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How to ThinkIn the Age of AI
Principlev1PR-518

When one piece of evidence contradicts four confirming…

When one piece of evidence contradicts four confirming pieces, treat the divergence as diagnostic of either measurement error or a boundary condition, not as noise to dismiss.

Why This Is a Principle

Derives from Belief Perseverance Against Contradictory Evidence (belief perseverance) and Automatic Pattern Perception (confirmation bias filters contradictory evidence). The principle prescribes how to handle mixed evidence—preventing cherry-picking. Actionable guidance following from bias axioms.