Hallucination on AI and Society Coursehttps://msucerl.org/cmse101/tags/hallucination/Recent content in Hallucination on AI and Society CourseHugoen-usThu, 21 May 2026 00:00:00 +00004.3 AI in Legal Knowledge Work: The Mata v. Avianca Casehttps://msucerl.org/cmse101/use-cases/4-3-legal-knowledge-work-chatgpt/Thu, 21 May 2026 00:00:00 +0000https://msucerl.org/cmse101/use-cases/4-3-legal-knowledge-work-chatgpt/<h1 id="ai-in-legal-knowledge-work-the-mata-v-avianca-case">AI in Legal Knowledge Work: The Mata v. Avianca Case</h1> <h2 id="context--systems-architecture">Context &amp; Systems Architecture</h2> <p>The sudden availability of commercial Large Language Models (LLMs) catalyzed intense corporate hype regarding the complete automation of knowledge-work sectors, particularly the legal profession. This narrative faced an unprecedented real-world crisis in the federal case of <em><strong>Mata v. Avianca, Inc.</strong></em> (2023) in the U.S. District Court for the Southern District of New York. Faced with a complex statute of limitations motion to dismiss, plaintiff&rsquo;s attorneys utilized OpenAI’s ChatGPT to conduct legal research and draft a formal opposition brief. The resulting judicial breakdown exposed the deep mismatch between consumer expectations of AI intelligence and the actual structural mechanics of predictive language generation.</p>