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 99:59:59,999 --> 99:59:59,999 Despite the world's population increasing by two billion over the last 25 years, 115 99:59:59,999 --> 99:59:59,999 the number of desperately poor people has gone down by about 300 million. 116 99:59:59,999 --> 99:59:59,999 This has never happened before. 117 99:59:59,999 --> 99:59:59,999 This is an incredible time, by far the best time to be alive. 118 99:59:59,999 --> 99:59:59,999 Just while you're here, your average life expectancy should increase 119 99:59:59,999 --> 99:59:59,999 by about 10 hours. 120 99:59:59,999 --> 99:59:59,999 That's the pace of progress: 121 99:59:59,999 --> 99:59:59,999 what you're learning, and what's happening in the labs. 122 99:59:59,999 --> 99:59:59,999 And it's that which makes me incredibly optimistic. 123 99:59:59,999 --> 99:59:59,999 This is the age of discovery, this is the new Renaissance. 124 99:59:59,999 --> 99:59:59,999 This is a period of creativity and technological change 125 99:59:59,999 --> 99:59:59,999 which hasn't been seen for 500 years. 126 99:59:59,999 --> 99:59:59,999 This is from my stem cell lab in the Oxford Martin School: 127 99:59:59,999 --> 99:59:59,999 the lab technician's skin turned into a heart cell. 128 99:59:59,999 --> 99:59:59,999 And this is one of the extraordinary things that's happening 129 99:59:59,999 --> 99:59:59,999 that makes one so excited about the future. 130 99:59:59,999 --> 99:59:59,999 A future of rising life expectancy, so children being born today 131 99:59:59,999 --> 99:59:59,999 in Berlin or elsewhere in Europe, will have life expectancies well over 100, 132 99:59:59,999 --> 99:59:59,999 and not having to worry about the things that I worry about, 133 99:59:59,999 --> 99:59:59,999 like Alzheimer's, Parkinson's and dementia. 134 99:59:59,999 --> 99:59:59,999 But what skills are they learning today that will help them shape this future, 135 99:59:59,999 --> 99:59:59,999 prepare for it, and will still be relevant in a hundred years time? 136 99:59:59,999 --> 99:59:59,999 It's those skills that you have the responsibility to help shape. 137 99:59:59,999 --> 99:59:59,999 We can imagine this glorious future, an extraordinary time in human history. 138 99:59:59,999 --> 99:59:59,999 But we can also realize 139 99:59:59,999 --> 99:59:59,999 that it could come very, very badly at stuck. 140 99:59:59,999 --> 99:59:59,999 I looked at the Renaissance for inspiration 141 99:59:59,999 --> 99:59:59,999 to try and understand how people interpreted these choices. 142 99:59:59,999 --> 99:59:59,999 That was a period of creative exceptionalism, 143 99:59:59,999 --> 99:59:59,999 scientific exceptionalism. 144 99:59:59,999 --> 99:59:59,999 And we think today of the iconic figures, the Michelangelos, the Da Vincis, 145 99:59:59,999 --> 99:59:59,999 the Copernicuses, 146 99:59:59,999 --> 99:59:59,999 discovering the earth went round the sun, not the other way round, 147 99:59:59,999 --> 99:59:59,999 fundamentally changing our understanding of ourselves in the universe 148 99:59:59,999 --> 99:59:59,999 in ways that will happen in our lifetimes. 149 99:59:59,999 --> 99:59:59,999 Fundamental changes which lead to Humanism, 150 99:59:59,999 --> 99:59:59,999 Enlightenment and many, many other things, 151 99:59:59,999 --> 99:59:59,999 spurred by technologies. 152 99:59:59,999 --> 99:59:59,999 Then, it was the Gutenberg press. 153 99:59:59,999 --> 99:59:59,999 Simple ideas travel very rapidly. 154 99:59:59,999 --> 99:59:59,999 Until then only monks could read and write, 155 99:59:59,999 --> 99:59:59,999 in Latin, in their monasteries. 156 99:59:59,999 --> 99:59:59,999 Less than half of 1% of the world was literate. 157 99:59:59,999 --> 99:59:59,999 There was nothing to read -- and it was in Latin. 158 99:59:59,999 --> 99:59:59,999 And then, this invention lead to a whole new way of thinking. 159 99:59:59,999 --> 99:59:59,999 Ideas traveled, people could learn in their own languages, 160 99:59:59,999 --> 99:59:59,999 and we had the Renaissance. 