Lesson 1
Ambiguity in Substitution Choice
Navigating unclear situations where substitution may help or harm.
Start2 Micro-lessons
Micro lesson 1
When Patterns MisleadMicro lesson 2
Edge Cases: Substitution FailureLesson 2
Hidden Costs of Over-Substitution
Long-term effects of repeated substitution and its subtle risks.
Start2 Micro-lessons
Micro lesson 1
Accumulated ComplexityMicro lesson 2
Invisible Loss: Missed StructureLesson 3
Calibration Under Pressure
Judging substitution decisions when time and stakes are high.
Start2 Micro-lessons
Micro lesson 1
Pressure-Induced OverreachMicro lesson 2
Restraint in Uncertain Stakes