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How Decentralized AI Changes Access to Intelligence

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by Giorgi Kostiuk

7 hours ago


Decentralized Artificial Intelligence (DeAI) continues to transform access to intelligence, similar to how Gutenberg's printing press changed access to knowledge in the 15th century.

The Problems of Closed AI Platforms

Closed AI platforms create bottlenecks due to limited access, which can lead to biased decisions and opaque outcomes. Documented cases show that centralized technology has resulted in wrongful arrests and data distortions. In 2025, OpenAI announced plans to maintain its status as a nonprofit organization, highlighting the importance of public good in technology evolution, while also illustrating the fragility when tied to corporate governance.

The Impact of DeAI on Communities and Markets

DeAI developers can run models locally and adapt them to specific conditions. Projects using DeAI are already actively being implemented: farmers in India utilize voice assistants, teachers in Sierra Leone use chatbots for lesson support, and midwives in Guatemala apply AI for maternal and child health monitoring. All these technologies are created by community members, empowering them to participate in the global tech development.

The Ideological Divide in AI Development

The main critique of DeAI is that decentralization may lead to inconsistency or misinformation. However, similar to the advent of the printing press, the concerns regarding social consequences of decentralization are not new. Transparent systems can support oversight, and ethical norms can evolve in the open space. There are differing approaches to AI development; while some advocate for centralized control, others warn about the risks of the narrow perspectives of developers.

The shift towards decentralized intelligence opens up new opportunities for participation in technology creation, making it more accessible and tailored to community needs. This echoes the original process associated with the Renaissance, where access to knowledge increased. In the future, it is crucial to continue developing infrastructure and investing in local projects.

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