Agent MechSuits: Mechanistic Subspace Safety Steering for Multi-Turn CLI Agents.

arXiv:2606.22673v2 Announce Type: replace Abstract: Command-Line Interface (CLI) agents based on large language models (LLMs) demonstrate remarkable autonomous capabilities, but they also introduce significant safety and misuse risks during multi-turn interact