I don't know, it looks like the conservation of mutual information is like the fact that entropy always remains constant or increases. This is true for the overall universe, but not true for individuals.
A human isn't some magical entropy reducer -- we reduce entropy in ourselves by increasing it elsewhere. I suspect mutual information works the same way.