Author

Shivani Kumar

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#natural language process... Apr 2026

Cooperative Profiles Predict Multi-Agent LLM Team Performance in AI for Science Workflows

This work benchmarks 41 open-weight LLMs across six behavioral economics games and shows that game-derived cooperative profiles robustly predict downstream performance in AI-for-Science tasks, indicating that cooperative disposition is a distinct, measurable property of LLMs not reducible to general ability.

Shivani Kumar, A. Bharathwaj, David Jurgens · arXiv.org · 1 citation

#artificial intelligence Sep 2025

One Model, Many Morals: Uncovering Cross-Linguistic Misalignments in Computational Moral Reasoning

A controlled multilingual evaluation across six geographically, culturally, and linguistically diverse languages reveals a central disconnect in multilingual moral reasoning: language changes models'moral judgments and the training evidence associated with their reasoning, but does not correspondingly localize the mora...

Sualeha Farid, Jayden Lin, Zean Chen et al. · arXiv.org · 4 citations · ⚡1