When One Polished Answer Isn't Enough: Evaluating AI with Real Verification Workflows
https://rowansbestthoughtss.huicopper.com/comparison-document-format-for-options-analysis-in-multi-llm-orchestration-platforms
People routinely assume a single polished AI reply is reliable. That confidence is dangerous when the output matters. Recent reports that GPT-5 reduced hallucination from 47% to 9.6% when given web access sounds promising