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LLMMedium

Study Highlights Persistent Hallucinations in Legal AI Systems

Occurred
May 23, 2024
Published
May 31, 2024
Source
AI Incident Database

Summary

Stanford University’s Human-Centered AI Institute (HAI) conducted a study in which they designed a "pre-registered dataset of over 200 open-ended legal queries" to test AI products by LexisNexis (creator of Lexis+ AI) and Thomson Reuters (creator of Westlaw AI-Assisted Research and Ask Practical Law AI). The researchers found that these legal models hallucinate in 1 out of 6 (or more) benchmarking queries.

Developers

  • Thomson Reuters
  • LexisNexis

Deployers

  • Legal professionals
  • Law firms
  • Organizations requiring legal research

Harmed parties

  • Legal professionals
  • Clients of lawyers
  • Legal system

Classification

Category confidence: 95%
Severity confidence: 90%

Rationale: Study documents hallucinations in legal AI models, a core LLM failure mode, without evidence of physical harm or legal action.

Classifier: Qwen/Qwen3.5-35B-A3B-FP8

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