Regulatory Sandboxes Must Expire

An AI sandbox needs a public question, a bounded population, an independent evaluator, a harm threshold, and an expiration date. If it quietly becomes permanent, it was regulatory avoidance. If it produces reusable evidence and ends on schedule, experimentation can inform policy without turning affected people into unconsenting infrastructure.