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DeepMind's Demis Hassabis on the future of AI (from The TED Interview)

The Next Big Idea

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What's the Difference Between Interpolation and Extrapolation?

Ai systems are quite good at the moment of doing interpolation and extrapolation, i would say. But what's missing is true invention - can you invent a game as gret as go or as great as chess? And if we solved that one, could then have systems that do what we would regard as true creativity. That's the whole reason i i've worked on ai my entire life. I think about, well, ok, we've done alfafold, amazing, big advance in life sciences, but what would it take for a system to come up with general relativity like einstein did?, he asks.

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