Symbiotic Planning for Urban Futures
A Paradigm for Human-AI Co-Creation
- 1st Edition - November 27, 2026
- Latest edition
- Author: Zhong-Ren Peng
- Language: English
Symbiotic Planning for Urban Futures: A Paradigm for Human-AI Co-Creation presents aframework for harnessing artificial intelligence in urban planning while preserving democra… Read more
Description
Description
Symbiotic Planning for Urban Futures: A Paradigm for Human-AI Co-Creation presents a
framework for harnessing artificial intelligence in urban planning while preserving democratic
control over urban futures. The book establishes symbiotic planning as a falsifiable paradigm
grounded in five technology-neutral principles and operationalized through governed friction,
in which AI acts as a governed co-creator across the CORE framework: Collaboration, Options,
Refinement, and Execution. It shows how planners can guide AI systems to generate options,
support evidence-based refinement, translate values into constraints, and communicate
context and equity considerations to decision-makers. By treating equity as a primary design
constraint, the book offers a practical foundation for more transparent, accountable, and
democratic urban governance in an algorithmic age.
This book will be of value to urban planners, civic technologists, policymakers, researchers,
and students seeking to understand how AI can support public-sector decision-making
without displacing human judgment or public accountability.
framework for harnessing artificial intelligence in urban planning while preserving democratic
control over urban futures. The book establishes symbiotic planning as a falsifiable paradigm
grounded in five technology-neutral principles and operationalized through governed friction,
in which AI acts as a governed co-creator across the CORE framework: Collaboration, Options,
Refinement, and Execution. It shows how planners can guide AI systems to generate options,
support evidence-based refinement, translate values into constraints, and communicate
context and equity considerations to decision-makers. By treating equity as a primary design
constraint, the book offers a practical foundation for more transparent, accountable, and
democratic urban governance in an algorithmic age.
This book will be of value to urban planners, civic technologists, policymakers, researchers,
and students seeking to understand how AI can support public-sector decision-making
without displacing human judgment or public accountability.
Key features
Key features
- Introduces symbiotic planning as a falsifiable paradigm for integrating AI into urban planning under democratic governance
- Presents the CORE framework to show how AI’s role can shift across collaboration, option generation, refinement, and execution under human oversight and public accountability
- Demonstrates applications through domain-specific studies and practical tools, including tools for documenting evidence, reviewing decisions, assessing equity, and getting started
Readership
Readership
Academic researchers in urban planning, urban studies, urban affairs, urban science, urban technology, geography, architecture landscape architecture; Upper undergraduate and graduate students, particularly in courses in Urban Analytics, Urban AI, and Urban Technology; Professional urban planners, urban designers, policymakers and city officials
Table of contents
Table of contents
Part I — Theory and Foundations
1. Symbiotic Planning as a Paradigm
2. How AI Knows the City
3. Governing the Partnership: Institutionalizing Symbiotic Accountability
Part II — The CORE Framework: The Protocols of Symbiotic Planning
4. The CORE Methods Primer: Rules, Roles, and Evidence for Symbiotic Planning
5. The Collaboration Protocol: Founding the Social Contract
6. The Options Protocol: Generating Diverse, Negotiable Possibilities Within Human-Defined Constraints
7. The Refinement Protocol: Democratic Deliberation in Symbiotic Systems
8. The Execution Protocol: From Authorized Plan to Governed Learning System
Part III — Patterns and Practice: The Living Library of Symbiotic Planning
9. The Pattern Language Foundation
10. Symbiosis Studies: Designs for Wicked Urban Problems
11. Evaluation and Institutionalization: Building the Evidence Base for Symbiotic Planning
12. The Symbiotic Future
Appendices
1. Symbiotic Planning as a Paradigm
2. How AI Knows the City
3. Governing the Partnership: Institutionalizing Symbiotic Accountability
Part II — The CORE Framework: The Protocols of Symbiotic Planning
4. The CORE Methods Primer: Rules, Roles, and Evidence for Symbiotic Planning
5. The Collaboration Protocol: Founding the Social Contract
6. The Options Protocol: Generating Diverse, Negotiable Possibilities Within Human-Defined Constraints
7. The Refinement Protocol: Democratic Deliberation in Symbiotic Systems
8. The Execution Protocol: From Authorized Plan to Governed Learning System
Part III — Patterns and Practice: The Living Library of Symbiotic Planning
9. The Pattern Language Foundation
10. Symbiosis Studies: Designs for Wicked Urban Problems
11. Evaluation and Institutionalization: Building the Evidence Base for Symbiotic Planning
12. The Symbiotic Future
Appendices
Product details
Product details
- Edition: 1
- Latest edition
- Published: November 27, 2026
- Language: English
About the author
About the author
Zhong-Ren Peng
Author
Dr. Zhong-Ren Peng is a professor of Urban and Regional Planning and Director of iAdapt:
International Center for Adaptation Planning and Design at the University of Florida, Gainesville,
FL, USA. His research focuses on urban and regional planning, climate adaptation, and the
use of data and emerging technologies to help build more resilient, equitable, and sustainable
communities. His work introduced the concept of Urban Planning AI and Symbiotic Planning
Theory for human–AI co-creation in urban planning.
Affiliations and expertise
Professor of Urban and Regional Planning and Director of iAdapt: International Center for Adaptation Planning and Design, University of Florida, USA