{"id":43993,"date":"2025-08-11T11:00:00","date_gmt":"2025-08-11T11:00:00","guid":{"rendered":"https:\/\/www.scientificamerican.com\/article\/how-this-ai-breakthrough-with-pure-mathematics-and-reinforcement-learning\/"},"modified":"2025-08-11T11:00:00","modified_gmt":"2025-08-11T11:00:00","slug":"how-this-ai-breakthrough-with-pure-mathematics-and-reinforcement-learning-could-help-predict-future-crises","status":"publish","type":"post","link":"https:\/\/hoo.central12.com\/fugic\/2025\/08\/11\/how-this-ai-breakthrough-with-pure-mathematics-and-reinforcement-learning-could-help-predict-future-crises\/","title":{"rendered":"How This AI Breakthrough with Pure Mathematics and Reinforcement Learning Could Help Predict Future Crises"},"content":{"rendered":"<p>An artificial intelligence breakthrough uses reinforcement learning to tackle the Andrews-Curtis conjecture, solving long-standing counterexamples and hinting at tools for forecasting stock crashes, diseases and climate disasters<\/p>","protected":false},"excerpt":{"rendered":"<p>An artificial intelligence breakthrough uses reinforcement learning to tackle the Andrews-Curtis conjecture, solving long-standing counterexamples and hinting at tools for forecasting stock crashes, diseases and climate disasters<\/p>\n","protected":false},"author":586,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[],"tags":[],"class_list":["post-43993","post","type-post","status-publish","format-standard","hentry"],"_links":{"self":[{"href":"https:\/\/hoo.central12.com\/fugic\/wp-json\/wp\/v2\/posts\/43993"}],"collection":[{"href":"https:\/\/hoo.central12.com\/fugic\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/hoo.central12.com\/fugic\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/hoo.central12.com\/fugic\/wp-json\/wp\/v2\/users\/586"}],"replies":[{"embeddable":true,"href":"https:\/\/hoo.central12.com\/fugic\/wp-json\/wp\/v2\/comments?post=43993"}],"version-history":[{"count":1,"href":"https:\/\/hoo.central12.com\/fugic\/wp-json\/wp\/v2\/posts\/43993\/revisions"}],"predecessor-version":[{"id":43994,"href":"https:\/\/hoo.central12.com\/fugic\/wp-json\/wp\/v2\/posts\/43993\/revisions\/43994"}],"wp:attachment":[{"href":"https:\/\/hoo.central12.com\/fugic\/wp-json\/wp\/v2\/media?parent=43993"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/hoo.central12.com\/fugic\/wp-json\/wp\/v2\/categories?post=43993"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/hoo.central12.com\/fugic\/wp-json\/wp\/v2\/tags?post=43993"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}