Edge cases are hard is not a bad rule of thumb.

High concentration, and you have saturation issues. Extremely low concentration, and there is not much active elements to leverage on.

Yes, as all rules of thumb, it falls apart in many situations too. But in that case at least the rule of thumb kind of recognize it will poorly scale at full generalization level.