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This conceptual paper introduces Reputation-Induced Restriction of Disconfirming Opportunities, a mechanism in which an inherited reputation shapes assignments or interpretations of conduct, making contrary evidence harder to produce or recognize. The resulting absence of counterevidence can then be treated as support for the reputation that helped create the gap. The paper asks whether the evidence behind a reputation remains current and whether contrary conduct could have appeared and been recognized. Persistence alone does not establish the mechanism. An accurate reputation can endure, and restriction must be traced to the reputation’s influence on opportunities or interpretation. The discussion connects the mechanism to Denrell’s account of restricted experience sampling and examines Rist’s 1970 observational study of one class of schoolchildren. Rist reported that children in lower-status groups demonstrated knowledge during home visits while classroom arrangements limited opportunities to display it. The paper interprets this case as a restriction on the evidence available to revise an earlier judgment. Part of the Interpretation and Feedback series within On Human Modeling, the paper asks who controls assignments, records, and opportunities for revision. Its framework can inform human–AI research on whether inherited profiles shape access to opportunities and thereby restrict the evidence available to update those profiles.
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Alexandra Cary (2026) studied this question.
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