You Think Your Agent Is "Thinking." It's Actually Just Predicting Tokens.

Here's a scenario that happens more often than you'd think.

You ask an Agent to write a competitive analysis report. It confidently outputs three professional-looking pages — complete with data, conclusions, and strategic recommendations.

There's just one problem: every number comes from its training data, which may be a year old. It didn't search. It didn't verify. It just generated text that sounds authoritative.

That's not thinking. That's fluent hallucination.