Binance Research has published the 「Fundamentals of Decentralized AI」report.The report looks at the concentration of AI development among a few Big Tech companies and the risks of concentrating AI power, especially as the models become more sophisticated and integrated into daily life. It also introduces the concept of Decentralized AI (DeAI), which seeks to democratize AI by leveraging blockchain technology to decentralize data, compute, and algorithms—the building blocks of AI.
The report further presents real-world examples of how decentralized networks are being created to support data storage, computation, and distribution of AI models. Additionally, it discusses how blockchain-based infrastructures can help counterbalance the centralized control of AI, fostering a more transparent, fair, and accessible system.