The "Confidence Trap" is real: LLMs sound certain even when wrong. Our April...
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The "Confidence Trap" is real: LLMs sound certain even when wrong. Our April 2026 audit of 1,324 turns shows why. By cross-referencing Anthropic’s Claude against OpenAI’s GPT-4o, we hit 99.1% signal detection and flagged 0