---
id: "quote-micromanagement-paradox"
type: "quote"
source_timestamps: ["\\\"§ Bringing Together Legal", "Market", "and Technical Solutions\\\""]
tags: ["automation", "user-experience"]
related: ["claim-micromanagement-defeats-purpose", "contrarian-supervision-defeats-ai"]
speakers: ["Blair Levin", "Larry Downes"]
sources: ["governance"]
sourceVaultSlug: "hbr-seg-governance"
originDay: 7
articleStem: "hbr-cl-88-can-ai-agents-be-trusted"
sourceUrl: "https://hbr.org/2025/05/can-ai-agents-be-trusted"
sourceTitle: "Can AI Agents Be Trusted?"
---
# The Paradox of AI Micromanagement

> "Implementing such complex oversight over AI agents, however, would largely defeat the time-saving benefits of authorizing them to act on our behalf in the first place."

— [[entity-blair-levin]] and [[entity-larry-downes]]

The crux of [[claim-micromanagement-defeats-purpose]] and the [[contrarian-supervision-defeats-ai|contrarian]] case against reflexive human-in-the-loop safety: relying on user supervision to keep AI safe ruins the utility of the AI itself.