Why Technical Architects Run AI Red Teams: What the Evidence and Failures Reveal

https://www.alphabookmarks.win/how-an-academic-lab-s-250k-project-nearly-collapsed-because-a-single-ai-wanted-to-be-helpful

How targeted adversarial testing uncovers 30-50% of high-risk model failures before deployment The data suggests a clear pattern: when technical architects adopt adversarial testing regimes known as AI red teams, a surprisingly large share