Glossary · Term

AMC

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Definition

Plain language

A U.S. high school math competition used as a benchmark for AI math reasoning.

As stated in the literature

The American Mathematics Competitions, a series of high school math contests whose problems are used as evaluation tasks in math-reasoning benchmark suites.

Why it matters: It provides a broad range of difficulty levels for testing how well AI handles competition-style mathematical reasoning.

For example, AMC problems range from approachable multiple-choice questions to harder ones that filter contestants toward national competitions.

Heard on the show

“All the AMC experiments — the full method — ran on a workstation with two RTX 6000 desktop GPUs.”
Episode 119 — Beating Reinforcement Learning Without Ever Touching the Model's Weights

Mentioned in 2 episodes

  1. 119
    Beating Reinforcement Learning Without Ever Touching the Model's Weights
  2. 026
    What RL Actually Does to Language Models, at the Token Level