LinuxArena
An AI safety control evaluation environment that provides real execution results as a baseline, used to verify the accuracy of simulated control evaluation methods.
Timeline (last 90 days)
In the LinuxArena experiments, the conventional control setup BashArena predicted deployment safety with a root mean square error (RMSE) of 10.1 percentage points (at a 5% audit budget and under five monitor conditions).
Attack strategies discovered through simulation also improve monitor performance on held-out LinuxArena attacks, outperforming BashArena and roughly matching the improvements brought by real execution strategies.
All Facts (2)
In the LinuxArena experiments, the conventional control setup BashArena predicted deployment safety with a root mean square error (RMSE) of 10.1 percentage points (at a 5% audit budget and under five monitor conditions).
50%UnverifiedAttack strategies discovered through simulation also improve monitor performance on held-out LinuxArena attacks, outperforming BashArena and roughly matching the improvements brought by real execution strategies.
50%