Common Sense vs. Morality: The Curious Case of Narrative Focus Bias in LLMs

ArXi:2603.09434v1 Announce Type: cross Large Language Models (LLMs) are increasingly deployed across diverse real-world applications and user communities. As such, it is crucial that these models remain both morally grounded and knowledge-aware. In this work, we uncover a critical limitation of current LLMs -- their tendency to prioritize moral reasoning over commonsense understanding. To investigate this phenomenon, we