{"id":2056,"date":"2025-10-09T01:05:25","date_gmt":"2025-10-09T05:05:25","guid":{"rendered":"https:\/\/ozer.gt\/log\/?p=2056"},"modified":"2025-10-11T10:23:43","modified_gmt":"2025-10-11T14:23:43","slug":"a-history-of-llms","status":"publish","type":"post","link":"https:\/\/ozer.gt\/log\/2025\/10\/09\/a-history-of-llms\/","title":{"rendered":"A history of LLMs"},"content":{"rendered":"<p><a href=\"https:\/\/gregorygundersen.com\/blog\/2025\/10\/01\/large-language-models\">This<\/a> is an (almost) complete picture of LLMs, highlighting the underlying math for probability calculations. It&#8217;s a great companion for the <a href=\"https:\/\/ozer.gt\/talks\/ai-in-64-pictures.html\">64-picture visual summary<\/a> I curated for a talk earlier this year.<\/p>\n<p>Good reminder that \u201cLife\u2019s most important questions are, for the most part, nothing but probability problems.\u201d <em>Pierre-Simon Laplace in Th\u00e9orie Analytique Des Probabilit\u00e9s<\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>This is an (almost) complete picture of LLMs, highlighting the underlying math for probability calculations. It&#8217;s a great companion for the 64-picture visual summary I curated for a talk earlier this year. Good reminder that \u201cLife\u2019s most important questions are, for the most part, nothing but probability problems.\u201d Pierre-Simon Laplace in Th\u00e9orie Analytique Des Probabilit\u00e9s<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"cybocfi_hide_featured_image":"","footnotes":""},"categories":[1],"tags":[],"class_list":["post-2056","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/ozer.gt\/log\/wp-json\/wp\/v2\/posts\/2056","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ozer.gt\/log\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ozer.gt\/log\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ozer.gt\/log\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ozer.gt\/log\/wp-json\/wp\/v2\/comments?post=2056"}],"version-history":[{"count":2,"href":"https:\/\/ozer.gt\/log\/wp-json\/wp\/v2\/posts\/2056\/revisions"}],"predecessor-version":[{"id":2058,"href":"https:\/\/ozer.gt\/log\/wp-json\/wp\/v2\/posts\/2056\/revisions\/2058"}],"wp:attachment":[{"href":"https:\/\/ozer.gt\/log\/wp-json\/wp\/v2\/media?parent=2056"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ozer.gt\/log\/wp-json\/wp\/v2\/categories?post=2056"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ozer.gt\/log\/wp-json\/wp\/v2\/tags?post=2056"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}