7 Ways the Coin-Flip Moment Changed How I Measure Language Model Reliability

https://reliabless.com/ai-that-works-like-having-five-experts-review-your-decision-simultaneously/

Why the "only 4 out of 40 beat a coin flip" finding matters more than raw hallucination percentages That headline — four models out of forty beating chance on hard facts — was a gut punch