Status: IN
LLM self-assessed confidence does not track accuracy. Confirmed across 4 models: Sonnet r=0.198, Opus r=-0.182 (worse than random), Flash r=0.219, Pro r=0.121. Answer and confidence come from the same process — same structural flaw as human overconfidence (Kahneman)
Source: repo:beliefs-pi/CLAUDE.md