Claude 4.1 Opus 0% hallucination by refusing to answer

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Understanding perfect accuracy through abstention: The Anthropic safety strategy in action Why refusal to answer is crucial for reducing hallucinations As of March 2026, the AI landscape is wrestling with a striking contradiction: