Adaptive Failure Taxonomies Win ICML Workshop Best Paper

An ICML FAGEN Workshop best paper spotlights "adaptive failure taxonomies" as a way to analyze and improve coding agents. The approach is presented as useful for best-of-N judging, debugging and evaluation, and other test-time or active-learning workflows where fixed rubrics fall short.

2026-07-10 ~ 2026-07-11 · 3 related posts

• Adaptive Failure Taxonomy Improves Coding Agents — AlexGDimakis · 2026-07-10
• Adaptive Failure Taxonomy for Agent Evaluation — IanArawjo · 2026-07-11
• ICML Paper: Adaptive Failure Taxonomy — wzenus · 2026-07-11