Editorial Standards

WelclAI explains what is happening in artificial intelligence by summarizing and linking primary sources. This page describes, honestly, how we work — so readers and partners know exactly what they are getting.

How our articles are produced

Our articles are drafted with the assistance of large language models (the Claude Opus family) working from primary sources — research papers, official model cards, company blogs, release notes, and public documentation. A human editor reviews and corrects on a rolling basis. We disclose this workflow openly rather than presenting machine-assisted drafts as purely hand-written.

Sourcing

• We cite and link primary sources. We do not invent benchmarks, quotes, statistics, or dates.
• When something is unconfirmed, we say so plainly rather than presenting speculation as fact.
• We do not fabricate product screenshots or imagery that implies access we do not have.

We do not break news

WelclAI is not a breaking-news outlet. We summarize, contextualize, and explain. We date every article ("as of" a specific date) and update or correct pieces as the underlying facts change. We do not backdate content to fabricate a publishing history.

Corrections

When we get something wrong, we fix it and note the change. If you spot an error, contact us through the Contact page and we will review it.

Independence

Editorial decisions are made independently of advertising. Where a relationship could be perceived as a conflict, we disclose it.