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Compositional Intelligence cover

Compositional Intelligence

Architectural Typology Through Generative AI

by Daniel Koehler

1st Edition

Publisher: Routledge

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Book Details

Print ISBN9781041030539
eText ISBN9781040442470
PublisherRoutledge
Publishing Year2026
Edition1st Edition
LanguageEnglish
Pages256

Compositional Intelligence: Architectural Typology Through Generative AI, 1st Edition, examines how large-scale artificial intelligence models inform modern urban design and computational architecture. Written for practicing architects, academic researchers, and urban designers, the publication investigates the structural role of generative technologies in city-scale spatial organization.

The volume connects Large Language Models directly to architectural questions of typology, treating spatial types as active interfaces between machine learning architectures and physical urban environments. Within this framework, the text introduces inductive types as threshold mechanisms that superpose distinct value regimes and adapt to shifting urban conditions. This approach frames computational superposition as a method for interpreting computational criticality across expanding urban scales.

Illustrated with 93 color figures across 256 pages, the book provides a targeted theoretical resource for advanced coursework and professional inquiry into artificial intelligence, computational superposition, and generative urban design.

Table of Contents

  1. Chapter 1: Introduction - The City as the Affordance of Language

  2. Chapter 2: The Digital City and the Erosion of Human-Centric Design

  3. Chapter 3: Out of the Blue: Computing Beyond the Virtual

  4. Chapter 4: The Generated City

  5. Chapter 5: Model: From Representation to Synthesis

  6. Chapter 6: Language to Latent Space: Architecture’s New Materialism

  7. Chapter 7: Large: The Architecture of Scale

  8. Chapter 8: From Dialectics to Superposition: Architectural Implications of Computational Criticality

  9. Chapter 9: Architecture as an Embedding of Languages

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