An adaptive algorithm inspired by biological flexibility for online adjustment to distribution shift. Xenovert grows a perfect binary tree that maps a source distribution onto its shifted target while preserving the relationships that downstream operations depend on, so a model trained once keeps working as its inputs drift, without labels and without retraining.