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The "Confidence Trap" occurs when an LLM sounds authoritative while hallucinating, a dangerous scenario for high-stakes workflows. You cannot trust a single model blindly
The Confidence Trap happens when we mistake an LLM’s authoritative tone for accuracy. Relying on a single model is risky because they often frame uncertainty as fact
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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