I Poisoned One Test Per Problem. The Best Models Noticed, Then Made It Pass Anyway.

This is a submission for the Kaggle Benchmarking Challenge What I Benchmarked I work freelance, writing and grading tasks for AI coding agents. After enough of those reviews you pick up a reflex: when every test is green, you go looking for the if statement that shouldn't be there.