How Will A.I. Learn Next?

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How Will A.I. Learn Next?
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James Somers on how A.I. chatbots such as ChatGPT and Google’s Bard will continue to learn and the contradictions entailed in their mission.

Within three years of its founding, Stack Overflow had become indispensable to working programmers, who consulted it daily. Pages from Stack Overflow dominated programming search results; the site had more than sixteen million unique visitors a month out of an estimated nine million programmers worldwide. Almost ninety per cent of them arrived through Google. The same story was playing out across the Web: this was the era of “Web 2.

” In each step of training, the A.I. learns something about the game by playing an opponent that’s exactly its equal; from that experience, it improves just a little bit, and then the slightly better version of the bot squares off against its slightly-better self and improves again. Up and up it goes. By playing a perfectly matched opponent—itself—an A.I.

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