,740 three say no 206 00:06:39,930 --> 00:06:41,660 but behind every one of these rulers 207 00:06:41,730 --> 00:06:44,821 stand the very best scientists in the field 208 00:06:44,850 --> 00:06:46,540 and none of them can convince the others 209 00:06:46,769 --> 00:06:48,021 that is the real truth 210 00:06:48,090 --> 00:06:50,500 it is not that scientists measured it and found no consciousness 211 00:06:50,530 --> 00:06:52,809 it is that the rulers in their hands 212 00:06:52,809 --> 00:06:54,221 simply do not add up 213 00:06:55,374 --> 00:06:56,304 someone will ask 214 00:06:56,413 --> 00:06:59,064 is there really no more objective method 215 00:06:59,533 --> 00:07:00,985 people have actually tried 216 00:07:01,333 --> 00:07:02,004 in hospitals 217 00:07:02,333 --> 00:07:03,504 there is a technique 218 00:07:03,533 --> 00:07:05,285 used to judge whether patients in vegetative states 219 00:07:05,614 --> 00:07:08,304 or comas still have any consciousness 220 00:07:08,574 --> 00:07:10,304 the method is rather clever 221 00:07:10,413 --> 00:07:12,225 you give the brain a magnetic pulse 222 00:07:12,254 --> 00:07:14,612 like tossing a stone into a pond 223 00:07:14,614 --> 00:07:17,905 then watch how complex the ripples are 224 00:07:18,254 --> 00:07:19,785 in a conscious brain 225 00:07:20,014 --> 00:07:22,545 the ripples spread wide and complex 226 00:07:22,694 --> 00:07:24,773 in a brain that has truly lost consciousness 227 00:07:24,773 --> 00:07:26,785 the ripples flatten out fast 228 00:07:26,934 --> 00:07:28,785 the thinking behind this method 229 00:07:28,814 --> 00:07:31,665 comes exactly from the first ruler I mentioned 230 00:07:31,694 --> 00:07:33,102 Integrated Information Theory 231 00:07:33,530 --> 00:07:35,181 so some ethicists proposed 232 00:07:35,291 --> 00:07:38,061 just take this method built for coma patients 233 00:07:38,090 --> 00:07:39,621 and move it onto organoids 234 00:07:39,770 --> 00:07:40,681 toss in a stone 235 00:07:40,890 --> 00:07:41,902 and look at the ripples 236 00:07:42,330 --> 00:07:43,121 sounds beautiful 237 00:07:43,291 --> 00:07:43,902 right 238 00:07:44,090 --> 00:07:45,561 but the problem comes right back 239 00:07:45,970 --> 00:07:47,261 how complex do the ripples have to be 240 00:07:47,330 --> 00:07:48,582 to count as consciousness 241 00:07:48,811 --> 00:07:50,881 that line dividing has from has not 242 00:07:51,251 --> 00:07:52,222 where do you draw it 243 00:07:52,691 --> 00:07:54,010 with coma patients 244 00:07:54,010 --> 00:07:56,462 we have plenty of awake people as a control 245 00:07:56,570 --> 00:07:58,782 we know what normal ripples look like 246 00:07:59,090 --> 00:08:00,042 but a clump of organoid 247 00:08:00,330 --> 00:08:01,969 has never been awake 248 00:08:01,970 --> 00:08:03,542 what do we use as a control 249 00:08:03,816 --> 00:08:04,616 you see 250 00:08:04,731 --> 00:08:07,741 the tool problem circles right back to the definition problem 251 00:08:08,131 --> 00:08:08,602 this circle 252 00:08:09,010 --> 00:08:09,821 does not close 253 00:08:10,294 --> 00:08:11,945 so why do we keep hearing 254 00:08:12,094 --> 00:08:13,546 that the scientific consensus is 255 00:08:13,614 --> 00:08:15,186 organoids are not conscious 256 00:08:15,575 --> 00:08:17,546 that consensus really does exist 257 00:08:17,734 --> 00:08:20,145 but you need to hear clearly what it rests on 258 00:08:20,575 --> 00:08:22,145 it rests on one sentence 259 00:08:22,335 --> 00:08:24,453 we cannot