The Cognitive Theory of Multimedia Learning posits that people learn more effectively from a combination of words and pictures than from words alone, by engaging dual channels for processing visual and auditory information. It emphasizes the importance of managing cognitive load to optimize learning by aligning instructional design with how the human brain processes information.