161 99:59:59,999 --> 99:59:59,999 We also had the development of nationalism 162 99:59:59,999 --> 99:59:59,999 because people could identify. 163 99:59:59,999 --> 99:59:59,999 and of course, massive technological push-back. 164 99:59:59,999 --> 99:59:59,999 The Bonfire of the Vanities, the burning of books, 165 99:59:59,999 --> 99:59:59,999 not far from here and across Europe. 166 99:59:59,999 --> 99:59:59,999 Destruction of presses, religious fundamentalism, 167 99:59:59,999 --> 99:59:59,999 extremism, religious wars for 150 years. 168 99:59:59,999 --> 99:59:59,999 Now if you recall those curves I put up, 169 99:59:59,999 --> 99:59:59,999 of the long trajectory of income growth and population growth, 170 99:59:59,999 --> 99:59:59,999 but the Renaissance did not figure. 171 99:59:59,999 --> 99:59:59,999 It was a non-event, it lead to no improvements 172 99:59:59,999 --> 99:59:59,999 in people's welfare in Europe or beyond. 173 99:59:59,999 --> 99:59:59,999 Are we different? 174 99:59:59,999 --> 99:59:59,999 Can we embrace our technologies in ways that lead to sustained progress? 175 99:59:59,999 --> 99:59:59,999 And there are two things I worry about in this respect. 176 99:59:59,999 --> 99:59:59,999 First, while the walls have gone down between societies, 177 99:59:59,999 --> 99:59:59,999 within societies, the walls are going up everywhere. 178 99:59:59,999 --> 99:59:59,999 All countries are experiencing rising inequality. 179 99:59:59,999 --> 99:59:59,999 Why is this? 180 99:59:59,999 --> 99:59:59,999 It's because the pace of progress is so fast at the frontier 181 99:59:59,999 --> 99:59:59,999 that this process of integration -- some call it globalization -- 182 99:59:59,999 --> 99:59:59,999 has led to such rapid change that if you aren't on the frontier, 183 99:59:59,999 --> 99:59:59,999 if you don't have the skills, the mobility, the attitude to change, 184 99:59:59,999 --> 99:59:59,999 to adapt, to grab new things, you're left further and further behind. 185 99:59:59,999 --> 99:59:59,999 If you're in the wrong place, with the wrong skills at the wrong time, 186 99:59:59,999 --> 99:59:59,999 or you're too old, you're left further and further behind. 187 99:59:59,999 --> 99:59:59,999 And so we see in all societies rising inequality. 188 99:59:59,999 --> 99:59:59,999 And some people have been able to capture the goods of globalization. 189 99:59:59,999 --> 99:59:59,999 They've been able to park their money, 190 99:59:59,999 --> 99:59:59,999 whether they are a corporation in Bermuda or somewhere, 191 99:59:59,999 --> 99:59:59,999 or an individual in Monaco or Lichtenstein or Luxembourg. 192 99:59:59,999 --> 99:59:59,999 And so governments are becoming less and less able 193 99:59:59,999 --> 99:59:59,999 to tax their citizens and tax their corporates 194 99:59:59,999 --> 99:59:59,999 and less able to fund education, health, infrastructure, 195 99:59:59,999 --> 99:59:59,999 and the other things we need. 196 99:59:59,999 --> 99:59:59,999 And the second big problem of this integration process 197 99:59:59,999 --> 99:59:59,999 is when things connect. 198 99:59:59,999 --> 99:59:59,999 Unfortunately, not only good stuff connects. 199 99:59:59,999 --> 99:59:59,999 Rarely, bad stuff connects too. 200 99:59:59,999 --> 99:59:59,999 And so the question is how do we have this complex, dense, intertwined system 201 99:59:59,999 --> 99:59:59,999 without becoming overwhelmed by it? 202 99:59:59,999 --> 99:59:59,999 Are we able to manage our interdependencies 203 99:59:59,999 --> 99:59:59,999 in ways that will be sustained and benefit us, 204 99:59:59,999 --> 99:59:59,999 or will they overwhelm us? 205 99:59:59,999 --> 99:59:59,999 And this is both the intended consequences which lead 206 99:59:59,999 --> 99:59:59,999 to unintended bads. 207 99:59:59,999 --> 99:59:59,999 Our intended consequence of using more antibiotics around the world 208 99:59:59,999 --> 99:59:59,999 leading to antibiotic resistance. 