I literally change my phone number 10 times a year and I don't ever save my contacts.
You don't have to be a 'person of influence' to be influential. In fact, the most influential people in my life are probably not even aware of the things they've taught me.
They don't like thinking in medical school. They memorize - that's all they want you to do. You must not think.