Wenjia Zhang

LLMs outperform expectations in analytical reasoning but falter on context-sensitive tasks essential for urban planning, revealing a critical gap in AI's applicability in this field.

Despite advancements, VLMs still falter in implementation tasks critical for effective spatial planning, revealing a gap in their applicability to real-world governance challenges.