Opiniongenerative aillmresearch training
Generative AI Reshapes PhD Research Training
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6.1
An academic recounts using generative models — OpenAI's ChatGPT-5 and Anthropic's Claude Code — since ChatGPT-5's August launch to develop mathematical definitions, proofs, and Python implementations during a months-long project. The tools compressed roughly a year of PhD student effort into six weeks of work but risk undermining PhD apprenticeships by depriving students of learning hypothesis selection, critical review, and research responsibility.
Scoring Rationale
Demonstrates meaningful productivity gains in research workflows, but rests on one author's anecdotal project without broader validation.
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