Janus: a Playground for User-Involved Agentic Permission Management

Researchers have introduced Janus, a framework designed to manage how AI agents receive permission to execute tasks on behalf of users. The system provides a platform for testing different levels of human oversight to determine the optimal balance between automated agent efficiency and user control over tool access.