Whitening Inverts the Hierarchy: What the Norm of a Whitened Embedding Measures.

arXiv:2609.23117v1 Announce Type: cross Abstract: Whitening a foundation-model embedding and using its squared norm as a training-free likelihood surrogate is motivated by the observation that whitened coordinates often appear approximately standard normal. We