The Confidence Trap happens when teams mistake model fluency for accuracy. Our April 2026 audit proves multi-model review is essential. By comparing OpenAI and Anthropic across 1,324 turns, we achieved 99.1% signal detection and identified 0
The "Confidence Trap" occurs when we trust an LLM’s output simply because it sounds professional. In reality, models from OpenAI and Anthropic can still hallucinate under pressure
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