Lesson 1Ambiguity in Exponential SimplificationRecognizing when simplification increases risk or hides complexity.Start2 Micro-lessonsMicro lesson 1When Simplification Masks InstabilityMicro lesson 2Overconfidence in Power Rules
Lesson 2Scaling and Nonlinear EffectsJudging exponential growth under constraints and feedback.Start2 Micro-lessonsMicro lesson 1Scaling Beyond Safe BoundsMicro lesson 2Ignoring Feedback in Growth
Lesson 3Edge Cases and Failure ModesDetecting subtle breakdowns and compounding errors in advanced algebraic systems.Start2 Micro-lessonsMicro lesson 1Misjudging Edge Case BehaviorMicro lesson 2Accumulated Error in Iterative Powers