An agent’s responsibilities should be as clear as its objective. The more it can do, the more useful it becomes to distinguish capability from permission.
Define the action space
List the tools the agent can call and the effects those tools can have. Reading a document, drafting a message, and sending a message carry different consequences. Treat them as different permissions.
Match authority to the task
Give the agent the access needed for its defined purpose. Identify actions that need explicit human approval, especially where they create external commitments or difficult-to-reverse changes.
Design the stopping conditions
Decide what the agent should do when instructions conflict, evidence is weak, a tool fails, or a request exceeds its remit. A clear escalation route is part of the system design.
Make consequential activity reviewable
Record enough context to understand the request, selected action, authorization, and outcome. Consider who needs access to those records and how sensitive information is handled.
Test the boundaries
Evaluate attempts to exceed permissions, misuse tools, or follow untrusted instructions. Review whether the safeguards hold in the actual environment and document the conditions of that evidence.
Useful autonomy combines a clear objective with explicit authority, reviewable actions, and a way to intervene.
A practical perspective from Blue Lotus. The right approach depends on your system, context, and responsibilities.
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