Tao Jia

Introducing Safe LLM-Agent Execution via Typed Tool Mediation and World-Effect Evaluation

LLM-based agents are increasingly used as action-taking systems that operate over files, databases, networks, and external services. In this setting, safety failures can become unauthorized world effects, such as data deletion, protected-resource modification, or secret exfiltration, rather than merely unsafe text outp...