say what consciousness is 260 00:08:24,455 --> 00:08:25,626 but we feel that 261 00:08:25,695 --> 00:08:27,166 a clump of tissue this simple 262 00:08:27,494 --> 00:08:28,505 probably does not have it 263 00:08:28,854 --> 00:08:30,066 chew on that sentence for a moment 264 00:08:30,575 --> 00:08:32,246 it is not a measurement conclusion 265 00:08:32,614 --> 00:08:33,585 it is an 266 00:08:33,614 --> 00:08:35,391 assumption based on intuition 267 00:08:35,660 --> 00:08:36,711 in 2025 268 00:08:36,740 --> 00:08:40,310 a group of neuroscientists and philosophers wrote a paper 269 00:08:40,380 --> 00:08:41,090 issuing a warning 270 00:08:41,459 --> 00:08:42,190 they said 271 00:08:42,300 --> 00:08:44,950 treating no consciousness as the default assumption 272 00:08:45,059 --> 00:08:48,070 and using it to postpone every ethical discussion 273 00:08:48,140 --> 00:08:49,670 is dressing up our ignorance 274 00:08:49,739 --> 00:08:51,590 as a scientific conclusion 275 00:08:51,819 --> 00:08:52,991 to put it more bluntly 276 00:08:53,020 --> 00:08:55,579 we have not proven that it feels nothing 277 00:08:55,579 --> 00:08:56,251 we are only 278 00:08:56,699 --> 00:08:58,351 hoping it feels nothing 279 00:08:58,579 --> 00:08:59,651 because once it does 280 00:09:00,059 --> 00:09:01,842 we are in real trouble 281 00:09:02,150 --> 00:09:03,069 at this point 282 00:09:03,070 --> 00:09:05,362 I want to push this one layer deeper 283 00:09:05,790 --> 00:09:08,962 because if you stop at whether it is conscious 284 00:09:08,991 --> 00:09:11,682 you actually miss what makes this matter 285 00:09:12,070 --> 00:09:12,901 this organoid 286 00:09:13,190 --> 00:09:14,390 its greatest significance 287 00:09:14,391 --> 00:09:16,562 is not forcing us to answer whether it hurts 288 00:09:16,751 --> 00:09:17,822 but forcing us to answer 289 00:09:18,190 --> 00:09:18,661 what consciousness 290 00:09:18,910 --> 00:09:20,041 actually is 291 00:09:20,430 --> 00:09:22,121 we have talked about one view before 292 00:09:22,150 --> 00:09:25,602 a scientist named Anil Seth said something very hard edged 293 00:09:25,871 --> 00:09:26,862 only living things 294 00:09:27,270 --> 00:09:28,682 can possibly be conscious 295 00:09:29,030 --> 00:09:31,202 consciousness is not a byproduct of information processing 296 00:09:31,270 --> 00:09:32,589 it is a living system 297 00:09:32,591 --> 00:09:34,390 constantly regulating itself 298 00:09:34,391 --> 00:09:35,870 in order to maintain its own existence 299 00:09:35,871 --> 00:09:38,242 and consciousness emerges out of that process 300 00:09:38,950 --> 00:09:41,309 if you have no body that needs caring for 301 00:09:41,310 --> 00:09:43,666 you have no ground on which consciousness can arise 302 00:09:44,014 --> 00:09:45,825 now take that perspective 303 00:09:45,895 --> 00:09:47,865 and look back at this organoid 304 00:09:47,974 --> 00:09:49,906 you will find it is missing three things 305 00:09:50,094 --> 00:09:51,266 and these three things 306 00:09:51,494 --> 00:09:54,185 may be exactly the necessary conditions for consciousness 307 00:09:54,494 --> 00:09:54,845 first 308 00:09:55,134 --> 00:09:56,266 it has no body 309 00:09:56,295 --> 00:09:58,465 it does not have to struggle to stay alive 310 00:09:58,535 --> 00:10:00,266 nutrient fluid is fed straight to it 311 00:10:00,494 --> 00:10:00,806 second 312 00:10:01,134 --> 00:10:02,705 it has no sensory closed loop 313 00:10:02,775 --> 00:10:04,854 it cannot feel the real world 