Does entropy stop applying at a certain scale or only with certain forces?

Sort of a followup question to an earlier one, where I learned that entropy doesn’t diminish heat. So clearly the sticky forces don’t diminish either… Is there anything else I should know? Is this part of why quantum mechanics tend to be harder to understand?

(Also: did I formulate my question correctly?(Specifically the “applying” part.))