Comparing ChatGPT-5 and other GenAI tools in doctoral confirmation: variability, persona effects, and alignment with human feedback

Overview of attention for article published in Assessment & Evaluation in Higher Education, February 2026

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Does ChatGPT-5 reach claimed 'PhD-level expertise' when asked to perform the routine human task of assessing a PhD student's work? We asked this and tested Claude and Gemini while we were at it. Here are the peer-reviewed results. https://t.co/LeA3yX6zav

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