Phase 0: The AI Code Quality Crisis · 45 min · Python · pytest
The Trust Trap
The most dangerous bug is the one you trusted the AI not to write.
What you will learn
- Explain the generation-review asymmetry: 78.7% self-identification vs 55.8% generation rate
- Identify cognitive biases that cause developers to over-trust AI-generated code
- Apply cognitive bias mitigation strategies during AI code review
- Describe the Gemini fake post-mortem incident and its implications for AI compliance artifacts
Introduction
The Trust Trap
Objective
Use the TrustTrapAssessment tool to evaluate a real or simulated AI code review session and produce a bias assessment report with mitigation recommendations.
The most dangerous bug is the one you trusted the AI not to write.
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You've read the first 2 sections. The rest of this lesson covers The Problem, The Concept, Build, Check Yourself, Key Terms & Next — plus a hands-on lab, quiz, and project artifact.
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