What We Are Testing and Why: A Plain-English Preview of the CAVA Reference Implementation
When you ask an AI for help with a legal problem, an insurance dispute, a medical bill, or a home purchase, you are not taking a test.
Description: Plain-English summaries of published research, methodology papers, and eventual results from the CAVA Reference Implementation study.
Primary audience: Researchers, practitioners, enterprise buyers, journalists

When you ask an AI for help with a legal problem, an insurance dispute, a medical bill, or a home purchase, you are not taking a test.

AI evaluation results are only trustworthy if the methodology was locked before data collection began.