The "Confidence Trap" occurs when an LLM sounds authoritative but misses the...

https://wiki-velo.win/index.php/The_Architecture_of_Failure:_Defining_Severity_Scores_for_LLM_Workflows

The "Confidence Trap" occurs when an LLM sounds authoritative but misses the mark. Relying on one model creates blind spots. Multi-model review mitigates this. In our April 2026 audit of 1,324 turns comparing OpenAI and Anthropic, we achieved a 99