209 99:59:59,999 --> 99:59:59,999 Or as our energy growth grows around the world 210 99:59:59,999 --> 99:59:59,999 because people are escaping poverty, leading to climate change. 211 99:59:59,999 --> 99:59:59,999 Or as our resource use increases because people are consuming more food, 212 99:59:59,999 --> 99:59:59,999 leading to resource depletion. 213 99:59:59,999 --> 99:59:59,999 And the unintended consequences, banks which spread around the globe 214 99:59:59,999 --> 99:59:59,999 becoming centers of cascading risk and financial crisis. 215 99:59:59,999 --> 99:59:59,999 Airports spreading pandemics, what I call the butterfly defect of globalization. 216 99:59:59,999 --> 99:59:59,999 The spreading of risk is not a new idea. 217 99:59:59,999 --> 99:59:59,999 We think in England that a rat coming off a ship in Liverpool 218 99:59:59,999 --> 99:59:59,999 might have killed half the British population in the Black Death. 219 99:59:59,999 --> 99:59:59,999 Early globalization leading to systemic risk. 220 99:59:59,999 --> 99:59:59,999 But what's new is the pace and scale of the change. 221 99:59:59,999 --> 99:59:59,999 So the swine flu that starts in Mexico City 222 99:59:59,999 --> 99:59:59,999 in 160 countries in thirty days. 223 99:59:59,999 --> 99:59:59,999 And the emerging infections group in the Oxford Martin School 224 99:59:59,999 --> 99:59:59,999 has modeled spread of this with airline traffic 225 99:59:59,999 --> 99:59:59,999 and shown it exactly replicates. 226 99:59:59,999 --> 99:59:59,999 So the super-spreaders of the good of globalization 227 99:59:59,999 --> 99:59:59,999 like JFK, Heathrow, Frankfurt, and other great airports 228 99:59:59,999 --> 99:59:59,999 become the super-spreaders of the bads, in this case, pandemics. 229 99:59:59,999 --> 99:59:59,999 And in the cybersphere, of course, we see this dramatically, 230 99:59:59,999 --> 99:59:59,999 that anything can be instantaneously elsewhere, be it good or be it bad. 231 99:59:59,999 --> 99:59:59,999 In finance, we've seen a dramatic indication of this, 232 99:59:59,999 --> 99:59:59,999 this collapsing system starting from a subprime crisis in the US 233 99:59:59,999 --> 99:59:59,999 leading to 100 million people laid off in work from work around the world. 234 99:59:59,999 --> 99:59:59,999 So what happens somewhere dramatically affecting people 235 99:59:59,999 --> 99:59:59,999 on the other side of the world in the same way that my life 236 99:59:59,999 --> 99:59:59,999 was shaped, but sometimes with disastrous consequences. 237 99:59:59,999 --> 99:59:59,999 And what the financial system also teaches us is the rising power of individuals. 238 99:59:59,999 --> 99:59:59,999 These new technologies give individuals simply unprecedented powers. 239 99:59:59,999 --> 99:59:59,999 Barings Bank had existed for 200 years. 240 99:59:59,999 --> 99:59:59,999 It had withstood the most amazing technological, political, and other changes, 241 99:59:59,999 --> 99:59:59,999 and one young man, Nick Leeson, having some fun, a bit of trading, 242 99:59:59,999 --> 99:59:59,999 managed to bring it down. 243 99:59:59,999 --> 99:59:59,999 And the same thing almost happened in Societe Generale with Jerome Kerviel, 244 99:59:59,999 --> 99:59:59,999 JP Morgan, UBS, and many others. 245 99:59:59,999 --> 99:59:59,999 We see that these individuals now have power in new ways. 246 99:59:59,999 --> 99:59:59,999 And of course, individuals can also in new ways, develop biopathogens 247 99:59:59,999 --> 99:59:59,999 using a DNA sequencing which is going down exponentially in price, 248 99:59:59,999 --> 99:59:59,999 a single individual now can build something using 249 99:59:59,999 --> 99:59:59,999 a technology like a drone to distribute it, and kill perhaps tens, 250 99:59:59,999 --> 99:59:59,999 if not hundreds of millions of people. 251 99:59:59,999 --> 99:59:59,999 This new capability, this new power of individuals has changed 252 99:59:59,999 --> 99:59:59,999 so that nation states are becoming less and less powerful 253 99:59:59,999 --> 99:59:59,999 relative to the power of individuals. 