AI evaluation refers to the process of assessing the performance, reliability, and impact of artificial intelligence systems. Evaluation is crucial to ensure that AI systems meet their intended goals, operate safely, and provide value to users. It involves analyzing various aspects of the AI, including its technical performance, ethical implications, and practical usability.