Bittensor is a decentralized infrastructure for incentivizing the building and deploying of machine learning models. It allows users to create and train models in a decentralized network, using a blockchain-based reward system to incentivize participation and contributions. This infrastructure aims to create a more open and transparent ecosystem for machine learning development and deployment, while also allowing for greater collaboration and innovation within the field.