WEBVTT 00:00:11.480 --> 00:00:13.274 Hello. 00:00:15.920 --> 00:00:19.488 Schools in 2014 are as archaic 00:00:20.535 --> 00:00:23.380 as medicine in 1750. 00:00:23.380 --> 00:00:27.100 (Applause) 00:00:30.580 --> 00:00:35.491 Schools have not evolved for many centuries. 00:00:36.628 --> 00:00:39.344 There are some minor differences. 00:00:39.521 --> 00:00:42.899 In my time, the board was black; 00:00:42.899 --> 00:00:44.289 today, it's white. 00:00:44.289 --> 00:00:46.116 (Laughter) 00:00:46.116 --> 00:00:50.460 This inaction is unsustainable today, 00:00:52.154 --> 00:00:54.120 for three reasons. 00:00:55.048 --> 00:00:59.951 First, a war of the brains has begun. 00:01:02.340 --> 00:01:05.483 We wanted a knowledge economy? 00:01:06.780 --> 00:01:08.269 We've got it! 00:01:09.690 --> 00:01:14.541 And in a knowledge economy, the neuron is the only fuel; 00:01:15.030 --> 00:01:17.578 innovation, IQ. 00:01:21.360 --> 00:01:23.364 In the world of algorithms, 00:01:23.364 --> 00:01:27.025 unbelievable inequalities are created between the most innovative, 00:01:27.025 --> 00:01:30.310 gifted people, and less talented people. 00:01:31.126 --> 00:01:37.047 An absolutely caricature-like example sums up this situation well. 00:01:38.902 --> 00:01:43.987 WhatsApp; 55 employees, around for four years, 00:01:44.872 --> 00:01:47.577 and worth $19 billion. 00:01:48.002 --> 00:01:53.505 Peugot; more than a 100 years old, more than 100,000 employees, 00:01:54.222 --> 00:01:56.805 is worth $12 billion! 00:01:58.767 --> 00:02:02.464 55 little geniuses with stratospheric IQs 00:02:03.381 --> 00:02:07.469 create more economic value in four years, 00:02:08.576 --> 00:02:13.429 than more than 100,000 employees in a company more than 100 years old. 00:02:14.917 --> 00:02:19.304 The second reason why the status quo is completely untenable 00:02:20.998 --> 00:02:24.502 is that after a failed launch in the 60s, 00:02:24.502 --> 00:02:29.552 robotics and artificial intelligence are really reaching maturity now. 00:02:32.602 --> 00:02:35.602 The neuron is 550 million years old. 00:02:35.602 --> 00:02:38.201 The transistor, 60 years old. 00:02:38.444 --> 00:02:42.920 The transistor, the microprocessor, is 10 million times younger 00:02:43.885 --> 00:02:45.910 than our neurons. 00:02:47.245 --> 00:02:49.755 In 40 years, or something like that, 00:02:49.755 --> 00:02:54.770 the transistor will have surpassed the abilities of the biological brain. 00:02:56.287 --> 00:02:58.327 This race is lost. 00:03:00.777 --> 00:03:02.175 Between ENIAC, 00:03:03.355 --> 00:03:06.905 - at the end of the war founded by the great Turing - 00:03:08.035 --> 00:03:10.645 and its 350 operations per second, 00:03:10.645 --> 00:03:14.992 and the TN2, which carries out 33 million billion operations per second, 00:03:16.219 --> 00:03:19.965 and a million billion operations by 2019, 00:03:19.965 --> 00:03:22.076 there is an extraordinary leap. 00:03:22.302 --> 00:03:25.500 This explosion of digital power 00:03:25.500 --> 00:03:28.883 today allows for the emergence of a 2nd generation robotics, 00:03:28.883 --> 00:03:31.243 of which Google is the world leader. 00:03:31.243 --> 00:03:36.462 Google, which bought up eight of the finest global robotics companies. 00:03:36.949 --> 00:03:41.510 The Google Car is just a special type of robot. 00:03:43.123 --> 00:03:48.216 Silicon Valley is very optimistic about artificial intelligence. 00:03:48.216 --> 00:03:50.973 Ray Kurzweil, the head engineer at Google, 00:03:50.973 --> 00:03:53.728 explains that in 2045, 00:03:54.247 --> 00:03:58.568 artificial intelligence will be a billion times more powerful 00:03:58.568 --> 00:04:02.548 than our eight billion brains put together. 00:04:02.548 --> 00:04:04.530 In 30 years. 