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E-raamat: Architecture in the Age of Artificial Intelligence: An Introduction to AI for Architects

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(Florida International University, USA)
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Artificial intelligence is everywhere – from the apps on our phones to the algorithms of search engines. Without us noticing, the AI revolution has arrived. But what does this mean for the world of design? The first volume in a two-book series, Architecture in the Age of Artificial Intelligence introduces AI for designers and considers its positive potential for the future of architecture and design.

Explaining what AI is and how it works, the book examines how different manifestations of AI will impact the discipline and profession of architecture. Highlighting current case-studies as well as near-future applications, it shows how AI is already being used as a powerful design tool, and how AI-driven information systems will soon transform the design of buildings and cities.

Far-sighted, provocative and challenging, yet rooted in careful research and cautious speculation, this book, written by architect and theorist Neil Leach, is a must-read for all architects and designers – including students of architecture and all design professionals interested in keeping their practice at the cutting edge of technology.

Arvustused

AI - which I like to call "Architectural Intelligence" - is a tool that will one day allow us architects to fly. This book, like all Neil Leach's books, is a multi-perspective view of a possible future for architecture. * Wolf dPrix, Design Principal, COOP HIMMELB(L)AU * A brand new set of tools has inspired a new wave of transformative creative energy within architecture. This book is essential reading for all who want to join the thrilling quest of bringing the power of AI into architecture. * Patrik Schumacher, Principal, Zaha Hadid Architects * Clearly written and well informed, this book is an indispensable resource for anyone interested in AI and its potential application in architecture. * Wanyu He, CEO, XKool * Critical in our current condition, Neil Leachs research into artificial intelligence broadens the implementation and importance of AI as a conceptual tool for students, designers, and thinkers. * Thom Mayne, Founding Partner, Morphosis *

Muu info

The first book to explore how artificial intelligence will revolutionize the design process.
List of illustrations
viii
Acknowledgements xiv
Preface xvi
Introduction 1(14)
AI and architecture
2(3)
Beyond technophobia
5(1)
The prosthetic imagination
6(1)
Cyborg culture
7(2)
Extended intelligence
9(1)
An introduction to AI
10(3)
Intended audience
13(2)
1 What is AI?
15(26)
The different forms of AI
16(3)
Training techniques
19(1)
AI tribes
20(1)
Neural networks
21(2)
Backpropagation
23(1)
Convolutional neural networks
24(1)
DeepDream
25(1)
Generative adversarial networks
26(6)
From 2D to 3D
32(2)
ArchiGAN
34(2)
Beyond representation
36(5)
2 The history of Al
41(20)
Alan Turing
41(3)
The birth of AI
44(1)
Al winters
45(3)
Deep Blue
48(2)
Jeopardy!
50(2)
AlphaGo
52(4)
Sputnik moment
56(2)
Al and visibility
58(3)
3 AI, art and creativity
61(16)
A brief history of AI art
62(4)
Who needs Gauguin?
66(1)
But who is the author?
67(4)
Rethinking creativity
71(3)
In the mirror of AI
74(3)
4 AI, media art and neuroscience
77(20)
Dreaming machines
78(1)
Dreaming buildings
79(6)
Machine hallucinations
85(5)
Architecturalisations
90(2)
Can machines dream?
92(5)
5 AI and architecture
97(18)
Coop Himmelb(l)au
101(4)
Morphosis
105(3)
Zaha Hadid Architects
108(3)
AI fabrication
111(4)
6 The future of the architectural office
115(22)
Superusers
116(2)
Autodesk v the Superuser
118(1)
Developer AI
118(1)
SpacemakerAI
119(6)
XKool Technology
125(5)
Spacemaker v Xkool
130(2)
Redesigning design
132(5)
7 AI and the city of the future
137(22)
`iPhoneCity'
139(1)
The information architect
140(2)
The informational city
142(3)
Ambient intelligence
145(2)
Swarm intelligence
147(4)
The self-regulating city
151(3)
`City Brain'
154(1)
Internet--city--brain
155(4)
8 The future of AI
159(18)
Kurzweil's predictions
163(2)
The `Singularity'
165(2)
AGI and beyond
167(2)
Prediction errors
169(2)
The future of intelligence
171(2)
Architectural intelligence
173(2)
AI and the future of architecture
175(2)
Notes 177(62)
Index 239
Neil Leach is an architect and theorist. He teaches at Florida International University, USA, the European Graduate School, Switzerland, and Tongji University, China. He has also taught at many other leading schools of architecture, including the Architectural Association, UK and Harvard University's Graduate School of Design, USA; he is a member of the European Academy and has been a NASA Innovative Advanced Concepts Fellow. He has published over 30 books on architecture and digital design, translated into six languages.
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