'mbd Beta & Farcaster

While our vision and mission have driven us to build the best AI and Cryptography research team in the industry as well as commit to doing breakthrough research in AI Robustness & Verifiablity, AI Explainability, AI Sybil Resistance, right now, we are simply focused on the needs of Web3 developers to help them bootstrap their network effects and build AI systems that are powerful but easy to use, in as much of a modular and transparent way as possible.

Our initial goal is to bring Web3 Social to feature parity with Web2 Social. So since our inception in March 2023, we have built the most powerful AI algorithms for content moderation and discovery for Farcaster, one of the most lively and exhilarating decentralized social communities, home to crypto OGs like Vitalik, Balajis, and Chris Dixon.

It took us many iterations, but we are proud to release the first native Farcaster AI models by and for the crypto space. You can use 'mbd to supercharge your application with:

State-of-the-art Ranking AI algorithms to any web3 builder, small or large, giving them a shot at competing with entrenched Web2 companies. TikTok, Instagram, and X, watch out!
State-of-the-art Classification AI models that can detect LLM content, bot and airdrop farmers, as well as abusive behaviour from spam to illegal content. Goodbye crypto scammers & lurkers, enjoy your last cycle!
New powerful ML primitives like intelligent cold start exploration that can be accessed easily through simple APIs (integrate models under 3 minutes!) and enterprise-grade AI serving with milli-seconds response times.