00:04:06.335 --> 00:04:08.544 This alarms a lot of people. 00:04:08.544 --> 00:04:12.489 Bill Gates, who's not known for joking around, 00:04:12.489 --> 00:04:16.136 estimates that in 2035, that is to say in 20 years, 00:04:16.136 --> 00:04:19.701 as near as the death of François Mitterrand, 00:04:19.701 --> 00:04:22.996 half of our jobs will have been automated. 00:04:22.996 --> 00:04:26.568 Stemming from the convergence of artificial intelligence and robotics. 00:04:27.612 --> 00:04:29.436 He even cites nurses, 00:04:29.436 --> 00:04:33.734 whom he predicts will be replaced by machines by then. 00:04:35.971 --> 00:04:38.803 A huge fear is emerging. 00:04:39.366 --> 00:04:44.137 Education is not adapted to allow our kids to compete 00:04:45.008 --> 00:04:48.252 against second generation machines. 00:04:50.705 --> 00:04:54.860 The third reason why the status quo is unthinkable in schools 00:04:56.376 --> 00:05:00.936 is that the society of tomorrow will no longer accept inequalities in IQ. 00:05:02.905 --> 00:05:05.918 On average, in this room, 00:05:05.921 --> 00:05:08.273 you have an IQ of 130. 00:05:08.795 --> 00:05:11.460 The French average is 100. 00:05:11.868 --> 00:05:14.426 Everyone thinks that's normal. 00:05:14.426 --> 00:05:16.722 In reality, it's intolerable. 00:05:18.810 --> 00:05:23.830 IQ gaps will be the last of the major inequalities, 00:05:24.393 --> 00:05:26.977 even more so than differences in money. 00:05:28.004 --> 00:05:32.800 And intellectual differences are the mother of all inequalities. 00:05:33.230 --> 00:05:35.532 Between the most and least talented people, 00:05:35.532 --> 00:05:38.709 there is a 14 year difference in life expectancy, 00:05:39.088 --> 00:05:42.011 an income gap from one to 15, 00:05:42.073 --> 00:05:46.611 huge differences in social classes, degrees, and access to culture. 00:05:48.590 --> 00:05:53.692 In 1750, we accepted that a poor child died in the street, without care. 00:05:53.692 --> 00:05:55.773 Today, that's unacceptable. 00:05:55.773 --> 00:05:59.979 Today we accept enormous differences in intellectual abilities. 00:06:00.002 --> 00:06:03.108 The society of the future will no longer accept that. 00:06:04.611 --> 00:06:08.363 Ultimately, the NBIC revolution, 00:06:09.448 --> 00:06:13.334 that is, nanotechnology, biotechnology, information technology, 00:06:13.334 --> 00:06:16.549 and cognitive science, that is, artificial intelligence, 00:06:16.549 --> 00:06:19.291 neuroscience, and robotics, 00:06:20.791 --> 00:06:23.172 are in the process of turning society on its head, 00:06:23.182 --> 00:06:26.066 and upending the work market. 00:06:28.093 --> 00:06:32.508 School, as we currently know it, is completely unprepared 00:06:32.814 --> 00:06:35.092 to allow our students to compete in a world 00:06:35.092 --> 00:06:39.515 where smart machines will be ubiquitous 00:06:39.515 --> 00:06:41.470 in the coming decades. 00:06:48.495 --> 00:06:50.239 What is society to do? 00:06:51.447 --> 00:06:54.194 What will society decide upon? 00:06:57.843 --> 00:07:01.907 In my opinion, society will demand that schools use 00:07:01.907 --> 00:07:06.819 all the resources of NBIC technology to respond to these challenges. 00:07:09.640 --> 00:07:12.773 Tomorrow, schools will use MOOCs, 00:07:12.787 --> 00:07:16.270 which are a type of second generation online teaching, 00:07:16.987 --> 00:07:19.161 and cerebral strengthening technologies, 00:07:19.161 --> 00:07:21.542 which we call "neuro-enhancement." 00:07:22.713 --> 00:07:24.944 It will tolerate legal doping. 00:07:25.624 --> 00:07:29.160 It will accept, in the future, intracerebral implants 00:07:29.160 --> 00:07:30.851 to enhance us. 00:07:31.282 --> 00:07:33.706 And it will accept intellectual eugenics 00:07:34.775 --> 00:07:37.501 via embryonic selection. 