{"id":194159,"date":"2024-08-06T18:27:05","date_gmt":"2024-08-06T23:27:05","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2024\/08\/kalmogorov-arnold-neural-networks-shake-up-how-ai-is-done"},"modified":"2024-08-06T18:27:05","modified_gmt":"2024-08-06T23:27:05","slug":"kalmogorov-arnold-neural-networks-shake-up-how-ai-is-done","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2024\/08\/kalmogorov-arnold-neural-networks-shake-up-how-ai-is-done","title":{"rendered":"Kalmogorov-Arnold Neural Networks Shake Up How AI Is Done"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/kalmogorov-arnold-neural-networks-shake-up-how-ai-is-done.jpg\"><\/a><\/p>\n<p>Artificial neural networks\u2014algorithms inspired by biological brains\u2014are at the center of modern artificial intelligence, behind both chatbots and image generators. But with their many neurons, they can be black boxes, their inner workings uninterpretable to users.<\/p>\n<p>Researchers have now created a fundamentally new way to make <a href=\"https:\/\/spectrum.ieee.org\/tag\/neural-networks\" class=\"\">neural networks<\/a> that in some ways surpasses traditional systems. These new networks are more interpretable and also more accurate, proponents say, even when they\u2019re smaller. Their developers say the way they learn to represent physics data concisely could help scientists uncover new laws of nature.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Artificial neural networks\u2014algorithms inspired by biological brains\u2014are at the center of modern artificial intelligence, behind both chatbots and image generators. But with their many neurons, they can be black boxes, their inner workings uninterpretable to users. Researchers have now created a fundamentally new way to make neural networks that in some ways surpasses traditional systems. [\u2026]<\/p>\n","protected":false},"author":661,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3,41,219,6],"tags":[],"class_list":["post-194159","post","type-post","status-publish","format-standard","hentry","category-biological","category-information-science","category-physics","category-robotics-ai"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/194159","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/users\/661"}],"replies":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/comments?post=194159"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/194159\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=194159"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=194159"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=194159"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}