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The Confidence Trap happens when a model sounds authoritative even when it’s...

https://hectorssuperjournals.wordpress.com/2026/04/26/how-suprmind-measures-ai-disagreement-and-corrections-a-guide-for-high-stakes-operators/

The Confidence Trap happens when a model sounds authoritative even when it’s wrong. Analyzing 1,324 turns between OpenAI and Anthropic in our April 2026 audit, we found that multi-model review is essential. We hit 99.1% signal detection and flagged 0