In today's digital age, content travels at lightning speed. While this allows for rapid sharing of truth, it also provides a fertile ground for the spread of false narratives. Fake news has become a pernicious weapon, manipulating public opinion and damaging trust in sources. Its sly nature makes it all the more complex to address, presenting a sig