Unrolled Flow Models for Reasoning.

arXiv:2610.09759v1 Announce Type: cross Abstract: Flow matching enables language generation in few steps, but whether additional integration steps improve reasoning remains unclear. We prove that a flow parameterized by a two-layer Transformer can solve graph