Interpretability research publishes itself. Distill built an article template that reads like a journal and behaves like software, and transformer-circuits.pub inherited it: a white page, one measured column of serif prose, figures that step out into the margin when the data needs the room.

Colour is rationed on purpose. A single deep navy carries every link and accent, greys do all the structural work, and the only saturated pigment on the page is the diverging red–blue ramp that reports attribution. Nothing decorates. Every graphic is evidence.