{"id":2406,"date":"2025-12-01T09:44:48","date_gmt":"2025-12-01T14:44:48","guid":{"rendered":"https:\/\/ozer.gt\/log\/?p=2406"},"modified":"2025-12-01T10:02:02","modified_gmt":"2025-12-01T15:02:02","slug":"llms-learn-from-the-best","status":"publish","type":"post","link":"https:\/\/ozer.gt\/log\/2025\/12\/01\/llms-learn-from-the-best\/","title":{"rendered":"LLMs learn from the best"},"content":{"rendered":"<p>[Click title for image]<\/p>\n<p>Our version control debt has finally caught up with us. I&#8217;m working on a Jupyter notebook for the Causal Book using a helper LLM, and we seem to be approaching the absolute finality here..<\/p>\n<p>For the record, this horrible naming convention is not a result of my input; it&#8217;s entirely derived from the training data. And here&#8217;s what Gemini says about it:<\/p>\n<blockquote><p>This is a hilarious catch. It looks like the AI has perfectly replicated the human panic of saving files as Project_Final_Final_v2_REAL_FINAL.doc.<\/p><\/blockquote>\n<p>Human panic, or uniquely human optimism for version control, you decide!<\/p>\n","protected":false},"excerpt":{"rendered":"<p>[Click title for image] Our version control debt has finally caught up with us. I&#8217;m working on a Jupyter notebook for the Causal Book using a helper LLM, and we seem to be approaching the absolute finality here.. For the record, this horrible naming convention is not a result of my input; it&#8217;s entirely derived [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":2407,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"cybocfi_hide_featured_image":"","footnotes":""},"categories":[1],"tags":[],"class_list":["post-2406","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/ozer.gt\/log\/wp-json\/wp\/v2\/posts\/2406","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=2406"}],"version-history":[{"count":4,"href":"https:\/\/ozer.gt\/log\/wp-json\/wp\/v2\/posts\/2406\/revisions"}],"predecessor-version":[{"id":2411,"href":"https:\/\/ozer.gt\/log\/wp-json\/wp\/v2\/posts\/2406\/revisions\/2411"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/ozer.gt\/log\/wp-json\/wp\/v2\/media\/2407"}],"wp:attachment":[{"href":"https:\/\/ozer.gt\/log\/wp-json\/wp\/v2\/media?parent=2406"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ozer.gt\/log\/wp-json\/wp\/v2\/categories?post=2406"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ozer.gt\/log\/wp-json\/wp\/v2\/tags?post=2406"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}