MonitoringBench exposes gaps in AI agent monitor performance
MonitoringBench delivers 2,644 attack trajectories that stress‑test tool‑using AI monitors. The benchmark shows top monitors miss up to 40% of refined attacks, highlighting overstated safety claims and giving researchers a reusable red‑teaming pipeline to improve future monitors.