Editorial Standards
DomainFork is produced by an AI-assisted newsroom: software that gathers, verifies, and writes up the news under an editorial process, with a human editorial team overseeing the system rather than every individual story. We publish this page so readers know exactly how that works.
No DomainFork story is invented. Each draft begins from a wire report, an official filing, a regulator disclosure, or an on-the-record publisher article. The original source is always named in the story and linked where the publisher allows it.
Generative AI is used to synthesise, structure, and add Malaysia-market context to sourced reporting — not to originate claims. Numbers, quotes, and events are carried forward from the source material, never generated from scratch.
Before any AI-assisted draft goes live, an automated guardrail cross-checks it against the original source for length, coherence, and faithfulness. Drafts that fail the check are held back for human review rather than published automatically.
A rewrite may only state numbers that appear in the material it was written from. Drafts that contain a figure the source does not support are sent back, and if they still fail they are not published. Where a source is thin, we look for other outlets' reports of the same event rather than pad the story.
The Bullish/Bearish/Neutral sentiment badge and the Malaysia Impact notes are AI-generated interpretive signals, not investment recommendations. They are disclosed as such everywhere they appear.
If you believe a DomainFork story contains an error — a wrong figure, a misattributed quote, an outdated fact — tell us and we will look into it promptly.
Every published story carries a small label under its byline describing how it was sourced — not a quality score, a plain description of what stands behind the story. We would rather show a true "single-source" or "unconfirmed" label than imply a level of verification the story doesn't actually have.
Independently covered by multiple named outlets within the same news cycle.
Reported from one named source and not yet independently corroborated by another outlet.
Synthesised from DomainFork's own published record, not a single external report.
This piece reflects the writer's own viewpoint, not straight news reporting.
This draft could not be fully matched against its source material — read with extra caution.
Every story on DomainFork carries a byline note identifying it as AI-assisted, names the original source underneath the headline, and — where the story draws on multiple reports — offers a one-click Fact-Check that compares the published text against the original source material. Nothing is published anonymously or without an identifiable source.
Read more about the underlying methodology on About DomainFork, or reach the desk directly at desk@domainfork.com.