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FrontierMath: Evaluating Advanced Mathematical Reasoning in AI | Epoch AI | Epoch AI

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FrontierMath presents hundreds of unpublished, expert-level mathematics problems that specialists spend days solving. It offers an ongoing measure of AI complex mathematical reasoning progress. We’re introducing FrontierMath, a benchmark of hundreds of original, expert-crafted mathematics problems designed to evaluate advanced reasoning capabilities in AI systems. These problems span major branches of modern mathematics—from computational number theory to abstract algebraic geometry—and typically require hours or days for expert mathematicians to solve. Figure 1. While leading AI models now achieve near-perfect scores on traditional benchmarks like GSM-8k and MATH, they solve less than 2% of FrontierMath problems, revealing a substantial gap between current AI capabilities and the collective prowess of the mathematics community. MMLU scores shown are for the College Mathematics category of the benchmark. To understand and measure progress in artificial intelligence, we need carefully d

FrontierMath: Evaluating advanced mathematical reasoning in AI | Epoch AI | Epoch AI We’re introducing FrontierMath, a benchmark of hundreds of original, expert-crafted mathematics problems designed to evaluate advanced reasoning capabilities in AI systems. These problems span major branches of modern mathematics, from computational number theory to abstract algebraic geometry, and typically require hours or days for expert mathematicians to solve. 1 Figure 1. While leading AI models now achieve near-perfect scores on traditional benchmarks like GSM-8k and MATH, they solve less than 2% of Fron

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