Can We Trust a Black-box LLM? LLM Untrustworthy Boundary Detection via Bias-Diffusion and Multi-Agent Reinforcement Learning

Can We Trust a Black-box LLM? LLM Untrustworthy Boundary Detection via Bias-Diffusion and Multi-Agent Reinforcement Learning explores A novel algorithm detects untrustworthy topic boundaries in black-box LLMs using knowledge graphs and multi-agent reinforcement learning, with a new dataset released for popular LLMs.. Commercial viability score: 7/10 in LLM Safety & Alignment.