PANews reported on November 11 that ❜mbd, a company developing an intelligent recommendation system for Web3 social applications, completed a $3 million pre-seed round of financing. This round of financing was jointly led by Mask Network and Polymorphic Capital, with participation from a16z crypto, CSX, Forward Research, Social Graph Ventures and WAGMI. ❜mbd is committed to improving the content personalization and interactivity of Web3 social applications through AI-driven recommendation systems, and has integrated AWS and Google Cloud AI startup support programs.

❜mbd focuses on developing decentralized content recommendation and review protocols, providing low-latency, real-time updated machine learning APIs, and providing Web3 developers with a personalized experience similar to Web2 social platforms.