The "Confidence Trap" happens when we blindly trust a single LLM output. My April 2026 audit of 1,324 turns confirms this risk: relying on one model is a major blind spot. By implementing multi-model review between OpenAI and Anthropic, we achieved 99
The Confidence Trap happens when we trust a model just because it sounds sure. In our April 2026 audit of 1,324 turns, we saw that relying on a single provider like OpenAI or Anthropic creates hidden blind spots. While signal detection hit 99.1%, those 0
The "Confidence Trap" occurs when we treat a single LLM output as ground truth. Relying solely on OpenAI or Anthropic creates dangerous blind spots. Our April 2026 audit showed that while single-model workflows hit 99.1% signal detection, they missed 0
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