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Doctelligence Network 🚀

Doctelligence is a peer-to-peer blockchain protocol that enables secure AI model training while ensuring data ownership. By integrating blockchain, IPFS, federated learning (FL), and privacy-preserving technologies, we enable scalable AI development without relying on centralized intermediaries.

Empowering Data Owners & AI Developers

  • For Data Owners: Retain full control over data while monetizing it through model updates—not raw data.
  • For AI Developers: Access diverse decentralized data for training AI models without the constraints of centralized silos.

Doctelligence facilitates a peer-to-peer marketplace for AI training and data in a decentralized ecosystem. Tailored for small models on-device, it scales for an open AI economy by eliminating third-party intermediaries, keeping data under the owner’s control while only exchanging model updates.

Decentralized validators empower the network, enabling peer-to-peer exchanges between AI trainers and data owners, ensuring no single entity controls the process. It operates without relying on centralized compute nodes, third-party hardware, or intermediaries. The network and protocol are designed to serve as backend infrastructure, supporting applications for AI training ecosystems and data markets for exchanges, with clean transactions facilitating the frontend. In essence, the blockchain functions entirely as the backend for real utility.

Key Features of Doctelligence

  • 💻 Data Ownership
    Data owners retain full control over their data. Whether stored locally or through decentralized storage solutions, only model updates are shared—raw data never leaves the owner's control, ensuring privacy.

  • 🤖 Decentralized AI
    Models are trained on a decentralized network, eliminating the need for centralized servers. This approach ensures scalability and security, while preserving the privacy of the participants.

  • 💰 Direct Rewards
    Data owners are rewarded directly in stablecoins for their participation in training AI models. By eliminating intermediaries, rewards are efficiently distributed in a transparent and trustless manner.

Doctelligence 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 [email protected] 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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  1. White-Paper White-Paper Public

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  2. DIN-Protocol-Simulator 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.

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  3. Doctelligence-Foundation Doctelligence-Foundation Public

  4. .github .github Public

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  6. DIN-Protocol-Proposals-DPP DIN-Protocol-Proposals-DPP Public

    DIN Protocol Proposals (DPPs) repository is the hub for the DIN community to enhance the Decentralized Intelligence Network (DIN). DPPs facilitate the proposal and discussion of updates, features, …

Repositories

Showing 10 of 11 repositories
  • .github Public
    Doctelligence/.github’s past year of commit activity
    0 0 0 0 Updated Mar 9, 2025
  • White-Paper Public
    Doctelligence/White-Paper’s past year of commit activity
    2 0 0 0 Updated Jan 22, 2025
  • din-contributor Public

    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

    The DIN-Protocol-Toolkit provides a comprehensive set of tools and resources for deploying and managing smart contracts related to the Decentralized Intelligence Network (DIN) protocol. This toolkit includes smart contracts, deployment scripts, and utility code to support federated learning and decentralized systems.

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

    This repository explores potential modular extensions of the Decentralized Intelligence Network (DIN) to enhance its capabilities across various sectors.

    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
    0 0 0 0 Updated Sep 7, 2024
  • DIN-Protocol-Proposals-DPP Public

    DIN Protocol Proposals (DPPs) repository is the hub for the DIN community to enhance the Decentralized Intelligence Network (DIN). DPPs facilitate the proposal and discussion of updates, features, and improvements to the DIN protocol, driving continuous innovation.

    Doctelligence/DIN-Protocol-Proposals-DPP’s past year of commit activity
    0 0 0 0 Updated Sep 7, 2024

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