The Goldwater Scholarship is one of the oldest and most prestigious national scholarships in the natural sciences, engineering and mathematics in the United States. It is awarded to college sophomores and juniors based on their research merit and promise as a future researcher. Tran hypothesizes that some of these AI models may even replace search engines in educational settings.