Author

Nicolò Pagan

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#data science Open access Oct 2026

AI-generated language remains systematically distinguishable from human communication.

Large language models (LLMs) are increasingly used in the social sciences to simulate human behavior and communication, yet validation methods for these applications remain limited. Existing evaluations often rely on human judgments of plausibility, a coarse, difficult-to-scale, and often unreliable benchmark for disti...

Nicolò Pagan, Petter Törnberg, Christopher A. Bail et al. · Proceedings of the National... · 0 citations

#artificial intelligence Preprint Sep 2026

Prompt Revision as a Source of Cultural Bias in Text-to-Image Systems

WorldVIEW, a multilingual benchmark of 8,960 prompts across 15 languages and 31 language-context pairings, is introduced, and the revision layer itself is identified as a previously undocumented, causal source of this stereotyping.

Aleksandra Urman, Elsa Lichtenegger, Salima Jaoua et al. · 1 citation