Melody Koh · 21 October 2026 · Operating Insight

The Denominator

Melody Koh, Partner @ NextView

When AI agents act autonomously with escalating permissions, how do builders earn trust without knowing the denominator—what fraction of mistakes users actually discover? Koh explores the trust-utility tradeoff in agent design and argues for transparent permission-setting moments and real-time error detection.

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Topics: AI (Horizontal) · Developer Tools

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