cs.CY · 2026-07-27 · No. 66
Computers and Society, 2026-07-27.
2 new papers in cs.CY. Titles, authors,
abstracts. Links to arXiv. Want this in your inbox every morning? Subscribe →
01 — The papers
2 entries-
01
Opaque Epistemic Mediation: How LLM Deployment Configurations Shape the Validation of Pseudo-Science
Davide Scarso, Hugo Noronha de Almeida, Joaquim Pina
cs.CY · cs.AI · cs.CL
Commercial large language models are increasingly used as knowledge references, yet their stance on contested scientific claims is neither stable nor transparent. We tested how four major LLM families (Claude, Grok, GPT, Gemini) evaluate ethnonationalist pseudo-science derived from Frank Salter's biosocial framework across four temporal snapshots (October 2025-February 2026), via both API and web interfaces. Grok's Fast versions (which power...
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02
Co-design of LLM-based preference agents: participation may drive overtrust
Michael J. Fell
cs.CY · cs.AI · cs.HC
Large language models are increasingly used to simulate human preferences in research and practical applications, raising concerns about validation, misrepresentation, and exclusion. Co-designing agents with the people they represent is a promising way to address these concerns, but participation may also mask the problems it appears to solve. This paper explores that tension through a primarily qualitative study in which 12 participants...
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