The Shortest History of AI: The Six Essential Ideas That Animate It (The Shortest History Series)

A timely addition to the Shortest History series—everything you need to know about AI in six essential ideas

Since Alan Turing first posed the question “Can machines think?” artificial intelligence has evolved from a speculative idea to a transformative force. The Shortest History of AI traces this evolution, from Ada Lovelace’s visionary work to IBM’s groundbreaking defeat of the chess world champion and the revolutionary emergence of ChatGPT. It also explores AI’s cultural journey, touching on classics such as Frankenstein, A Hitchhiker’s Guide to the Galaxy, and 2001: A Space Odyssey.

Revealing how many “overnight” successes were decades in the making, this accessible and illuminating book helps us to understand how AI functions by explaining the six key ideas that animate it:

  • It searches for answers using predetermined symbols and means-end analysis.
  • It bases its answers on what sort of response it thinks it will get.
  • It follows a set of rules in order to simulate human expertise.
  • It copies the human brain by learning from experience.
  • It uses reinforcement learning, rewarding its own successes and punishing itself for its failures.
  • It uses Bayes’ theorem to calculate the probability of a cause based on its effect.

Fast-paced and rich with facts, The Shortest History of AI equips readers to understand where we’ve been—and where we’re headed.

1146830552
The Shortest History of AI: The Six Essential Ideas That Animate It (The Shortest History Series)

A timely addition to the Shortest History series—everything you need to know about AI in six essential ideas

Since Alan Turing first posed the question “Can machines think?” artificial intelligence has evolved from a speculative idea to a transformative force. The Shortest History of AI traces this evolution, from Ada Lovelace’s visionary work to IBM’s groundbreaking defeat of the chess world champion and the revolutionary emergence of ChatGPT. It also explores AI’s cultural journey, touching on classics such as Frankenstein, A Hitchhiker’s Guide to the Galaxy, and 2001: A Space Odyssey.

Revealing how many “overnight” successes were decades in the making, this accessible and illuminating book helps us to understand how AI functions by explaining the six key ideas that animate it:

  • It searches for answers using predetermined symbols and means-end analysis.
  • It bases its answers on what sort of response it thinks it will get.
  • It follows a set of rules in order to simulate human expertise.
  • It copies the human brain by learning from experience.
  • It uses reinforcement learning, rewarding its own successes and punishing itself for its failures.
  • It uses Bayes’ theorem to calculate the probability of a cause based on its effect.

Fast-paced and rich with facts, The Shortest History of AI equips readers to understand where we’ve been—and where we’re headed.

16.48 Pre Order
The Shortest History of AI: The Six Essential Ideas That Animate It (The Shortest History Series)

The Shortest History of AI: The Six Essential Ideas That Animate It (The Shortest History Series)

by Toby Walsh
The Shortest History of AI: The Six Essential Ideas That Animate It (The Shortest History Series)

The Shortest History of AI: The Six Essential Ideas That Animate It (The Shortest History Series)

by Toby Walsh

eBook

$16.48 
Available for Pre-Order. This item will be released on November 4, 2025

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Overview

A timely addition to the Shortest History series—everything you need to know about AI in six essential ideas

Since Alan Turing first posed the question “Can machines think?” artificial intelligence has evolved from a speculative idea to a transformative force. The Shortest History of AI traces this evolution, from Ada Lovelace’s visionary work to IBM’s groundbreaking defeat of the chess world champion and the revolutionary emergence of ChatGPT. It also explores AI’s cultural journey, touching on classics such as Frankenstein, A Hitchhiker’s Guide to the Galaxy, and 2001: A Space Odyssey.

Revealing how many “overnight” successes were decades in the making, this accessible and illuminating book helps us to understand how AI functions by explaining the six key ideas that animate it:

  • It searches for answers using predetermined symbols and means-end analysis.
  • It bases its answers on what sort of response it thinks it will get.
  • It follows a set of rules in order to simulate human expertise.
  • It copies the human brain by learning from experience.
  • It uses reinforcement learning, rewarding its own successes and punishing itself for its failures.
  • It uses Bayes’ theorem to calculate the probability of a cause based on its effect.

Fast-paced and rich with facts, The Shortest History of AI equips readers to understand where we’ve been—and where we’re headed.


Product Details

ISBN-13: 9798893030907
Publisher: The Experiment
Publication date: 11/04/2025
Series: The Shortest History Series
Sold by: Barnes & Noble
Format: eBook
Pages: 256

About the Author

Toby Walsh is one of the world’s leading researchers in artificial intelligence. He is a professor of artificial intelligence at the University of New South Wales and chief scientist at its new AI institute, UNSW.ai. Walsh has been profiled by The New York Times and is the author of four previous books about AI for general readers, including Machines Behaving Badly and Faking It: Artificial Intelligence in a Human World. The winner of multiple prestigious awards, including the Humboldt Prize and the Celestino Eureka Prize for Promoting Understanding of Science, his X (formerly Twitter) account was voted in the top ten to follow to keep abreast of developments in AI.

Table of Contents

Introduction: How it begins

PART 1: THE SYMBOLIC ERA
Idea #1: Searching for answers
Idea #2: Making the best move
Idea #3: Following rules

INTERMISSION
The Robots are coming

PART 2: THE LEARNING ERA
Idea #4: Artificial brains
Idea #5: Rewarding success
Idea #6: Reasoning about beliefs

PART 3: THE FUTURE
Achieving AI

Image Credits
Thanks
Endnotes
Index

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