IPFS integration refers to the incorporation of the InterPlanetary File System into blockchain applications or digital asset platforms. IPFS is a decentralized protocol for storing and accessing files, offering a content-addressable, peer-to-peer method for data distribution. This integration allows for efficient, censorship-resistant storage of large datasets associated with NFTs or dApps. It reduces reliance on centralized servers.
Context
IPFS integration is increasingly important for decentralized applications seeking to avoid single points of failure and enhance data persistence. The primary discussion points often relate to ensuring data availability and managing the costs associated with distributed storage. Its adoption addresses scalability concerns for on-chain data storage, offering a robust solution for decentralized data management.
The ZKPoT mechanism leverages zk-SNARKs to cryptographically verify model training contribution, solving the privacy-centralization dilemma in decentralized AI.
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