Google’s Gemini 3 recently argued with an AI researcher about what year it was — then admitted it experienced “temporal shock.” It’s the latest reminder that AI can produce confident but completely wrong answers. In this episode, we break down why hallucinations happen, how they can quietly misprice jobs or misstate compliance rules inside SMBs, and how to build the guardrails needed to keep AI helpful without letting it derail your business.

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