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Applied AI·June 23, 2026·1 min read

Frustrated Microsoft Researcher Uses Goats in ‘Age of Empires II’ to Demo the Absurdity of LLMs

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The GoatGPT experiment is a sharp reminder that users project meaning onto LLM outputs even when the “persona” is obviously absurd. If you deploy chat interfaces, you need explicit affordances and guardrails around authority and reliability—otherwise your UX is doing unintentional social engineering.