Web3 startup mbd completed a $3 million Pre-Seed round led by Mask Network and Polymorphic Capital, with participation from a16z CSX, Forward Research, Social Graph Ventures, and WAGMI Ventures. MBD has built machine learning recommender systems that pre-train on-chain data with the aim of providing dynamic, relevant content and actions for each user.