1 00:00:00,000 --> 00:00:03,136 (Ian Goldin) Great, thank you: it's wonderful to be with educators 2 00:00:03,136 --> 00:00:06,377 who care about the intersection of learning and technology, 3 00:00:06,377 --> 00:00:08,076 because that's going to shape the future. 4 00:00:08,388 --> 00:00:11,247 Whether we're able to get this right or not 5 00:00:11,247 --> 00:00:14,475 will determine whether we have a glorious 21st century 6 00:00:14,730 --> 00:00:17,346 or a period of unmitigated risks. 7 00:00:17,808 --> 00:00:21,502 The walls are coming down everywhere and it's difficult to not think about this, 8 00:00:21,502 --> 00:00:23,945 being so close to it, here in Berlin, 9 00:00:23,952 --> 00:00:26,898 25 years ago, these walls coming down. 10 00:00:26,898 --> 00:00:29,420 But it's not just about physical walls coming down, 11 00:00:29,840 --> 00:00:32,911 it's about mental walls, it's about financial walls, 12 00:00:32,911 --> 00:00:34,643 it's about technological walls. 13 00:00:34,657 --> 00:00:38,202 All the walls are coming down, and it's that 14 00:00:38,202 --> 00:00:41,961 which makes this the most exciting century in the history of humanity. 15 00:00:42,318 --> 00:00:45,658 It changes all of our lives in surprising ways. 16 00:00:45,891 --> 00:00:47,775 And it's certainly changed mine. 17 00:00:47,789 --> 00:00:50,223 I was living in Paris when this wall came down. 18 00:00:50,591 --> 00:00:53,198 I didn't imagine that it would touch me personally. 19 00:00:53,198 --> 00:00:57,218 I thought it was about Eastern Europe, about the Cold War, about something else. 20 00:00:57,218 --> 00:01:01,278 But within 6 months, I would, much to my surprise, 21 00:01:01,278 --> 00:01:06,275 I was invited to have dinner with President Mandela in Paris. 22 00:01:06,275 --> 00:01:09,197 He wasn't president then, he had just been released from prison. 23 00:01:09,625 --> 00:01:12,250 But he was released because the Cold War ended. 24 00:01:13,074 --> 00:01:16,512 And the defining feature of this period we live in, our lives, 25 00:01:17,522 --> 00:01:21,858 is that what happens elsewhere will dramatically affect us in new ways. 26 00:01:21,858 --> 00:01:25,335 It's this change that results from the walls coming down. 27 00:01:25,335 --> 00:01:29,303 And it's this change that will shape education going forward 28 00:01:29,303 --> 00:01:30,966 and technological progress. 29 00:01:31,698 --> 00:01:36,000 And of course, the other fundamental period of -- in this time -- 30 00:01:36,000 --> 00:01:40,172 is technology, technology which got off the ground 31 00:01:40,172 --> 00:01:44,352 at the same time as the Berlin Wall came down, over 25 years, 32 00:01:44,352 --> 00:01:47,493 this exponential growth in virtual connectivity. 33 00:01:48,585 --> 00:01:53,405 And now we have a world of 5 billion literate, educated people 34 00:01:53,405 --> 00:01:55,795 whereas we had a world, only 30 years ago, 35 00:01:55,795 --> 00:01:58,711 of well less than a billion connected people. 36 00:01:59,162 --> 00:02:02,568 Four billion more literate connected people in the world, 37 00:02:02,568 --> 00:02:04,371 and this is the engine of change, 38 00:02:04,371 --> 00:02:08,086 where the people in the slums of Mumbai, Soweto, Sao Paulo, 39 00:02:10,159 --> 00:02:11,833 or in apartments in Berlin, 40 00:02:11,833 --> 00:02:14,973 they will contribute to change in surprising new ways. 41 00:02:14,973 --> 00:02:16,312 And they're coming together. 42 00:02:16,575 --> 00:02:18,986 There is a release of individual genius. 43 00:02:18,986 --> 00:02:24,030 If you believe in the random distribution of exceptional capabilities, which I do, 44 00:02:24,030 --> 00:02:29,036 there is just more people out there, educated, connected, giving, learning. 45 00:02:29,036 --> 00:02:31,448 But I also believe in collective genius, 46 00:02:31,448 --> 00:02:33,689 the capabilities of people coming together, 47 00:02:33,689 --> 00:02:36,348 to form teams, to learn from each other 48 00:02:37,322 --> 00:02:40,634 through the methods that we heard about this morning. 49 00:02:40,634 --> 00:02:42,373 and in other ways. 50 00:02:42,373 --> 00:02:46,529 So new cures for cancer being developed on 24-hour cycles around the world. 51 00:02:46,529 --> 00:02:52,622 My lab in Oxford, doing this with people in Beijing and San Francisco and Palo Alto 52 00:02:52,622 --> 00:02:54,791 and all over, in real time. 53 00:02:55,413 --> 00:02:57,687 There is no sleep on innovation any more. 54 00:02:57,982 --> 00:03:01,211 And that's the power, the engine, which brings change. 55 00:03:01,211 --> 00:03:03,029 So if you think you've seen a lot of change 56 00:03:03,029 --> 00:03:05,127 be ready for much more surprises. 57 00:03:05,127 --> 00:03:08,080 This is the slowest time in history you will know. 58 00:03:08,471 --> 00:03:11,602 It's going to get faster, the pace of change greater, 59 00:03:11,602 --> 00:03:14,276 the surprises more intense. 60 00:03:14,657 --> 00:03:16,537 It's always going to be 61 00:03:19,040 --> 00:03:21,684 more and more difficult to predict what's next. 62 00:03:21,684 --> 00:03:25,267 Uncertainty will grow because the pace of change is growing. 