State of Decentralized AI 2026

The "State of Decentralized 2026" report provides a critical examination of the concentration within the digital processing sector. Key areas of focus include: * Analysis of digital processing ownership and infrastructure * Examination of hardware supply chain dominance * Exploration of model development centralization * Overview of the decentralized processing ecosystem as an alternative * Insights into market trends and key projects This comprehensive report delves into the current landscape where a small number of entities control a significant portion of digital processing, from model development to hardware production. It highlights the implications of this centralization and presents how a decentralized framework offers a viable path forward. The publication profiles leading projects within the decentralized processing field, presenting interviews with thought leaders, researchers, and policymakers who are instrumental in shaping its future. It also includes an accessible introduction to the technical underpinnings of decentralized training and inference. Perfect for researchers, investors, and technologists interested in alternative models for digital processing and infrastructure development.