CONTROLAgents & automation
AI Agent-Based City Model

This project integrates AI into an agent-based city model, replacing half of the property developers with AI agents that independently decide land bids.
We swapped part of our agent-based city model for AI: half the property developers in a 9-year Buenos Aires run now decide their own land bids.
Same simulation, 3 backends:
• Qwen3-8B, 2 Macs: 5h17m
• Claude Sonnet, API (est.): ~15 min, ~$35
• @typesafeai Jev: 6m49s, $1.04 x.com/urbanly_org/status/21007577573977868