3 ways for Web3 to help AI
🖥Federated Learning: This method trains AI models on distributed data sets without sharing the data itself. Models are updated locally, and only aggregated model parameters are shared across nodes.
🔗Blockchain-based AI: Blockchain technology can provide a secure and tamper-proof infrastructure for managing data and AI models in a decentralized manner.
🔒Distributed and zero-knowledge Machine Learning: DML and ZKML techniques distribute the training and inference of AI models across multiple nodes, minimizing the reliance on centralized servers.
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