Editorial standards
How these summaries are made
Every summary and every translation on this site is written by a language model, not by a person. That is a real limitation and this page states plainly what it means, what is done to contain it, and what to do when you find it has gone wrong.
The pipeline
A story arrives as an RSS entry: a headline, a link, a timestamp and whatever body text the publisher chose to syndicate. Subscription pitches, copyright lines and section labels are stripped mechanically before anything else happens.
What remains is sent to Google's Gemini models, which are asked for two things: a summary in the language the story was published in, and a translation of both headline and summary into the other. The instruction is explicit that only facts present in the source may be used and that no name, number, quote or date may be invented.
A translation that comes back in the wrong script is discarded and the original is shown instead. A summary that comes back as publisher boilerplate is discarded and the card renders the headline alone. Nothing is padded to fill a card.
What we do not do
Headlines are never rewritten. The headline on a card is the publisher's own, exactly as they filed it — it is the string we are most confident is accurate, and it is what you will see again if you follow the link.
No story is generated, extended or combined. If a feed gives us only a headline, the card shows only a headline.
No engagement metric is displayed, because none is collected. The coverage count on a card is the number of distinct newsrooms observed running the same story — a measurement, not an estimate of what other readers did.
Where it can fail
Machine summarisation compresses, and compression loses things: a qualifying clause, an attribution, the difference between an allegation and a finding. Machine translation adds a second layer of the same risk, and it is more likely to go wrong on Nepali than on English.
Translated stories are labelled as machine translated wherever they are shown in full, and the original text is always one click away at the source. When a brief and the source article disagree, the source article is correct.
Corrections
Errors in the summaries and translations here are ours, not the publisher's. Report one at https://kneeraazon.com and it will be corrected or the story removed.
Errors in the underlying reporting belong to the newsroom that published it, and should go to them. Every card links to the original for exactly this reason.