HOW IT WORKS: Automatic reading processes compete with visual perception, increasing mental effort, reaction time, and error probability.

IN UX/UI/AI DESIGN: AI interfaces must avoid contradictory labels, colors, icons, and feedback meanings across actions and system states.

EXAMPLE: A destructive AI action is never colored green or labeled with positive confirmation wording.