7.10Key Takeaway

AI test failures are predictable and classifiable. Learn the six failure modes, and you can review 30 AI-generated tests in 15 minutes with high confidence. The most common failures -- tautologies and happy-path bias -- account for over half of all issues and are the easiest to detect.