Kite AI and Filecoin Foundation Collaborate to Redefine AI Data Management
Filecoin Foundation and Kite AI are excited to announce a collaboration to enhance data management for AI training, marking a pivotal advancement in creating a decentralized foundation for AI systems, prioritizing data transparency, scalability, and fair access. Kite will leverage Filecoin’s decentralized storage infrastructure to securely archive training datasets and integrate IPFS as part of its robust provenance layer, enabling integrity, traceability, and compliance of data in model development.
Integrating IPFS for Data Provenance and Compliance
In AI model training, ensuring robust data provenance — tracking origins, transformations, and usage — is as vital as the data itself. By integrating IPFS into its AI workflows, Kite will add capability for verification, which can provide an important layer of compliance, aiming to provide immutable evidence of regulatory adherence, ethical compliance and fairness in AI workflows. Through IPFS, key metrics related to fairness, bias assessments, and impact evaluations conducted post-inference will be securely attached to each stage of the model lifecycle. Kite will preserve this auditable trail of model performance and ensure compliance is documented and verifiable. Later, this data will be securely transferred to Filecoin for long-term storage and accessibility.
Leveraging Filecoin for Secure, Decentralized Training Dataset Storage
With the rapidly-growing scale of AI training data, managing security and resilience becomes increasingly crucial. Through this collaboration, Kite will securely store portions of its AI training datasets on Filecoin’s decentralized and scalable storage architecture, ensuring resilience and accessibility for AI innovation.
Empowering AI Development with High-Quality Datasets
Kite and Filecoin Foundation collaborate to unlock high-quality datasets enabling diverse, impactful AI use cases such as advancements in healthcare modeling. To begin, by leveraging existing open data from genomic and healthcare institutions stored on Filecoin, Kite will empower access to high-quality datasets and enable advancements in model development. This collaboration is a part of Kite’s broader vision to drive the shift towards high quality, well-curated datasets as a foundation for building transformative AI models.
About Kite AI
Kite AI is the decentralized blockchain foundation layer pioneering equitable, democratized, and secure access to essential AI Assets- data, models, and agents. Built on ZettaBlock’s proven infrastructure, Kite AI serves as the foundational layer of a decentralized AI economy, enabling coordination of a global network of contributors — from developers to enterprises — to build, share, and be fairly rewarded for high-quality AI asset contributions while maintaining ownership, privacy, and control.
About Filecoin Foundation
Filecoin Foundation’s mission is to preserve humanity’s most important information, as well as to facilitate the open source governance of the Filecoin network, fund research and development projects for decentralized technologies, and support the growth of the Filecoin ecosystem and community.
About Filecoin
Filecoin is a peer-to-peer network to store files, with built-in economic incentives to ensure files are stored reliably over time. It’s designed to create a decentralized, efficient, and robust foundation for humanity’s information.
