Let represent the mutual information between random variables X and Y.
Here I give example one for the following inequalities.
Example 1: For
Let X, Y be independent uniformly distributed random bits and Z=X Y. Then,
RHS = 0
Example 2: For
Let X=Y=Z, X is a uniformly distributed random bit. Then, it can be shown that
LHS = 0