Anil Ananthaswamy, "Why Machines Learn: The Elegant Maths Behind Modern AI" (Dutton, 2024)

Anil Ananthaswamy, "Why Machines Learn: The Elegant Maths Behind Modern AI" (Dutton, 2024)

Machine learning systems are making life-altering decisions for us: approving mortgage loans, determining whether a tumor is cancerous, or deciding if someone gets bail. They now influence developments and discoveries in chemistry, biology, and physics—the study of genomes, extrasolar planets, even the intricacies of quantum systems. And all this before large language models such as ChatGPT came on the scene.
We are living through a revolution in machine learning-powered AI that shows no signs of slowing down. This technology is based on relatively simple mathematical ideas, some of which go back centuries, including linear algebra and calculus, the stuff of seventeenth- and eighteenth-century mathematics. It took the birth and advancement of computer science and the kindling of 1990s computer chips designed for video games to ignite the explosion of AI that we see today. In this enlightening book, Anil Ananthaswamy explains the fundamental math behind machine learning, while suggesting intriguing links between artificial and natural intelligence. Might the same math underpin them both?
As Ananthaswamy resonantly concludes, to make safe and effective use of artificial intelligence, we need to understand its profound capabilities and limitations, the clues to which lie in the math that makes machine learning possible.

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Pablo F. Gomez, "Bloody Numbers: The Early Atlantic Slave Trade and the Invention of Modern Corporeality" (U Chicago Press, 2026)

Pablo F. Gomez, "Bloody Numbers: The Early Atlantic Slave Trade and the Invention of Modern Corporeality" (U Chicago Press, 2026)

In my conversation with Professor Pablo F. Gómez about his new book, Bloody Numbers: The Early Atlantic Slave Trade and the Invention of Modern Corporeality, published by the University of Chicago Pre...

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Xiaochang Li, "Divination Engines: Natural Language Processing, Artificial Intelligence, and the Making of Algorithmic Culture" (U Chicago Press, 2026)

Xiaochang Li, "Divination Engines: Natural Language Processing, Artificial Intelligence, and the Making of Algorithmic Culture" (U Chicago Press, 2026)

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Richard Elwes, "Huge Numbers: A Story of Counting Ambitiously, from 4 1/2 to Fish 7" (Basic Books, 2026)

Richard Elwes, "Huge Numbers: A Story of Counting Ambitiously, from 4 1/2 to Fish 7" (Basic Books, 2026)

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22 Maj 1h 3min

Drew M. Dalton, "The Matter of Evil: From Speculative Realism to Ethical Pessimism" (Northwestern UP, 2024)

Drew M. Dalton, "The Matter of Evil: From Speculative Realism to Ethical Pessimism" (Northwestern UP, 2024)

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17 Maj 1h 10min

Counter-Revolutionary Puzzles with Guillermo Badia

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11 Maj 29min

Antony Valentini, "Beyond the Quantum: A Quest for the Origin and Hidden Meaning of Quantum Mechanics" (Oxford UP, 2026)

Antony Valentini, "Beyond the Quantum: A Quest for the Origin and Hidden Meaning of Quantum Mechanics" (Oxford UP, 2026)

Based on decades of research, Beyond the Quantum: A Quest for the Origin and Hidden Meaning of Quantum Mechanics (Oxford UP, 2026) offers a panoramic rethink of quantum physics, with potentially revol...

5 Maj 1h 30min

Raffaele Danna, "The Craft of Indo-Arabic Numerals: How Practical Arithmetic Shaped Commerce and Mathematics in Western Europe, 1200–1600" (Harvard UP, 2026)

Raffaele Danna, "The Craft of Indo-Arabic Numerals: How Practical Arithmetic Shaped Commerce and Mathematics in Western Europe, 1200–1600" (Harvard UP, 2026)

In the thirteenth-century Mediterranean, commerce transformed as merchants shifted from Roman to Indo-Arabic numerals—an alternative that better facilitated complex calculations. It has long been know...

28 Apr 1h 6min

Antonio Padilla, "Fantastic Numbers and Where to Find Them: A Cosmic Quest from Zero to Infinity" (FSG,2022)

Antonio Padilla, "Fantastic Numbers and Where to Find Them: A Cosmic Quest from Zero to Infinity" (FSG,2022)

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15 Feb 1h 2min

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