A11: A Structured Way to Not Lie to Yourself During Reasoning

Most reasoning systems — including humans — don’t fail because they lack intelligence. They fail because they silently jump from observation to conclusion without noticing it. This article introduces A11, a structured reasoning framework designed not to produce answers, but to prevent false certaint

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