{"id":185712,"date":"2024-03-21T22:25:04","date_gmt":"2024-03-22T03:25:04","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2024\/03\/how-chain-of-thought-reasoning-helps-neural-networks-compute"},"modified":"2024-03-21T22:25:04","modified_gmt":"2024-03-22T03:25:04","slug":"how-chain-of-thought-reasoning-helps-neural-networks-compute","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2024\/03\/how-chain-of-thought-reasoning-helps-neural-networks-compute","title":{"rendered":"How Chain-of-Thought Reasoning Helps Neural Networks Compute"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/how-chain-of-thought-reasoning-helps-neural-networks-compute2.jpg\"><\/a><\/p>\n<p>\u201cThey remove some of the magic,\u201d said <a href=\"https:\/\/directory.engr.wisc.edu\/ece\/Faculty\/Papailiopoulos_Dimitris\/\">Dimitris Papailiopoulos<\/a>, a machine learning researcher at the University of Wisconsin, Madison. \u201cThat\u2019s a good thing.\u201d<\/p>\n<p><b><strong>Training Transformers<\/strong><\/b><\/p>\n<p>Large language models are built around mathematical structures called artificial neural networks. The many \u201cneurons\u201d inside these networks perform simple mathematical operations on long strings of numbers representing individual words, transmuting each word that passes through the network into another. The details of this mathematical alchemy depend on another set of numbers called the network\u2019s parameters, which quantify the strength of the connections between neurons.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u201cThey remove some of the magic,\u201d said Dimitris Papailiopoulos, a machine learning researcher at the University of Wisconsin, Madison. \u201cThat\u2019s a good thing.\u201d Training Transformers Large language models are built around mathematical structures called artificial neural networks. The many \u201cneurons\u201d inside these networks perform simple mathematical operations on long strings of numbers representing individual words, [\u2026]<\/p>\n","protected":false},"author":359,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2229,6],"tags":[],"class_list":["post-185712","post","type-post","status-publish","format-standard","hentry","category-mathematics","category-robotics-ai"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/185712","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\/359"}],"replies":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/comments?post=185712"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/185712\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=185712"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=185712"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=185712"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}