Introduction Why do the majority of high school "AI programs" still resemble glorified coding camps if AI is revolutionizing national security, finance, and medicine? Enrolling in any AI research summer program is often seen by parents and students as a way to impress elite universities. The truth is more severe: admissions officers are able to distinguish between genuine research experience and superficial exposure right away. Why, therefore, do exceptional students—those w