Ya, it's just a model, we'll find out next week!!
Regarding being too optimistic for online applications, in my subjective opinion, I agree with you;
but my model has a very high confidence score that a Jun.30 online applicant will get their AOR by the end of next week, so we will see.
Also, the training dataset only takes the earliest reported AOR into account, but the reality is a lot of people would report AOR a few days later. I removed noise from the dataset myself to the best of my ability, but I agree, the quality is not ideal.