{"id":138261,"date":"2026-08-11T04:58:21","date_gmt":"2026-08-11T04:58:21","guid":{"rendered":"https:\/\/merikebi.warrenmyers.com\/?p=138261"},"modified":"2026-08-11T04:58:21","modified_gmt":"2026-08-11T04:58:21","slug":"this-makes-no-sense-llms-are-stochastic-non-deterministic-you-might-get-very-similar-to-the-original-prompt-results-but-never-exact-original-prompts-and-definitely-not-any-other-constrai","status":"publish","type":"post","link":"https:\/\/merikebi.warrenmyers.com\/?p=138261","title":{"rendered":"This makes no sense \n\nLLMs are stochastic &#8211; non deterministic \n\nYou might get very-similar-to-the-original-prompt results \n\nBut never *exact* original prompts \n\nAnd *definitely* not any other constraints loaded into the inference engine outside the initial prompt https:\/\/t.co\/yNS2EadFdO"},"content":{"rendered":"<blockquote class=\"twitter-tweet\">\n<p lang=\"en\" dir=\"ltr\">This makes no sense <\/p>\n<p>LLMs are stochastic &#8211; non deterministic <\/p>\n<p>You might get very-similar-to-the-original-prompt results <\/p>\n<p>But never *exact* original prompts <\/p>\n<p>And *definitely* not any other constraints loaded into the inference engine outside the initial prompt https:\/\/t.co\/yNS2EadFdO<\/p>\n<p>  &mdash; M\u0250\u0279\u0279\u01ddu W\u028e\u01dd\u0279s (@warrenmyers)<br \/>\n  <a href=\"https:\/\/twitter.com\/warrenmyers\/status\/2087039936021016771\">Aug 11, 2026<\/a>\n<\/p><\/blockquote>\n<p><script async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"><\/script><br \/>\n<br \/>\nfrom Twitter https:\/\/twitter.com\/warrenmyers<\/p>\n<p>August 11, 2026 at 12:54AM<br \/>\nvia <a href=\"https:\/\/ifttt.com\/?ref=da&#038;site=wordpress\">IFTTT<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>This makes no sense LLMs are stochastic &#8211; non deterministic You might get very-similar-to-the-original-prompt results But never *exact* original prompts And *definitely* not any other constraints loaded into the inference engine outside the initial prompt https:\/\/t.co\/yNS2EadFdO &mdash; M\u0250\u0279\u0279\u01ddu W\u028e\u01dd\u0279s (@warrenmyers) Aug 11, 2026 from Twitter https:\/\/twitter.com\/warrenmyers August 11, 2026 at 12:54AM via IFTTT<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_post_was_ever_published":false},"categories":[4],"tags":[792],"keyring_services":[],"class_list":["post-138261","post","type-post","status-publish","format-standard","hentry","category-blih","tag-twitter"],"jetpack_sharing_enabled":true,"jetpack_featured_media_url":"","_links":{"self":[{"href":"https:\/\/merikebi.warrenmyers.com\/index.php?rest_route=\/wp\/v2\/posts\/138261","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/merikebi.warrenmyers.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/merikebi.warrenmyers.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/merikebi.warrenmyers.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/merikebi.warrenmyers.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=138261"}],"version-history":[{"count":1,"href":"https:\/\/merikebi.warrenmyers.com\/index.php?rest_route=\/wp\/v2\/posts\/138261\/revisions"}],"predecessor-version":[{"id":138262,"href":"https:\/\/merikebi.warrenmyers.com\/index.php?rest_route=\/wp\/v2\/posts\/138261\/revisions\/138262"}],"wp:attachment":[{"href":"https:\/\/merikebi.warrenmyers.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=138261"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/merikebi.warrenmyers.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=138261"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/merikebi.warrenmyers.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=138261"},{"taxonomy":"keyring_services","embeddable":true,"href":"https:\/\/merikebi.warrenmyers.com\/index.php?rest_route=%2Fwp%2Fv2%2Fkeyring_services&post=138261"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}