The web, once a vast and echoing space, is steadily transforming. The days of endless echo chambers, where information revolved in closed loops, are waning. This shift originates from a confluence of factors: growing user awareness of misinformation, the rise of intelligent platforms that promote balanced content, and a stronger focus on accuracy.