Language Recovery OS
Autonomous agents transcribe an endangered-language archive, retrieve evidence and flag conflicts. A deterministic Python engine, never the model, decides what's accepted and what a human must check.
Core trick
Models transcribe and retrieve evidence while a deterministic Python rules engine alone decides which transcriptions are accepted.