Lesson 1Ambiguity in Error DetectionJudging when errors are real or noise, and the cost of misclassification.Start2 Micro-lessonsMicro lesson 1False Positives and OverreactionMicro lesson 2Ignoring Subtle Failures
Lesson 2Intervention Trade-offsWhen fixing errors increases risk or creates new problems.Start2 Micro-lessonsMicro lesson 1Intervening Too SoonMicro lesson 2Letting Errors Accumulate
Lesson 3Long-Term Error PatternsRecognizing compounding mistakes and knowing when to pause intervention.Start2 Micro-lessonsMicro lesson 1Pattern Recognition FatigueMicro lesson 2Knowing When to Pause