NextView VC · 9 September 2026 · Operating Insight

The Third Layer

NextView VC

As AI models grow more capable at inferring unstated intent and filling in specification gaps, builders face a new verification challenge: the work the AI completes increasingly exceeds what humans can fully understand or check. The author argues for a three-layer review framework—mechanical, content, and judgment—and warns that the fastest AI adopters risk building systems on top of systems they don't fully grasp.

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Topics: AI (Horizontal) · Venture Capital & Startups

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