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arxiv_cs_ai ยท May 27, 2026 ยท paper

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SwarmHarness: Skill-Based Task Routing via Decentralized Incentive-Aligned AI Agent Networks

arxiv.orgMay 27, 2026
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In brief

Vast quantities of compute (GPU cycles on personal workstations, idle inference servers, and edge devices between jobs) go unused because no incentive-aligned protocol exists for their owners to share them safely and...

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