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Distributed 1-bit LLM inference over P2P - 50 nodes validated, 100% shard discovery, CPU-only

Via r/LocalLlama
Friday, Apr 3, 2026 · 10:56PM
Summary

There are roughly 4 billion CPUs on Earth. Most of them sit idle 70% of the time. Meanwhile, the AI industry is burning $100B+ per year on GPU clusters to run models that 95% of real-world tasks don't actually need. ARIA Protocol is an attempt to flip that equation. It's a peer-to-peer distributed i

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