Thiago H Silva

CityBehavEx can simulate 100,000 agents over 75 days in under an hour, bridging the gap between LLM capabilities and empirical urban mobility data.

Persona prompting LLMs for urban sentiment analysis yields surprisingly little behavioral diversity, with a no-persona model often performing just as well.