1. When AI Sounds Confident… But Is Completely Wrong  One of the most surprising aspects of modern AI systems is not what they can do — but how confidently they can be wrong.  You ask a question. The AI responds instantly. The answer sounds clear, structured, and convincing.  But it’s incorrect.  This phenomenon, commonly known as AI hallucination,…