2026
Position: Reliable AI Needs to Externalize Implicit Knowledge: A Human–AI Collaboration Perspective
ICML 2026poster
This position paper argues that reliable AI requires infrastructure for human validation of implicit knowledge. AI learns from both explicit knowledge (papers, documentation, structured databases) and implicit knowledge (reasoning patterns, debugging processes, intermediate steps). Implicit knowledg…