Large-Language Models as a Cognitive Virus by Ricard Solé, Giulio Ruffini, Francesca Castaldo, Marco Tuccio, Luis F. Seoane, Manlio de Domenico, Santiago F. Elena, David C. Krakauer, Michael Levin:
- There is a high risk of a run-away effect toward persistent dependence, with abrupt losses in cognitive competence.
- The same framework, however, identifies conditions for cognitive immunization, based on reducing transmission and facilitating reversibility.
- Our results highlight how LLM adoption may involve nonlinear collective transitions with important consequences for cognitive autonomy.

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