Building a Decentralized Brain with AI & Crypto

Thanks to Sam Green of Semiotic Labs and Yaniv Tal of Geo for contributing to this post.

TL;DR:

• The rapid adoption of AI underscores the urgent need for decentralized solutions to step in and prevent centralized control among tech giants. The best path forward combines AI and blockchain to ensure data openness and verifiability.
• Retrieval Augmented Generation (RAG) and knowledge graphs improve LLMs’ accuracy by providing up-to-date and contextually relevant information, with knowledge graphs offering superior data organization and retrieval capabilities.
• Decentralized knowledge graphs are the next big paradigm shift. They can leverage blockchain technology to ensure open access to information, while enhancing trust through verifiability and transparent governance.
• Geo, a pioneering decentralized knowledge graph launching soon on The Graph, exemplifies the integration of blockchain and AI to create a more accessible, reliable, and user-governed internet.
• Information will be organized and generated at an exponential rate thanks to human-in-the-loop verification and AI-powered content generation, ensuring trust and transparency while maintaining a human touch.

Full article available on https://www.streamingfast.io/blog/building-a-decentralized-brain-with-ai-crypto