Red Team Mode Reveals Why Confident AI Answers Aren't Proof of Correctness
https://wiki-neon.win/index.php/Client_Deliverables_That_Survive_AI_Red_Teams:_A_Story_of_Cross-Validation_and_Hard_Lessons
Everyone treats a confident AI reply as if it were the final answer. Let's be real: that habit hides real risk