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README.md

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# Constitution-Sim
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**Stress-test constitutions with AI-powered politicians before trying them out on a real nation.**
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**Stress-test constitutions with AI-powered agentic politicians before trying them out on a real nation!**
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`constitution-sim` is a research-grade multi-agent simulator. You give it
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a constitution and a scenario; it spins up an LLM-powered agent for each
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- **Deterministic when seeded** (heuristic mode is byte-for-byte
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reproducible; LLM mode is reproducible up to provider variance).
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<img width="600" alt="num_pending_bills" src="https://github.com/user-attachments/assets/e53c4e03-25d4-4b50-80aa-359fb1c44299" />
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<img width="600" alt="corruption_proxy" src="https://github.com/user-attachments/assets/f6127e60-0db6-4c34-a996-361dfde64c27" />
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<img width="700" alt="corruption_proxy" src="https://github.com/user-attachments/assets/f6127e60-0db6-4c34-a996-361dfde64c27" />
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<img width="600" alt="public_trust" src="https://github.com/user-attachments/assets/b004146e-51ed-43ef-a170-e8351982b702" />
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<img width="700" alt="public_trust" src="https://github.com/user-attachments/assets/b004146e-51ed-43ef-a170-e8351982b702" />
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