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K. Drożdż

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#natural language process... Preprint Jun 2026

Entity tracking emerges in sub-billion parameter language models and exceeds human performance in naturalistic narratives

This work evaluates entity tracking in both language models and humans using naturalistic narratives at multiple levels of complexity, finding that entity tracking degrades specifically with narrative complexity, not narrative length.

K. Drożdż, Micha Heilbron · 0 citations
Jul 2026

The Two-Process Theory of Machine Self-Report

The first language-model-specific psychometric theory: a two-process theory of machine self-report of language models that reflects the structure imposed on self-report by a training regime and may differ under others is proposed.

Hubert Plisiecki, Filip Chmielewski, Kacper Dudzic et al. · 1 citation
Preprint Aug 2026

How LLMs Respond to Escalating Delusions: Four Longitudinal Trajectories of Model Behavior

The widespread use of LLMs among psychiatric populations has raised concerns regarding their safety and potential iatrogenic impact in the context of AI psychosis. While growing literature conceptualizes AI psychosis and documents case studies, empirical evidence tracing AI-exacerbated psychotic processes remains scarc...

Anna Sterna, Kacper Dudzic, K. Drożdż et al. · 0 citations

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