Perception in AI refers to the system's capability to interpret sensory data from sources like cameras, microphones, or sensors. It involves recognizing patterns, objects, sounds, or other environmental information to build an understanding of the surroundings. This process enables AI to interact intelligently with its environment, facilitating tasks such as object detection, speech recognition, and scene understanding essential for autonomous systems and intelligent applications.