Social media has undergone a remarkable transformation, evolving from the static web pages of Web1 to the dynamic, interactive platforms of Web2. In its initial stages, social media served as a novel way for people to connect and share information. However, the current iteration of social media, dominated by centralized platforms, faces significant challenges.