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Five ways legal AI can get it wrong and how to catch each one.
Monday, October 19, 2026 Filevine

Five ways legal AI can get it wrong and how to catch each one.

 Fabricated cases, mischaracterized holdings, false quotes, exhibit errors, and bias all get called hallucination, but each has a different cause and fix. This guide helps legal teams tell them apart, verify AI output, and ask vendors sharper questions, including how LOIS flags every citation as verified or unverified.
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