Start with the source
We prefer the institution, agency, research paper, project documentation or original announcement behind a claim. An institution's account of its work is evidence of what it reported, not independent proof of every benefit. Links in each story let you inspect the source directly.
Explain what changed—and what did not
Research, a laboratory demonstration, a product announcement and a deployed service are different stages. We preserve the conditions that materially change a result. Interpretations are labeled as our reading; possible applications remain possibilities until supported by evidence.
Keep dates honest
The source-announcement date records when the underlying report appeared. The publication date records when our article was published. The updated date changes when we materially revise or recheck the article. A new build or a feed import does not make old research new.
AI assistance and authorship
AI tools assist with discovery, outlining, writing and implementation. The Useful Work editorial byline identifies that workflow. The first edition was checked against its linked sources with AI assistance; it is not described as independent reporting, human expert review or experimental replication.
Illustrations and reuse
Our original technology artwork and diagrams are explanatory illustrations, not documentary images of the reported hardware. Documentary photographs carry their own source, credit and historical context. We do not republish a news article's body or assume that its photographs are free to reuse. Our briefs use original wording and link to the underlying material.
Corrections
Material corrections will be explained on the affected article with an updated date. We retain the distinction between correcting an error and adding new information. Publisher information is available on the About page.
Commercial independence
No ads or affiliate tracking are active in this edition. A future sponsorship, referral arrangement or paid placement must be disclosed. Payment will not be presented as independent evaluation.
News discovery is a starting point
Public feeds can help identify stories. Their entries enter an editorial inbox, not the public article collection. Publication requires reading the source, writing an original explanation, checking the central claim and limitations, and passing the site's checks.