The web, once a vast and echoing space, is rapidly transforming. The days of unbounded echo chambers, where information traveled in closed loops, are fading. This shift stems from a confluence of factors: expanding user awareness of misinformation, the rise of data-driven platforms that promote diversity content, and a stronger focus on trustworthi