AI Research
Legal LLM Hallucination Should Be Evaluated as Failure of Legal Warrant
Redefining AI inaccuracies as breaches of legal justification to protect the integrity of the courtroom.
In this position paper, we argue that legal LLMs' hallucinations should be evaluated as a failure of legal warrant rather than as factual inaccuracy or citation failure. We define claim-authority warrant as the context-sensitive relation between a consequential legal claim and au...
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ArXiv CS.CL
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2 min
ArXiv CS.CL
AI Analysis
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Treating AI hallucinations as a failure of legal warrant elevates the standard of accountability from mere information retrieval to professional legal duty. This shift forces developers to prioritize the structural integrity of legal arguments over simple pattern matching in generative models.
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