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How to ThinkIn the Age of AI
Principlev1PR-1146

Build authority to dissent through demonstrated competence…

Build authority to dissent through demonstrated competence and calibrated prediction tracking, because self-authority without proven expertise is indistinguishable from arrogance and carries no credible weight.

Why This Is a Principle

Derives from Expertise as Domain-Specific Schema Organization (expertise is accumulated schemas), Domain-Specific Calibration Development (calibration develops from feedback), and Systematic Overconfidence Taxonomy (systematic overconfidence). Prescribes building track record as prerequisite to exercising voice. Actionable and general across domains.