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Code and data used to build an AI umpire to check that racing teams are following the rules specified in the Le Mans 24-hour rule book.

The 161 page rule book fits within a 1 million token context window.

Enfringements are ranked by seriousness.

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ClearRoute x Le Mans 24h Hackathon 2025

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