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This is a short talk by Greg Corrado, Cofounder of the Google Brain team, now leads Google’s Health Research & Innovations Division. Corrado was one of about a dozen remarkable innovators who spoke at an event on the Many Positive Possibilities of Generative AI, which was created and produced by Reinvent Futures, and held at the new Shack15 club in the Ferry Building of San Francisco in June of 2023. You can find out more about The Great Progression series of events through the written essays in Substack here: https://peterleyden.substack.com You can find out more about what we learned at this specific event on the Many, Many Positive Possibilities of Generative AI here: https://peterleyden.substack.com/p/th... You can read extended quotes from Corrado and the other speakers at this event here: https://peterleyden.substack.com/p/th... You can find out more about the strategic foresight company Reinvent Futures that created and produced the events here: https://www.reinvent.net Some key extended quotes from this short talk: I feel like there hasn't been a moment that I've been alive where there was a larger space of possibilities that had just come up over the horizon than have come up in the last year or so. And I do think that there's reason for optimism. There's also reason for concern, but the optimism for me is that I believe that we're on the precipice of an explosive expansion in human capabilities that these technologies are going to bring to individuals in a very democratized way — capabilities and powers that seem unimaginable. … There are two phases of this revolution, and I think that we're at the beginning of the second phase. The first phase of this revolution was fundamentally about teaching machines to recognize patterns. The term of art is supervised learning where you give examples of a pattern with a label and the machines can then imitate that pattern, they can recover it… And that's given us computers that can recognize speech, they can recognize images, they can drive cars. That recognition capability is actually a huge fraction of human intelligence. But the generative AI revolution, the thing that's happening right now, which I've had the privilege of having a front row seat to, it's not about pattern recognition, it's about pattern completion… I think it's good for us to understand, to be humble, that so much of what we think of as human intelligence and human capabilities is pattern recognition and pattern completion. … I have a five-year-old and I told him a few days ago, "There are going to be a lot more robots around when you grow up." And I really expect that in some sense, the number of interactions that we have with artificial agents that feel intelligent in a useful way by, let's say, 2035, I think it's going to outnumber the number of human minds that we have. But they're here, I believe, fundamentally to augment our abilities and expand our reach.