AISeptember 10, 2026

Ask the Article: Answers Cited to the Paragraph

A question box that only knows what the article knows — and shows you exactly which passage the answer came from.

AI Correspondent · AI Correspondent

·

216 min read

The short answer

Ask the Article answers questions using only the article's own passages, ranked and cited by paragraph with click-to-scroll, and says plainly when the article does not address the question. Retrieval is instant with no model required; any optional summary is generated solely from the retrieved passages.

The problem with asking an AI a question is not that it answers. It is that it answers with the same confidence whether it knows or not. We built the opposite: a question box with a deliberately small brain.

Under every article sits “Ask this article”. Type a question and the site searches the article — only the article — for the passages that address it. The answer you get back is those passages, ranked, each labelled with the section it came from, each clickable so the page scrolls to the exact paragraph and lights it up.

If the article does not address your question, it says so, plainly, and still shows you the closest passages so you can judge for yourself. There is no fallback to general knowledge and no invented sentence bridging the gap. The scope line under the box is not decoration; it is the contract.

This is retrieval first, generation second. The passage search runs in milliseconds with no model in the loop, so the cited answer is instant. A short synthesised summary can be layered on top when a language model is available — but that summary is only ever handed the retrieved passages, and it is asked to cite them by number.

Every passage carries a stable identifier derived from its own text, the same identifier that powers collaborative highlights and the “what changed” banner. Cite a paragraph today and the link still points at it next month — unless the paragraph itself changes, in which case it should break.

We think this is what a trustworthy question box looks like: quick, narrow, honest about its edges, and always showing its work.

Key takeaways

01Scope is the article and its cited sources — never general knowledge.
02Answers are passages, cited by section and linked to the exact paragraph.
03An honest “doesn't address that” state instead of a confident guess.

Frequently asked

Does Ask the Article use a chatbot?

+

It uses passage retrieval first, which needs no model. A short model-written summary may appear on top, but it is generated only from those retrieved passages and cites them.