The Confidence Trap: blindly trusting one LLM. Our April 2026 audit of 1,324...

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: blindly trusting one LLM. Our April 2026 audit of 1,324 turns across Anthropic and OpenAI confirms why review matters. We reached 99.1% signal detection but caught 0.9% silent turns