DeAI Nation One-Pager DeAI Nation is an international nonprofit association that measures and explains the decentralized artificial intelligence industry. We analyze distributed compute, open models, DeAI protocols, the economics of GPU networks, inference accessibility, compute transparency, and the risks of AI infrastructure centralization.
We believe that open models, open source, open weights, and distributed computing are the foundation of fairer access to artificial intelligence. Our goal is to make the decentralized AI market visible, understandable, and verifiable for developers, companies, researchers, investors, media, and public institutions.
The ProblemThe AI GPU market is highly concentrated:
over 90% of infrastructure of the infrastructure is controlled by two countries — the United States and China. Corporations in these two countries own 126 AI hubs, while Europe has only 6. More than 150 countries have no such infrastructure at all.
This creates risks of censorship, access restrictions, and geopolitical dependence. This order makes open AI inaccessible to most countries, companies, and independent teams: access to compute is limited, cloud GPU rental is expensive, and dependence on a small number of providers continues to grow.
At the same time, the decentralized AI market remains poorly measured. The industry lacks a single, clear data layer. Without it, the market remains opaque: developers struggle to choose infrastructure, investors struggle to evaluate projects, media struggle to explain what is happening, and the industry itself struggles to prove its viability.
The SolutionDecentralized AI distributes computation across thousands of independent nodes, eliminating a single center of control and following the principles of resilient open protocols. Just as Bitcoin has no “central bank,” DeAI has no single operator.
Key properties of DeAI:
- open access for companies, developers, and independent teams;
- a global GPU network as an alternative to centralized data centers;
- resistance to monopolization at the protocol level;
- transparency and verifiability of computation;
- pricing determined by the market, not by a handful of corporations.
But for this industry to become understandable and useful, it must be measured systematically. It needs data, methodologies, indices, explanations, and public analytics that show not only the promises, but also the actual state of the DeAI market.
What the Association DoesDeAI Nation is building an independent analytical body for the decentralized AI industry. We:
- collect and structure data on DeAI protocols, GPU networks, models, inference, pricing, demand, governance, and capital;
- create market reports, rankings, indices, and comparative analytics on decentralized AI;
- explain what is happening in the DeAI industry, why it matters, and what risks are created by the centralization of AI infrastructure;
- promote decentralization and explain the systemic risks of dependence on a small number of AI providers;
- organize public discussions, educational formats, and expert materials on DeAI as a new infrastructure category.
Who Needs ThisDevelopers — to understand how models can be launched, how inference can be obtained, and how infrastructure can be selected.
AI companies and startups — to evaluate alternatives to centralized clouds and compare the cost, availability, and reliability of different networks.
DeAI protocols — to show the market real metrics of network growth, usage, quality, and demand.
Investors and funds — to see the structure of the market, compare projects, separate working infrastructure from narrative, and assess long-term categories.
Media and researchers — to receive clear explanations, figures, and context on an industry that still remains complex and fragmented.
Public institutions — to understand how access to AI infrastructure is changing, where new dependencies are emerging, and what alternatives are appearing beyond Big Tech.
What This Gives the IndustryDecentralized AI can become a full-fledged infrastructure category only when it can be measured, compared, and explained. DeAI Nation helps the industry move from broad claims to verifiable data:
- how much compute is actually available;
- which networks genuinely work;
- where demand exists;
- which models can be launched;
- how much inference costs;
- which projects are growing not only in capitalization, but also in usage.
This turns DeAI from an abstract idea into an observable market.
Join UsWe are building an independent analytical platform and public knowledge base on decentralized AI. We invite DeAI protocols, GPU operators, developers, researchers, funds, journalists, and all market participants to share data, methodologies, and expertise.
For questions about analytics, research, and participation in public materials, please
contact us.