p2p ai inference mesh

A peer-to-peer AI inference mesh is a decentralized network architecture where agents connect directly to discover peers and communicate through distributed protocols to share inference workloads . Such systems allow building multi-host clusters that transparently distribute inference requests across multiple instances while maintaining a unified API endpoint . This approach uses technologies like libp2p and gossip protocols to achieve consensus across peers without requiring a central master server .

Source: r/ollama | 2026-05-13