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Abstract

Background: Large Language Models often hallucinate citations.

Methods: We tested 5 leading models against a dataset of 1,000 verified references.

Results: Error rates ranged from 15% to 40%.

Conclusion: A constraint-based verification layer is essential for academic integrity in AI drafting.

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