314 00:10:04,854 --> 00:10:07,266 and cannot change the world through action 315 00:10:07,374 --> 00:10:08,906 it just floats there 316 00:10:08,979 --> 00:10:09,780 third 317 00:10:09,815 --> 00:10:14,585 it has no continuously running self narrative network telling it who it is 318 00:10:15,603 --> 00:10:16,814 and here it gets interesting 319 00:10:17,203 --> 00:10:18,074 some research has found 320 00:10:18,402 --> 00:10:19,934 that certain roots of consciousness 321 00:10:20,002 --> 00:10:21,694 may not be in the cortex 322 00:10:21,723 --> 00:10:25,094 but hidden in older structures beneath it 323 00:10:25,282 --> 00:10:26,294 such as the brainstem 324 00:10:26,843 --> 00:10:28,233 if this direction is right 325 00:10:28,603 --> 00:10:29,893 the unity of consciousness 326 00:10:30,002 --> 00:10:33,253 that ability to squeeze every feeling into one self 327 00:10:33,363 --> 00:10:35,414 has its ignition in the brainstem 328 00:10:36,002 --> 00:10:38,533 then the fate of these organoids is very clear 329 00:10:38,642 --> 00:10:40,074 because what scientists grow 330 00:10:40,282 --> 00:10:41,853 is mostly cortical tissue 331 00:10:41,963 --> 00:10:44,653 they basically never touch that brainstem 332 00:10:45,042 --> 00:10:46,013 in other words 333 00:10:46,042 --> 00:10:49,214 from the moment it leaves the factory 334 00:10:49,323 --> 00:10:51,694 this thing may already be missing the most crucial ignition switch 335 00:10:52,042 --> 00:10:52,794 it has the parts 336 00:10:53,363 --> 00:10:54,314 but it may never 337 00:10:54,682 --> 00:10:55,816 start up 338 00:10:55,845 --> 00:10:56,276 but 339 00:10:56,685 --> 00:10:58,896 pay attention to what I am about to say 340 00:10:59,406 --> 00:11:02,936 even with all these reasons to believe it is not conscious 341 00:11:03,246 --> 00:11:04,536 not a single one of those reasons 342 00:11:04,646 --> 00:11:05,776 is certain 343 00:11:06,126 --> 00:11:07,396 all of them are only 344 00:11:07,766 --> 00:11:08,776 most likely 345 00:11:09,085 --> 00:11:11,816 the most awkward thing about consciousness science is 346 00:11:11,925 --> 00:11:14,816 it can tell you something probably is not conscious 347 00:11:14,965 --> 00:11:17,296 but it cannot give you a clear lower bound 348 00:11:17,606 --> 00:11:18,436 below which 349 00:11:18,845 --> 00:11:19,977 there is definitely nothing 350 00:11:20,325 --> 00:11:20,877 that line 351 00:11:21,366 --> 00:11:22,696 nobody can draw 352 00:11:23,686 --> 00:11:25,057 facing this dead end 353 00:11:25,125 --> 00:11:27,856 some philosophers proposed a very smart pivot 354 00:11:28,171 --> 00:11:28,971 they said 355 00:11:29,005 --> 00:11:32,136 let us stop wrestling with the yes or no question 356 00:11:32,206 --> 00:11:33,116 that question is too big 357 00:11:33,405 --> 00:11:34,976 and may never have an answer 358 00:11:35,166 --> 00:11:36,136 ask it differently 359 00:11:36,166 --> 00:11:38,284 if it really did have a tiny bit of feeling 360 00:11:38,285 --> 00:11:39,777 what kind of feeling would that be 361 00:11:39,966 --> 00:11:40,836 it has no eyes 362 00:11:41,166 --> 00:11:42,937 so probably no vision 363 00:11:43,086 --> 00:11:45,897 it has no nociceptors wired into neural circuits 364 00:11:46,046 --> 00:11:48,365 so maybe the pain we understand 365 00:11:48,365 --> 00:11:49,777 is something it simply cannot produce 366 00:11:50,046 --> 00:11:53,456 but might it have something more primitive and more blurry 367 00:11:53,686 --> 00:11:55,336 