254 99:59:59,999 --> 99:59:59,999 And there are seven billion of us growing to nine billion 255 99:59:59,999 --> 99:59:59,999 over the next 35 years. 256 99:59:59,999 --> 99:59:59,999 Within the cybersphere, we see this dramatically, 257 99:59:59,999 --> 99:59:59,999 how small groups can cause mayhem, steal all our records, 258 99:59:59,999 --> 99:59:59,999 open our bank accounts, 259 99:59:59,999 --> 99:59:59,999 They'll be opening our front door locks, controlling our vehicle-to-vehicle 260 99:59:59,999 --> 99:59:59,999 communication, etc. 261 99:59:59,999 --> 99:59:59,999 Understanding how we build systems which liberate us, and yet 262 99:59:59,999 --> 99:59:59,999 we do not become slaves or vulnerable to, is the central question. 263 99:59:59,999 --> 99:59:59,999 Can we create interdependent systems where we are in control, 264 99:59:59,999 --> 99:59:59,999 and what does that mean? 265 99:59:59,999 --> 99:59:59,999 And that education process requires a new understanding of responsibility. 266 99:59:59,999 --> 99:59:59,999 As these technologies pervade into our bodies and everything we do, 267 99:59:59,999 --> 99:59:59,999 it becomes more and more important. 268 99:59:59,999 --> 99:59:59,999 Trust, integrity, judgment, these old things become more 269 99:59:59,999 --> 99:59:59,999 and more important. 270 99:59:59,999 --> 99:59:59,999 The financial crisis was characterized by a number of remarkable things. 271 99:59:59,999 --> 99:59:59,999 Over 250,000 extremely well-paid people in the central banks of the world 272 99:59:59,999 --> 99:59:59,999 in the IMF and other institutions with this enormous amount of data 273 99:59:59,999 --> 99:59:59,999 do not see it coming. 274 99:59:59,999 --> 99:59:59,999 Too much data, too little integrity. 275 99:59:59,999 --> 99:59:59,999 And as machines begin to take our jobs 276 99:59:59,999 --> 99:59:59,999 -- and one of my groups in the Oxford Martin School has said that 47% of US jobs 277 99:59:59,999 --> 99:59:59,999 will be lost to machine intelligence over the next 20 years -- 278 99:59:59,999 --> 99:59:59,999 people will increasingly see machine intelligence as a threat 279 99:59:59,999 --> 99:59:59,999 not only to their bank accounts and other systems, 280 99:59:59,999 --> 99:59:59,999 but to their jobs and their careers. 281 99:59:59,999 --> 99:59:59,999 And so, how do we create education systems where we are not vulnerable 282 99:59:59,999 --> 99:59:59,999 to automation taking our jobs? (16:33) 283 99:59:59,999 --> 99:59:59,999 And the answer is, we need to do things which are not automatable. 284 99:59:59,999 --> 99:59:59,999 What does that mean? 285 99:59:59,999 --> 99:59:59,999 It means creativity, dexterity, empathy, judgment 286 99:59:59,999 --> 99:59:59,999 and that's what will keep us different from machines 287 99:59:59,999 --> 99:59:59,999 for at least the next 50 years. 288 99:59:59,999 --> 99:59:59,999 So, creating an environment where machines complement our abilities, 289 99:59:59,999 --> 99:59:59,999 help us, do many of the things 290 99:59:59,999 --> 99:59:59,999 that are really, in many ways, inhumane for people to be doing, 291 99:59:59,999 --> 99:59:59,999 dangerous and others; 292 99:59:59,999 --> 99:59:59,999 help us be more effective, but don't supplant us. 293 99:59:59,999 --> 99:59:59,999 Being in Germany, we're reminded always 294 99:59:59,999 --> 99:59:59,999 that it's not that technologies exist that people decide to adopt them. 295 99:59:59,999 --> 99:59:59,999 It's society's attitude. 296 99:59:59,999 --> 99:59:59,999 Germany has banned nuclear power, It has banned GMOs. 297 99:59:59,999 --> 99:59:59,999 Many other places embrace these technologies. 298 99:59:59,999 --> 99:59:59,999 It's what we feel about these technologies that matters. 