# Hallucinations: Why You Might Be Using The Wrong Kind Of AI

> Source: <https://www.machinebrief.com/news/hallucinations-why-you-might-be-using-the-wrong-kind-of-ai-6yrs>
> Published: 2026-07-31 14:30:00+00:00

# Hallucinations: Why You Might Be Using The Wrong Kind Of AI

By Kunal Chopra, Forbes Councils MemberSource:

[Forbes Innovation](https://www.forbes.com/innovation/)The leaders who get AI right will be the ones who can tell one architecture from another—and deploy each where it earns its place.

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