Article

Architectural Hallucination Mitigation in Multi-Agent Document Intelligence: Domain-Isolated RAG and Dual-Channel Claim Verification

2026-03-18

Abstract excerpt

<title>Abstract</title> <p> Hallucination in large language model (LLM) pipelines is the central unsolved problem in enterprise document intelligence: models produce fluent, structurally plausible outputs factually unsupported by the source document. Existing mitigation strategies operate within the generative process — retrieval augmentation, self-consistency, chain-of-thought grounding — and reduce but do not...

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Literature Corpus work: 639fc5f4-33a0-51a5-9ae4-926919e2f521
DOI: 10.21203/rs.3.rs-9142139/v1

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