The ability of an agent to carry out a multi-step task end-to-end without requiring human approval at each decision point. The degree of autonomy is a design choice: some systems pause for confirmation on high-stakes actions while running freely elsewhere. Autonomous execution introduces real-world consequences, which is why sandboxing, rollback, and audit logs matter.