Is it truly "too early" for sophomores to take AI seriously, or is this belief subtly costing competent students time they can never get back? I observe the same pattern in every admissions cycle. Silicon Valley sophomores excel academically, are interested in technology, and live in an innovative environment. However, many put off doing significant AI work until their junior year because they believe universities won't value their earlier efforts. Students who already have d