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GlossaryAI InfrastructureBlockchain in AI

Blockchain in AI

[ˈblɒkˌtʃeɪn ɪn eɪ.aɪ]
AI Infrastructure
Last updated: December 9, 2024

Definition

The integration of blockchain technology with AI systems to provide transparency traceability and decentralized governance.

Detailed Explanation

Blockchain technology provides immutable records and decentralized consensus mechanisms that can enhance AI systems. This includes tracking model provenance securing training data sources implementing decentralized learning and creating audit trails for AI decisions.

Use Cases

Model audit trails Secure federated learning Decentralized AI marketplaces Transparent AI decision tracking

Related Terms

Inference Optimization

Techniques (quantization, pruning, compilation) to make trained AI models run faster and more efficiently.

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Keras

A high-level neural network library that can run on top of TensorFlow, offering a user-friendly interface for deep learning.

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Feature Stores

Centralized repositories for storing managing and serving ML features.

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