Introduction: The Question Admissions Officers Are Quietly Asking If a high school student completes ten AI tutorials and five Coursera notebooks, does this demonstrate intellectual curiosity or simply persistence? This is the question admissions officers will increasingly ask when reviewing applications in 2026. Many capable students include "AI projects" on their resumes but struggle to explain why  they built them, what decisions they made , or what went wrong along the w