Home > web3.0 > Filecoin Foundation Announces Collaborations with SingularityNET, Theoriq, Bagel, and Nuklai to Establish the Decentralized Physical Infrastructure Network (DePIN) Backbone for AI Advancements

Filecoin Foundation Announces Collaborations with SingularityNET, Theoriq, Bagel, and Nuklai to Establish the Decentralized Physical Infrastructure Network (DePIN) Backbone for AI Advancements

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Release: 2024-07-16 12:23:17
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Network announcements include collaborations with SingularityNET, Theoriq, Bagel, and Nuklai. BRUSSELS, July 10, 2024 /PRNewswire/ -- Filecoin Foundation today announced collaborations with prominent AI organizations including SingularityNET, Theoriq, Bagel, and Nuklai.

Filecoin Foundation Announces Collaborations with SingularityNET, Theoriq, Bagel, and Nuklai to Establish the Decentralized Physical Infrastructure Network (DePIN) Backbone for AI Advancements

The Filecoin Foundation announced collaborations with prominent AI organizations, including SingularityNET, Theoriq, Bagel, and Nuklai, during FIL Brussels and EthCC. These collaborations highlight the Filecoin network's role as the Decentralized Physical Infrastructure Network (DePIN) backbone for AI advancements.

As more organizations shift toward closed and opaque training models, concerns arise about power concentration, information silos, and centralized control, exposing data to vulnerabilities. These systems lack transparency, obscuring crucial aspects of AI development, such as data sources and training methodologies.

The Filecoin network offers an alternative to centralized models by enabling decentralization and transparency, addressing the pressing need for open AI systems and promoting the resilience of digital infrastructure.

The latest announcements showcase the diverse applications of Filecoin for AI, ranging from decentralized storage integrations to open humanities datasets to make Filecoin data more accessible and usable, and comprehensive solutions for storing and processing machine learning (ML) workloads. Filecoin has emerged as the DePIN primitive for the AI wave.

Secure Data Provenance and Verifiable Model Training

SingularityNET, a leading AI platform developer, and Filecoin Foundation are collaborating to store SingularityNET metadata on the Filecoin network via Lighthouse, a data onboarding solution. This collaboration will also integrate the Filecoin tech stack to support archival data needs, enhancing the robustness and security of decentralized data storage.

Additionally, the two groups are exploring the formation of an AI Ethics Working Group to encourage responsible sourcing and handling of data in a decentralized AI context.

Unlocking the Potential of Open Data Stored on Filecoin with AI Agents

Theoriq, an AI base layer platform, and Filecoin Foundation are developing a series of AI agents trained on data from the Filecoin network, making open data more accessible and usable. Currently, a Filecoin AI agent trained on the Filecoin docs and GitHub repositories is available for testing. This agent allows users to get answers through natural language queries on how to build on Filecoin, troubleshoot common issues, getting started as a storage provider, and more.

FF and Theoriq are also exploring an AI agent leveraging 25 years of declassified CIA datasets from MuckRock that are stored on Filecoin, enabling efficient and verifiable research of one million documents.

Cost-Effective and Efficient Decentralized AI Infrastructure

Bagel, an AI and cryptography research lab, and Filecoin Foundation are collaborating to enable AI developers to train and store their models using the compute and storage power of the Filecoin network. With Bagel's decentralized compute network aggregator, Filecoin storage providers will be able to utilize both storage and computational resources, increasing revenue, optimizing compute resource utilization, and accelerating adoption by offering a comprehensive solution for ML workloads.

Accelerating and Securing Access to AI Data

Nuklai, a collaborative data marketplace and infrastructure provider for data ecosystems, has integrated Filecoin through Lighthouse to make Nuklai's metadata publicly accessible. Nuklai plans to support secure data uploads to the InterPlanetary File System (IPFS) in the future and is exploring integrating Filecoin as a data storage cluster within its Layer 1 network for enterprise and other use cases, providing a perpetual and decentralized data storage model.

"For a more decentralized, open, and transparent AI-driven industry, we need data storage and compute solutions that work for businesses, while providing greater transparency and trust around the tech products transforming our lives," said Danny O'Brien, Senior Fellow, Filecoin Foundation. "We're thrilled to work with leading projects in this space to make decentralized storage on Filecoin the backbone of the AI wave."

Ecosystem Announcements at FIL Brussels and EthCC

During FIL Brussels and EthCC, Filecoin ecosystem teams made announcements enriching the tooling and data onboarding solutions available on the Filecoin network.

Qamcom DDS and DeStor Partner to Enhance Data Privacy and Security

Qamcom DDS and DeStor have announced a partnership to provide enhanced security, robustness, and petabyte-scale storage services on the Filecoin network. The partnership has secured two clients, including Swedish startups YayPal, a Web3 gaming studio with over 500,000 users for its flagship game Yay Ride, and Fieldstream, an AI marketing analytics platform.

DeStor's platform offers verifiable storage solutions that ensure data integrity and availability through daily data verification. And the partnership with Qamcom DDS allows clients to store extensive data securely and efficiently, ensuring confidentiality and protection.

Fileverse launches dDocs, a private, peer-to-peer, onchain alternative for real-time collaboration

Fileverse has launched a decentralized docs app, providing a privacy-enhancing alternative to one of the most used apps on the Internet: Google Docs. With end-to-end encryption by design, ddocs.new is a decentralized docs app that ensures that user data remains accessible only by the document owner and those with whom they choose to share it. This encryption approach is also maintained during real-time collaboration.

Unlike other platforms, ddocs.new does not

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