Chamara Somaratne

Sovereign Tensor Architecture: A Unified Open Standard for Zero-Copy Storage, Declarative Execution, and Cryptographic Provenance in Distributed AI

The rapid proliferation of large neural networks has exposed severe fragmentation in model distribution, execution contracts, and supply-chain verification. Existing weight container formats require multi-file parsing, runtime CPU memory re-alignment, and out-of-band lexical toke...