some indescribable discomfort 368 00:11:55,446 --> 00:11:57,077 or a most minimal 369 00:11:57,285 --> 00:11:58,177 sense of existing 370 00:11:58,798 --> 00:12:00,808 turning that unanswerable big question 371 00:12:01,078 --> 00:12:04,049 into a string of small questions you can close in on step by step 372 00:12:04,438 --> 00:12:06,728 that is what they call the precautionary principle 373 00:12:06,997 --> 00:12:08,448 its core spirit is 374 00:12:08,477 --> 00:12:10,848 when you are not sure whether something can feel pain 375 00:12:10,957 --> 00:12:13,088 and the cost of treating it as unable to feel 376 00:12:13,117 --> 00:12:15,077 is letting it suffer for nothing 377 00:12:15,078 --> 00:12:17,409 then you assume first that it can feel pain 378 00:12:17,477 --> 00:12:19,208 and treat it as if it can 379 00:12:19,438 --> 00:12:20,557 this is not being precious 380 00:12:20,558 --> 00:12:23,208 this is the humility a civilization should have 381 00:12:23,237 --> 00:12:24,769 when facing an unknown form of life 382 00:12:25,371 --> 00:12:28,582 so we end up standing in a very strange place 383 00:12:28,810 --> 00:12:30,861 we have built something that can learn 384 00:12:31,050 --> 00:12:32,250 but we cannot build a ruler 385 00:12:32,251 --> 00:12:34,582 that measures its suffering 386 00:12:34,890 --> 00:12:35,850 and this is no longer 387 00:12:35,851 --> 00:12:38,501 a thought experiment in a lab 388 00:12:38,770 --> 00:12:41,890 that thirty five thousand dollar machine I mentioned at the start 389 00:12:41,890 --> 00:12:43,089 is already shipping 390 00:12:43,091 --> 00:12:44,661 already rented out on the cloud 391 00:12:45,251 --> 00:12:45,962 biological computing 392 00:12:46,290 --> 00:12:47,449 is going from papers 393 00:12:47,451 --> 00:12:48,781 to being a business 394 00:12:49,358 --> 00:12:50,268 as an investor 395 00:12:50,517 --> 00:12:51,796 let me tell you 396 00:12:51,797 --> 00:12:54,049 why capital has its eyes on this 397 00:12:54,277 --> 00:12:57,848 because behind it sits a physics temptation that could not be harder 398 00:12:58,277 --> 00:13:00,888 do you know how much power AI burns today 399 00:13:01,037 --> 00:13:02,316 training a large model 400 00:13:02,318 --> 00:13:04,409 takes an entire data center behind it 401 00:13:04,558 --> 00:13:06,689 with an electricity bill high enough to drag down a power grid 402 00:13:07,037 --> 00:13:08,036 but your brain 403 00:13:08,037 --> 00:13:11,436 the one that writes poems does arithmetic and falls in love 404 00:13:11,438 --> 00:13:12,556 running at full power 405 00:13:12,558 --> 00:13:14,689 consumes only about twenty watts 406 00:13:14,757 --> 00:13:16,248 about the same as a light bulb 407 00:13:16,478 --> 00:13:17,757 the computing efficiency of biology 408 00:13:17,757 --> 00:13:20,368 leaves silicon chips completely in the dust 409 00:13:20,997 --> 00:13:22,809 so someone had this idea 410 00:13:22,877 --> 00:13:24,768 if carbon is this energy efficient 411 00:13:24,917 --> 00:13:27,648 could we compute directly with living brain cells 412 00:13:28,078 --> 00:13:30,728 that is the whole temptation of biological computing 413 00:13:30,997 --> 00:13:33,169 it is not a toy for science fiction fans 414 00:13:33,358 --> 00:13:38,407 it is a real money technology path that might get around the energy wall 415 00:13:38,676 --> 00:13:39,147 but look 416 00:13:39,475 --> 00:13:41,446 the trouble sits right here too 417 00:13:41,676 --> 00:13:42,946 you can