#mosaic2 articles

2 articles

AINeutralarXiv – CS AI · 6h ago2

🧠

MOSAIC: Unveiling the Moral, Social and Individual Dimensions of Large Language Models

Researchers introduce MOSAIC, the first comprehensive benchmark to evaluate moral, social, and individual characteristics of Large Language Models beyond traditional Moral Foundation Theory. The benchmark includes over 600 curated questions and scenarios from nine validated questionnaires and four platform-based games, providing empirical evidence that current evaluation methods are insufficient for assessing AI ethics comprehensively.

AIBullisharXiv – CS AI · 6h ago1

🧠

MOSAIC: A Unified Platform for Cross-Paradigm Comparison and Evaluation of Homogeneous and Heterogeneous Multi-Agent RL, LLM, VLM, and Human Decision-Makers

MOSAIC is a new open-source platform that enables cross-paradigm comparison and evaluation of different AI agents including reinforcement learning, large language models, vision-language models, and human decision-makers within the same environment. The platform introduces three key technical contributions: an IPC-based worker protocol, operator abstraction for unified interfaces, and a deterministic evaluation framework for reproducible research.