Bottlenecks on graphs via curvature
Oversquashing is a topological bottleneck due to the low curvature volume; geometric distortion.
When information from a distant node reaches node , the amount of information transmitted decreases exponentially according to the graph's curvature.
At this point, the Determinant of the Jacobian Matrix creates a bottleneck.

Seonglae Cho