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Maximal distance measures, not standard ones, dictate the rates for quantum channel simulation and resource dilution, invalidating key reversibility theorems.
Non-signaling correlations provide zero advantage in boosting classical Rényi capacity or beating error exponents, proving that even hypothetical supra-quantum resources cannot overcome fundamental channel simulation limits.