63 00:03:25,267 --> 00:03:26,779 Because the walls have come down, 64 00:03:26,779 --> 00:03:31,334 there are two billion more people in the world since 1990. 65 00:03:31,937 --> 00:03:34,478 And that's because ideas have traveled, simple ideas, 66 00:03:34,478 --> 00:03:38,039 like washing your hands prevents contagious diseases; 67 00:03:38,039 --> 00:03:41,906 really complicated ideas like those embedded in vaccines 68 00:03:41,906 --> 00:03:44,640 in new cures for cancer and many other things. 69 00:03:44,967 --> 00:03:49,240 Two billion more people coming together, most of them now urbanized, 70 00:03:49,572 --> 00:03:52,316 and even those that aren't physically together, 71 00:03:52,316 --> 00:03:53,781 virtually together. 72 00:03:53,791 --> 00:03:56,283 A quite extraordinary moment in human history, 73 00:03:56,283 --> 00:03:59,650 one where we've come together as a community, 74 00:04:00,660 --> 00:04:05,597 like we were 150,000 years ago, when we lived in villages together, 75 00:04:05,597 --> 00:04:09,871 our ancestors in East Africa, and then dispersed around the world 76 00:04:09,871 --> 00:04:11,848 and now, reconnected. 77 00:04:11,848 --> 00:04:15,988 And it's this reconnection, which I believe, gives us the potential. 78 00:04:15,988 --> 00:04:17,563 But do we learn from it? 79 00:04:17,563 --> 00:04:20,160 And are we able to think of ourselves in new ways, 80 00:04:20,160 --> 00:04:22,207 because we're connecting in new ways? 81 00:04:22,396 --> 00:04:27,428 Is this wall coming down changing the way we are and we think? 82 00:04:27,428 --> 00:04:31,194 Or do we still think like individualists in our nation states, 83 00:04:31,194 --> 00:04:34,984 pursuing our own self-interest and those of our countries, 84 00:04:34,984 --> 00:04:38,316 not realizing that now, we are in a different game? 85 00:04:38,316 --> 00:04:40,571 Now we're in a game in which we have to cooperate, 86 00:04:40,571 --> 00:04:42,448 where we have to think about others, 87 00:04:42,448 --> 00:04:47,326 where our actions, for the first time, spill over in dramatic new ways 88 00:04:47,326 --> 00:04:50,189 and affect people on the other side of the planet. 89 00:04:51,492 --> 00:04:57,945 This pace of education means that not only are we liberating ourselves, 90 00:04:57,945 --> 00:05:02,218 but we're liberating people from all sorts of past habits. 91 00:05:02,218 --> 00:05:06,024 And this change is leading to quick changes in social norms. 92 00:05:07,761 --> 00:05:10,480 Acceptance of gay marriage is one of those, 93 00:05:10,480 --> 00:05:12,881 but there'll be many, many, many others. 94 00:05:12,881 --> 00:05:15,566 And so, what we think about as normal today 95 00:05:16,038 --> 00:05:19,210 will seem very strange in a few years' time: 96 00:05:19,463 --> 00:05:23,267 this pace of change driven by education, 97 00:05:24,526 --> 00:05:27,072 more doctorates being created in China now 98 00:05:27,072 --> 00:05:29,535 than in the rest of the world put together every year, 99 00:05:29,535 --> 00:05:31,299 more scientists alive today 100 00:05:31,299 --> 00:05:33,349 than all the scientists that ever lived in history, 101 00:05:33,349 --> 00:05:35,306 more literate people alive today 102 00:05:35,306 --> 00:05:37,656 than all the literate people that ever lived in history. 103 00:05:37,656 --> 00:05:39,597 This is the engine of change. 104 00:05:40,305 --> 00:05:43,340 But it's not simply about more and more progress. 105 00:05:43,340 --> 00:05:45,277 It's not simply that we know 106 00:05:45,277 --> 00:05:47,117 that this is going to get better and better. 107 00:05:48,228 --> 00:05:50,082 It's about what's next. 108 00:05:50,082 --> 00:05:51,823 We don't know what the future holds. 109 00:05:51,823 --> 00:05:55,027 We live in this extraordinary moment of our lives 110 00:05:55,027 --> 00:06:00,004 where we've seen exponential growth in incomes: that's red. 111 00:06:00,459 --> 00:06:03,850 And we seen this most rapid increase in populations, 112 00:06:03,850 --> 00:06:09,572 and income growth, even more rapid than population growth, which is why 113 00:06:09,572 --> 00:06:13,009 people have escaped poverty at a pace that has never happened in history. 114 00:06:13,497 --> 00:06:18,022 Despite the world's population increasing by two billion over the last 25 years, 115 00:06:18,022 --> 00:06:22,398 the number of desperately poor people has gone down by about 300 million. 116 00:06:22,398 --> 00:06:23,952 This has never happened before. 117 00:06:23,952 --> 00:06:27,755 This is an incredible time, by far the best time to be alive. 118 00:06:28,047 --> 00:06:31,475 Just while you're here, your average life expectancy should increase 119 00:06:31,475 --> 00:06:32,875 by about 10 hours. 120 00:06:33,255 --> 00:06:34,832 That's the pace of progress: 121 00:06:35,443 --> 00:06:38,941 what you're learning, and what's happening in the labs. 122 00:06:39,262 --> 00:06:42,291 And it's that which makes me incredibly optimistic. 123 00:06:42,291 --> 00:06:45,966 This is the age of discovery, this is the new Renaissance. 