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Morning Edition · Thursday, July 16, 2026Published at 1:44 AM EDT · New York
New Audit Method Tests Whether a Model's Chain of Thought Actually Depends on Its Stated Premises
Researchers swap the predicates inside a prompt and watch whether the reasoning trace changes, a black-box probe of whether stated logic is real or decorative.
A paper posted to arXiv, Interventional Grounding Audits, targets a problem that undercuts the case for reading chains of thought as safety monitors: a model can produce reasoning that looks logically sound without that reasoning actually d…
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