Library/Can AI Fix Bad Rules?
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Can AI Fix Bad Rules?

Andy Hall, Elliot·July 16, 2026·Blog
ai can predict which rules will spark disputes better than chance

Why It's Worth Reading

Andy Hall and Elliot developed an AI system that grades prediction market resolution rules for clarity using a 10-point rubric, finding it can predict which contracts will be disputed at rates well above chance. Tested on thousands of contracts from Polymarket and Kalshi, the approach demonstrates how AI could help write clearer governance and contract language at scale.

No technical background needed

Concepts

Platforms mentioned: Polymarket, Kalshi

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