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Large Language Models as a Cognitive Virus

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Last discussed Oct 12, 2026

An academic paper by applied mathematicians that uses a nonlinear dynamical system to model how LLM use and dependence spread through a population.

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Cal Newport
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Used for: Understanding interventions that prevent dependence on LLMs Praised: Brings categorical clarity to the AI debate and identifies three interventions

"There's a new AI paper that's making waves. It's called 'Large Language Models as a Cognitive Virus.' ... So, I thought it was a useful paper, but probably my summary is enough unless you really want to try to understand some of these pages."

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