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

https://wiki-aero.win/index.php/Defining_the_Severity_Scale:_Engineering_Trust_in_LLM_Decision-Support

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