{"id":89298,"date":"2024-10-12T08:16:39","date_gmt":"2024-10-12T13:16:39","guid":{"rendered":"http:\/\/www.kateva.org\/sh\/?p=89298"},"modified":"2024-10-12T08:16:39","modified_gmt":"2024-10-12T13:16:39","slug":"current-llms-cannot-perform-genuine-logical-reasoning-they-replicate-reasoning-steps-from-their-training-data","status":"publish","type":"post","link":"http:\/\/www.kateva.org\/sh\/?p=89298","title":{"rendered":"\u201ccurrent LLMs cannot perform genuine logical reasoning; they replicate reasoning steps from their training data\u201d"},"content":{"rendered":"<p><a href=\"https:\/\/machinelearning.apple.com\/research\/gsm-symbolic\">Link<\/a>. \u201cAdding a single clause that seems relevant to the question causes significant performance drops (up to 65%) across all state-of-the-art models\u201d<\/p>\n<p>Reassuring! Best news in months.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Link. \u201cAdding a single clause that seems relevant to the question causes significant performance drops (up to 65%) across all state-of-the-art models\u201d Reassuring! Best news in months.<\/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":[32],"class_list":["post-89298","post","type-post","status-publish","format-standard","hentry","category-share","tag-pinboard"],"_links":{"self":[{"href":"http:\/\/www.kateva.org\/sh\/index.php?rest_route=\/wp\/v2\/posts\/89298","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=89298"}],"version-history":[{"count":1,"href":"http:\/\/www.kateva.org\/sh\/index.php?rest_route=\/wp\/v2\/posts\/89298\/revisions"}],"predecessor-version":[{"id":89299,"href":"http:\/\/www.kateva.org\/sh\/index.php?rest_route=\/wp\/v2\/posts\/89298\/revisions\/89299"}],"wp:attachment":[{"href":"http:\/\/www.kateva.org\/sh\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=89298"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/www.kateva.org\/sh\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=89298"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/www.kateva.org\/sh\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=89298"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}