#verification
Everything tagged #verification across the site
5 articles
Byte-identical or bust
"Copy it over and switch the reference" is two steps, and the outage lives in the one nobody checks
AI content SEO: how to publish pages that earn their place
AI made publishing cheap, which is exactly the problem. What separates a page worth ranking from a competent summary of the first ten results.
Prompt testing: build a lightweight eval set
A prompt that works once isn't a quality system. Five cases, an observable rubric, and a regression set will tell you whether a change helped.
What counts as proof
"Verify your work" isn't an instruction. It's a mood. Here's the version that's an instruction. Verify with a different mechanism than the one that made the claim.
How to Research with AI Without Losing the Source Trail
Use AI to speed research without losing trust. Learn to find primary sources, verify claims, preserve uncertainty, and keep an auditable source trail.