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LEGIT: Credentialing Protocol for Trustworthy AI Agent Marketplaces

arXiv cs.AI ↗ · 6d ago Cached

LEGIT is a credentialing protocol for trustworthy AI agent marketplaces that connects certification, reputation, and marketplace allocation to enable verifiable quality assessment of AI agents.

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#reputation-system

Who checks the GPU running your AI request? How a decentralized inference network catches hosts that cheat

Reddit r/ArtificialInteligence ↗ · 2026-09-17

The article explains how a decentralized inference network uses spot checks, reputation systems, and open weights to ensure honest GPU execution of AI tasks, highlighting ongoing research challenges in handling output discrepancies.

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