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How to ThinkIn the Age of AI
Principlev1PR-891

Apply execution fixes (checklists, automation, environmental

Apply execution fixes (checklists, automation, environmental redesign) to execution errors, epistemic fixes (new information, expert consultation) to knowledge errors, and calibrational fixes (prediction tracking, external review) to judgment errors.

Why This Is a Principle

The core principle of L-0483's error type taxonomy. Grounded in Expertise as Domain-Specific Schema Organization (expertise as domain-specific schemas), Valid Intuition Requires Stable Regularities and Feedback (intuition requires stable feedback), and Domain-Specific Calibration Development (calibration from feedback loops). Prescribes type-matched interventions.