iam accused many a time that i didn't pay attention to the great philosophers, tho wor te. Can't say tan hegel and aristotle. And they didn't have a metaphor of thinking that's imp you. So explain what more, what you mean by that, the metaphor of thinking? Well, the cart had a metaphor. We have geals in our min and they turn, and that's what makes us deduce one thing from another. A why he needed to have a metaphor? Because he was familiar with geals. He could use them as metaphors for other things. I think it's a great fact that a i helps us understand not only the world, but
To say that event A causes event B is to not only make a claim about our actual world, but about other possible worlds — in worlds where A didn’t happen but everything else was the same, B would not have happened. This leads to an obvious difficulty if we want to infer causes from sets of data — we generally only have data about the actual world. Happily, there are ways around this difficulty, and the study of causal relations is of central importance in modern social science and artificial intelligence research. Judea Pearl has been the leader of the “causal revolution,” and we talk about what that means and what questions remain unanswered.
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Judea Pearl received a Ph.D. in electrical engineering from the Polytechnic Institute of Brooklyn. He is currently a professor of computer science and statistics and director of the Cognitive Systems Laboratory at UCLA. He is a founding editor of the Journal of Causal Inference. Among his awards are the Lakatos Award in the philosophy of science, The Allen Newell Award from the Association for Computing Machinery, the Benjamin Franklin Medal, the Rumelhart Prize from the Cognitive Science Society, the ACM Turing Award, and the Grenander Prize from the American Mathematical Society. He is the co-author (with Dana MacKenzie) of The Book of Why: The New Science of Cause and Effect.
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