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Over-squashing, Bottlenecks, and Graph Ricci curvature A second post by Michael Bronstein about over-squashing effect, when exponentially many neighbors aggregate their information into a fix-sized vector, causing the loss of the information. In this post, Michael connects over-squashing effect with Ricci flow — a well-studied notion of the space curvature that is used in differential geometry.