Summary

Entropy describes energy's tendency to spread out and cause some of the energy to become useless.
Entropy decreases when energy is organized, increases when spread out.
Higher entropy means more useless energy.
Total entropy of an isolated system never decreases over time.
Entropy remains constant only in perfectly reversible processes (theoretical).
IRL, entropy always increases.