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title: "Please Stop the AI Confidence Theater — Stuff That Spins"
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date: "2026-07-03T12:51:17+00:00"
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# Please Stop the AI Confidence Theater

**Source:** Unknown  
**Published:** July 3, 2026  
**Original:** https://www.elenaverna.com/p/please-stop-the-ai-confidence-theater  

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*HTML version: https://stuffthatspins.com/spin/please-stop-the-ai-confidence-theater*
