Large-scale Neuropixels recordings across the mouse visual system during an image-change detection task map how sensory, motor, and task engagement signals are distributed across the cortex, thalamus, and midbrain. Task and novelty signals differentially modulate activity along this hierarchy, and combined decoding and optogenetics suggest mice detect changes via an adaptation-based strategy within a critical time window.