Lesson 1
System Limits and Unexpected Failures
Recognizing where systems break and why intuition misleads.
Start2 Micro-lessons
Micro lesson 1
Hidden Instability in Scale-upMicro lesson 2
Misreading Process Data Under StressLesson 2
Optimization Trade-offs and Long-term Effects
Judging when optimization causes harm and how errors compound.
Start2 Micro-lessons
Micro lesson 1
Optimization That Amplifies FailureMicro lesson 2
Ignoring Minor Deviations: Compounding DamageLesson 3
Ambiguity, Restraint, and Decision Calibration
Holding back under uncertainty and recalibrating decisions.
Start2 Micro-lessons
Micro lesson 1
Acting Under Ambiguous SignalsMicro lesson 2
Recalibrating After Unexpected Outcomes