visualizing

Definition

Turning structure that is invisible in raw numbers into something the eye can parse: scatter plots of embeddings, attention heatmaps, slices through a loss landscape. Visualization is a hypothesis-generation and debugging tool, not a measurement. Every such plot throws away dimensions to fit on a page, so an apparent pattern may be an artifact of the projection — confirm it with a quantitative test before building on it.