299 99:59:59,999 --> 99:59:59,999 It's how we feel we can control them, whether we feel that we're on top, 300 99:59:59,999 --> 99:59:59,999 which will shape the way that societies adopt them. 301 99:59:59,999 --> 99:59:59,999 And so, in education, it seems absolutely vital that we understand them. 302 99:59:59,999 --> 99:59:59,999 People need to understand what genetic modification is. 303 99:59:59,999 --> 99:59:59,999 People need to understand what DNA sequencing is. 304 99:59:59,999 --> 99:59:59,999 People need to understand these new, extremely powerful technologies, 305 99:59:59,999 --> 99:59:59,999 which will change the way we are and the choices we face going forward. 306 99:59:59,999 --> 99:59:59,999 There will be societal choices: do we want to create superhumans, or not? 307 99:59:59,999 --> 99:59:59,999 And if others do it, what is our attitude to that? 308 99:59:59,999 --> 99:59:59,999 These are choices that we will face, let alone the next generation. 309 99:59:59,999 --> 99:59:59,999 So this handshake, this understanding of technology, 310 99:59:59,999 --> 99:59:59,999 the literacy becomes more and more important, 311 99:59:59,999 --> 99:59:59,999 as well as the interconnectivity. 312 99:59:59,999 --> 99:59:59,999 As we will become wealthier, as we will become more connected, 313 99:59:59,999 --> 99:59:59,999 the spillovers of our choices get stronger and stronger. 314 99:59:59,999 --> 99:59:59,999 And we see this in many, many areas. We see -- 315 99:59:59,999 --> 99:59:59,999 -- sorry, I just want to go back to the slide before with the video, if I may -- 316 99:59:59,999 --> 99:59:59,999 (people arguing animatedly around a big tuna in Japanese, then clapping) 317 99:59:59,999 --> 99:59:59,999 (Goldin) This is the tuna market in Tokyo. 318 99:59:59,999 --> 99:59:59,999 This tuna was sold for about 1.5 million Euro. 319 99:59:59,999 --> 99:59:59,999 This the market's response to the scarcity of a natural resource. 320 99:59:59,999 --> 99:59:59,999 The price goes up, the tuna don't know how much they're worth, of course. 321 99:59:59,999 --> 99:59:59,999 They don't reproduce more when they're worth more. 322 99:59:59,999 --> 99:59:59,999 Hi-tech fishermen go and chase the remaining tuna 323 99:59:59,999 --> 99:59:59,999 and you get extinction. 324 99:59:59,999 --> 99:59:59,999 And the same thing, of course, with rhino and any natural resource. 325 99:59:59,999 --> 99:59:59,999 Natural resources don't understand markets. 326 99:59:59,999 --> 99:59:59,999 they are irrelevant to them. 327 99:59:59,999 --> 99:59:59,999 and so, as we go forward and we have a market system which determines choice, 328 99:59:59,999 --> 99:59:59,999 on the one hand, 329 99:59:59,999 --> 99:59:59,999 and more and more people with more wealth 330 99:59:59,999 --> 99:59:59,999 are claiming resources through this system. 331 99:59:59,999 --> 99:59:59,999 But on the other hand, we have the supply of natural resources, 332 99:59:59,999 --> 99:59:59,999 determined in totally different ways, 333 99:59:59,999 --> 99:59:59,999 we have a very serious problem of extinction. 334 99:59:59,999 --> 99:59:59,999 Governments are not very smart at this either. 335 99:59:59,999 --> 99:59:59,999 Thinking short term, they extract resource, 336 99:59:59,999 --> 99:59:59,999 often for the good of their people, 337 99:59:59,999 --> 99:59:59,999 but collectively, in the long term, a disaster. 338 99:59:59,999 --> 99:59:59,999 This is the Aral Sea. 339 99:59:59,999 --> 99:59:59,999 Peop-- countries, six countries doing the right thing, 340 99:59:59,999 --> 99:59:59,999 drawing water to feed their people. 341 99:59:59,999 --> 99:59:59,999 Collectively, a disaster. 342 99:59:59,999 --> 99:59:59,999 The examples of success -- and the Mediterranean is one -- 343 99:59:59,999 --> 99:59:59,999 where citizens, scientists, politicians, civil society movements came together 344 99:59:59,999 --> 99:59:59,999 and saved this. 345 99:59:59,999 --> 99:59:59,999 And with climate change, of course, we have this dramatic problem. 