Sovereign Neural Box

Sovereign Neural Box is a small, bare-metal x86-64 inference appliance that boots as a UEFI application. It loads a packed ternary neural model and serves fixed-size input frames over UART. It features dual-architecture inference with integer-only model paths (MLP and recurrent causal linear attention), a no-heap inference core using fixed-size buffers, and user-friendly model updates via FAT32 volumes. Designed and written in no_std Rust targeting bare metal environments with detailed deployment and update tooling.