State-Space NTK Collapse Near Bifurcations
arXiv:2605.12763v1 Announce Type: new
Abstract: Rich feature learning in tasks that unfold over time often requires the model to pass through bifurcations, constituting qualitative changes in the underlying model dynamics. We develop a local theory of…