The CORE framework introduces a novel approach to detecting multimodal misinformation by focusing on intrinsic conflicts within the content, enhancing the capabilities of multimodal large language models. This method shows promising results in adapting to new manipulation types with minimal data, potentially improving the reliability of information in the age of generative AI.