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#consensus-protocol News & Analysis

3 articles tagged with #consensus-protocol. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

3 articles
AI × CryptoBullisharXiv – CS AI · May 127/10
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Robust Multi-Agent LLMs under Byzantine Faults

Researchers propose Self-Anchored Consensus (SAC), a decentralized protocol enabling LLM agents to collaborate reliably over peer-to-peer networks while resisting Byzantine attacks. The method allows agents to iteratively filter unreliable messages and refine outputs without centralized coordination, addressing a critical vulnerability in distributed AI systems.

AI × CryptoNeutralarXiv – CS AI · May 286/10
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Snowveil: A Framework for Decentralised Preference Discovery

Snowveil introduces a decentralised preference discovery framework that enables social choice aggregation without a central authority, using gossip-based consensus protocols. The system achieves convergence on canonical voting outcomes through peer sampling and local belief updates, with proven scalability and compatibility with multiple aggregation rules.