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How to Speak Machine: A Gentle Introduction to Artificial Intelligence

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A simple, enduring framework for understanding the complex world of AI and machine learning—updated with a new preface.

As the capabilities of AI and language models like ChatGPT continue to advance, it is more important than ever to understand the implications and potential pitfalls of these technologies. Reissued with a new preface, How to Speak Machine, which was first published in 2019, draws on John Maeda’s extensive experience as one of the world's preeminent interdisciplinary thinkers on technology and design to provide actionable guidance for businesses, product designers, and policymakers. Using thoughtful explorations and occasionally whimsical examples, he identifies a framework that describes the key capabilities and pitfalls of any machine learning system, and offers a vision for how they can be used to create inclusive and world-changing products.

Essential reading for anyone seeking a high-level understanding of how machines “think” and what the future may hold, How to Speak Machine is more relevant than ever today—as AI becomes even more enmeshed in all areas of business and product design.

Author: Maeda John
Publisher: MIT PRESS
Pages: 244
ISBN: 9780262553179
Cover: Paperback
Edition Number: 1
Release Year: 2025

John Maeda is the chief experience officer at the digital consulting arm of the Publicis Group. Previous to that he was the Head of Computational Design and Inclusion at Automattic. An engineer, computer scientist and designer by training, Maeda is also the former president of the Rhode Island School of Design and was a partner at Kleiner Perkins Caufield & Byers, the venture capitalist firm. His Ted talks on design are hugely popular, and he is the author of the books The Laws of Simplicity and Redesigning Leadership.

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