EDITORIAL & SOURCES POLICY
Useful context.
Clear credit.
Linkdout publishes short source-based briefs and original practical guides about working life. We aim to help readers understand an issue and find the original evidence.
How this edition was prepared
These articles were prepared with AI assistance and checked against the linked primary publications. They are not independent field reporting or interviews. “Linkdout perspective” identifies our own commentary and practical suggestions. It does not mean the source organisation endorses that advice.
Dates and evidence
Our publication date is separate from the original source date. Older reports are labelled Research context. Statistics retain their reference period and material caveats. We distinguish estimates, projections, company claims and observed outcomes. Slower hiring is not automatically a recession; AI exposure is not a count of jobs lost.
Original writing and attribution
We write concise summaries in our own structure and wording, add original context, and link directly to the original publication with its publisher and date. We do not publish full articles, line-by-line rewrites, copied headlines presented as our own, or material obtained by bypassing a paywall. A backlink or an automated paraphrase is not permission to reproduce protected material.
Images, quotations and source terms
This edition uses Linkdout’s own visual design, without publisher photographs, logos or reproduced charts. Any future quotation should be brief, clearly marked and attributed. Licensed material must have its permitted use and attribution recorded. Source-specific terms still apply, and this policy cannot guarantee that every possible use is lawful in every jurisdiction.
Corrections and rights concerns
Each article has a source-check date. Factual corrections should record the change and update the article’s date; we do not refresh dates just to make old material look new. To flag an issue now, send the article URL and the disputed statement to the Linkdout operator through the channel where you were invited to the site. For rights concerns, identify the original work and the material at issue. A dedicated public editorial inbox is not yet configured.
Publication cadence
This is a curated edition reviewed on 27 Oct 2026. There is no automatic news scraper or scheduled publishing job in this release. New stories must pass source, date, relevance and originality checks before they are added. We prefer a useful, accurate brief to a large volume of interchangeable rewrites.
Community and financial support
Community posts are member experiences, not verified news. Coffee support is optional and does not grant editorial influence or paid features. Sponsored content, if introduced, should be clearly labelled. We do not sell promises of jobs, investment returns or search rankings.