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    "description": "<p>This paper constructs the category Imp of impossibility contexts&mdash;adversarial aggregation channels equipped with self-referential closure&mdash;and proves that a single functor, the <em>impossibility functor</em> F: Imp &rarr; Poset, classifies all impossibilities arising from adversarial signal corruption. The functor assigns to each object an <em>impossibility gap</em> &kappa; = \ud835\udc9c &minus; D^rob, the signed deficit between adversarial capacity and robust discriminability; impossibility holds if and only if &kappa; &ge; 0 at some critical pair.</p>\n<p>Four main theorems are established. The Functorial Conservation Theorem identifies the conservation identity &Delta; = \ud835\udc9c_V + D^rob_V as the unique natural transformation between the capacity functor and the self-referential demand functor on Imp. The Propagation Theorem shows that impossible objects form a coideal under morphisms. The Meta-Impossibility Theorem proves that the framework predicts its own incompleteness under self-referential closure. The Full Structural Separation Theorem establishes that the social choice tower (Arrow, Gibbard&ndash;Satterthwaite, Myerson&ndash;Satterthwaite) and the logic tower (G&ouml;del, Turing, Rice) are categorically disconnected, formalizing the folklore intuition that \"Arrow's theorem and G&ouml;del's theorem are different kinds of impossibility\" as a precise disconnection theorem. This separation is resolved by showing that the Nyquist object is a universal source reaching every other object in Imp, while the logic tower is a terminal sink.</p>\n<p>The construction subsumes the eight impossibilities previously unified by the adversarial aggregation channel framework and extends it in two directions. A ninth object&mdash;the Fischer&ndash;Lynch&ndash;Paterson (FLP) impossibility of asynchronous consensus&mdash;is constructed and categorically separated from all social choice objects. A new falsifiable result, the Verification Insufficiency Theorem, is derived: no binary (pass/fail) audit mechanism can eliminate strategic manipulation in any social choice function with &ge; 3 alternatives, regardless of accuracy or computational power, because a binary audit has rank 2 while the Gibbard&ndash;Satterthwaite adversary has rank &ge; 3. Additional structural results include the Gap Defect Formula, the adversarial rank functor, the Minimum Compensation Theorem, and a 2-categorical formulation in which the No Free Lunch Theorem appears as a fixed-point property under self-referential closure.</p>",
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        "subject": "impossibility functor"
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      {
        "subject": "category theory"
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        "subject": "adversarial aggregation channel"
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      {
        "subject": "conservation law"
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        "subject": "self-referential closure"
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        "subject": "Nyquist boundary"
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        "subject": "Arrow's impossibility theorem"
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        "subject": "Gibbard\u2013Satterthwaite theorem"
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      {
        "subject": "Myerson\u2013Satterthwaite theorem"
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        "subject": "G\u00f6del incompleteness"
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        "subject": "FLP impossibility"
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      {
        "subject": "social choice theory"
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      {
        "subject": "morphism classification"
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    "title": "The Impossibility Functor: A Categorical Unification of Impossibility Theorems",
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