One click is aiming too low. We could get to zero click letters of recommendation. Student's AI (SAI) predicts student will want to apply for college. Based

One click is aiming too low. We could get to zero click letters of recommendation. Student's AI (SAI) predicts student will want to apply for college. Based off student's preferences, interests, conversations, queries, browser history, SAI predicts you would be a good source to ask for a reference and fires off a request. Your AI (YAI) fields the request and consults your gradebook, notes, security camera footage of your student in and around class, and your own idiosyncrasies and comes up with a general idea of how strong your letter of recommendation would be. YAI and SAI then negotiate whether the student would want to ask for your letter of recommendation given how strong it would likely be. Once an agreement is reached, YAI composes the letter, leaves a message for you that it is about to your recommend a student allowing you a short window to edit or countermand.