Artificial Intelligence — 60 Minutes Full Episodes

[00:00:00] Speaker 1: Despite what you hear about artificial intelligence, machines still can't think like a human. But in the last few years, they have become capable of learning. And suddenly, our devices have opened their eyes and ears, and cars have taken the wheel. Today, artificial intelligence is not as good as you hope and not as bad as you fear. But humanity is accelerating into a future that few can predict. That's why so many people are desperate to meet Kai-Fu Lee, the Oracle of AI. Kai-Fu Lee is in there somewhere, in a selfie scrum at a Beijing Internet conference. 50 million social media followers want to be seen in the same frame because of his talent for engineering, and genius for wealth. I wonder, do you think people around the world have any idea what's coming in artificial intelligence? [00:01:16] Speaker 2: Kai-Fu Lee: I think most people have no idea, and many people have the wrong idea. But you do believe it's going to change the world? Kai-Fu Lee: I believe it's going to change the world more than anything in the history of mankind, more than electricity. [00:01:29] Speaker 1: Lee believes the best place to be an AI capitalist is Communist China. His Beijing venture capital firm manufactures billionaires. Kai-Fu Lee: These are the entrepreneurs that we funded. He's funded 140 AI startups. Kai-Fu Lee: We have about $10 billion companies here. Kai-Fu Lee: Ten $1 billion companies that you funded? Kai-Fu Lee: Yes, including a few $10 billion companies. Kai-Fu Lee: In 2017, China attracted half of all AI capital in the world. Kai-Fu Lee: One of Lee's investments is Face++, not affiliated with Facebook. Kai-Fu Lee: Its visual recognition system smothered me to guess my age. Kai-Fu Lee: It settled on 61, which was wrong. Kai-Fu Lee: I wouldn't be 61 for days. Kai-Fu Lee: On the street, Face++ nailed everything that moved. Kai-Fu Lee: It's a kind of artificial intelligence that has been made possible by three innovations. Kai-Fu Lee: Super-fast computer chips, all the world's data now available online, Kai-Fu Lee: and a revolution in programming called deep learning. Kai-Fu Lee: Computers used to be given rigid instructions. Kai-Fu Lee: Now they're programmed to learn on their own. [00:02:46] Speaker 2: Kai-Fu Lee: In the early days of AI, people tried to program the AI with how people think. Kai-Fu Lee: So I would write a program to say measure the size of the eyes and their distance, Kai-Fu Lee: measure the size of the nose, measure the shape of the face, Kai-Fu Lee: and then if these things match, then this is Larry and that's John. Kai-Fu Lee: But today, you just take all the pictures of Larry and John Kai-Fu Lee: and you tell the system, go at it. Kai-Fu Lee: Now you figure out what separates Larry from John. [00:03:14] Speaker 1: Kai-Fu Lee: Let's say you want the computer to be able to pick men out of a crowd Kai-Fu Lee: and describe their clothing. Kai-Fu Lee: Well, you simply show the computer 10 million pictures of men Kai-Fu Lee: in various kinds of dress. Kai-Fu Lee: That's what they mean by deep learning. Kai-Fu Lee: It's not intelligence so much. Kai-Fu Lee: It's just the brute force of data, having 10 million examples to choose from. Kai-Fu Lee: So Face Plus Plus tagged me as male. Kai-Fu Lee: Short hair, black long sleeves, black long pants. Kai-Fu Lee: It's wrong about my gray suit, and this is exactly how it learns. Kai-Fu Lee: When engineers discover that error, they'll show the computer a million gray suits, Kai-Fu Lee: and it won't make that mistake again. [00:04:02] Speaker 3: Kai-Fu Lee: Over a thousand classrooms. [00:04:04] Speaker 1: Kai-Fu Lee: Another recognition system we saw, or saw us, Kai-Fu Lee: is learning not just who you are, but how you feel. Kai-Fu Lee: Now, what are all the dots on the screen, the dots over our eyes and our mouths? Kai-Fu Lee: Sure. [00:04:18] Speaker 2: Kai-Fu Lee: The computer keeps track all the feature points on the face. [00:04:23] Speaker 1: Kai-Fu Lee: Sun Fan Yang developed this for TAL Education Group, which tutors 5 million Chinese students. Kai-Fu Lee: Well, let's look at what we're seeing here. Kai-Fu Lee: Now, according to the computer, I'm confused, which is generally the case. Kai-Fu Lee: But when I laughed, I was happy. Kai-Fu Lee: Exactly. Kai-Fu Lee: That's amazing. Kai-Fu Lee: The machine notices concentration, or distraction, to pick out for the teacher Kai-Fu Lee: It can tell when the child is excited about math. [00:04:53] Speaker ?: Kai-Fu Lee: Yes. [00:04:53] Speaker 1: Kai-Fu Lee: Or the other child is excited about poetry. Kai-Fu Lee: Yes. Kai-Fu Lee: Could these AI systems pick out geniuses from the countryside? Kai-Fu Lee: That's possible in the future. [00:05:03] Speaker 2: Kai-Fu Lee: It can also create a student profile and know where the student got stuck, so the teacher Kai-Fu Lee: can personalize the areas in which the student needs help. [00:05:16] Speaker 4: Kai-Fu Lee: If you do, raise up your hand. [00:05:17] Speaker 1: Kai-Fu Lee: We found Kai-Fu Lee's personal passion in this spare Beijing studio. Kai-Fu Lee: He's projecting top teachers into China's poorest schools. Kai-Fu Lee: This English teacher is connected