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Large language models as cognitive shortcuts: a systems-theoretic reframing beyond bullshit

IntroductionLarge Language Models (LLMs) are often framed through metaphors such as “bullshit” or “stochastic parrots,” emphasizing missing grounding, belief, or intention. While rhetorically powerful, these framings obscure how LLMs are used for sense-making, ideation, and communication. We reframe...

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Bibliographic Details
Main Author: Murat Sariyar
Format: Artigo
Language:Inglês
Published: Frontiers Media S.A. 2026-02-01
Series:Frontiers in Artificial Intelligence
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/frai.2026.1681525/full
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