Here a quantum operation is interpreted as a deterministic quantum channel, so it is completely positive and matrix trace preserving. Write its Kraus representation with and define the isometry in its Stinespring dilation
Then and . Acting on gives . An isometry preserves the nonzero eigenvalues of a density operator. Hence , , and is unchanged. It follows that .
Now discard and apply part 1. This proves data processing for quantum mutual information:
The matrix trace-preserving convention matters. Postselection can increase conditional quantum mutual information: take a uniform classical bit , copy it to with probability , and otherwise put in an erasure state independent of . Initially bits. Projecting onto the nonerased sector and conditioning on success gives a perfectly correlated bit pair with quantum mutual information one. That success branch is matrix trace decreasing, and its renormalized action is not a deterministic channel. Retaining the full outcome flag and averaging all branches restores the ordinary channel inequality.