If you're looking for a platform that helps build a fairer and safer data economy by giving users control over their data, CARV is a great option. CARV is a modular data layer designed for gaming and AI use cases that prioritizes data privacy, ownership, and control. It aims to make data management easy and secure, ensuring reliable and secure data flows, which is crucial for applications that require strong data privacy.
Another noteworthy project is Vana, a decentralized network that enables users to control their data and AI models. Vana breaks down data silos by offering data portability through an API, personal servers for hosting data and models, and collective ownership through DAOs for governance and ownership. This permissionless, open internet vision could lead to more accurate and useful AI models, benefiting open-source researchers and creating a more equitable data ecosystem.
For a more personalized approach, Kaba allows users to build, manage, and update their own AI models in real-time. This system offers full data, model, and stack ownership and control, making it a secure and personal foundation for AI applications. Kaba aims to make data access a basic human right, providing a single, vendor-neutral experience that is both fast and secure.
Lastly, Ocean offers a unique approach to data monetization and privacy. It uses tokenized Data NFTs and Datatokens to protect privacy while allowing users to monetize their data. With features like self-custody, storage encryption, and token-based access controls, Ocean creates a secure and decentralized data marketplace, making it easier for users to take control of their data and generate value from it.