NEURAMESH PROTOCOL
An Apple-native peer-to-peer protocol that meshes Mac, iPhone and iPad over the local network and shards a transformer's layers across them — so several devices together run a model none of them could hold alone. Hand-rolled UDP transport, Noise-IK handshake and AES-256-GCM encryption, with zero third-party dependencies.
- Distributed inference — Llama-2-7B sharded across a 3-device mesh
- 2.6× faster than TCP+TLS on encrypted inference traffic
- Quorum-sealed distributed memory with K-of-N erasure coding · 474 tests passing