Stony Brook University (Honors College) or New York University (CAS) for premed

Not necessarily, but it is a very important “thing” when applying for medical school. Read the school websites for specific information, but here’s an overview:
https://students-residents.aamc.org/applying-medical-school/article/advisor-corner-preparing-committee-letter-process/