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In high-stakes workflows, the Confidence Trap is dangerous: we tend to trust a model because it sounds authoritative, even when it’s wrong. By pairing OpenAI with Anthropic for cross-verification, we catch what one model misses
The Confidence Trap happens when we assume a single LLM is always right because it sounds authoritative. We’ve seen this lead to blind spots in critical decision workflows
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