The "Confidence Trap" is real: LLMs sound certain even when wrong. Our April...
https://papa-wiki.win/index.php/Marketing_disagreements_are_15.7%25_critical_-_does_that_mean_it%E2%80%99s_safer%3F
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