Back to search

Article

Epistemic Bridge Protocol: Regulating Epistemic Commitment in Probabilistic Generative Agents

2026-01-16

Abstract excerpt

<title>Abstract</title> <p>Generative AI is now a standard tool for decision support and complex reasoning. Yet, a fundamental tension remains: these systems are linguistically fluent but epistemically unstable. Users often mistake "thinking out loud" for authoritative facts, leading to misaligned trust and a heavy burden of manual verification. While existing research focuses on fixing hallucinations or estimati...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work
79ef1822-0176-535f-affe-9c6439e4c0a6
DOI
10.21203/rs.3.rs-8597926/v1
Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest
Interactive article relationship graphSelect a related publication card to move it into the centre and load its closest explainable connections. Solid lines are source-backed structured connections. Dashed lines are semantic discovery signals and are not scientific evidence.
Epistemic Bridge Protocol: Regulating Epistemic Commitment in Probabilistic Generative AgentsDOI 10.21203/rs.3.rs-8597926/v1
Epistemological Fault Lines Between Human and Artificial IntelligenceSemantic proximity
SORT-AI: A Structural Safety and Reliability Framework for Advanced AI Systems with Retrieval-Augmented Generation as a Diagnostic TestbedSemantic proximity
Rethink Your Mental Model in the Age of Generative AI: A Triadic Framework for Human-AI CollaborationSemantic proximity
Rethink Your Mental Model in the Age of Generative AI: A Triadic Framework for Human-AI CollaborationSemantic proximity
Entropy-to-Coherence Alignment Framework: Exploring Human–AI–Human Interaction for Epistemic Integrity and Ethical Alignment in AGI DevelopmentSemantic proximity
WITHDRAWN: The Physics of Thought: Reasoning as Thermodynamic Relaxation in Generative ModelsSemantic proximity
AI is Gullible and Other ProblemsSemantic proximity
Why Should we Invest Epistemic Labor in a World of Generative AI?Semantic proximity
Talking to Blackbox: Explainability Through P+NP=1Semantic proximity
Trusting the Machine: How Anthropomorphism Impacts Epistemic Trust in Generative AISemantic proximity
Trusting the Machine: How Anthropomorphism Impacts Epistemic Trust in Generative AISemantic proximity
Probabilistic Reasoning with Transformer Networks: An Application to Predicate JudgmentSemantic proximity
Select a neighboring publication to make it the new centre.