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‘Sandbox first’: Andrew Ng’s blueprint for accelerating enterprise AI innovation


Speaking at VB Transform, Andrew Ng said observability and guardrails are important, but not at the cost of speed.

Enterprises may be concerned about the impact of AI applications when put into production, but hampering these projects with guardrails at the onset could slow innovation. “I frankly tend to put those in later because I find that one of the ways that large businesses grind to a halt is that for engineers to try anything, they have to get sign off by five vice presidents.” These coding agent platforms and other tools that help developers move faster have also meant the cost of doing pilot projects.

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