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AI IntelligenceAug 19, 2026AI Intelligence
Article

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 EditorialSource: arXiv
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Source Brief

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...