The Confidence Trap occurs when you mistake an LLM’s tone for accuracy. Relying...

https://research-wiki.win/index.php/Perplexity_and_Claude_made_639_of_1,052_corrections:_Why_is_error-catching_so_concentrated%3F

The Confidence Trap occurs when you mistake an LLM’s tone for accuracy. Relying on a single model creates blind spots. In our April 2026 audit of 1,324 turns, cross-referencing OpenAI against Anthropic proved essential. We achieved 99