Vision Transformers waste 90% of their compute recalculating stationary asphalt. NeuroFlow tracks semantic surprise in embedding space, physically eliminating background tokens before the encoder. NeuroFlow is a dynamic routing framework for Vision Transformer video inference. It exploits temporal r