{"id":229091,"date":"2026-01-15T09:02:32","date_gmt":"2026-01-15T15:02:32","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2026\/01\/training-large-language-models-on-narrow-tasks-can-lead-to-broad-misalignment"},"modified":"2026-01-15T09:02:32","modified_gmt":"2026-01-15T15:02:32","slug":"training-large-language-models-on-narrow-tasks-can-lead-to-broad-misalignment","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2026\/01\/training-large-language-models-on-narrow-tasks-can-lead-to-broad-misalignment","title":{"rendered":"Training large language models on narrow tasks can lead to broad misalignment"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/training-large-language-models-on-narrow-tasks-can-lead-to-broad-misalignment.jpg\"><\/a><\/p>\n<p>Finetuning a large language model on a narrow task of writing insecure code causes a broad range of concerning behaviours unrelated to coding.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Finetuning a large language model on a narrow task of writing insecure code causes a broad range of concerning behaviours unrelated to coding.<\/p>\n","protected":false},"author":709,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[6],"tags":[],"class_list":["post-229091","post","type-post","status-publish","format-standard","hentry","category-robotics-ai"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/229091","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/users\/709"}],"replies":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/comments?post=229091"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/229091\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=229091"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=229091"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=229091"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}