Editorial policy and corrections
How briefings are produced
The current archive uses automated collection and summary generation from linked sources. Publication does not mean every claim has been independently verified or that a model has been tested by this site. Source publication dates describe the original material.
What counts as original value
Our editorial standard for future substantive coverage is a specific question, traceable evidence, explicit limitations, and a useful comparison, worked example or reproducible procedure. A rewritten abstract or a generic statement about importance does not meet that standard by itself.
Evidence and uncertainty
Publisher announcements represent the publisher’s claims. Research abstracts do not establish production reliability. Performance comparisons need matching tasks, evaluation conditions and measurement definitions. We do not claim firsthand results without an actual recorded test.
Corrections
Send the affected URL, the statement in question, and a primary source through our Contact page. Corrections should identify what changed and why. We do not promise a response time or imply that the entire historical archive has already passed a manual review.
Funding and independence
The site links to Patreon for voluntary support. AdSense approval was declined for low value content; Google ad serving is not enabled. Financial support does not turn a source claim into verified evidence.