AIStack Overflowabout 2 hours ago
O'Reilly: Shift from capabilities to responsibilities
2 min read
High-stakes AI agents that mutate external state must be designed around responsibilities, not capabilities. Human-in-the-Loop approval becomes a scalability trap in production, causing alert fatigue as humans click through without reading. The author proposes an enforcement pattern for side-effectful systems.
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