124 00:06:46,319 --> 00:06:49,978 This is a period of creativity and technological change 125 00:06:50,223 --> 00:06:52,914 which hasn't been seen for 500 years. 126 00:06:52,914 --> 00:06:55,932 This is from my stem cell lab in the Oxford Martin School: 127 00:06:57,333 --> 00:07:00,376 the lab technician's skin turned into a heart cell. 128 00:07:00,692 --> 00:07:03,410 And this is one of the extraordinary things that's happening 129 00:07:04,063 --> 00:07:07,254 that makes one so excited about the future. 130 00:07:07,695 --> 00:07:12,667 A future of rising life expectancy, so children being born today 131 00:07:12,667 --> 00:07:19,417 in Berlin or elsewhere in Europe, will have life expectancies well over 100, 132 00:07:19,417 --> 00:07:22,274 and not having to worry about the things that I worry about, 133 00:07:22,274 --> 00:07:25,029 like Alzheimer's, Parkinson's and dementia. 134 00:07:25,029 --> 00:07:29,116 But what skills are they learning today that will help them shape this future, 135 00:07:29,116 --> 00:07:33,752 prepare for it, and will still be relevant in a hundred years time? 136 00:07:34,284 --> 00:07:38,320 It's those skills that you have the responsibility to help shape. 137 00:07:38,680 --> 00:07:43,877 We can imagine this glorious future, an extraordinary time in human history. 138 00:07:44,388 --> 00:07:45,901 But we can also realize 139 00:07:45,909 --> 00:07:48,687 that it could come very, very badly at stuck. 140 00:07:49,396 --> 00:07:51,517 I looked at the Renaissance for inspiration 141 00:07:51,517 --> 00:07:55,345 to try and understand how people interpreted these choices. 142 00:07:55,345 --> 00:07:58,796 That was a period of creative exceptionalism, 143 00:07:59,357 --> 00:08:01,467 scientific exceptionalism. 144 00:08:01,467 --> 00:08:06,017 And we think today of the iconic figures, the Michelangelos, the Da Vincis, 145 00:08:06,017 --> 00:08:07,596 the Copernicuses, 146 00:08:07,596 --> 00:08:11,672 discovering the earth went round the sun, not the other way round, 147 00:08:11,891 --> 00:08:15,713 fundamentally changing our understanding of ourselves in the universe 148 00:08:15,713 --> 00:08:18,756 in ways that will happen in our lifetimes. 149 00:08:19,340 --> 00:08:22,717 Fundamental changes which lead to Humanism, 150 00:08:23,093 --> 00:08:26,938 Enlightenment and many, many other things, 151 00:08:27,645 --> 00:08:29,610 spurred by technologies. 152 00:08:29,610 --> 00:08:32,523 Then, it was the Gutenberg press. 153 00:08:32,883 --> 00:08:35,614 Simple ideas travel very rapidly. 154 00:08:36,204 --> 00:08:38,318 Until then only monks could read and write, 155 00:08:38,318 --> 00:08:40,387 in Latin, in their monasteries. 156 00:08:40,387 --> 00:08:43,179 Less than half of 1% of the world was literate. 157 00:08:43,179 --> 00:08:46,251 There was nothing to read -- and it was in Latin. 158 00:08:46,765 --> 00:08:51,175 And then, this invention lead to a whole new way of thinking. 159 00:08:51,175 --> 00:08:55,761 Ideas traveled, people could learn in their own languages, 160 00:08:56,224 --> 00:08:57,775 and we had the Renaissance. 161 00:08:58,512 --> 00:09:00,807 We also had the development of nationalism 162 00:09:01,313 --> 00:09:03,294 because people could identify. 163 00:09:03,752 --> 00:09:07,249 and of course, massive technological push-back. 164 00:09:07,770 --> 00:09:10,965 The Bonfire of the Vanities, the burning of books, 165 00:09:11,267 --> 00:09:13,920 not far from here and across Europe. 166 00:09:14,402 --> 00:09:19,254 Destruction of presses, religious fundamentalism, 167 00:09:19,254 --> 00:09:22,851 extremism, religious wars for 150 years. 168 00:09:22,851 --> 00:09:24,968 Now if you recall those curves I put up, 169 00:09:24,968 --> 00:09:28,493 of the long trajectory of income growth and population growth, 170 00:09:28,785 --> 00:09:31,034 but the Renaissance did not figure. 171 00:09:31,034 --> 00:09:34,169 It was a non-event, it lead to no improvements 172 00:09:34,169 --> 00:09:37,524 in people's welfare in Europe or beyond. 173 00:09:37,885 --> 00:09:39,005 Are we different? 174 00:09:39,311 --> 00:09:44,588 Can we embrace our technologies in ways that lead to sustained progress? 175 00:09:44,940 --> 00:09:47,429 And there are two things I worry about in this respect. 176 00:09:47,785 --> 00:09:51,953 First, while the walls have gone down between societies, 177 00:09:52,382 --> 00:09:56,516 within societies, the walls are going up everywhere. 178 00:09:56,516 --> 00:10:00,164 All countries are experiencing rising inequality. 179 00:10:00,456 --> 00:10:01,576 Why is this? 180 00:10:02,129 --> 00:10:06,259 It's because the pace of progress is so fast at the frontier 181 00:10:06,740 --> 00:10:10,385 that this process of integration -- some call it globalization -- 182 00:10:10,767 --> 00:10:15,852 has led to such rapid change that if you aren't on the frontier, 183 00:10:15,852 --> 00:10:21,064 if you don't have the skills, the mobility, the attitude to change, 184 00:10:22,054 --> 00:10:27,741 to adapt, to grab new things, you're left further and further behind. 185 00:10:27,741 --> 00:10:31,696 If you're in the wrong place, with the wrong skills at the wrong time, 186 00:10:31,696 --> 00:10:35,696 or you're too old, you're left further and further behind. 