346 99:59:59,999 --> 99:59:59,999 What's happening in Paris this week is of huge significance 347 99:59:59,999 --> 99:59:59,999 to the future of the planet. 348 99:59:59,999 --> 99:59:59,999 But it's not enough; we need to do much more. 349 99:59:59,999 --> 99:59:59,999 And we need to do it in a way that allows people around the world 350 99:59:59,999 --> 99:59:59,999 to benefit from the things that we have. 351 99:59:59,999 --> 99:59:59,999 We've created 90% of the problem in the rich countries 352 99:59:59,999 --> 99:59:59,999 but 80%, already 70% of the flows, (check) growing to 80 over the next 15 years, 353 99:59:59,999 --> 99:59:59,999 will be coming from emerging markets. 354 99:59:59,999 --> 99:59:59,999 So how do we let the rest of the world clime the energy curve, 355 99:59:59,999 --> 99:59:59,999 while ensuring we keep global warming to below 2 degrees? 356 99:59:59,999 --> 99:59:59,999 These collective decisions, increasingly, will shape the way that the planet moves. 357 99:59:59,999 --> 99:59:59,999 Who's going to do this? 358 99:59:59,999 --> 99:59:59,999 This set of institutions is totally unfit for purpose. 359 99:59:59,999 --> 99:59:59,999 It was built in a different era, with different power structures. 360 99:59:59,999 --> 99:59:59,999 It is unable to meet the challenges of our time, 361 99:59:59,999 --> 99:59:59,999 and in some areas, like cyber (check) there is no institution at all. 362 99:59:59,999 --> 99:59:59,999 Small changes, largely rearranging the furniture. 363 99:59:59,999 --> 99:59:59,999 (laughter) 364 99:59:59,999 --> 99:59:59,999 (Goldin) So I think of us as nations, like in a cabin within a big ocean liner, 365 99:59:59,999 --> 99:59:59,999 each in our little cabin, drifting with no captain, on Planet Earth's deck. 366 99:59:59,999 --> 99:59:59,999 Again, part of this is the result of extroardinarily positive changes. 367 99:59:59,999 --> 99:59:59,999 We're no longer in a world where twelve white men, smoking cigars, 368 99:59:59,999 --> 99:59:59,999 could sit in their room and decide the earth's future, 369 99:59:59,999 --> 99:59:59,999 as they did after the Second World War. 370 99:59:59,999 --> 99:59:59,999 New power balances mean we have to have a transition in power. 371 99:59:59,999 --> 99:59:59,999 But we're in this dangerous time where the old powers no longer rule 372 99:59:59,999 --> 99:59:59,999 and the new powers have not been able to step up to the plate. 373 99:59:59,999 --> 99:59:59,999 So it's a time of transition, it's a time where the big institutions, 374 99:59:59,999 --> 99:59:59,999 the best of them like the IMF, have proved themselves 375 99:59:59,999 --> 99:59:59,999 totally unfit for purpose. 376 99:59:59,999 --> 99:59:59,999 It requires citizens, it requires thinking in new ways 377 99:59:59,999 --> 99:59:59,999 to overcome this problem. 378 99:59:59,999 --> 99:59:59,999 Thinking which overcomes short-termism, 379 99:59:59,999 --> 99:59:59,999 be it in business or be it in our own decisions. 380 99:59:59,999 --> 99:59:59,999 We need to think long, because we're here for the long term 381 99:59:59,999 --> 99:59:59,999 and the kids of today will be here for at least the next century. 382 99:59:59,999 --> 99:59:59,999 How we do this and how we realize that our own decisions, increasingly, 383 99:59:59,999 --> 99:59:59,999 are entangled with others' is of course the critical question. 384 99:59:59,999 --> 99:59:59,999 What we see in the politics is a reversal. 385 99:59:59,999 --> 99:59:59,999 People feel the future is scary, uncertain. 386 99:59:59,999 --> 99:59:59,999 They feel that openness and connectivity makes them more vulnerable, 387 99:59:59,999 --> 99:59:59,999 and they're right. 388 99:59:59,999 --> 99:59:59,999 And so, we see this political revulsion with extremism growing 389 99:59:59,999 --> 99:59:59,999 in all countries, but certainly in Europe and in the US. 390 99:59:59,999 --> 99:59:59,999 People wanting to return to an age which they romanticize as being better: 391 99:59:59,999 --> 99:59:59,999 protectionist, nationalist, xenophobic. 