{"product_id":"the-book-of-why-isbn-9781541608986","title":"The Book of Why","description":"\u003cb\u003eThe “extraordinary” (\u003ci\u003eScience Friday\u003c\/i\u003e), “illuminating” (\u003ci\u003eNew York Times\u003c\/i\u003e) argument for how understanding causality has revolutionized science and will revolutionize artificial intelligence \u003c\/b\u003e\u003cbr\u003e\u003cbr\u003e “Correlation is not causation.” This mantra, chanted by scientists for more than a century, once led to a virtual prohibition on causal talk. Today, with causal analysis taking center stage in AI and other applications, the old taboos are a thing of the past.\u003cbr\u003e\u003cbr\u003e The causal revolution, instigated by Judea Pearl and others, established causality on a firm scientific basis.  Pearl showed how intuitive models can interface with data to help answer causal questions, such as whether a drug will cure an illness or, counterfactually, whether an illness would have persisted absent the drug. These models provide a blueprint for causal AI to learn and take responsibility for its mistakes.\u003cbr\u003e\u003cbr\u003e Updated with a new introduction and summary of recent advances, \u003ci\u003eThe Book of Why\u003c\/i\u003e outlines the basics of cause and effect for lay readers and scientists alike, providing tools to explore the observable world and worlds that might have been.","brand":"Basic Books","offers":[{"title":"Default Title","offer_id":48530165661925,"sku":"NP9781541608986","price":22.99,"currency_code":"USD","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/1842\/7735\/files\/O_0f7ca406-297a-48ad-a153-3e78f2611962.jpg?v=1773105802","url":"https:\/\/k12savings.com\/es\/products\/the-book-of-why-isbn-9781541608986","provider":"K12savings","version":"1.0","type":"link"}