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News/Truth for Believable AI: Expressed Doubt, Provenance, and Belief Revision as an Engineerable Stance
arxiv
PublishedOctober 16, 2026 at 4:00 AM

Truth for Believable AI: Expressed Doubt, Provenance, and Belief Revision as an Engineerable Stance

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arXiv:2609.26035v1 Announce Type: cross Abstract: Conversational agents often express answers in a uniformly confident register. We test whether expressed uncertainty, provenance-aware assertion, and explicit belief revision can be implemented as a behavior layer over a fixed language model; we do n

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