392 99:59:59,999 --> 99:59:59,999 It's profoundly misguided. 393 99:59:59,999 --> 99:59:59,999 In order to ensure that we can manage this world, 394 99:59:59,999 --> 99:59:59,999 we need to be more connected, not less. 395 99:59:59,999 --> 99:59:59,999 We need to ensure that we're able to come together, but be protected; 396 99:59:59,999 --> 99:59:59,999 resilient, thinking together, and insuring that through our decisions 397 99:59:59,999 --> 99:59:59,999 we not only protect our own futures but protect those of others, and the planet. 398 99:59:59,999 --> 99:59:59,999 Thank you. (Applause) 399 99:59:59,999 --> 99:59:59,999 If we can do all that, we can rock on to a happy old age. 400 99:59:59,999 --> 99:59:59,999 (Moderator) (laughs) Thank you very much indeed. 401 99:59:59,999 --> 99:59:59,999 There's (check) a lot of comments here but there is one theme that is emerging. 402 99:59:59,999 --> 99:59:59,999 Let me just give you this one comment from Anastasia Brua (check), I think it was? 403 99:59:59,999 --> 99:59:59,999 It's just nipped out as -- 404 99:59:59,999 --> 99:59:59,999 I want to pick up actually, really, on what David said right at the beginning 405 99:59:59,999 --> 99:59:59,999 about "Don't be afraid, don't be in denial" 406 99:59:59,999 --> 99:59:59,999 and this need for change, 407 99:59:59,999 --> 99:59:59,999 and what you said about the new normal will feel very strange 408 99:59:59,999 --> 99:59:59,999 in a few years' time, 409 99:59:59,999 --> 99:59:59,999 because Jeff Kortenbush (check) makes this comment: 410 99:59:59,999 --> 99:59:59,999 "A key skill set should be about adapting to rapid change, 411 99:59:59,999 --> 99:59:59,999 "to learn, unlearn and relearn." 412 99:59:59,999 --> 99:59:59,999 And the debate tonight is going to be about 21st century skills 413 99:59:59,999 --> 99:59:59,999 are not being taught in schools and should be. 414 99:59:59,999 --> 99:59:59,999 Now, much of the work in the Martin School is about behavior 415 99:59:59,999 --> 99:59:59,999 and about understanding how the brain works 416 99:59:59,999 --> 99:59:59,999 and adaptability and the fears of the second (check) generation 417 99:59:59,999 --> 99:59:59,999 to be able to adapt to this new shift, 418 99:59:59,999 --> 99:59:59,999 which is accelerating probably even faster than most realize. 419 99:59:59,999 --> 99:59:59,999 How optimistic can we be that actually, our human capacity can cope with this? 420 99:59:59,999 --> 99:59:59,999 (Goldin) Yes, this is the most difficult question. 421 99:59:59,999 --> 99:59:59,999 My sense is that the world is moving at a revolutionary speed 422 99:59:59,999 --> 99:59:59,999 and we and our institutions are evolutionary very slow adapters. 423 99:59:59,999 --> 99:59:59,999 My hope is that this concentration of knowledge which is being unleashed 424 99:59:59,999 --> 99:59:59,999 through the new connectivity and literacy will allow us to leapfrog. 425 99:59:59,999 --> 99:59:59,999 And we do see that, and we see signs of this in so many ways. 426 99:59:59,999 --> 99:59:59,999 So there's all sorts of exciting things, 427 99:59:59,999 --> 99:59:59,999 like the things we heard about earlier today, 428 99:59:59,999 --> 99:59:59,999 that are happening. 429 99:59:59,999 --> 99:59:59,999 The big question, and I think it's going to be partly a question that's resolved 430 99:59:59,999 --> 99:59:59,999 in Paris this week, is can we learn to cooperate on these big challenges. 431 99:59:59,999 --> 99:59:59,999 Are we able to give up some independence and sovereignty 432 99:59:59,999 --> 99:59:59,999 as individuals or as countries, 433 99:59:59,999 --> 99:59:59,999 to ensure that collectively, we'll all have a bigger future. 