The precision of the CP phases and determined from the mixing-induced CP asymmetries in and , respectively, is limited by the unknown long-distance contribution of a penguin diagram involving up quarks. The penguin contribution is expected to be comparable in size to the precision of the LHCb and Belle II experiments and therefore limits the sensitivity of the measured quantities to new physics. We analyze the infrared QCD structure of this contribution and find that all soft and collinear divergences either cancel between different diagrams or factorize into matrix elements of local four-quark operators up to terms suppressed by , where denotes the mass. Our results, which are based on an operator product expansion, allow us to calculate the penguin-to-tree ratio in terms of the matrix elements of these operators and to constrain the penguin contribution to the phase as . The penguin contribution to is bounded as , $|\Delta \phi_s^{\parallel}|\leq {1.22}^\circ|\Delta \phi_s^{\perp}|\leq {0.99}^\circ\phiJ/\psi|\Delta \phi_d|B_d\to \psi(2S) K_SB_d\to J/\psi K^P/T$ for decays in which is Cabibbo-unsuppressed and we derive upper limits on the penguin contribution to the mixing-induced CP asymmetries in $B_d\to J/\psi \pi^0B_d\to J/\psi \rho^0B_s\to J/\psi K_SB_s\to J/\psi K^$. For all studied decay modes we also constrain the sizes of the direct CP asymmetries.

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