SuperBrain

SuperBrain is an offline-first RAG knowledge subnet for Bittensor. Users run a desktop app (Ollama + Qdrant) to build AI knowledge locally with zero internet, then sync encrypted embedding batches in short bursts via store-and-forward protocol. Miners earn TAO for source-grounded, faithful responses scored on Supportedness (40%), Relevance (25%), Novelty (20%), and Latency (15%). Working desktop app with full offline RAG + cited answers exists today. Round II builds validator scoring + batch sync protocol.

UPDATE: Testnet subnet deployed and running — Subnet 442 on Bittensor testnet with live miner/validator scoring. Code: https://github.com/KatchDaVizion/superbrain-subnet

Live mining pool infrastructure (SN65 mainnet):

https://github.com/KatchDaVizion/superbrain-pool-public.git

FastAPI backend, worker monitor with admin dashboard, Docker Compose deployment, WireGuard worker management. Running live on Bittensor mainnet UID 190 with 253 worker peers.

Full subnet design proposal: https://drive.google.com/file/d/1FlC9pnxh885TWWJuNrjPIunAiYqSI1_6/view?usp=sharing

SuperBrain exists because AI should make the world better, not create a bigger gap between classes. This is an attempt at leveling the playing field — no cloud subscriptions, no expensive APIs, no always-on internet required. Just a laptop, your own knowledge, and a decentralized network that pays you fairly. Own your intelligence. That's SuperBrain.

Built working Electron desktop app: offline Ollama chat with streaming, Qdrant RAG with document ingestion and cited answers, TAO mining dashboard, mining pool interface. Operational SN65 infrastructure on mainnet (UID 190): Dockerized miner, WireGuard workers, monitoring dashboard. Designed scoring mechanism (Supportedness/Relevance/Novelty/Latency), Knowledge Pools ecosystem (Public/Pro/Private), and 4-week Round II MVP plan.

Post-submission: Deployed Subnet 442 on Bittensor testnet. Miner generating cited RAG responses, validator scoring 0.85+ with 4-factor mechanism, weights committed on-chain. 719 test assertions passing across 12 test files. Three-layer sync protocol (LAN, Bluetooth, I2P) with full integration tests. Post-submission: Deployed Subnet 442 on Bittensor testnet. Miner generating cited RAG responses, validator scoring 0.85+ with 4-factor mechanism, weights committed on-chain. 719 test assertions passing across 12 test files. Three-layer sync protocol (LAN, Bluetooth, I2P) with full integration tests.

Full-stack development environment operational: Electron desktop app wired to FastAPI bridge API (localhost:8390) connecting to live Python sync layer. React components pull real data — share knowledge, toggle visibility, trigger sync, view peers — all hitting the actual sync queue over HTTP. Desktop → Bridge → Sync → Bittensor pipeline running end-to-end on local machine. Demo available on request.

Not yet fundraising. Seeking Round II selection for $10K prize + discretionary TAO investment. Self-funded development to date. Revenue model designed: premium sync, API query fees, Knowledge Pools marketplace, enterprise subscriptions. 50% of net revenue reinvested into network health.