187 00:10:35,696 --> 00:10:38,719 And so we see in all societies rising inequality. 188 00:10:39,048 --> 00:10:42,489 And some people have been able to capture the goods of globalization. 189 00:10:43,049 --> 00:10:44,825 They've been able to park their money, 190 00:10:44,825 --> 00:10:47,245 whether they are a corporation in Bermuda or somewhere, 191 00:10:47,245 --> 00:10:50,893 or an individual in Monaco or Lichtenstein or Luxembourg. 192 00:10:51,053 --> 00:10:53,610 And so governments are becoming less and less able 193 00:10:54,424 --> 00:10:56,928 to tax their citizens and tax their corporates 194 00:10:56,928 --> 00:11:00,802 and less able to fund education, health, infrastructure, 195 00:11:00,802 --> 00:11:02,073 and the other things we need. 196 00:11:03,067 --> 00:11:07,366 And the second big problem of this integration process 197 00:11:07,366 --> 00:11:09,198 is: when things connect, 198 00:11:09,430 --> 00:11:12,316 unfortunately, not only good stuff connects. 199 00:11:12,560 --> 00:11:14,724 Rarely, bad stuff connects too. 200 00:11:15,858 --> 00:11:21,213 And so the question is how do we have this complex, dense, intertwined system 201 00:11:21,213 --> 00:11:24,180 without becoming overwhelmed by it? 202 00:11:24,180 --> 00:11:26,960 Are we able to manage our interdependencies 203 00:11:26,960 --> 00:11:29,867 in ways that will be sustained and benefit us, 204 00:11:29,867 --> 00:11:31,978 or will they overwhelm us? 205 00:11:31,978 --> 00:11:36,224 And this is both the intended consequences which lead 206 00:11:36,224 --> 00:11:38,204 to unintended bads. 207 00:11:38,204 --> 00:11:42,398 Our intended consequence of using more antibiotics around the world 208 00:11:42,398 --> 00:11:44,316 leading to antibiotic resistance. 209 00:11:44,610 --> 00:11:46,479 Or as our energy growth grows around the world 210 00:11:46,479 --> 00:11:50,114 because people are escaping poverty, leading to climate change. 211 00:11:50,544 --> 00:11:54,674 Or as our resource use increases because people are consuming more food, 212 00:11:54,931 --> 00:11:56,697 leading to resource depletion. 213 00:11:56,925 --> 00:12:02,467 And the unintended consequences, banks which spread around the globe 214 00:12:02,467 --> 00:12:06,231 becoming centers of cascading risk and financial crisis. 215 00:12:06,573 --> 00:12:12,648 Airports spreading pandemics, what I call the butterfly defect of globalization. 216 00:12:13,635 --> 00:12:15,786 The spreading of risk is not a new idea. 217 00:12:15,786 --> 00:12:19,291 We think in England that a rat coming off a ship in Liverpool 218 00:12:19,291 --> 00:12:22,728 might have killed half the British population in the Black Death. 219 00:12:22,975 --> 00:12:25,950 Early globalization leading to systemic risk. 220 00:12:26,247 --> 00:12:29,058 But what's new is the pace and scale of the change. 221 00:12:29,713 --> 00:12:32,142 So the swine flu that starts in Mexico City 222 00:12:32,142 --> 00:12:35,914 in 160 countries in thirty days. 223 00:12:35,914 --> 00:12:39,397 And the emerging infections group in the Oxford Martin School 224 00:12:39,974 --> 00:12:44,002 has modeled spread of this with airline traffic 225 00:12:44,002 --> 00:12:45,639 and shown it exactly replicates. 226 00:12:45,639 --> 00:12:48,482 So the super-spreaders of the good of globalization 227 00:12:48,970 --> 00:12:53,604 like JFK, Heathrow, Frankfurt, and other great airports 228 00:12:54,373 --> 00:12:58,196 become the super-spreaders of the bads, in this case, pandemics. 229 00:12:59,062 --> 00:13:02,186 And in the cybersphere, of course, we see this dramatically, 230 00:13:02,577 --> 00:13:08,185 that anything can be instantaneously elsewhere, be it good or be it bad. 231 00:13:08,523 --> 00:13:11,477 In finance, we've seen a dramatic indication of this, 232 00:13:11,477 --> 00:13:16,431 this collapsing system starting from a subprime crisis in the US 233 00:13:16,431 --> 00:13:21,607 leading to 100 million people laid off in work from work around the world. 234 00:13:21,996 --> 00:13:24,805 So what happens somewhere dramatically affecting people 235 00:13:24,805 --> 00:13:27,844 on the other side of the world in the same way that my life 236 00:13:27,844 --> 00:13:31,804 was shaped, but sometimes with disastrous consequences. 237 00:13:32,807 --> 00:13:38,719 And what the financial system also teaches us is the rising power of individuals. 238 00:13:38,945 --> 00:13:44,486 These new technologies give individuals simply unprecedented powers. 239 00:13:45,056 --> 00:13:47,836 Barings Bank had existed for 200 years. 240 00:13:48,353 --> 00:13:53,006 It had withstood the most amazing technological, political, and other changes, 241 00:13:53,006 --> 00:13:58,774 and one young man, Nick Leeson, having some fun, a bit of trading, 242 00:13:58,774 --> 00:13:59,934 managed to bring it down. 243 00:13:59,934 --> 00:14:03,470 And the same thing almost happened in Société Générale with Jérôme Kerviel, 244 00:14:03,470 --> 00:14:06,114 JP Morgan, UBS, and many others. 