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Hallucination Detection coverage.

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ARXIV.ORG

GSAR: Typed Grounding for Hallucination Detection and Recovery in Multi-Agent LLMs

Autonomous multi-agent LLM systems are increasingly deployed to investigate operational incidents and produce structured diagnostic reports. Their trustworthiness hinges on whether…

6 views ·
#multi-agent systems#llm grounding
ARXIV.ORG

FinGround: Detecting and Grounding Financial Hallucinations via Atomic Claim Verification

Financial AI systems must produce answers grounded in specific regulatory filings, yet current LLMs fabricate metrics, invent citations, and miscalculate derived quantities. These …

5 views ·
#financial ai#claim verification

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