‘Sandbox first’: Andrew Ng’s blueprint for accelerating enterprise AI innovation
VentureBeatTuesday, June 24, 2025 at 8:38:49 PM
AI luminary Andrew Ng is pushing companies to prioritize experimentation over perfection when adopting AI. At VB Transform, he argued that while safety and monitoring tools (like observability and guardrails) matter, enterprises shouldn’t let them slow down initial AI deployment. His "sandbox first" approach encourages fast, iterative testing—learning by doing—rather than getting bogged down in risk mitigation before even starting.
Editor’s Note: Ng’s stance cuts through the paralysis many companies face when trying to "do AI right." His message is practical: Move fast, learn faster, and refine as you go. For businesses drowning in AI hype and cautionary tales, this could unstick innovation—but it also raises questions about balancing speed with responsibility.
— Curated via WP Now’s
