Definition
Bounded Autonomy
Bounded autonomy assigns each action a risk tier that decides how much the agent may do alone. Low-risk actions such as answering questions or drafting run autonomously. Medium-risk actions such as sending email or updating records are drafted by the agent and approved by a human. High-risk actions such as payments, deletions, or contract changes require explicit approval with no confidence-based shortcuts. Calibrate the tiers to your industry.
Explained in
Chapter 13: Production AI: Deployment, Monitoring, and Evaluation
The reality of running AI agents. It's nothing like the demo.
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