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Show HN: SimCongress – a scale model simulation of all 535 congressional members

D_ashe Tuesday, March 03, 2026

I built an end-to-end simulation of Congress with all 535 members "modeled".

I’ll share more detail soon, but here’s what surprised me.

In the first version, the agents were simple: voting records, public statements, committee assignments, donor data, and constituent polling. Then I let them vote.

Bills that have stalled for decades sailed through. Getting money out of elections passed with 95% approval. Banning insider trading for members of Congress hit 98%. Ending continuing resolutions cleared 95%.

Turns out, if you model lawmakers as mostly rational actors responding to inputs, they behave… rationally.

To make it realistic, I had to add self-preservation, incentives, and a strong sense of “the other side.”

Now those same bills die in committee. As expected.

Summary
SimCongress.ai is an AI-powered simulation platform that allows users to experiment with different policy proposals and observe their potential impacts on the US Congress. The platform aims to enhance civic engagement and promote informed decision-making by simulating the legislative process and exploring the dynamics of policymaking.
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Summary
simcongress.ai
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