to a class 1,000 miles away in a village called De Fang. Kai-Fu Lee: Many students in De Fang are called Kai-Fu Lee: Left Behinds, because their parents left them with family when they moved to the cities for work. Kai-Fu Lee: Most Left Behinds don't get past ninth grade. [00:05:53] Speaker 5: Kai-Fu Lee: Topic we're going to learn today. [00:05:55] Speaker 1: Kai-Fu Lee: Lee is counting on AI to deliver for them the same opportunity he had when he immigrated to the U.S. from Taiwan as a boy. [00:06:05] Speaker 2: Kai-Fu Lee: When I arrived in Tennessee, my principal took every lunch to teach me English. Kai-Fu Lee: And that is the kind of attention that I've not been used to growing up in Asia. Kai-Fu Lee: And I felt that the American classrooms are smaller, encouraged individual thinking, critical thinking. Kai-Fu Lee: And I felt it was the best thing that ever happened to me. Kai-Fu Lee: What about this? [00:06:33] Speaker 1: Kai-Fu Lee: And the best thing that ever happened to most of the engineers we met at Lee's firm. Kai-Fu Lee: I went to Cornell for a master's degree in information science. Kai-Fu Lee: They too are alumni of America with a dream for China. Kai-Fu Lee: You have written that Silicon Valley's edge is not all it's cracked up to be. Kai-Fu Lee: What do you mean by that? [00:06:52] Speaker 2: Kai-Fu Lee: Well, Silicon Valley has been the single epicenter of the world technology innovation Kai-Fu Lee: When it comes to computers, internet, mobile and AI. Kai-Fu Lee: But in the recent five years, we are seeing the Chinese AI is getting to be almost as good as Silicon Valley AI. Kai-Fu Lee: And I think Silicon Valley is not quite aware of it yet. [00:07:18] Speaker 1: Kai-Fu Lee: China's advantage is in the amount of data it collects. Kai-Fu Lee: The more data, the better the AI, just like the more you know, the smarter you are. Kai-Fu Lee: China has four times more people than the United States, and they are doing nearly everything online. Kai-Fu Lee: I just don't see any Chinese without a phone in their head. Kai-Fu Lee: College student Monica Sun showed us how more than a billion Chinese are using their phones to buy everything, find anything, and connect with everyone. Kai-Fu Lee: In America, when personal information leaks, we have congressional hearings, not in China. Kai-Fu Lee: Do you ever worry about the information that's being collected about you? Kai-Fu Lee: Where you go, what you buy, who you're with? [00:08:05] Speaker 4: Kai-Fu Lee: I never think about it. [00:08:08] Speaker 1: Kai-Fu Lee: Do you think most Chinese worry about their privacy? [00:08:12] Speaker 4: Kai-Fu Lee: Not that much. Kai-Fu Lee: Not that much. [00:08:15] Speaker 1: Kai-Fu Lee: Not that much. [00:08:16] Speaker ?: Kai-Fu Lee: Not that much. [00:08:17] Speaker 1: Kai-Fu Lee: Not that much. Kai-Fu Lee: Not that much. Kai-Fu Lee: Not that much. Kai-Fu Lee: Not that much. Kai-Fu Lee: Not that much. Kai-Fu Lee: Not that much. Kai-Fu Lee: Not that much. Kai-Fu Lee: Not that much. Kai-Fu Lee: Not that much. Kai-Fu Lee: Not that much. Kai-Fu Lee: Not that much. Kai-Fu Lee: Not that much. Kai-Fu Lee: Not that much. Kai-Fu Lee: Not that much. Kai-Fu Lee: Not that much. Kai-Fu Lee: Not that much. Kai-Fu Lee: Not that much. Kai-Fu Lee: Not that much. Kai-Fu Lee: Not that much. Kai-Fu Lee: Not that much. Kai-Fu Lee: Not that much. Kai-Fu Lee: Not that much. Kai-Fu Lee: Not that much. Kai-Fu Lee: Not that much. 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1: Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. [00:24:43] Speaker 6: Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. [00:24:50] Speaker 1: Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. [00:25:21] Speaker 8: Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. [00:25:43] Speaker 6: Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. [00:25:54] Speaker 1: Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. [00:26:00] Speaker 6: Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. [00:26:13] Speaker 1: Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. [00:26:27] Speaker 6: Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. [00:27:16] Speaker 1: Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. [00:27:24] Speaker ?: Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. [00:27:43] Speaker 1: Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. [00:28:13] Speaker 9: Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. [00:28:16] Speaker 1: Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. [00:28:29] Speaker 9: Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. [00:28:34] Speaker 1: Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. [00:29:26] Speaker 9: Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. [00:29:34] Speaker 1: Kai-Fu Lee: No. [00:29:43] Speaker 9: Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. [00:30:03] Speaker ?: Kai-Fu Lee: No. Kai-Fu Lee: No. [00:30:13] Speaker 9: Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. [00:30:29] Speaker 1: Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. [00:30:43] Speaker 10: Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. [00:30:58] Speaker 1: Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. [00:31:17] Speaker ?: Kai-Fu Lee: No. [00:31:18] Speaker 1: Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. [00:31:22] Speaker ?: Kai-Fu Lee: No. [00:31:23] Speaker 10: Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. [00:31:53] Speaker 1: Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. [00:32:00] Speaker 10: Kai-Fu Lee: No. [00:32:01] Speaker 1: Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. [00:32:17] Speaker 10: Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. [00:32:29] Speaker 1: Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. [00:32:33] Speaker 10: Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. [00:32:47] Speaker 1: Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu 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Speaker 1: Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. [00:34:27] Speaker 10: Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. [00:34:43] Speaker 1: Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. [00:34:50] Speaker 10: Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. [00:35:02] Speaker 1: Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. [00:35:30] Speaker 10: Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. [00:35:51] Speaker ?: Kai-Fu Lee: No. Kai-Fu Lee: No. [00:35:53] Speaker 1: Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. [00:36:16] Speaker 5: Kai-Fu Lee: No. Kai-Fu Lee: No. [00:36:18] Speaker 1: Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. [00:36:22] Speaker 5: Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. [00:36:26] Speaker 1: Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. [00:36:34] Speaker 4: Kai-Fu Lee: No. [00:36:43] Speaker 11: Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. [00:36:50] Speaker 1: Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. [00:37:19] Speaker 8: Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. [00:37:32] Speaker 1: Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. [00:37:43] Speaker 8: Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. [00:38:13] Speaker 1: Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. [00:38:27] Speaker 6: Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. [00:38:43] Speaker 1: Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. [00:38:59] Speaker 6: Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. 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Speaker 3: Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. [00:42:24] Speaker 5: Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. [00:42:28] Speaker 3: Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. [00:42:53] Speaker 5: Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. [00:43:13] Speaker 3: Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. [00:43:28] Speaker 5: Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. [00:43:44] Speaker 12: Kai-Fu Lee: No. [00:43:45] Speaker 5: Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. [00:43:54] Speaker 12: Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. [00:44:03] Speaker 5: Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. [00:44:19] Speaker 12: Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. [00:44:24] Speaker 5: Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. [00:44:29] Speaker 12: Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. [00:45:01] Speaker 5: Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. [00:45:13] Speaker 12: Kai-Fu Lee: No. Kai-Fu Lee: No. [00:45:15] Speaker 5: Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. [00:46:23] Speaker 7: Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. [00:46:43] Speaker 5: Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. [00:47:27] Speaker 7: Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. [00:47:33] Speaker 5: Kai-Fu Lee: No. Kai-Fu Lee: No. [00:47:43] Speaker 7: Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. [00:47:54] Speaker 13: Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. [00:48:13] Speaker 5: Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. [00:48:43] Speaker 13: Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. [00:49:01] Speaker 5: Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. [00:49:13] Speaker 13: Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. [00:49:25] Speaker 5: Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. [00:49:44] Speaker 4: Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. [00:50:13] Speaker 5: Kai-Fu Lee: No. [00:50:14] Speaker 3: Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. [00:50:30] Speaker 5: Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. [00:50:43] Speaker 3: Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. [00:51:17] Speaker 5: Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. [00:52:00] Speaker 3: Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. [00:52:18] Speaker 5: Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. [00:52:31] Speaker 3: Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. [00:52:43] Speaker 5: Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. [00:53:00] Speaker 3: Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. [00:53:13] Speaker ?: Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No. Kai-Fu Lee: No.