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arXiv3h ago
5.5

DRAFT: Task Decoupled Latent Reasoning for Agent Safety

Lin Wang, Junfeng Fang, Dan Zhang, Fei Shen, Xiang Wang, Tat-Seng Chua

View original ↗

Analysis

Viral velocity
low
Implementation gapYES
Novelty8/10
Categorypaper
Topics
agentssafetyreasoning

Opportunity Brief

Create an agent auditor library that performs latent-space safety checks on long-running trajectories. It effectively separates task execution from security verification to prevent jailbreaking or malicious tool use.

Suggested repo: draft-agent

"Decoupled safety auditing for autonomous LLM agents."

Estimated effort: 60h