Glossary · Term

USAMO

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Definition

Plain language

The most prestigious U.S. high school math competition, requiring full written proofs.

As stated in the literature

The USA Mathematical Olympiad, a six-problem proof-based competition used as a benchmark for olympiad-level mathematical reasoning in AI systems.

Why it matters: Because it demands genuine proofs rather than numerical answers, it's a much harder bar for AI math systems than competitions like AIME.

For example, a USAMO problem might ask the student to prove that a certain inequality holds for all positive reals, with full rigor.

Heard on the show

“5 by more than twenty points on standalone benchmarks — crosses the human gold-medal threshold on both the twenty-twenty-five International Math Olympiad and the twenty-twenty-six USAMO.”
Episode 133 — How MiniMax Turned a Reward-Hacking Disaster Into Olympiad Gold

Mentioned in 2 episodes

  1. 133
    How MiniMax Turned a Reward-Hacking Disaster Into Olympiad Gold
  2. 048
    How a 30B Open Model Reached Olympiad Gold With the Right Recipe

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