AI RESEARCH
DRAFT: Task Decoupled Latent Reasoning for Agent Safety
arXiv CS.LG
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ArXi:2604.03242v1 Announce Type: new 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 standard binary supervision poorly suited for credit assignment.