Aiden Low
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What Affects CoT Monitorability Across The Model Lifecycle?
OpenAI's alignment team reports experiments on what raises two proxies for harder-to-monitor reasoning in its models: no-CoT capability and CoT controllability. It links them to pretraining perplexity, reinforcement learning and training on model-generated data, and calls the results sobering.