Diverse How AI Works: Von Zauberei zur Wissenschaft Fachbuch

How AI Works: From Sorcery to Science

"How AI Works" ist ein Fachbuch, das die komplexe Welt der künstlichen Intelligenz auf verständliche Weise erklärt. Verfasst von Ronald T. Kneusel, bietet dieses Buch eine zugängliche Einführung in die Funktionsweise von KI, ohne mathematische Gleichungen oder überflüssigen Jargon. Es beleuchtet die Entwicklung der künstlichen Intelligenz, die Beziehung zwischen KI, maschinellem Lernen und tiefem Lernen sowie die historischen Hintergründe, die zur aktuellen Revolution in der KI geführt haben. Leserinnen und Leser erfahren, wie neuronale Netzwerke funktionieren, wie sie trainiert werden und welche Auswirkungen grosse Sprachmodelle wie ChatGPT auf unsere Gesellschaft haben. Dieses Buch richtet sich an alle, die mehr über die Mechanismen der KI erfahren möchten, ohne sich in komplizierten technischen Details zu verlieren.

AI isn’t magic. How AI Works demystifies the explosion of artificial intelligence by explaining—without a single mathematical equation—what happened, when it happened, why it happened, how it happened, and what AI is actually doing 'under the hood.' Artificial intelligence is everywhere—from self-driving cars, to image generation from text, to the unexpected power of language systems like ChatGPT—yet few people seem to know how it all really works. How AI Works unravels the mysteries of artificial intelligence, without the complex math and unnecessary jargon. You’ll learn: The relationship between artificial intelligence, machine learning, and deep learning The history behind AI and why the artificial intelligence revolution is happening now How decades of work in symbolic AI failed and opened the door for the emergence of neural networks What neural networks are, how they are trained, and why all the wonder of modern AI boils down to a simple, repeated unit that knows how to multiply input numbers to produce an output number. The implications of large language models, like ChatGPT and Bard, on our society—nothing will be the same again AI isn’t magic. If you’ve ever wondered how it works, what it can do, or why there’s so much hype, How AI Works will teach you everything you want to know.

AI isn’t magic. How AI Works demystifies the explosion of artificial intelligence by explaining—without a single mathematical equation—what happened, when it happened, why it happened, how it happened, and what AI is actually doing "under the hood." Artificial intelligence is everywhere—from self-driving cars, to image generation from text, to the unexpected power of language systems like ChatGPT—yet few people seem to know how it all really works. How AI Works unravels the mysteries of artificial intelligence, without the complex math and unnecessary jargon. You’ll learn: The relationship between artificial intelligence, machine learning, and deep learning The history behind AI and why the artificial intelligence revolution is happening now How decades of work in symbolic AI failed and opened the door for the emergence of neural networks What neural networks are, how they are trained, and why all the wonder of modern AI boils down to a simple, repeated unit that knows how to multiply input numbers to produce an output number. The implications of large language models, like ChatGPT and Bard, on our society—nothing will be the same again AI isn’t magic. If you’ve ever wondered how it works, what it can do, or why there’s so much hype, How AI Works will teach you everything you want to know.