Skip to content
Description
By:
How the concept of a pattern, as understood in information science and applied in contemporary AI, can address deep questions in science and philosophy.
The explosive growth of AI and machine learning in recent decades is predicated on the recognition and exploitation of patterns in data. Of course, scientists have engaged in their own—less automated—processes of pattern recognition since the birth of science itself, and biological organisms evolved their own neural networks for pattern recognition long before people and their technology came along.
In his seminal work, “Real Patterns,” philosopher and cognitive scientist Daniel Dennett laid out a roadmap for connecting the idea of “patterns” as understood by information theory to the practices of scientists and to our own cognitive capacity to model and predict the world around us. In this book—the first dedicated to the topic of real patterns—Tyler Millhouse, Steve Petersen, and Don Ross follow this roadmap. They explore the relevance of patterns to important aspects of both science and nature, including the emergence of high-level structure in physics; the nature of biological species; the measurement of welfare in economics; the evaluation of causal models; and the possibility of understanding in large neural networks.
How the concept of a pattern, as understood in information science and applied in contemporary AI, can address deep questions in science and philosophy.
The explosive growth of AI and machine learning in recent decades is predicated on the recognition and exploitation of patterns in data. Of course, scientists have engaged in their own—less automated—processes of pattern recognition since the birth of science itself, and biological organisms evolved their own neural networks for pattern recognition long before people and their technology came along.
In his seminal work, “Real Patterns,” philosopher and cognitive scientist Daniel Dennett laid out a roadmap for connecting the idea of “patterns” as understood by information theory to the practices of scientists and to our own cognitive capacity to model and predict the world around us. In this book—the first dedicated to the topic of real patterns—Tyler Millhouse, Steve Petersen, and Don Ross follow this roadmap. They explore the relevance of patterns to important aspects of both science and nature, including the emergence of high-level structure in physics; the nature of biological species; the measurement of welfare in economics; the evaluation of causal models; and the possibility of understanding in large neural networks.
You may also like
熱銷中 Top Trending
Dog Man 14: Dog Man: Big Jim Believes: A Graphic Novel (Dog Man #14)
Sale priceHK$85.00
Regular priceHK$150.00
In stock
Dragon Masters #30 Vortex of the Chaos Dragon (Branches) (Tracey West)
Sale priceHK$55.00
Regular priceHK$69.00
In stock
First 100 Box Set- Farm, Dino, Trucks Collection
Sale priceHK$100.99
Regular priceHK$162.00
In stock
The Last Kids on Earth and the Destructor's Lair
Sale priceFrom HK$61.00
Regular priceHK$95.00
In stock
Welcome to Unicornia: Four Glittery Adventures Full of Friendship and Magic!
Sale priceFrom HK$169.00
Regular priceHK$280.00
In stock
Dragon Masters #29 (正版) Magic of the Wizard Dragon (Branches) (Tracey West)
Sale priceHK$48.00
Regular priceHK$69.00
In stock
Spy School vs. SPYDER Paperback Collection, The (Stuart Gibbs)
Sale priceHK$415.00
Regular priceHK$630.00
In stock
National Geographic Kids Almanac 2026 (International Edition)
Sale priceHK$95.00
Regular priceHK$160.00
In stock