Decentralized AI Reasoning for Livestock Health (Collective intelligence for livestock health - reasoning, not memorization)
HerdMind is a Bittensor subnet that generates stochastic livestock health scenarios and rewards miners for accurately inferring latent biological states under uncertainty.
The evaluation focuses on probabilistic reasoning quality rather than deterministic answers.
No existing Bittensor subnet specializes in decentralized biological signal reasoning, making HerdMind a category-defining infrastructure layer.
Complete subnet design — Full proposal document with incentive mechanism, miner/validator architecture, and business logic
Documentation — 7+ supporting files and technical documents including Whitepaper, Explanation Video, Pitch Deck, Anti-Gaming & Adversarial Protection Design, etc
Market positioning — Running synthetic structured challenges to build and refine the scoring rulebook, evaluating signal coverage, conflict handling, and confidence calibration. Real farm data integration is planned for validation and pilot studies