[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"tag-llm-metacognition":3},{"tag":4,"articles":10},{"id":5,"name":6,"slug":7,"article_count":8,"description_zh":9,"description_en":9},"532aac56-aaa7-4321-90bc-ea981dd5312f","LLM metacognition","llm-metacognition",0,null,[11],{"id":12,"slug":13,"title":14,"summary":15,"category":16,"image_url":17,"cover_image":17,"language":18,"created_at":19},"648ed121-8476-4e28-94bb-ab1a4c7b6878","esma-teaches-llms-self-knowledge-en","How ESMA Teaches LLMs Self-Knowledge","A bias-controlled fine-tuning method improves LLM self-knowledge and generalizes across unseen data, languages, and new facts.","research","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780122783226-85qp.png","en","2026-05-30T06:32:36.492795+00:00"]