About

A narrow scope, worked deeply.

Counfield studies how models develop while they are trained, and how that development can be measured. The published work is a set of measured training runs, the methods behind them, and the evidence for each result.

We keep the scope narrow on purpose. Results are published with their evidence, negative results as visibly as positive ones, and anything that was not measured is labelled as such.