A non-context-free language is a type of formal language that cannot be generated by any context-free grammar, often requiring more computational power to recognize, such as a pushdown automaton with two stacks or a Turing machine. These languages are crucial in understanding the limitations of context-free grammars and automata, and are often used to illustrate the boundaries between different classes of formal languages in the Chomsky hierarchy.