🧠 AI Trust & The Hallucination Gap: Why Smart Systems Still Get Things Wrong

Let’s cut through the hype. AI today can: Write production-ready code Summarize complex research papers Act like a domain expert in seconds And yet… It can also: Invent facts Misquote sources Generate completely false but convincing answers This contradiction isn’t random. It’s structural. Welcome to the Hallucination Gap — one of the most critical challenges in modern AI. 🤖 What Exactly is the Hallucination Gap? The Hallucination Gap is the mismatch between: Perceived reliability (how correct