consensus formation 1interaction graph 1multi-agent language models 1naming game 1open-weight models 1routing strategies 1
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cs.AI2026
Graph Feedback Controls Consensus and Clique Formation in Open-Weight Language-Model Populations
Samer Saab, Chaouki Abdallah
The paper studies how the interaction graph among open-weight language models affects their ability to reach consensus or form cliques, using a naming‑game protocol and comparing t…
cs.AI2026
MIRA-Math: A Benchmark for Minimal Information Requesting and Mathematical Reasoning
Charbel Al Bateh, Samer Saab
Mathematical reasoning benchmarks typically provide all facts needed to solve each problem, while interactive benchmarks often mix reasoning with tools, retrieval, and long-horizon…