The Confidence Trap is real: LLMs sound authoritative even when they’re...

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The Confidence Trap is real: LLMs sound authoritative even when they’re hallucinating. Relying on a single output is dangerous in regulated work. In our April 2026 study of 1,324 turns, comparing OpenAI’s GPT-4o against Anthropic’s Claude 3