The gap between aspirational AI principles and operational reality is where risks fester – ethical breaches, regulatory fines, brand damage, and failed deployments. Waiting for perfect legislation or the ultimate governance tool isn't a strategy; it's negligence. The time for actionable governance is now. https://www.natepatel.com/p/from-principles-to-playbook-build?r=5jvobm&triedRedirect=true