reaching out, I believe AAPC has the program where you can reach out to an expert with questions. Yes. If you do have a question, an exam question, things like that, if you have an instructor, if you're going through an actual school, reaching out to them for help or maybe additional study information would be great also, most of my material was not actually through AAPC. I didn't go through the coursework. Through AAPC, I went through the community college, but it really, I really feel like it set me up perfectly for the exam. Focusing on updates is important and make sure you have the correct books. Okay, that question comes up a lot, right? We see people, especially now, there are students who are looking for to, right now it's October of 2023, students are looking for to potentially taking exams in 2024 asking can I use my 2023 code books in all my 2024 exam and you say you should not. Right. Okay. Yes. And additionally are they going, you know, maybe this is off topic a little bit, but it might be beneficial too to let people know who are listening if the ebook will be part of the electronic exams next year. I know that that was, there was talk about that. Yeah, I don't think that will be, not at least right out of the gate. I know that is something we're working on, but because, I mean, really, the field is becoming more digitized. And I'm sure, I don't know, do you use your books much, Taylor, or are you in an encoder tool? Very rarely. I use my computer. I do use the book when I'm trying to create a presentation or things like that