Rubrics on Cognaptus https://cognaptus.com/tags/rubrics/ Recent content in Rubrics on Cognaptus Hugo -- 0.145.0 en-us Fri, 13 Feb 2026 00:00:00 +0000 Thinking About Thinking: When LLMs Start Writing Their Own Report Cards https://cognaptus.com/blog/2026-02-13-thinking-about-thinking-when-llms-start-writing-their-own-report-cards/ Fri, 13 Feb 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-02-13-thinking-about-thinking-when-llms-start-writing-their-own-report-cards/ RLCER shows how self-evolving rubrics can turn reinforcement learning from answer checking into process-level reasoning supervision. Grading the Doctor: How Health-SCORE Scales Judgment in Medical AI https://cognaptus.com/blog/2026-02-02-grading-the-doctor-how-healthscore-scales-judgment-in-medical-ai/ Mon, 02 Feb 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-02-02-grading-the-doctor-how-healthscore-scales-judgment-in-medical-ai/ Health-SCORE shows how reusable, adaptive rubrics can turn expert medical judgment into a scalable control layer for healthcare LLMs.