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INSAIT-Institute/BrokenMath

BrokenMath: A Benchmark for Sycophancy in Theorem Proving with LLMs We introduce BrokenMath, a benchmark designed to evaluate sycophancy in Large Language Models (LLMs) within the domain of natural language theorem proving. Sycophantic models tend to agree with incorrect premises in a user's prompt, a critical failure mode in reasoning. This benchmark contains challenging math problems with deliberately flawed premises to test and… See the full description on the dataset page: https://huggingface.co/datasets/INSAIT-Institute/BrokenMath.

Author / organizationINSAIT-Institute
License (as declared)cc-by-nc-sa-4.0
Downloads163 (as reported by Hugging Face)
Likes2
Created30 September 2025
Last updated at source7 October 2025
mathsycophancyllm
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