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RESEARCH27

More Thinking, More Bias: Length-Driven Position Bias in Reasoning Models

arXiv CS.AIΒ·May 11, 2026

New research indicates that position bias in reasoning models, such as Chain-of-thought, scales with the length of the reasoning trajectory. This effect was observed across various model configurations and benchmarks, suggesting that "more thinking" can exacerbate certain biases.

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