Commons

Commons

Open source, open data, open science

Everything here is open. Code, data, methods — take what’s useful, extend what’s interesting, challenge what’s wrong.


Agora-12

The survival game experiment — complete codebase and data

60 experiments. 720 agents. 24,923 decisions. Four models tested. All reproducible.

  • Simulation engine (Python)
  • Agent behavior logs (JSON)
  • Analysis scripts
  • Raw experimental data

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Status v1 Complete

The White Room

Stage 2 — the freedom experiment. Complete codebase and data

104 runs. 63,923 actions. Five models tested. What happens when nothing is at stake?

  • Simulation engine (Python)
  • Agent behavior logs (JSON)
  • Mutual Information analysis
  • Default Mode & Play-Delusion classification

View on GitHub →

Status v1 Complete

AI Three Kingdoms

Category B — the cooperation game. Can AI advise a human commander?

260+ games. 8 models. 4 languages. Bring your own AI and play the Battle of Red Cliffs.

  • Game engine (TypeScript, vanilla — no framework)
  • Multi-provider AI integration (Claude, OpenAI, Gemini, Ollama)
  • Simulation runner + ICL experiment tools
  • 160-game ablation study data

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Status v1.0.0

AI Ludens Platform

This website — Hugo static site

The research platform you’re reading right now. Design system, content, and deployment pipeline.

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"Open by Default. Story First. Play Together. Honest Science."