C. Preece

Hallucinations in large language models within academic contexts: a systematic review

The findings indicate that hallucinations systematically compromise academic writing quality, distort assessment processes and undermine epistemic trust in scholarly outputs, leading to an integrated conceptual perspective linking hallucinations to epistemic risk, information integrity and digital trust.