00:07:40.429 --> 00:07:45.817 In the world of tomorrow, teaching will no longer be about knowing. 00:07:46.757 --> 00:07:49.696 Teaching will be about the brain. 00:07:51.414 --> 00:07:54.594 We will have the convergence of education, medicine, 00:07:54.594 --> 00:07:57.758 information technology, genetics, and neuroscience. 00:07:58.637 --> 00:08:01.808 And the teacher will become a "neuro-hacker." 00:08:04.792 --> 00:08:06.558 There's still some work left to do. 00:08:06.558 --> 00:08:08.378 (Laughter) 00:08:08.378 --> 00:08:11.294 They'll become a "neuro-cultivator." 00:08:17.300 --> 00:08:22.825 This bringing together of education and school will become natural. 00:08:23.549 --> 00:08:27.436 Education will begin before birth. 00:08:31.510 --> 00:08:34.480 The brain is an extraordinary organ with high plasticity. 00:08:35.290 --> 00:08:37.965 The environment, school, and stimulation 00:08:37.965 --> 00:08:42.175 are fundamental in developing our neuronal and synaptic wiring. 00:08:42.922 --> 00:08:46.962 Unfortunately, the genetic aspect of our intellectual abilities 00:08:47.017 --> 00:08:49.062 is important. 00:08:49.095 --> 00:08:52.236 It's a bit more important than we imagined a few years ago. 00:08:52.236 --> 00:08:54.598 Recent studies such as this one 00:08:54.598 --> 00:08:57.897 tend to show that about 60% of our intellectual abilities 00:08:57.897 --> 00:08:59.415 are of genetic origin, 00:08:59.415 --> 00:09:02.388 while a whole third is linked to familial influences, 00:09:02.388 --> 00:09:05.759 the educational environment, and school. 00:09:08.292 --> 00:09:12.292 Silicon Valley, as usual, is at the forefront of this battle, 00:09:12.603 --> 00:09:15.540 for better or worse. 00:09:18.102 --> 00:09:22.612 Here you have a patent filed by "23andMe", Google's genomics subsidiary 00:09:22.612 --> 00:09:27.007 - whose CEO is the ex-wife of Google cofounder Sergeï Brin - 00:09:27.542 --> 00:09:33.607 for "designer babies" à la carte and genetic selection of gametes 00:09:34.605 --> 00:09:37.386 to make more beautiful babies. 00:09:40.758 --> 00:09:43.888 It's even more troubling to our moral norms 00:09:43.888 --> 00:09:45.798 that China has launched a huge program 00:09:45.798 --> 00:09:47.841 to sequence the DNA of the extremely gifted, 00:09:47.841 --> 00:09:50.836 led by an exceptionally gifted person, who is shown here, 00:09:50.836 --> 00:09:53.483 with the goal, admitted in the international press, 00:09:53.483 --> 00:09:55.762 of using these results 00:09:55.762 --> 00:09:59.552 to increase the average IQ of the 21st-century Chinese person. 00:10:01.483 --> 00:10:05.002 Will society resist using these technologies? 00:10:05.552 --> 00:10:10.316 When we know that Bostrom, the English academic, 00:10:10.624 --> 00:10:12.829 demonstrated that, using these technologies, 00:10:12.829 --> 00:10:17.898 we could increase a country's average IQ by 60 points in phase one, 00:10:18.121 --> 00:10:20.218 and then 120 points in a second phase. 00:10:20.218 --> 00:10:23.071 Which would make Bill Gates or Jacques Attali 00:10:23.071 --> 00:10:26.229 just within the average in a first phase, 00:10:26.704 --> 00:10:30.268 and intellectually deficient compared to the norms of the time 00:10:30.268 --> 00:10:31.469 in a second phase. 00:10:31.469 --> 00:10:33.759 (Laughter) 00:10:34.559 --> 00:10:39.201 Of course, this all seems very far from our own experience. 00:10:39.337 --> 00:10:42.239 Eugenics is not for us. 00:10:42.792 --> 00:10:46.508 However, we have already gotten caught up in the works of eugenics; 00:10:46.551 --> 00:10:49.033 we are already eugenicists. 00:10:49.033 --> 00:10:51.589 We are already in a eugenicist civilization. 00:10:51.771 --> 00:10:56.846 Here in France, 97% of children with Down's syndrome 00:10:56.846 --> 00:10:59.044 are detected and are aborted. 