AI safety trade-offs in your work

Name a concrete shipping decision you held the line on (e.g. refused to launch an evals-light autonomy feature); describe the invisible cost you accepted (delays, scope cuts, opt-outs for high-risk customers); be explicit that "safety in the abstract" usually fails — most safety wins are specific refusals of specific affordances. Avoid the trap of treating safety as a marketing line.