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Generative AI, specifically large language models (LLMs), offers transformative potential for urban planning and design by simplifying complex zoning codes, potentially streamlining the real estate development processes and enhancing stakeholder engagement. This chapter explores how LLMs provide an intuitive interface for interpreting zoning regulations. Additionally, generative AI tools can support urban design by creating rapid prototypes and visual representations, enabling development teams to iterate on designs efficiently. Practical applications and strategies are discussed, highlighting the benefits of integrating LLMs to create transparent, inclusive, and efficient planning processes. Through these innovations, generative AI demonstrates its capacity to revolutionize the built environment by bridging regulatory and design challenges while fostering greater community involvement in the planning process.

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Chatting with Your Zoning Code: Leveraging LLMs for Real Estate Development

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  • 发表日期：

    2025年

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  • John L. Renne

摘要

Generative AI, specifically large language models (LLMs), offers transformative potential for urban planning and design by simplifying complex zoning codes, potentially streamlining the real estate development processes and enhancing stakeholder engagement. This chapter explores how LLMs provide an intuitive interface for interpreting zoning regulations. Additionally, generative AI tools can support urban design by creating rapid prototypes and visual representations, enabling development teams to iterate on designs efficiently. Practical applications and strategies are discussed, highlighting the benefits of integrating LLMs to create transparent, inclusive, and efficient planning processes. Through these innovations, generative AI demonstrates its capacity to revolutionize the built environment by bridging regulatory and design challenges while fostering greater community involvement in the planning process.