{"id":92593,"date":"2026-03-27T20:30:23","date_gmt":"2026-03-28T01:30:23","guid":{"rendered":"http:\/\/www.kateva.org\/sh\/?p=92593"},"modified":"2026-03-27T20:30:23","modified_gmt":"2026-03-28T01:30:23","slug":"apple-ai-mechanism-for-why-semantic-calibration-emerges-as-a-byproduct-of-next-token-prediction","status":"publish","type":"post","link":"http:\/\/www.kateva.org\/sh\/?p=92593","title":{"rendered":"Apple ai: \u201c\u2026 mechanism for why semantic calibration emerges as a byproduct of next-token prediction \u2026\u201d"},"content":{"rendered":"<p><a href=\"https:\/\/machinelearning.apple.com\/research\/trained-on-tokens\">https:\/\/machinelearning.apple.com\/research\/trained-on-tokens<\/a><\/p>\n<p>The concept relationships presumably emerge from the token relationships?<\/p>\n","protected":false},"excerpt":{"rendered":"<p>https:\/\/machinelearning.apple.com\/research\/trained-on-tokens The concept relationships presumably emerge from the token relationships?<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[28,40],"class_list":["post-92593","post","type-post","status-publish","format-standard","hentry","category-share","tag-ifttt","tag-pinboard-jgordon"],"_links":{"self":[{"href":"http:\/\/www.kateva.org\/sh\/index.php?rest_route=\/wp\/v2\/posts\/92593","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/www.kateva.org\/sh\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/www.kateva.org\/sh\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/www.kateva.org\/sh\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/www.kateva.org\/sh\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=92593"}],"version-history":[{"count":1,"href":"http:\/\/www.kateva.org\/sh\/index.php?rest_route=\/wp\/v2\/posts\/92593\/revisions"}],"predecessor-version":[{"id":92594,"href":"http:\/\/www.kateva.org\/sh\/index.php?rest_route=\/wp\/v2\/posts\/92593\/revisions\/92594"}],"wp:attachment":[{"href":"http:\/\/www.kateva.org\/sh\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=92593"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/www.kateva.org\/sh\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=92593"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/www.kateva.org\/sh\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=92593"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}