Entropy inequalities are mathematical expressions that provide bounds and relationships between different entropy measures, crucial for understanding information distribution and uncertainty in systems. They play a significant role in fields like information theory, thermodynamics, and quantum mechanics, helping to formalize the limits of information processing and transfer.