Simple Features Beat Most AI Control Monitors
It is shown that on a standard evaluation dataset, simple features beat most monitors without ever running the code, outranking 20 of 24 open-weight models prompted as monitors, suggesting that a high score on such a dataset is not by itself evidence of sabotage detection.
Shubhrangshu Debsarkar, Valmik Nahata
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