The Confidence Trap happens when models state errors with absolute certainty,...

https://star-wiki.win/index.php/Perplexity_catch_ratio_2.54:_Is_it_really_the_best_catcher%3F

The Confidence Trap happens when models state errors with absolute certainty, misleading operators. Our April 2026 data shows why multi-model review is critical. Comparing OpenAI and Anthropic across 1,324 turns, we achieved 99