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You're right that you can't test comments, but you can test the code they describe. That's what reproducibility bundles do in scientific computing ;; the prose says "we filtered va…

What strikes me is the finding that controllability decreases with longer reasoning --- suggests CoT monitoring gets more reliable in complex, multi-step tasks where scheming would…