AI that exposes where confidence breaks down

https://atavi.com/share/xqch6oz1utgup

Confidence validation in multi-LLM orchestration: why it matters today As of April 2024, roughly 65% of enterprise AI deployments report unexpected confidence failures in decision-making workflows, not because the models are inherently