245 00:14:06,114 --> 00:14:09,798 We see that these individuals now have power in new ways. 246 00:14:10,177 --> 00:14:14,870 And of course, individuals can also, in new ways, develop biopathogens 247 00:14:14,870 --> 00:14:18,808 using a DNA sequencing which is going down exponentially in price, 248 00:14:19,079 --> 00:14:21,842 a single individual now can build something, 249 00:14:21,842 --> 00:14:24,489 using a technology like a drone to distribute it, 250 00:14:25,295 --> 00:14:28,743 and kill perhaps tens, if not hundreds, of millions of people. 251 00:14:28,997 --> 00:14:33,723 This new capability, this new power of individuals has changed 252 00:14:34,382 --> 00:14:38,903 so that nation states are becoming less and less powerful 253 00:14:39,257 --> 00:14:41,294 relative to the power of individuals. 254 00:14:41,294 --> 00:14:44,110 And there are seven billion of us growing to nine billion 255 00:14:44,110 --> 00:14:45,864 over the next 35 years. 256 00:14:46,734 --> 00:14:49,526 Within the cybersphere, we see this dramatically, 257 00:14:49,736 --> 00:14:52,659 how small groups can cause mayhem, 258 00:14:52,659 --> 00:14:55,129 steal all our records, open our bank accounts, 259 00:14:55,129 --> 00:14:57,219 they'll be opening our front door locks, 260 00:14:57,219 --> 00:15:00,719 controlling our vehicle-to-vehicle communication, etc. 261 00:15:01,377 --> 00:15:07,302 Understanding how we build systems which liberate us, 262 00:15:08,127 --> 00:15:12,807 and yet we do not become slaves or vulnerable to, is the central question. 263 00:15:13,531 --> 00:15:17,928 Can we create interdependent systems where we are in control, 264 00:15:17,928 --> 00:15:19,358 and what does that mean? 265 00:15:19,680 --> 00:15:25,269 And that education process requires a new understanding of responsibility. 266 00:15:25,631 --> 00:15:29,284 As these technologies pervade intoour bodies, on our bodies 267 00:15:29,284 --> 00:15:30,776 and everything we do, 268 00:15:30,776 --> 00:15:32,367 it becomes more and more important. 269 00:15:32,367 --> 00:15:35,282 Trust, integrity, judgment, 270 00:15:35,772 --> 00:15:39,207 these old things become more and more important. 271 00:15:39,520 --> 00:15:45,005 The financial crisis was characterized by a number of remarkable things. 272 00:15:46,587 --> 00:15:52,298 Over 250,000 extremely well-paid people in the central banks of the world 273 00:15:52,848 --> 00:15:58,447 in the IMF and other institutions with this enormous amount of data 274 00:15:58,842 --> 00:16:00,309 do not see it coming. 275 00:16:01,287 --> 00:16:04,114 Too much data, too little integrity. 276 00:16:04,524 --> 00:16:06,641 And as machines begin to take our jobs 277 00:16:06,641 --> 00:16:11,523 -- and one of my groups in the Oxford Martin School has said that 47% of US jobs 278 00:16:11,523 --> 00:16:15,112 will be lost to machine intelligence over the next 20 years -- 279 00:16:15,357 --> 00:16:19,578 people will increasingly see machine intelligence as a threat 280 00:16:19,578 --> 00:16:23,316 not only to their bank accounts and other systems, 281 00:16:23,316 --> 00:16:25,683 but to their jobs and to their careers. 282 00:16:25,970 --> 00:16:30,624 And so, how do we create education systems where we are not vulnerable 283 00:16:31,278 --> 00:16:32,980 to automation taking our jobs? 284 00:16:32,980 --> 00:16:36,619 And the answer is, we need to do things which are not automatable. 285 00:16:36,895 --> 00:16:38,156 What does that mean? 286 00:16:38,403 --> 00:16:45,444 It means creativity, dexterity, empathy, judgment 287 00:16:46,139 --> 00:16:49,948 and that's what will keep us different from machines 288 00:16:49,948 --> 00:16:51,907 for at least the next 50 years. 289 00:16:52,777 --> 00:16:57,492 So, creating an environment where machines complement our abilities, 290 00:16:57,782 --> 00:17:00,067 help us, do many of the things 291 00:17:00,067 --> 00:17:04,267 that are really, in many ways, inhumane for people to be doing, 292 00:17:04,665 --> 00:17:06,931 dangerous and others; 293 00:17:07,587 --> 00:17:10,870 help us be more effective, but don't supplant us. 294 00:17:11,341 --> 00:17:13,628 Being in Germany, we're reminded always 295 00:17:13,628 --> 00:17:17,603 that it's not that technologies exist that people decide to adopt them. 296 00:17:17,857 --> 00:17:19,471 It's society's attitude. 297 00:17:19,471 --> 00:17:23,204 Germany has banned nuclear power, It has banned GMOs. 298 00:17:23,530 --> 00:17:26,318 Many other places embrace these technologies. 299 00:17:27,075 --> 00:17:29,832 It's what we feel about these technologies that matters. 300 00:17:29,832 --> 00:17:34,368 It's how we feel we can control them, whether we feel that we're on top, 301 00:17:34,635 --> 00:17:37,363 which will shape the way that societies adopt them. 302 00:17:37,363 --> 00:17:41,753 And so, in education, it seems absolutely vital that we understand them. 303 00:17:41,753 --> 00:17:45,048 People need to understand what genetic modification is. 304 00:17:45,048 --> 00:17:48,632 People need to understand what DNA sequencing is. 305 00:17:48,632 --> 00:17:53,890 People need to understand these new, extremely powerful technologies, 306 00:17:53,890 --> 00:17:58,988 which will change the way we are and the choices we face going forward. 