College students now balance personalized learning gains against systemic risks. This commentary argues that Gen Z must actively steer AI development to prevent corporate misalignment. Their lived experience with digital tools provides a unique lens for oversight. Practitioners should integrate student feedback into early-stage AI policy to ensure long-term usability and ethical alignment.