AI Ep 32: The Myth of the All-Knowing Model

Revenue Rewired · Jan 6, 2026 · 1m

Let’s reset the narrative for a second. Large language models don’t actually know things. They aren’t pulling from a live database. They don’t check facts in real time. What they do exceptionally well is predict language.

So when you hear someone say, “ChatGPT sounded confident, so it must be right,” that should raise a red flag.

These tools generate answers based on patterns, not certainty. There’s no internal meter saying, “I’m pretty sure this is accurate.” They’re optimized to sound authoritative whether the information is solid or completely off base.

That’s where hallucinations come in…