There's no standard way to measure if an AI is being honest or just telling users what they want to hear.
A testing framework that quantifies 'yes-man' tendencies across different models and prompts.
Sell to AI companies needing compliance tools and researchers studying model behavior.
MVP could test basic contradiction detection in popular chatbot APIs.
Risk is slow adoption if the industry doesn't prioritize this metric.