Kilroy, Karen
Blockchain Tethered AI: Trackable, Traceable Artificial Intelligence and Machine Learning
- ISBN 13:
- 9781098130480
- author:
- Kilroy, Karen
- format:
- Paperback
- publisher:
- O'Reilly Media
- language:
- English
- Publication Year:
- 2023
- Pages:
- 304
- Dimensions:
- 23.1 x 17.3 x 2 centimetres (0.4
- Genre:
- Business, Entrepreneurship, Business,
- Condition:
- New
- Availability:
- Item usually sent within 10 working days
Description
This book explores how to future-proof AI using blockchain's smart contracts and tamper-evident ledgers. By combining enterprise blockchain with AI, system architects, software engineers, and systems solution specialists can create permanent provenance of AI, removing the mystery and allowing for validation before use.
The authors argue that AI's ability to change itself through program synthesis could take the technology beyond human control. To address this issue, they provide a practical guide on how to build simple blockchain controls for verifying, tracking, tracing, auditing, and reversing AI. This approach interweaves the MLOps process with blockchain, tethering AI to blockchain networks.
With this book, readers will learn how to create and power AI marketplaces with blockchain, implement on-chain AI governance, control AI by tethering it to blockchain networks, and detect common AI hacks using blockchain crypto anchors. They will also discover methods for reversing tethered AI.
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