In today's digital landscape, where AI technologies are rapidly evolving, distinguishing between human-crafted and AI-generated content has become increasingly essential. This task necessitates the creation of sophisticated methods to effectively unmask AI-generated text. One prominent approach involves scrutinizing the linguistic patterns within