The “Fat Face” illusion: A robust adaptation for processing pairs of faces

•The “Fat Face” illusion indexes a special perceptual mechanism for multiple faces.•The illusion is not affected by face categories, familiarity, or task requirements.•The visual system augments the perceived size of the face at the bottom.•The illusion relies on binocular vision.•The illusion indexes a visual adaptation to the environment.