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README.md
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# MathBode: A Dynamic Benchmark for Mathematical Reasoning
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**MathBode** is a benchmark designed to evaluate the dynamic reasoning capabilities of large language models (LLMs) by treating parametric math problems as dynamic systems. Instead of testing static accuracy on fixed problems, MathBode treats parametric math problems as dynamic systems. It sinusoidally varies a parameter and measures the model's response in terms of **gain** (amplitude tracking) and **phase** (reasoning lag), analogous to a Bode plot in control theory.
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This dataset contains the complete set of prompts and ground truth values for the benchmark.
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# MathBode: A Dynamic Benchmark for Mathematical Reasoning
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<!-- Updated: 2025-09-22 -->
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**MathBode** is a benchmark designed to evaluate the dynamic reasoning capabilities of large language models (LLMs) by treating parametric math problems as dynamic systems. Instead of testing static accuracy on fixed problems, MathBode treats parametric math problems as dynamic systems. It sinusoidally varies a parameter and measures the model's response in terms of **gain** (amplitude tracking) and **phase** (reasoning lag), analogous to a Bode plot in control theory.
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This dataset contains the complete set of prompts and ground truth values for the benchmark.
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