The bitter lesson of misuse detection
TL;DR: We wanted to benchmark supervision systems available on the market—they performed poorly. Out of curiosity, we naively asked a frontier LLM to monitor the inputs; this approach performed significantly better. However, beware: even when an LLM flags a question as harmful, it will often still answer it. Full paper...
Jul 10, 202537