LLM fact-checking

Five frontier LLMs gave split fact-check verdicts on 63% of 997 real user claims

Five frontier LLMs with web search disagreed on 63% of 997 claims users sent to Lenz.io for checking. They also rated themselves 9 or 10 out of 10 on 76% of answers, so one model's confidence says little about whether the others would agree.