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Blocking Common Opening Tokens and Adding an Example Raised Reasoning Compliance in Two AI Models.

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Blocking “Okay” and “Alright” while providing an example raised average written-reasoning compliance by 41.2 percentage points for Qwen3-32B and 34.5 percentage points for OLMo-3.1-32B-Think; the scores did not measur…

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