Legible Networks: recasting neural nets so you can read them exactly [linkpost]

I've made some interesting strides in AI interpretability: recasting trained neural nets into a geometry where you can read them exactly, with arithmetic — the exact counterpart of Anthropic's averaged "J-lens," including (I believe) the first measurement of how lossy averaged lenses actually are.The full series — eight posts, with embedded interactive widgets — is here: https://doinfinitely.github.io/legible-networks/It's a deep collaboration between me (the human author) and Claude, so rather ...