Digital platforms rely on sustained user contribution, review, and moderation, yet these activities are privately costly and vulnerable to free-riding, gaming, and reputational distortion. Drawing on evolutionary game theory, public-goods dilemmas, and reputation-based cooperation, this paper develops an agent-based mo...
Katarina Kostelić, D. Etinger· Systems· 0 citations
SocraticTrap-CS is introduced, a publicly available benchmark that probes the capacity of open-weight LLMs to generate strategic misconceptions on demand and reframes the evaluation of educational LLMs around pedagogical trustworthiness rather than factual correctness alone.
Marijela Miličević, Mia Rovis, Ratomir Karlović et al.· Information· 0 citations
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