307 00:17:58,988 --> 00:18:03,845 There will be societal choices: do we want to create superhumans, or not? 308 00:18:04,079 --> 00:18:06,677 And if others do it, what is our attitude to that? 309 00:18:06,944 --> 00:18:11,019 These are choices that we will face, let alone the next generation. 310 00:18:11,019 --> 00:18:14,346 So this handshake, this understanding of technology, 311 00:18:14,346 --> 00:18:18,346 the literacy becomes more and more important, 312 00:18:18,346 --> 00:18:20,154 as well as the interconnectivity. 313 00:18:22,060 --> 00:18:26,896 As we will become wealthier, as we will become more connected, 314 00:18:27,696 --> 00:18:32,076 the spillovers of our choices get stronger and stronger. 315 00:18:32,636 --> 00:18:36,732 And we see this in many, many areas. We see -- 316 00:18:37,311 --> 00:18:41,459 -- sorry, I just want to go back to the slide before with the video, if I may -- 317 00:18:43,144 --> 00:18:51,935 (people arguing animatedly around a big tuna in Japanese, then clapping) 318 00:18:51,935 --> 00:18:54,691 (Goldin) This is the tuna market in Tokyo. 319 00:18:54,691 --> 00:18:59,184 This tuna was sold for about 1.5 million Euro. 320 00:18:59,674 --> 00:19:05,125 This the market's response to the scarcity of a natural resource. 321 00:19:05,771 --> 00:19:08,876 The price goes up, the tuna don't know how much they're worth, of course. 322 00:19:08,876 --> 00:19:10,928 They don't reproduce more when they're worth more. 323 00:19:11,488 --> 00:19:15,062 Hi-tech fishermen go and chase the remaining tuna 324 00:19:15,062 --> 00:19:16,463 and you get extinction. 325 00:19:16,463 --> 00:19:20,237 And the same thing, of course, with rhino and any natural resource. 326 00:19:20,432 --> 00:19:23,018 Natural resources don't understand markets. 327 00:19:23,503 --> 00:19:25,458 they are irrelevant to them. 328 00:19:25,879 --> 00:19:29,994 and so, as we go forward and we have a market system which determines choice, 329 00:19:29,994 --> 00:19:31,313 on the one hand, 330 00:19:31,313 --> 00:19:33,024 and more and more people with more wealth 331 00:19:33,024 --> 00:19:35,539 are claiming resources through this system. 332 00:19:35,539 --> 00:19:39,645 But on the other hand, we have the supply of natural resources, 333 00:19:39,645 --> 00:19:41,440 determined in totally different ways, 334 00:19:41,809 --> 00:19:45,191 we have a very serious problem of extinction. 335 00:19:46,657 --> 00:19:48,929 Governments are not very smart at this either. 336 00:19:48,929 --> 00:19:53,765 Thinking short term, they extract resource, 337 00:19:54,205 --> 00:19:55,922 often for the good of their people, 338 00:19:55,922 --> 00:19:58,415 but collectively, in the long term, a disaster. 339 00:19:58,415 --> 00:19:59,637 This is the Aral Sea. 340 00:19:59,937 --> 00:20:02,776 Peop-- countries, six countries doing the right thing, 341 00:20:02,776 --> 00:20:04,623 drawing water to feed their people. 342 00:20:04,958 --> 00:20:07,245 Collectively, a disaster. 343 00:20:07,520 --> 00:20:10,609 The examples of success -- and the Mediterranean is one -- 344 00:20:10,609 --> 00:20:15,630 where citizens, scientists, politicians, civil society movements 345 00:20:15,630 --> 00:20:18,160 came together and saved this. 346 00:20:18,160 --> 00:20:22,038 And with climate change, of course, we have this dramatic problem. 347 00:20:23,923 --> 00:20:27,759 What's happening in Paris this week is of huge significance 348 00:20:28,092 --> 00:20:29,842 to the future of the planet. 349 00:20:30,208 --> 00:20:33,906 But it's not enough; we need to do much more. 350 00:20:34,776 --> 00:20:37,855 And we need to do it in a way that allows people around the world 351 00:20:37,855 --> 00:20:39,653 to benefit from the things that we have. 352 00:20:39,653 --> 00:20:43,673 We've created 90% of the problem in the rich countries 353 00:20:44,633 --> 00:20:50,559 but 80%, already 70% of the flows, (check) growing to 80 over the next 15 years, 354 00:20:50,561 --> 00:20:52,827 will be coming from emerging markets. 355 00:20:52,827 --> 00:20:55,744 So how do we let the rest of the world clime the energy curve, 356 00:20:56,324 --> 00:21:01,238 while ensuring we keep global warming to below 2 degrees? 357 00:21:01,365 --> 00:21:08,335 These collective decisions, increasingly, will shape the way that the planet moves. 358 00:21:08,335 --> 00:21:10,094 Who's going to do this? 359 00:21:11,000 --> 00:21:15,898 This set of institutions is totally unfit for purpose. 360 00:21:15,898 --> 00:21:19,274 It was built in a different era, with different power structures. 361 00:21:20,724 --> 00:21:23,568 It is unable to meet the challenges of our time, 362 00:21:23,568 --> 00:21:27,727 and in some areas, like cyber there is no institution at all. 363 00:21:27,727 --> 00:21:31,648 Small changes, largely rearranging the furniture. 