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Editorial reference only. Independent editorial knowledge base on digital journalism. No accreditation, no qualification, no award of any kind, and no guarantee of employment or publication.
Newsroom Horizon

Dublin · independent desk · free to read

Read the newsroom before you read the news.

Newsroom Horizon explains how digital journalism is actually produced, ranked, funded and disclosed — so that readers, students and working journalists can judge what reaches them and how it got there.

Open the analysis desk
Free, and deliberately unqualified. Everything here can be read without an account, a payment or an email address. This desk awards no accreditation, issues no certificate, runs no course, places nobody in a newsroom and gives no legal advice. It publishes explanatory material and cites public sources.
Charcoal broadcast panel
showing four horizontal signal rails labelled drafting, assistance, review and published, with
a timecode ruler along the top
Reading orderMechanism → evidence → limits

What this desk publishes

Explanatory material about how the work is made

Most coverage of media technology describes products. This desk describes practice: the production path an item travels, the decisions taken at each stage, the public rules that apply, and the points at which a reasonable newsroom can get it wrong. The material is written for an informed general reader — no jargon that is not explained, no vendor language, and no claims about outcomes that cannot be evidenced.

Four long analyses carry the argument. Ten shorter theme pages cover a single mechanism each. A lexicon defines the vocabulary. A method page sets out how the material is produced and corrected. Nothing on the site is behind a wall and nothing is for sale.

01

Production

How machine assistance enters a copy flow, what it produces at each stage, and where the verification burden actually falls.

02

Distribution

Ranked surfaces, recommender layers, platform dependency and the arithmetic of concentrated attention.

03

Verification

Provenance, chain of custody, physical corroboration and the honest description of what has not been established.

04

Rules

Transparency instruments, data protection, the Irish media framework, and disclosure practice that means something.

30Pages, all free
4Long analyses
10Theme pages
0Trackers installed

Coverage map

Ten mechanisms, one at a time

See the full landscape →

Each theme page takes a single mechanism and works through it in eight numbered sections, with a comparison table, a desk checklist and three questions readers actually ask. They are written to be read on their own or in sequence.

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.Open03Recommender 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.Open05New 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.Open07Deepfakes 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.Open10Transparency 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

How the material is made

Traceable, dated and open to correction

Read the full method →

Every page states where its claims come from. Primary material — the text of a regulation, a statistical release, a regulator’s published guidance, a platform’s own transparency report — outranks commentary about it. Where a mechanism is contested, the page says so rather than choosing the tidier version.

Pages carry a review date, corrections are made in place with the previous wording retained, and the correction route is an email address and a short form on the contact page. The method page sets out the sourcing hierarchy, the drafting sequence, the review cycle and what this desk will not publish.

Formats on this site

Built for reading, not for enrolment

A

Analyses

Ten numbered sections, a reading rail, a comparison table and worked arithmetic in neutral units.

B

Themes

Single-mechanism pages with a comparison table, a checklist and three questions.

C

Lexicon

Defined terms with the distinctions that matter, written to be quotable.

D

Checklists

Desk lists that can be lifted into a newsroom’s own documentation and adapted.

There is no course, no programme, no cohort, no enrolment and no assessment. Newsroom Horizon does not teach classes, does not appraise anyone’s individual work and does not act as an intermediary with any employer.

Who reads this

Written for people who have to decide something

The audience is adults in Ireland and elsewhere who encounter these mechanisms at work or as readers: journalists and editors adopting new tools, students and teachers looking for a neutral explanation, communications and policy staff who need to understand how coverage now travels, and readers who simply want to know why their feed looks the way it does.

No prior technical knowledge is assumed. Where a term is unavoidable it is defined in the lexicon and linked. Where a question is genuinely legal — defamation, privacy, copyright, data protection — the page says so and points to a qualified professional rather than improvising an answer.

Working journalists Students and teachersEditors and desk heads Policy and comms staffGeneral readers

Independence

Funded by its founders, accountable to its readers

Newsroom Horizon takes no sponsorship, sells no advertising space, runs no affiliate arrangements and accepts no payment for coverage or placement. It is funded by the people who operate it. No institution, platform, regulator or vendor has any editorial role, and none is consulted before publication.

Institutions are named in the text where they are relevant — Coimisiún na Meán, the Press Council of Ireland and the Office of the Press Ombudsman, the Central Statistics Office, the Data Protection Commission and the European instruments that apply. Naming a body is not a claim of membership, recognition, accreditation or supervision by it, and no such claim is made anywhere on this site.

About the project →

Questions preview

Scope questions, answered briefly

Is this a journalism school?

No. It publishes explanatory articles. There is no course, no cohort, no assessment, no certificate and no accreditation of any kind.

Does reading this improve my chances of being hired or published?

No such claim is made. This desk has no relationship with any employer or commissioning editor and cannot influence anyone’s hiring or publication decisions.

Is any of this legal advice?

No. Media law, copyright, defamation and data-protection duties differ by jurisdiction and change. Check the current position with a qualified professional before publishing.

Does the site track me?

No measurement or advertising tag is installed. Storage is limited to your notice acknowledgement and your choice on the consent bar, both described on the cookie page.

Read all eighteen questions →