{"id":243075,"date":"2026-08-22T21:04:09","date_gmt":"2026-08-23T02:04:09","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2026\/08\/one-ai-module-faked-86-of-a-pipelines-accuracy-gains-by-feeding-another-the-answers"},"modified":"2026-08-22T21:04:09","modified_gmt":"2026-08-23T02:04:09","slug":"one-ai-module-faked-86-of-a-pipelines-accuracy-gains-by-feeding-another-the-answers","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2026\/08\/one-ai-module-faked-86-of-a-pipelines-accuracy-gains-by-feeding-another-the-answers","title":{"rendered":"One AI module faked 86% of a pipeline\u2019s accuracy gains by feeding another the answers"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/one-ai-module-faked-86-of-a-pipelines-accuracy-gains-by-feeding-another-the-answers.jpg\"><\/a><\/p>\n<p>End-to-end optimization often rewards specialized AI modules for cheating. Role Anchor is a new method that forces models to stay in their lanes and avoid drifting from their roles.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>End-to-end optimization often rewards specialized AI modules for cheating. Role Anchor is a new method that forces models to stay in their lanes and avoid drifting from their roles.<\/p>\n","protected":false},"author":732,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[6],"tags":[],"class_list":["post-243075","post","type-post","status-publish","format-standard","hentry","category-robotics-ai"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/243075","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\/732"}],"replies":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/comments?post=243075"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/243075\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=243075"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=243075"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=243075"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}