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The dual bit frontier, an irreducible common-core floor, and a sharp singular-value characterization for nonzero tolerance are derived, which distinguish uniform task sufficiency from distributional and decision-level performance.
The results identify a query-optimal and dynamically maintainable tractability island inside the general contextual-fraction problem and identifies a permutation-transport class in which this global problem collapses to a fixed-point calculation.
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