Intelligibility refers to the clarity and comprehensibility of communication, ensuring that the intended message is accurately understood by the recipient. It is crucial in various fields such as linguistics, speech recognition, and machine learning, where the goal is to enhance the interpretability and effectiveness of information exchange.