Same Question, Different Answers: Evaluating LLM Reliability Beyond Accuracy

Kazem Faghih, Yize Cheng, Shoumik Saha +3

Large language models (LLMs) often achieve strong accuracy on benchmarks, yet it remains unclear how reliably they apply this knowledge when the same question is phrased in differe…