{"id":90055,"date":"2025-01-31T11:21:08","date_gmt":"2025-01-31T17:21:08","guid":{"rendered":"http:\/\/www.kateva.org\/sh\/?p=90055"},"modified":"2025-01-31T11:21:08","modified_gmt":"2025-01-31T17:21:08","slug":"transformer-based-ai-limits-fundamental-computational-caps-on-the-abilities-of-these-forms-of-artificial-intelligence","status":"publish","type":"post","link":"http:\/\/www.kateva.org\/sh\/?p=90055","title":{"rendered":"Transformer-based AI limits: &#8220;fundamental computational caps on the abilities of these forms of artificial intelligence&#8221;"},"content":{"rendered":"<p><a href=\"https:\/\/www.quantamagazine.org\/chatbot-software-begins-to-face-fundamental-limitations-20250131\/\">https:\/\/www.quantamagazine.org\/chatbot-software-begins-to-face-fundamental-limitations-20250131\/<\/a><\/p>\n<p>A fundamental limit of our current architecture would be good news.<\/p>\n<p>&#8220;in December 2024, Peng and colleagues at the University of California, Berkeley posted a proof &#8230; showing that multilayer transformers indeed cannot solve certain complicated compositional tasks.&#8221;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>https:\/\/www.quantamagazine.org\/chatbot-software-begins-to-face-fundamental-limitations-20250131\/ A fundamental limit of our current architecture would be good news. &#8220;in December 2024, Peng and colleagues at the University of California, Berkeley posted a proof &#8230; showing that multilayer transformers indeed cannot solve certain complicated compositional tasks.&#8221;<\/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-90055","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\/90055","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=90055"}],"version-history":[{"count":1,"href":"http:\/\/www.kateva.org\/sh\/index.php?rest_route=\/wp\/v2\/posts\/90055\/revisions"}],"predecessor-version":[{"id":90056,"href":"http:\/\/www.kateva.org\/sh\/index.php?rest_route=\/wp\/v2\/posts\/90055\/revisions\/90056"}],"wp:attachment":[{"href":"http:\/\/www.kateva.org\/sh\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=90055"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/www.kateva.org\/sh\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=90055"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/www.kateva.org\/sh\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=90055"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}