Maintain rare-event triggers through deliberate practice
Maintain rare-event triggers through deliberate practice since natural repetition is insufficient to keep low-frequency, high-consequence responses calibrated.
Why This Is a Principle
This principle derives from axioms about expertise and calibration. Expertise Through Deliberate Practice (expertise requires deliberate practice) and Expert performance in complex domains requires deliberate (expert performance requires deliberate practice at the edge of ability with immediate feedback) establish the need for intentional maintenance. Domain-Specific Calibration Development (calibration develops from domain-specific feedback loops) explains why rare events lose calibration. Valid Intuition Requires Stable Regularities and Feedback (expert intuition requires prolonged practice with accurate, timely feedback) reinforces that low-frequency events cannot maintain skill through natural occurrence alone. The principle is actionable—use deliberate practice for rare-event triggers—and general across domains.