Doxa – Economical-constrainted ABM simulator with Ollama

We conceived Doxa as an emerging simulator with Ollama (therefore open source and free) that attempts to emulate even complex realities in economics, game theory, and sociology, imposing constraints, operations, and limits on each agent within which to operate.

Currently, with models like Qwen3.5:4B, we obtain fine strategies in contexts of geopolitical conflicts and social tensions. The project is open source.