00:10:59.044 --> 00:11:03.323 Only one in 30 trisomic fetuses survive past screening. 00:11:05.538 --> 00:11:09.415 And in the USA, 28% of Americans, 00:11:09.629 --> 00:11:13.753 say they are ready to use genetic scanning technology 00:11:13.980 --> 00:11:16.316 to have smarter babies. 00:11:17.916 --> 00:11:21.444 What will the parents of the remaining 72% do? 00:11:25.442 --> 00:11:27.573 But the transgression doesn't stop there. 00:11:27.783 --> 00:11:30.595 Silicon Valley is ready to go even further. 00:11:33.540 --> 00:11:36.896 Again, Ray Kurzweil, the lead engineer at Google, 00:11:37.238 --> 00:11:41.349 explained to us last March at TED Vancouver, 00:11:42.339 --> 00:11:46.433 that in 2035, 20 years from now, we will have intracerebral implants 00:11:46.433 --> 00:11:50.003 to connect us more quickly to knowledge and to be more intelligent. 00:11:50.323 --> 00:11:53.696 And he warned us that we need to prepare ourselves 00:11:53.696 --> 00:11:55.578 to have a hybrid thinking, 00:11:55.578 --> 00:11:58.246 a mix of our biological brain 00:11:58.253 --> 00:12:03.242 and artificial intelligence connected to our cortex. 00:12:05.549 --> 00:12:10.500 This creates an upheaval in our moral and political norms; 00:12:12.798 --> 00:12:14.712 it's the end of "Humanity 1.0", 00:12:16.272 --> 00:12:19.650 and the arrival, to borrow the phrase of Google's CEO, 00:12:19.650 --> 00:12:21.949 of a "Humanity 2.0". 00:12:23.522 --> 00:12:28.415 All of this could lead to a neuro-dictatorship, 00:12:29.195 --> 00:12:31.562 to a neuro-nightmare. 00:12:33.183 --> 00:12:36.253 That's why, if the NBIC schools of tomorrow 00:12:36.662 --> 00:12:39.649 will undoubtedly use, alongside teachers, 00:12:39.849 --> 00:12:42.338 educational engineers, 00:12:42.775 --> 00:12:45.539 neuroscientists and geneticists, 00:12:45.934 --> 00:12:48.849 it is especially necessary that we have neuro-ethicists; 00:12:49.024 --> 00:12:51.062 "brain ethicists". 00:12:51.841 --> 00:12:57.862 To make sure that neuro-education does not turn into neuro-manipulation. 00:13:01.505 --> 00:13:03.836 What must be done? 00:13:04.805 --> 00:13:06.683 I don't know. 00:13:07.345 --> 00:13:09.433 What do we have to do? 00:13:11.131 --> 00:13:13.246 I don't know. 00:13:14.477 --> 00:13:17.182 I have two convictions, though. 00:13:18.351 --> 00:13:21.251 The first is that we don't prevent Silicon Valley 00:13:21.251 --> 00:13:24.352 from manufacturing machines that are smarter than us. 00:13:26.352 --> 00:13:29.571 As the cofounder of Google, Sergeï Brin, says, 00:13:29.571 --> 00:13:32.191 "We will make machines that reason, that think, 00:13:32.191 --> 00:13:35.254 and that do things better than we do." 00:13:35.254 --> 00:13:39.868 In that context, are we going to leave 00:13:39.868 --> 00:13:43.653 people stuck with average, or modest cognitive abilities, 00:13:44.311 --> 00:13:48.979 completely outdated in the face of second generation machines, 00:13:49.397 --> 00:13:53.010 resulting from the convergence of artificial intelligence and robotics? 00:13:54.633 --> 00:13:57.158 I don't believe that's possible. 00:13:57.870 --> 00:14:00.463 My second conviction 00:14:00.463 --> 00:14:03.559 is that if we collectively and politically decide 00:14:03.559 --> 00:14:06.228 in the years and decades to come, 00:14:06.228 --> 00:14:10.630 to block technologies that allow us to reduce differences in IQs, 00:14:11.431 --> 00:14:16.113 we would be judged very harshly by future generations. 00:14:18.108 --> 00:14:24.273 In reality, we are all terrible neuro-conservatives, 00:14:24.746 --> 00:14:30.576 who are perfectly content with intolerable IQ gaps. 00:14:31.756 --> 00:14:33.149 Thank you. 00:14:33.149 --> 00:14:35.454 (Applause)