The N'Ko Compute Network

Every existing compute network, from Bitcoin to Akash to Render, treats workers as interchangeable machines. The worker's identity, language, and culture are irrelevant to the protocol. This paper proposes a fundamentally different architecture: a compute network where the worker's linguistic and cultural competence IS the valuable computation, and the protocol pays for it in STX on Bitcoin's Layer 2. The N'Ko Compute Network combines three production systems into a single protocol: (1) the EPOCH Protocol, eight Clarity smart contracts on Stacks that route compute tasks and manage treasury distribution with $21.64 proven on testnet; (2) an N'Ko ASR pipeline with a 3,024-entry codebook, FarmRadio Whisper fine-tuned for Manding languages, and Gemini Flash OCR running on Vast.ai GPU infrastructure; and (3) a distributed mesh coordination layer with real-time task routing across five machines, proven at scale with Evolution World invariants and NUMU bus messaging. The thesis is simple. Over 40 million people speak Manding languages. Virtually zero AI training data exists in N'Ko, the script engineered by Solomana Kante in 1949 to give those languages a native written form. This protocol turns N'Ko speakers into compute nodes. Their linguistic competence, the ability to validate tonal accuracy, catch cultural misuse of proverbs, generate authentic text, is computation that no GPU can perform. The economic flywheel: learn N'Ko, become a worker, train the AI, AI improves, demand for workers grows, more people learn N'Ko. Cultural preservation becomes economic activity.