434 99:59:59,999 --> 99:59:59,999 Are we able take longer term-- (Moderator) What about the .... (check) 435 99:59:59,999 --> 99:59:59,999 and the ability and -- we've only got about 3 minutes to run now -- 436 99:59:59,999 --> 99:59:59,999 but what about the ability of the human being 437 99:59:59,999 --> 99:59:59,999 to cope with this enormity, particularly to adapt to the speed 438 99:59:59,999 --> 99:59:59,999 that the next generation, through the education process, 439 99:59:59,999 --> 99:59:59,999 will be expecting? 440 99:59:59,999 --> 99:59:59,999 (Goldin) Humans can do anything. 441 99:59:59,999 --> 99:59:59,999 In my college at Oxford Balliol, we had a third of the college giving their lives 442 99:59:59,999 --> 99:59:59,999 in the First World War, 443 99:59:59,999 --> 99:59:59,999 and about 20% of the college giving their lives in the Second World War 444 99:59:59,999 --> 99:59:59,999 to defend ideals of freedom. 445 99:59:59,999 --> 99:59:59,999 People are prepared to make the most extraordinary sacrifices, 446 99:59:59,999 --> 99:59:59,999 to change their lives fundamentally, 447 99:59:59,999 --> 99:59:59,999 if they believe that it's the right thing to do. 448 99:59:59,999 --> 99:59:59,999 (Moderator) Can they do it? (Goldin), Yes, they can. 449 99:59:59,999 --> 99:59:59,999 We've done it before, we can do it again: I'm absolutely convinced. 450 99:59:59,999 --> 99:59:59,999 (Applause) 451 99:59:59,999 --> 99:59:59,999 (Moderator) But again, I'm picking up and trying to bring together 452 99:59:59,999 --> 99:59:59,999 a number of themes here, but that -- what David said right at the beginning: 453 99:59:59,999 --> 99:59:59,999 "Don't be afraid, don't be in denial." 454 99:59:59,999 --> 99:59:59,999 That is achievable, is it, that kind of reversal with this scale of change, 455 99:59:59,999 --> 99:59:59,999 and the shift, the acceleration taking place? 456 99:59:59,999 --> 99:59:59,999 (Goldin) Yes. I think one has to open one's eyes 457 99:59:59,999 --> 99:59:59,999 before one can see what's happening around. 458 99:59:59,999 --> 99:59:59,999 And this pace of change is really what it's about. 459 99:59:59,999 --> 99:59:59,999 Are we able to appreciate 460 99:59:59,999 --> 99:59:59,999 this extraordinary moment in history we're in? 461 99:59:59,999 --> 99:59:59,999 This age of discovery, are we able to recognize it for what it is, 462 99:59:59,999 --> 99:59:59,999 and seize the opportunities that come with it? 463 99:59:59,999 --> 99:59:59,999 (Moderator) Yes, I'm going to stop there. I'm afraid you - because you ran too much, 464 99:59:59,999 --> 99:59:59,999 25 minutes, so the 30 minutes is up, so I have to stop you at that point 465 99:59:59,999 --> 99:59:59,999 because some people have begun to leave, there's coffee and everything else 466 99:59:59,999 --> 99:59:59,999 and a very tight schedule. 467 99:59:59,999 --> 99:59:59,999 Remember, this is going to be part of a big debate later tonight 468 99:59:59,999 --> 99:59:59,999 and also, let me underscore that everyone here can talk more about it. 469 99:59:59,999 --> 99:59:59,999 And indeed, David Price is signing his book, 470 99:59:59,999 --> 99:59:59,999 "How will we work, live and learn in the future?" at 13:05, 471 99:59:59,999 --> 99:59:59,999 and that's in Potsdam 3, 472 99:59:59,999 --> 99:59:59,999 and "Information doesn't want to be free", Cory is going to be speaking about that 473 99:59:59,999 --> 99:59:59,999 on copyright in the digital age, as well, at 12 o'clock. 474 99:59:59,999 --> 99:59:59,999 So, plenty: we've really burdened you with an enormous number of concepts. 475 99:59:59,999 --> 99:59:59,999 And David, can I tell you as well, 476 99:59:59,999 --> 99:59:59,999 there are large numbers of people who sent messages, admiring your battle 477 99:59:59,999 --> 99:59:59,999 and how you've won your battle on health. 478 99:59:59,999 --> 99:59:59,999 Can I thank you all very much indeed, and also for contributing 479 99:59:59,999 --> 99:59:59,999 some important comments and questions from the floor. 480 99:59:59,999 --> 99:59:59,999 It's coffee time. (Applause) 481 99:59:59,999 --> 99:59:59,999 [Recordings of this session will be uploaded to www.online-educa.com] 28:31