5min chapter

New Books in Science, Technology, and Society cover image

Gerd Gigerenzer, "How to Stay Smart in a Smart World: Why Human Intelligence Still Beats Algorithms" (MIT Press, 2022)

New Books in Science, Technology, and Society

CHAPTER

How to Understand When Algorithms Work and When They Don't Work

In a stable, well-defined situation, algorithms today's algorithms will be much better than we chess go or this well-defined situations. On the other hand, if there is uncertainty, if tomorrow is not like yesterday, then what can easily understand that big data doesn't help you very much. An illustration is IBM's supercomputer Watson. Watson did an amazing job in the game, and the rules of the Japanese are to change so that Watson can do it. When he is done that, the China Rometti CEO of IBM wanted to have Watson do the moon shot as she called it and do cancer therapy recommendations. And at the end, IBM said, oh, Watson is only

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