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Doctelligence Network 🚀

Doctelligence is a decentralized infrastructure for AI and data marketplaces, enabling secure, peer-to-peer collaboration without data movement.

Empowering Data Owners & AI Developers

The decentralized validators power the network, enabling peer-to-peer interactions within decentralized applications (dApps), ensuring that no single entity controls the process. By integrating blockchain, IPFS, federated learning (FL), and privacy-preserving technologies, we enable scalable AI development without relying on centralized intermediaries, all while ensuring data privacy and security.

Our infrastructure empowers decentralized applications to facilitate both AI training and data monetization opportunities:

  • For Data Owners & AI Developers: Leverage decentralized infrastructure to monetize data stores and establish AI training opportunities. Through the secure sharing of model updates instead of raw data, both parties can collaborate effectively and scale AI solutions while preserving privacy.

The network operates independently of centralized compute nodes, third-party hardware, or intermediaries. Designed as backend infrastructure, it supports decentralized applications for AI training ecosystems and data marketplaces, ensuring secure and seamless exchanges.

In essence, the blockchain acts as the backend infrastructure, driving secure, scalable, and privacy-preserving AI solutions within decentralized applications — all without centralized control.

Key Features of Doctelligence

  • 💻 Data Ownership
    Maintain full ownership of your data while enabling AI training within a secure, decentralized infrastructure. Your data remains under your control, ensuring privacy and security, without the need for data transfers.

  • 🤖 Decentralized AI Infrastructure
    Leverage a peer-to-peer network to securely update models, enhancing both privacy and scalability for AI development. This decentralized approach ensures efficient collaboration between AI trainers and data owners.

  • 💰 Direct Rewards
    Earn stablecoin rewards directly within the ecosystem for your participation. By eliminating intermediaries, rewards are distributed transparently, promoting fair and efficient compensation for all contributors.

Foundation 🌐

The Doctelligence Foundation is the steward of the protocol, ensuring the long-term sustainability and evolution of the ecosystem. With a focus on decentralization, the Foundation supports community-driven governance, ensuring that the protocol remains open and community-focused.

Explore the White Paper

Doctelligence was selected as one of the top projects at the Summit on Responsible Decentralized Intelligence, hosted by Berkeley RDI. This event highlighted Doctelligence as the only network capable of scaling decentralized AI through data ownership and privacy-preserving methods.

To understand the technical and philosophical foundations of Doctelligence, explore our White Paper.

For further insights, check out the post from the Department of Computer Science at the University of Oxford, where Doctelligence is discussed in the context of emerging decentralized AI technologies.

Get Involved

Doctelligence is part of a growing movement dedicated to decentralizing the AI and data economy empowering data ownership. There’s a place for everyone in this journey, whether you're a developer, researcher, or advocate for decentralized technologies.

  • Contribute: Join us in shaping the future of decentralized AI. Explore our contribution guidelines.
  • Engage: Learn more about participating in the ecosystem on our website.
  • Contact: Reach out to us at abraham.nash@cs.ox.ac.uk for further inquiries or collaboration opportunities.

© 2025 Doctelligence | Decentralizing AI, ensuring data ownership, and fostering trustless innovation for a decentralized future.

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Repositories

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  • .github Public
    Doctelligence/.github’s past year of commit activity
    0 0 0 0 Updated Mar 16, 2025
  • doctelligence.github.io Public Forked from zerostaticthemes/jekyll-serif-theme

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    Doctelligence/doctelligence.github.io’s past year of commit activity
    SCSS 0 MIT 840 0 0 Updated Mar 16, 2025
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    An interface for a DIN Contributor

    Doctelligence/din-contributor’s past year of commit activity
    TypeScript 0 MIT 0 3 0 Updated Jan 11, 2025
  • doctelligence-org-website Public

    doctelligence.org is a primary online resource for the Doctelligence community.

    Doctelligence/doctelligence-org-website’s past year of commit activity
    0 0 0 0 Updated Jan 6, 2025
  • DIN-Prototype Public

    Prototype of reward disbursement for the DIN system. Uses a commit-and-reveal scheme for scoring by validators.

    Doctelligence/DIN-Prototype’s past year of commit activity
    TypeScript 0 0 0 0 Updated Dec 29, 2024
  • DIN-Protocol-Simulator Public

    A tool to test and simulate the DIN protocol for federated learning (FL) on centralized advanced computing clusters, recreating a peer-to-peer blockchain environment.

    Doctelligence/DIN-Protocol-Simulator’s past year of commit activity
    Python 0 0 0 0 Updated Dec 18, 2024
  • DIN-Protocol-Toolkit Public

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    Doctelligence/DIN-Protocol-Toolkit’s past year of commit activity
    0 0 0 0 Updated Nov 17, 2024
  • Modular-Extensions Public

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    Doctelligence/Modular-Extensions’s past year of commit activity
    0 0 0 0 Updated Sep 9, 2024
  • Doctelligence/Doctelligence-Foundation’s past year of commit activity
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