Did We Just Invert the Topology?

Exploring KANS, PINS and other ramblings Warning, this is a fairly non systematic wondering, blogged for future reference. Anything useful is probably accidental! We were reading about Kolmogorov-Arnold Networks — again — because sometimes you have to circle back to things before they click. And this time, something clicked. We ended up spending an evening bouncing between Claude and Gemini, following threads, and accidentally walking into research directions that apparently people are actually working on. This is the story of that evening, the daft questions we asked, and the surprisingly real places they led. ...

November 30, 2025 · Richard Griffiths