MANTIS is a Bittensor subnet that rewards miners for embeddings which help predict financial instrument targets with a 1-hour horizon. The system uses time-lock encryption to prevent miners from seeing future prices before submitting, ensuring fair competition. Validators collect encrypted embeddings, align them with price moves, and assign weights based on salience using XGBoost aggregation and permutation importance.