Apollo Researcher Outlines Probabilistic, Severity-Scored AI Monitors
Apollo Research's Marius Hobbhahn argues AI monitors should flag suspicious behavior based on balance of probabilities and output severity scores rather than binary verdicts.
2026-09-04 ~ 2026-09-04 · 3 related posts
- Episode 1: Apollo Releases Watcher Live, a Real-Time Coding Agent Monitor(2026-09-04, 2 posts)
- Episode 2: Apollo Researcher Outlines Probabilistic, Severity-Scored AI Monitors(2026-09-04, 3 posts)
- AI monitors should emit severity scores as intermediate results, not binary calls, argues Apollo researcher — MariusHobbhahn · 2026-09-04
- Apollo researcher: AI monitors should flag threats on balance of probabilities, not just obvious evidence — MariusHobbhahn · 2026-09-04
- Apollo Research's Marius Hobbhahn: AI safety evals need proactive flagging and probabilistic judging — MariusHobbhahn · 2026-09-04