Inductee No. 003
Distill
The machine-learning journal that made research legible: interactive articles on neural networks, laid out with the patience of a textbook and the polish of a magazine. On hiatus since 2021, and still the standard everyone cites.
Visit distill.pubThe citation
The index is nothing but a reading list — date, title, authors, abstract, thumbnail — and it is somehow one of the most persuasive pages in scientific publishing. Every entry pairs its abstract with a figure that actually explains something: activation atlases, Grand Tour projections, differentiable self-organizing lizards. The layout never raises its voice; the ideas do.
The wall votes it in as an archive, eyes open — the editorial team announced its hiatus in 2021, right there in the list like any other entry, which is its own kind of integrity. What stands is a run of articles that set the bar for explaining hard things on the web: consistent typography, figures treated as first-class citizens, peer review worn lightly. Retired numbers still count.
The colorway
Five swatches pulled straight from the screenshot. Each pennant leads to its colorway.
Filed under
The mark, for Distill
Fly it on Distill if you like — it points visitors back to this plaque. The banner stays up either way.
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