GSM-∞: How Do your LLMs Behave over Infinitely Increasing Reasoning Complexity and Context Length?

Yang Zhou, Hongyi Liu, Zhuo Chen, Yuandong Tian, Beidi Chen
2/14/2026

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@article{zhou2026gsm,
  title  = {GSM-∞: How Do your LLMs Behave over Infinitely Increasing Reasoning Complexity and Context Length?},
  author = {Yang Zhou and Hongyi Liu and Zhuo Chen and Yuandong Tian and Beidi Chen},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:b766354fe0d5dc330c71f2d6089c95a3a4c4b047},
  journal = {ICML 2025 2025}
}

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