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Epistemic Networks

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arxiv 2102.12458 v1 pith:FBTYG4QM submitted 2021-02-24 cs.SI

classification cs.SI
keywords epistemicnetworksepinetssocialactionsagentsanalysisapproaches
verification ladder T0 review T1 audit T2 compute T3 formal
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We show how important phenomena in social networks like coordination, trust and the communication of unsubstantiated information (gossip) can be modelled and understood using epistemic networks or epinets: directed graphs comprising networked agents and the key facts, statements or other kinds of propositional beliefs relevant to their actions. We use epinets to sharpen the explanatory and reach of social network analysis to situations problematic to both network-structural approaches and epistemic game theory.

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Cited by 1 Pith paper

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  1. Adversarial Social Epistemology for Assemblies of Humans and Large Language Models

    cs.AI 2026-07 conditional novelty 6.0 of 10

    Public and LLM trust failures are strategic exploits of inferential commitments in triadic sender–recipient–observer settings, addressable by commitment-tracking, interrogative, and incentive-reconstruction machines.

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