Lesson 1Limits of OptimizationWhere optimization strategies in calculus fail or backfire.Start2 Micro-lessonsMicro lesson 1Over-Optimization Blind SpotMicro lesson 2Ignoring System Constraints
Lesson 2Ambiguity in IntegrationJudging when integration methods create uncertainty or hidden risks.Start2 Micro-lessonsMicro lesson 1Ambiguous Integral BoundariesMicro lesson 2Misjudging Method Trade-offs
Lesson 3Nonlinear Feedback and DamageRecognizing compounding errors and delayed consequences in calculus applications.Start2 Micro-lessonsMicro lesson 1Compounding Error FeedbackMicro lesson 2Delayed Damage Recognition