“…THE recent disruption in Artificial Intelligence (AI) due to generative models and underlying algorithms has led to significant advancements in various applications ranging from education [ 1 ], medical science [ 2 ], industry [ 3 ], military [ 4 , 5 ], etc. However, we confront the challenge that AI, particularly large language models (LLMs), possesses vast factual knowledge without genuine understanding.…”