Fitting shapes to data the old-fashioned way is becoming new again in the AI age

Instead of forcing data into rigid boxes, manifold fitting lets data live on smooth, bendy surfaces that actually match its true structure — like hanging a tablecloth over a curved table instead of a flat one.

This means AI systems could visualize and understand complex patterns in ways that match human intuition, making them easier to interpret and trust.