{"id":13507,"date":"2024-05-04T11:28:13","date_gmt":"2024-05-04T15:28:13","guid":{"rendered":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/?p=13507"},"modified":"2024-05-04T11:28:13","modified_gmt":"2024-05-04T15:28:13","slug":"what-can-llms-never-do","status":"publish","type":"post","link":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/what-can-llms-never-do\/13507\/","title":{"rendered":"What can LLMs never do?"},"content":{"rendered":"Originally published in Strange Loop Canon, April 23, 2024 On goal drift and lower reliability. Or, why can&#8217;t LLMs play Conway&#8217;s Game Of Life? Every time over the past few years that we came up with problems LLMs can\u2019t do, they passed them with flying colours. But even as they passed them with flying colours, they still can\u2019t answer questions that seem simple, and it\u2019s unclear why. And so, over the past few weeks I have been obsessed by trying to figure out the failure modes of LLMs. This started off as an exploration of what I found. <a href=\"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/what-can-llms-never-do\/13507\/\" class=\"more-link\">(more&hellip;)<\/a>","protected":false},"excerpt":{"rendered":"<p>Originally published in Strange Loop Canon, April 23, 2024 On goal drift and lower reliability. Or, why can&#8217;t LLMs play Conway&#8217;s Game Of Life? Every time over the past few years that we came up with problems LLMs can\u2019t do, they passed them with flying colours. But even as they passed them with flying colours, [&hellip;]<\/p>\n","protected":false},"author":78,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","_links_to":"","_links_to_target":""},"categories":[11,48],"tags":[],"class_list":["post-13507","post","type-post","status-publish","format-standard","hentry","category-industry-news","category-left-hand"],"_links":{"self":[{"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/posts\/13507","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/users\/78"}],"replies":[{"embeddable":true,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/comments?post=13507"}],"version-history":[{"count":1,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/posts\/13507\/revisions"}],"predecessor-version":[{"id":13508,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/posts\/13507\/revisions\/13508"}],"wp:attachment":[{"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/media?parent=13507"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/categories?post=13507"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/tags?post=13507"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}