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The "Confidence Trap" occurs when teams rely on a single model’s output, mistaking high probability for accuracy. In our April 2026 review of 1,324 turns across OpenAI and Anthropic, we saw 99.1% signal detection, but 0
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Falling into the "confidence trap"—blindly trusting one LLM—is a dangerous oversight in regulated workflows. My April 2026 audit of 1,324 turns highlights this risk. By cross-referencing OpenAI outputs against Anthropic, we achieved 99
The Confidence Trap occurs when we trust a model’s output just because it sounds persuasive. Relying on a single source creates dangerous blind spots, especially in complex workflows