Author

Dima Galat

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Preprint Oct 2026

How Far Can an Agent Push? Trust-Safety Margins in Live Language-Based Economic Games

Game theory identifies when a strategic action should be accepted, but not how long a live, language-based counterpart will continue to accept it. We entered the GLEE competition in its final week with one protected agent, Milton, and four instrument agents that ran deterministic, per-game randomized trials of policy c...

Dima Galat, M. Rizoiu · 0 citations

Review

Overview and Joint Report of the Voight-Kampff Task of the ELOQUENT 2026 Lab for Evaluating Generative Language Model Quality

R. Gunti, J. M. Shalani Dilinika, Devadasu Ghanta et al. · 1 citation

Review Jul 2026

UTS at CheckThat! 2026: Cite-Frame Engineering for Generated Fact-Checking Articles

CheckThat! 2026 Task 3 asks systems to generate fact-checking articles, graded by an unweighted mean of four sub-metrics (M4). Our UTS submission placed 2nd of 11 teams (M4 = 0.484). The shipped system is a deterministic stub drafter wrapped by two single-lever interventions: a domain-attribution cite frame (HostCite)...

Dima Galat, M. Rizoiu · 0 citations