Decentralized Storage

In the Web3 ecosystem, the security, scalability, and accessibility of data storage are key factors that affect the stability of the entire system. AIX combines distributed storage networks such as IPFS, Arweave, and Filecoin to provide efficient, secure, and privacy-protected AI data management solutions, achieving AI data storage optimization, privacy computing, and secure storage verification .

✅ AI prediction data storage optimization

AIX uses AI computing to analyze data storage patterns , identify the optimal data storage solution , ensure the efficiency of data storage, reduce duplicate data, and improve storage efficiency.

AI combines data sharding + dynamic storage allocation to intelligently select the most suitable storage node to achieve efficient storage + fast access .

AI uses hot and cold data separation , storing frequently used data in high-speed nodes to improve access speed, while storing long-term infrequently used data in low-cost storage nodes to improve data management efficiency.

✅Privacy -preserving computing

AIX combines zero-knowledge proof (ZKP), multi-party computation (MPC), and homomorphic encryption (HE) to ensure the privacy protection of AI data storage and prevent the exposure of sensitive information.

Zero-knowledge proof (ZKP) : Users can verify the correctness of transactions or computing tasks without revealing the specific data content, ensuring the secure storage of private data.

Multi-party computation (MPC) : AI Agents can jointly compute a data set on multiple decentralized nodes without exposing the original data, thereby improving the security of data sharing.

Homomorphic encryption (HE) : AI can perform calculations in an encrypted state , that is, AI computing tasks can be completed without decrypting the data, ensuring the security of privacy computing.

AI is combined with on-chain privacy computing protocols (Secret Network, Oasis Network) to achieve decentralized execution of privacy computing tasks , avoid centralized servers storing user data, and prevent data leakage.