Read beyond the answer.
Notes on sources, research, and the small details that change a conclusion.
Research brief
What research tells us about AI answers and the news.
A closer look at sourcing errors, missing context, and the checks to make before using an answer.
Read the briefMore to read
Practical guideFive signs a claim needs a closer look
Missing dates, loose definitions, and citations that do not quite support the sentence.
Editorial workflowMake room for verification on deadline
A suggested review workflow, from the first flagged sentence to the correction record.
MethodologyWhen several models agree
Why agreement can help a review, and why the original sources still matter.
From the reading to the record.
Explore how Verity presents evidence, disagreements, and limitations.