Blockchain Tethered AI : trackable, traceable artificial intelligence and machine learning / Karen Kilroy, Lynn Riley, and Deepak Bhatta.

Format:

Book

Author/Creator:

Kilroy, Karen, author.

Riley, Lynn, author.

Bhatta, Deepak, author.

Language:

English

Subjects (All):

Artificial intelligence.

Blockchains (Databases).

Machine learning.

Physical Description:

1 online resource

Edition:

First edition.

Place of Publication:

Sebastopol, California : O'Reilly Media, Inc., 2023.

Summary:

Remove your doubts about AI and explore how this technology can be future-proofed using blockchain's smart contracts and tamper-evident ledgers. With this practical book, system architects, software engineers, and systems solution specialists will learn how enterprise blockchain provides permanent provenance of AI, removes the mystery, and allows you to validate AI before it's ever used. Authors Karen Kilroy, Lynn Riley, and Deepak Bhatta explain that AI's ability to change itself through program synthesis could take the technology beyond human control. With this book, you'll learn an efficient way to solve this problem by building simple blockchain controls for verifying, tracking, tracing, auditing, and even reversing AI. Blockchain tethered AI interweaves the MLOps process with blockchain so that an MLOps system requires blockchain to function, which in turn tethers AI. This guide shows you how.

Contents:

Preface

Why build a blockchain truth machine for AI?

Blockchain controls for AI

User interfaces

OPlanning your BTA

Running your model

Instantiating your blockchain

Preparing your BTA

Using your BTA

Index

Notes:

OCLC-licensed vendor bibliographic record.

ISBN:

9781098130541

1098130545

OCLC:

1370201105