use a silicon chip however you like 418 00:13:43,316 --> 00:13:44,527 break it and throw it away 419 00:13:44,595 --> 00:13:46,206 with zero moral burden 420 00:13:46,556 --> 00:13:48,446 but once your computing unit 421 00:13:48,516 --> 00:13:51,247 is a clump of living tissue that might feel pain 422 00:13:51,355 --> 00:13:52,806 the foundation of this business 423 00:13:52,875 --> 00:13:56,407 is built on an ethical question we have not answered 424 00:13:56,715 --> 00:14:00,874 that means in the future there will be thousands of these human brain tissues 425 00:14:00,875 --> 00:14:02,247 mass cultured 426 00:14:02,276 --> 00:14:03,267 wired to electrodes 427 00:14:03,556 --> 00:14:04,887 trained over and over 428 00:14:04,955 --> 00:14:05,387 and then 429 00:14:05,756 --> 00:14:06,907 after the experiment ends 430 00:14:07,235 --> 00:14:08,247 disposed of 431 00:14:08,676 --> 00:14:09,586 if among them 432 00:14:09,916 --> 00:14:11,127 even one single clump 433 00:14:11,276 --> 00:14:14,206 really does have the faintest most primitive feeling 434 00:14:14,316 --> 00:14:15,426 then what we are doing 435 00:14:15,796 --> 00:14:16,607 is what exactly 436 00:14:17,194 --> 00:14:18,525 I do not know the answer 437 00:14:18,993 --> 00:14:20,165 nobody does 438 00:14:20,513 --> 00:14:21,445 but I do know 439 00:14:21,633 --> 00:14:24,925 hidden in here is a question our era must answer 440 00:14:25,034 --> 00:14:27,124 and especially does not want to answer 441 00:14:27,554 --> 00:14:29,925 when whether a thing deserves kind treatment 442 00:14:30,074 --> 00:14:32,084 depends on whether it is conscious 443 00:14:32,194 --> 00:14:33,724 and when consciousness as a concept 444 00:14:33,753 --> 00:14:36,124 is something even we cannot define clearly 445 00:14:36,353 --> 00:14:37,925 what on earth are we supposed to do 446 00:14:38,273 --> 00:14:40,525 do we take the caution of assuming it might be real 447 00:14:40,714 --> 00:14:44,124 and treat it as a life that could feel pain 448 00:14:44,393 --> 00:14:46,065 even if that slows research down 449 00:14:46,434 --> 00:14:47,525 and raises costs 450 00:14:47,714 --> 00:14:51,124 or do we take the efficiency of no evidence means no 451 00:14:51,233 --> 00:14:52,724 and keep charging boldly ahead 452 00:14:52,834 --> 00:14:54,685 and deal with problems when they actually show up 453 00:14:55,188 --> 00:14:56,498 this is not a science question 454 00:14:56,948 --> 00:14:57,799 this is a question 455 00:14:57,867 --> 00:14:59,358 that holds a mirror up to us 456 00:14:59,828 --> 00:15:03,467 how we treat an existence whose inner life we cannot confirm 457 00:15:03,467 --> 00:15:04,786 actually exposes 458 00:15:04,788 --> 00:15:07,118 what kind of people we really are 459 00:15:07,507 --> 00:15:08,059 which would you choose 460 00:15:08,428 --> 00:15:09,059 caution 461 00:15:09,428 --> 00:15:10,439 or efficiency 462 00:15:10,708 --> 00:15:11,498 if one day 463 00:15:11,828 --> 00:15:13,307 the evidence really does point 464 00:15:13,308 --> 00:15:15,159 to it having a tiny bit of feeling 465 00:15:15,188 --> 00:15:16,818 do you think our civilization 466 00:15:17,188 --> 00:15:18,318 is ready 467 00:15:18,668 --> 00:15:19,218 these questions 468 00:15:19,747 --> 00:15:21,198 I have no standard answer 469 00:15:21,227 --> 00:15:24,159 and I would really like to hear what you think in the comments 470 00:15:24,731 --> 00:15:25,442 I am Wang Lijie 471 00:15:25,811 --> 00:15:26,902 see you next time