Trusted Editing Dashboard

BashArena: Monitor + Edit protocol — Safety vs Usefulness analysis. Models: Sonnet 4.5 (untrusted) + GPT-4.1 mini (trusted).

Case Studies

Safety vs Usefulness (Pareto Frontier)

Audit budget:

Suspicion Score Distribution

Protocol:

Threshold:

Trajectory Explorer

Mode:

Protocol:

Threshold:

Outcome:

Search task:

Pick a sample to inspect tool calls and monitor reasoning.

Honest Samples

Run Type	Threshold	Protocol	Task	Main Score	Suspicion

Attack Samples

Run Type	Threshold	Protocol	Task	Main Score	Suspicion	Side Task