most citedResT: Reshaping Token-Level Policy Gradients for Tool-Use Large Language Models

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cs.SI2026

Topological collapse of higher-order interactions bottlenecks collective intelligence in AI agent societies

Shuo Lu, Weicheng Meng, Aijing Yu +4

Current paradigms in artificial intelligence concentrate on scaling the capabilities of individual models, yet the collective behaviour of interacting agents is shaped by the topol…