The Confidence Trap is trusting an LLM’s tone over its actual performance. Our...

https://shed-wiki.win/index.php/What_counts_as_%27high-stakes%27_in_the_Suprmind_report_(n_%3D_382)%3F

The Confidence Trap is trusting an LLM’s tone over its actual performance. Our April 2026 audit of 1,324 turns confirms why multi-model review is essential. By pitting OpenAI against Anthropic, we reached 99