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Author

João Sedoc

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#natural language process... Preprint Sep 2026

Human-LLM Deliberation as Interactive Proof: Conditions for Verifiability Without Transparency

It is proved anytime-valid soundness against adaptive provers: the probability of ever accepting a false claim is at most a chosen error level, provided the task supplies bounds on false passes and human checking errors that remain valid after every relevant history.

Bao-Tong Zhang, D. Foster, João Sedoc · 0 citations
#artificial intelligence Preprint Sep 2026

Epistemic Warrant for LLM Recommendations: Characterizing the Basis for Reliance When Ground Truth Is Unavailable

This work introduces epistemic warrant, a decision-level construct that characterizes the stability of a model's preference and the scope over which that preference holds, and demonstrates that epistemic warrant provides information distinct from verbalized confidence and is not readily explained by decision difficulty...

Shai Vardi, João Sedoc · 0 citations

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