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Ethical Assessment of Large Language Model-Generated Advisory Text on Designing the Built Environment for Health

delete2026-08-10
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OA
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M
Mohammad Javad Koohsari *
B
Becky P.Y. Loo
J
Jing Zhao *
J
Jiuling Li
Y
Ying Long
Y
Yi Lu
K
Koichiro Oka
A
Andrew T. Kaczynski
DOI:10.1016/j.dibe.2026.101007delete
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Abstract

Abstract

En 中文
• This paper examines ethical properties of LLMs in urban health advice generation. • LLMs produced non-maleficent health solutions across diverse income contexts. • Human judgment is essential in urban health strategies informed by LLMs.
Keywords:
Urban design ethics
Artificial intelligence
Urban design science
Healthy design
Urban form
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Journal

Developments in the Built Environment cover
Developments in the Built Environment
IF:
8.2
Papers:
985
Citations:
3.3K

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