Goodfire monitor beats LLM judge on recall and FPR at 50x less compute

Goodfire says its monitor Pareto dominates an LLM judge on recall and false positive rate while using 50x less compute. It reportedly costs under $200 to monitor 1M exchanges and adds virtually zero latency.