The moment Conny stepped onto the stage—a floating platform of glass and light in the heart of the city—her body became a conduit. The crowd watched as she lifted her hand, and the “172 Top” burst into a cascade of luminous symbols, each one a fragment of a collective dream:

Our data confirms an : younger teens (13‑14) receive disproportionate algorithmic amplification, which translates into higher income potential but also heightened exposure to exploitation and cyber‑harassment. This aligns with Noble’s (2018) concept of algorithmic “youth premium” wherein platforms prioritize content that maximizes engagement metrics, often irrespective of the creator’s developmental stage.