Agent autonomy is the degree to which an AI agent can choose steps, use tools, and continue work without asking a person at every turn. It is not unlimited freedom. A production system sets explicit boundaries for data, money, external communication, and actions that require approval.
A production design grants autonomy by task and action, not with one global switch. The agent may plan freely while agent authorization limits each tool, and tool approval pauses sensitive actions. Useful autonomy is bounded autonomy.
When does agent autonomy matter?
Increase autonomy only after traces show reliable decisions and recovery. Human in the loop remains appropriate for irreversible or high-impact steps. The right level is the smallest one that completes the job without constant supervision.
Frequently asked questions
What is agent autonomy used for?
Increase autonomy only after traces show reliable decisions and recovery. Human in the loop remains appropriate for irreversible or high-impact steps.
Is agent autonomy the same as agentic AI?
No. Agentic AI is the approach, while autonomy describes how much independent action one implementation permits.
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