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Farah Atif

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#artificial intelligence Conference Open access Aug 2026

The Failure Happens Before the Drift: The Social Dynamics of Values in LLM Agent Societies

A World Values Survey-grounded simulation framework where culturally diverse agents with different communication styles engage in longitudinal, value-laden discussions suggests that current LLM agents can generate plausible conversations, but remain limited proxies for representing and preserving diverse human value pr...

Farah Atif, Sougata Saha, Monojit Choudhury · 0 citations
Preprint Jul 2026

Jais 2: A Family of Arabic-Centric Open Large Language Models

Jais 2 is a family of Arabic-centric large language models developed jointly by MBZUAI, Cerebras, and Inception, designed to advance Arabic-centric language modeling, with strong performance across the Arabic and culturally grounded benchmarks evaluated in this report. The family includes, to our knowledge, the largest...

Mohamed Anwar, A. Freihat, George Ibrahim et al. · 3 citations

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