A minimal ODE model of AI adoption in writing and reviewing predicts a short-term knowledge peak followed by 40% long-term decline unless review acceleration exceeds writing acceleration.
(a) AI adoption in writing (φw, external logistic) and in review (φr, endogenous, queue-driven)
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Publish and Perish: How AI-Accelerated Writing Without Proportional Verification Investment Degrades Scientific Knowledge
A minimal ODE model of AI adoption in writing and reviewing predicts a short-term knowledge peak followed by 40% long-term decline unless review acceleration exceeds writing acceleration.