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A team of academic researchers developed a mathematical framework demonstrating how generative tools might negatively affect scientific output. When automated assistants reduce the time needed to draft papers, scholars tend to initiate more superficial projects rather than completing deeper analytical steps. The authors advocate directing automation toward complex experimentation rather than high speed content production.