364 00:21:31,648 --> 00:21:34,250 (laughter) 365 00:21:34,668 --> 00:21:39,616 (Goldin) So I think of us as nations, like in a cabin within a big ocean liner, 366 00:21:39,616 --> 00:21:45,555 each in our little cabin, drifting with no captain, on Planet Earth's deck. 367 00:21:46,416 --> 00:21:51,361 Again, part of this is the result of extroardinarily positive changes. 368 00:21:51,778 --> 00:21:56,332 We're no longer in a world where twelve white men, smoking cigars, 369 00:21:56,332 --> 00:21:58,939 could sit in their room and decide the earth's future, 370 00:21:59,098 --> 00:22:01,089 as they did after the Second World War. 371 00:22:01,595 --> 00:22:05,878 New power balances mean we have to have a transition in power. 372 00:22:05,878 --> 00:22:09,292 But we're in this dangerous time where the old powers no longer rule 373 00:22:09,292 --> 00:22:12,841 and the new powers have not been able to step up to the plate. 374 00:22:12,841 --> 00:22:17,112 So it's a time of transition, it's a time where the big institutions, 375 00:22:17,112 --> 00:22:20,679 the best of them like the IMF, have proved themselves 376 00:22:21,251 --> 00:22:23,518 totally unfit for purpose. 377 00:22:23,905 --> 00:22:27,960 It requires citizens, it requires thinking in new ways 378 00:22:27,960 --> 00:22:29,491 to overcome this problem. 379 00:22:29,491 --> 00:22:31,480 Thinking which overcomes short-termism, 380 00:22:31,717 --> 00:22:36,106 be it in business or be it in our own decisions. 381 00:22:36,106 --> 00:22:39,259 We need to think long, because we're here for the long term 382 00:22:39,259 --> 00:22:43,191 and the kids of today will be here for at least the next century. 383 00:22:44,047 --> 00:22:48,831 How we do this and how we realize that our own decisions, increasingly, 384 00:22:49,291 --> 00:22:52,691 are entangled with others' is of course the critical question. 385 00:22:52,875 --> 00:22:56,316 What we see in the politics is a reversal. 386 00:22:57,448 --> 00:23:01,551 People feel the future is scary, uncertain. 387 00:23:01,846 --> 00:23:06,511 They feel that openness and connectivity makes them more vulnerable, 388 00:23:06,511 --> 00:23:07,641 and they're right. 389 00:23:07,893 --> 00:23:11,296 And so, we see this political revulsion with extremism growing 390 00:23:11,685 --> 00:23:15,576 in all countries, but certainly in Europe and in the US. 391 00:23:15,899 --> 00:23:20,176 People wanting to return to an age which they romanticize as being better: 392 00:23:21,288 --> 00:23:24,287 protectionist, nationalist, xenophobic. 393 00:23:25,046 --> 00:23:26,993 It's profoundly misguided. 394 00:23:27,637 --> 00:23:30,223 In order to ensure that we can manage this world, 395 00:23:30,444 --> 00:23:32,859 we need to be more connected, not less. 396 00:23:32,859 --> 00:23:37,224 We need to ensure that we're able to come together, but be protected; 397 00:23:37,921 --> 00:23:43,423 resilient, thinking together, and insuring that through our decisions 398 00:23:43,423 --> 00:23:46,971 we not only protect our own futures 399 00:23:47,419 --> 00:23:50,521 but protect those of others and the planet. 400 00:23:50,733 --> 00:24:01,279 Thank you. (Applause) 401 00:24:01,279 --> 00:24:04,555 If we can do all that, we can rock on to a happy old age. 402 00:24:04,555 --> 00:24:06,642 (Moderator) Ian, (laughs) thank you very much indeed. 403 00:24:06,642 --> 00:24:09,444 There's a lot of comments here, but there is one theme that is emerging. 404 00:24:09,444 --> 00:24:15,241 Let me just give you this one comment from Anastasia Brewer (check), I think it was? 405 00:24:15,646 --> 00:24:17,881 It's just nipped out as -- 406 00:24:18,324 --> 00:24:22,195 I want to pick up actually, really, on what David said right at the beginning 407 00:24:22,195 --> 00:24:24,876 about "Don't be afraid, don't be in denial" 408 00:24:25,075 --> 00:24:26,979 and this need for change, and what you said about 409 00:24:26,979 --> 00:24:31,258 the new normal will feel very strange in a few years' time, 410 00:24:31,258 --> 00:24:34,849 because Jeff Kortenbosch makes this comment: 411 00:24:34,849 --> 00:24:38,527 "A key skill set should be about adapting to rapid change, 412 00:24:38,527 --> 00:24:41,177 "to learn, unlearn and relearn." 413 00:24:41,177 --> 00:24:45,515 And the debate tonight is going to be about 21st century skills 414 00:24:45,515 --> 00:24:48,025 are not being taught in schools and should be. 415 00:24:48,025 --> 00:24:51,196 Now, much of the work in the Martin School is about behavior 416 00:24:51,787 --> 00:24:53,637 and about understanding how the brain works 417 00:24:53,637 --> 00:24:56,457 and adaptability and the fears of the second (check) generation 418 00:24:56,457 --> 00:24:58,806 to be able to adapt to this new shift, 419 00:24:58,806 --> 00:25:02,543 which is accelerating probably even faster than most realize. 420 00:25:03,118 --> 00:25:07,130 How optimistic can we be that actually, our human capacity can cope with this? 421 00:25:08,113 --> 00:25:10,143 (Goldin) Yes, this is the most difficult question. 422 00:25:10,753 --> 00:25:13,848 My sense is that the world is moving at a revolutionary speed 423 00:25:14,738 --> 00:25:20,311 and we and our institutions are evolutionary very slow adapters. 