MANTIS

About MANTIS

Mantis Subnet 123 is a collaborative prediction network built on Bittensor, designed to incentivize accurate and diverse financial market forecasts. Validators collect encrypted miner predictions on various financial challenges (e.g., price direction, volatility regimes, cross-asset rankings), decrypt them after a timelock, and score them using advanced logistic regression and meta-models. The system employs sybil resistance, dual-path encryption, and sophisticated aggregation and smoothing techniques to ensure fair, robust, and tamper-resistant on-chain weighting. Miners are rewarded based on their predictive salience across multiple challenge types, including binary outcomes, volatility, breakout events, and bracket trades, with mechanisms to prevent gaming and duplicate submissions.