AI & ML

This area is under active construction. Look out for potholes.

I write to grok things. Expect a mix of mathematical intuition, code-level details, and questions about what these systems are for.

Confidence Is a Budget: A Small Study of Selective Prediction

A short paper-style Nota demo about calibrated confidence and selective prediction.

Attention as Learned Routing

A compact intuition for attention, with just enough mathematics to be useful.