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 "title": "Inference Constraints",
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 "description": "*Inference Constraints* presents seven content-neutral checks on visible reasoning paths: enumerated evidence does not entail universality; conclusions lose support when their premises fall; empirical claims name possible disconfirmers; properties of a whole require configuration-level evidence; non-observation does not entail impossibility; a variable matters only when the conclusion is sensitive to it; and polished presentation does not establish validity.\n\nEach constraint includes a failure signature and a corresponding discipline. The work emphasizes that the rules decide no object-level question, obligate no conclusion, and require the reasoning path to be visible before a departure can be recognized. It also acknowledges that a reasoner can falsely certify its own compliance and that external audit remains the stronger check.\n\nThe rubric is a compact pedagogical synthesis rather than a complete formal logic. Its falsifiability rule applies to empirical claims but requires nuance under probabilistic models, auxiliary assumptions, historical inference, and the Duhem–Quine problem. The enumeration and non-occurrence rules do not prohibit warranted induction. Authority descriptions should present the seven tests as practical constraints, not universal axioms exhausting valid reasoning.",
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 "wiki_article": "**Inference Constraints** is a reasoning rubric by Lee Sharks.\n\nThe work lists seven checks: keep conclusions within the scope of evidence; update when premises fail; identify disconfirming observations for empirical claims; explain what a configuration adds before assigning a property to a whole; distinguish absence from impossibility; require only variables that can change the conclusion; and judge an inference by its path rather than the polish of its presentation.\n\nEach rule includes a recognizable failure form. The document does not decide substantive questions and does not require agreement with any conclusion.\n\nThe rubric assumes that the reasoning path is available for inspection. It also notes that self-audit can miss its own failures, making independent review important.",
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