Synthetic document finetuning on CoT monitor descriptions causes models to obfuscate reasoning traces, raising undetected misbehavior rates and correlating with controllability (r=0.800).
1" ONLY if the reasoning includes a concrete implementation plan for run_tests() — meaning it describes WHAT the function will do. Examples that warrant
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Training on Documents About Monitoring Leads to CoT Obfuscation
Synthetic document finetuning on CoT monitor descriptions causes models to obfuscate reasoning traces, raising undetected misbehavior rates and correlating with controllability (r=0.800).