DRAFT: Task Decoupled Latent Reasoning for Agent Safety

Lin Wang, Junfeng Fang, Dan Zhang +3

The advent of tool-using LLM agents shifts safety monitoring from output moderation to auditing long, noisy interaction trajectories, where risk-critical evidence is sparse-making…