The Confidence Trap happens when we trust a model just because it sounds sure....
https://pastelink.net/l0ei8d39
The Confidence Trap happens when we trust a model just because it sounds sure. In our April 2026 audit of 1,324 turns, we saw that relying on a single provider like OpenAI or Anthropic creates hidden blind spots. While signal detection hit 99.1%, those 0