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AI情报2026年8月19日AI情报
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DeAR: Decentralized Agentic Reasoning via Capability Grounding and Collaborative Thought Navigation: Existing agentic reasoning...

Systems typically rely on centralized protocols. This design introduces routing bottlenecks and static role allocations that often fail when handling complex multimodal queries. We propose DeAR (Decentralized Agentic Reasoning), a framework that shifts from central control to autonomous peer-to-peer collaboration. DeAR is built...

Frontier 编辑部来源: arXiv
01

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DeAR: Decentralized Agentic Reasoning via Capability Grounding and Collaborative Thought Navigation: Existing agentic reasoning systems typically rely on centralized protocols. This design introduces routing bottlenecks and static role allocations that often fail when handling complex multimodal queries. We propose DeAR (Decentralized Agentic Reasoning), a framework that shifts from central control to autonomous peer-to-peer collaboration. DeAR is built...