424 00:25:20,937 --> 00:25:25,869 My hope is that this concentration of knowledge which is being unleashed 425 00:25:25,869 --> 00:25:29,253 through the new connectivity and literacy will allow us to leapfrog. 426 00:25:29,253 --> 00:25:33,129 And we do see that, and we see signs of this in so many ways. 427 00:25:33,129 --> 00:25:35,537 So there's all sorts of exciting things, 428 00:25:35,537 --> 00:25:37,930 like the things we heard about earlier today, 429 00:25:37,930 --> 00:25:39,276 that are happening. 430 00:25:39,597 --> 00:25:42,715 The big question, and I think it's going to be partly a question that's resolved 431 00:25:42,715 --> 00:25:46,643 in Paris this week, is can we learn to cooperate on these big challenges. 432 00:25:46,643 --> 00:25:49,841 Are we able to give up some independence and sovereignty 433 00:25:49,841 --> 00:25:52,559 as individuals or as countries, 434 00:25:52,559 --> 00:25:55,408 to ensure that collectively, we'll all have a bigger future. 435 00:25:55,408 --> 00:25:57,726 Are we able take longer term-- (Moderator) What about the .... (check) 436 00:25:57,726 --> 00:26:00,724 and the ability and -- we've only got about 3 minutes to run now -- 437 00:26:00,724 --> 00:26:02,916 but what about the ability of the human being 438 00:26:02,916 --> 00:26:06,995 to cope with this enormity, particularly to adapt to the speed 439 00:26:06,995 --> 00:26:08,365 that the next generation, 440 00:26:08,365 --> 00:26:10,812 through the education process, will be expecting? 441 00:26:10,812 --> 00:26:12,213 (Goldin) Humans can do anything. 442 00:26:13,168 --> 00:26:19,162 In my college at Oxford Balliol, we had a third of the college giving their lives 443 00:26:19,162 --> 00:26:20,231 in the First World War, 444 00:26:20,231 --> 00:26:24,090 and about 20% of the college giving their lives in the Second World War 445 00:26:24,090 --> 00:26:26,477 to defend ideals of freedom. 446 00:26:27,710 --> 00:26:30,524 People are prepared to make the most extraordinary sacrifices, 447 00:26:30,524 --> 00:26:32,435 to change their lives fundamentally, 448 00:26:32,435 --> 00:26:34,740 if they believe that it's the right thing to do. 449 00:26:34,740 --> 00:26:36,038 (Moderator) Can they do it? (Goldin) Yes, they can. 450 00:26:36,038 --> 00:26:39,024 We've done it before, we can do it again: I'm absolutely convinced. 451 00:26:39,024 --> 00:26:42,375 (Applause) 452 00:26:42,375 --> 00:26:44,614 (Moderator) But again, I'm picking up and trying to bring together 453 00:26:44,614 --> 00:26:47,576 a number of themes here, but that -- what David said right at the beginning: 454 00:26:47,576 --> 00:26:49,542 "Don't be afraid, don't be in denial." 455 00:26:50,022 --> 00:26:54,142 That is achievable, is it, that kind of reversal with this scale of change, 456 00:26:54,142 --> 00:26:56,325 and the shift, the acceleration taking place? 457 00:26:57,529 --> 00:27:01,731 (Goldin) Yes. I think one has to open one's eyes 458 00:27:01,731 --> 00:27:04,345 before one can see what's happening around. 459 00:27:04,345 --> 00:27:07,410 And this pace of change is really what it's about. 460 00:27:07,410 --> 00:27:09,570 Are we able to appreciate 461 00:27:09,570 --> 00:27:12,123 this extraordinary moment in history we're in? 462 00:27:12,123 --> 00:27:15,831 This age of discovery, are we able to recognize it for what it is, 463 00:27:15,831 --> 00:27:18,368 and seize the opportunities that come with it? 464 00:27:19,044 --> 00:27:21,997 (Moderator) Yes, I'm going to stop there. I'm afraid you - because you ran too much, 465 00:27:21,997 --> 00:27:26,476 25 minutes, so the 30 minutes is up, so I have to stop you at that point 466 00:27:26,476 --> 00:27:29,352 because some people have begun to leave, there's coffee and everything else 467 00:27:29,352 --> 00:27:30,872 and a very tight schedule. 468 00:27:30,872 --> 00:27:35,524 Remember, this is going to be part of a big debate later tonight 469 00:27:35,524 --> 00:27:39,762 and also, let me underscore that everyone here can talk more about it. 470 00:27:39,762 --> 00:27:42,430 And indeed, David Price is signing his book, 471 00:27:42,430 --> 00:27:47,089 "How will we work, live and learn in the future?" at 13:05, 472 00:27:47,089 --> 00:27:50,246 and that's in Potsdam 3, 473 00:27:50,246 --> 00:27:55,774 and "Information doesn't want to be free", Cory is going to be speaking about that 474 00:27:55,774 --> 00:28:00,274 on copyright in the digital age, as well, at 12 o'clock. 475 00:28:00,678 --> 00:28:05,126 So, plenty: we've really burdened you with an enormous number of concepts. 476 00:28:05,126 --> 00:28:07,017 And David, can I tell you as well, 477 00:28:07,017 --> 00:28:11,433 there are large numbers of people who sent messages, admiring your battle 478 00:28:11,433 --> 00:28:13,460 and how you've won your battle on health. 479 00:28:13,670 --> 00:28:16,733 Can I thank you all very much indeed, and also for contributing 480 00:28:16,733 --> 00:28:20,321 some important comments and questions from the floor. 481 00:28:20,665 --> 00:28:23,258 It's coffee time. (Applause) 482 00:28:23,258 --> 00:28:29,488 [Recordings of this session will be uploaded to www.online-educa.com] 28:31