This research project deeply explores how to enhance the engagement of young audiences in museums through interactive interventions. By innovatively introducing a personified dialogue between exhibits and visitors, the study enables visitors to receive more vivid and interesting information, effectively transforming them from a state of “Passive Boredom” to “Active Flow.” This transformation not only significantly increases engagement but also makes the museum experience more educational and attractive, greatly enriching the visitors’ participatory experience.