ActGov: Governing LLM Agent Actions via Policy-Constrained Validation.

arXiv:2609.24446v2 Announce Type: replace-cross Abstract: Large language model (LLM) agents increasingly execute long-horizon workflows through external tools, allowing untrusted outputs to influence subsequent actions and exceed user authorization. Existing d