The Confidence Trap occurs when we trust one model's output simply because it sounds right. Using OpenAI and Anthropic together creates a vital safety net. In our April 2026 audit of 1,324 turns, we saw 99.1% signal detection and only 0.9% silent turns
The "Confidence Trap" happens when we treat one LLM as an oracle. In our April 2026 audit of 1,324 turns, cross-checking Anthropic and OpenAI revealed why single-model reliance fails. We achieved 99
The Confidence Trap occurs when we trust a single LLM because it sounds authoritative, even when it’s wrong. In our April 2026 audit of 1,324 turns, relying on one model masked critical errors. By cross-validating OpenAI and Anthropic, we achieved 99
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