Reasoning or Memorization

The provided source investigates the reliability of reinforcement learning (RL) performance gains in large language models (LLMs), specifically focusing on the mathematically adept Qwen2.5 series, which exhibited unusual improvements even with spurious reward signals on standard benchmarks like MATH-500.

Source: https://arxiv.org/abs/2507.10532

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