This chapter revisits the phenomena of proximity, similarity, and continuation that can generate perceptual grouping from the perspective of bias in neural processing, It also considers the history effects that have typically not been associated with the literature on perceptual grouping. The chapter specifically emphasizes the autonomous nature of the perceptual organization and generates “pop-out” phenomena and exogenous attention capture. It compares the physics of attractors and self-organization in chaotic environments.