Lesson 1
Hidden Risks in Automated Strategies
Explore how automated trading strategies can create unseen vulnerabilities.
Start2 Micro-lessons
Micro lesson 1
When Automation Masks Market ShiftsMicro lesson 2
Overfitting: The Trap of Recent SuccessLesson 2
Feedback Loops and Compounding Errors
Understand how errors amplify through feedback loops in algorithmic trading.
Start2 Micro-lessons
Micro lesson 1
Silent Error AmplificationMicro lesson 2
When Correction Makes It WorseLesson 3
Judgment Under Uncertainty
Calibrate decisions when data is ambiguous and outcomes are delayed.
Start2 Micro-lessons
Micro lesson 1
Acting Without Enough DataMicro lesson 2
Waiting for Clarity