Why it matters
Math evals track reasoning frontier. Understanding shapes eval.
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The architecture
Multi-tier benchmarks.
MATH: high school competition.
AIME: competition.
FrontierMath: PhD-level research.
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How it works end to end
MATH + AIME + GSM8K + FrontierMath.
Automated verification for correct final answer.
o1 / R1 excel here.