Beyond Static Sandboxing: Learned Capability Governance for Autonomous AI Agents

Bronislav Sidik, Lior Rokach

Autonomous AI agents built on open-source runtimes such as OpenClaw expose every available tool to every session by default, regardless of the task. A summarization task receives t…