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Newsroom Horizon

Landscape · theme index

The coverage landscape

Ten theme pages, grouped by where they sit in the life of a story: how it is made, how it travels, what shape it takes, how it is checked, and what has to be disclosed.

How to use this index

Each theme page is built the same way: eight numbered sections that can be cited individually, one comparison table, one desk checklist that can be copied into a newsroom’s own documentation, three questions readers actually ask, and a short rail of related reading. The sections are self-contained, so a reader looking for one mechanism does not have to read the whole page to find it.

The grouping below is a convenience rather than a taxonomy. Several themes belong in more than one group — personalisation is a distribution mechanism and an audience question at the same time — and the pages cross-link where the overlap matters. If you are new to the subject, the production group is the most useful starting point, because the vocabulary established there is assumed elsewhere.

Where a theme touches a legal instrument, the page describes the general shape of the obligation and directs you to the current text. Provisions phase in over time, scope depends on the role a service plays, and a summary written today can mislead within a year. Nothing on these pages is legal advice.

Production

How items are made

The stages at which machines now participate in producing an item, and what each stage requires of the people responsible for it.

01Assisted writing at the deskWhere language tools sit in the copy flow, the failure modes that matter in news, and what has to be checked before an assisted sentence reaches a reader.Open02Automated news productionTemplate-driven items, pipeline dependencies, error propagation at scale and the correction mechanics that batch publishing requires.Open

Distribution

How items reach people

The ranked and social systems that determine what is encountered, and the dependencies a publisher accepts when it relies on them.

03Recommender systemsWhat a ranking system optimises, which signals it learns from, and how a desk audits its own recommender for concentration and exposure diversity.Open04Social platforms as news channelsConditional distribution, dependency measurement, format grammar per surface and the verification of material found in feeds.Open

Craft and sustainability

What is published, and how it is paid for

Format decisions and funding arrangements, both of which shape the copy long before anyone writes a word of it.

05New formatsNewsletters, podcasts, vertical video, live blogs and interactive explainers — what each changes about reporting, correction and accessibility.Open06Funding and subscription modelsMetered access, membership, registration walls, grants and public schemes, and the editorial pressure each arrangement creates.Open

Verification and audience

What is true, and who sees it

Establishing what a file records, and understanding what measurement and adaptation do to the shared picture.

07Deepfakes and synthetic mediaHow synthetic material is produced, which provenance signals exist, why detectors are unreliable, and how a desk triages a suspect clip.Open08Personalisation and filter bubblesWhat is actually adapted, what the evidence supports, and how an editorial floor keeps a shared front page under a personalised one.Open09Audience metricsWhat each metric measures, how inflation distorts it, and how measurement can inform editing without quietly directing it.Open

Rules

What must be disclosed

The European and Irish instruments that shape transparency practice, and how to write a disclosure a reader can rely on.

10Transparency and rulesThe EU AI Act, the Digital Services Act, GDPR and the Irish media framework, and how to write an AI-use disclosure that a reader can rely on.Open

What is deliberately not covered

This landscape does not include product reviews, tool rankings, vendor comparisons or pricing of any kind. It does not cover the internal commercial operations of specific publishers, and it does not name individual practitioners. It also stops short of the professional-practice subjects that belong to a different kind of site — interview technique, shorthand, court reporting procedure — except where a digital mechanism changes them.

Suggestions for mechanisms that are missing are welcome through the contact page. The landscape is deliberately finite: ten pages that are maintained is more useful than forty that are not.