Thank you. Yes, look, we -- my old boss, Terry someone used to say, don't tell anybody what you're going to do until after you've done it, right? And so we are constantly investing with the North Star, which is how do we create more value for the students. How do we ease their burden, how do we solve their biggest problems, how do we create leverage for them and therefore, create leverage for us. And so the things that you articulated, all of them reduce friction in the system. And so for us, we always -- so for example, we're investing in Q&A is now structured Q&A., where every question, no matter what format it comes in, gets structured so that it's easier to discover. By the way, that reduces our CapEx because we end up doing fewer duplicate questions because it's all in a structured format. So we do a lot of things on the infrastructure standpoint to reduce friction in the process and make us more profitable. But in terms of the things that we're investing in Skills, we are absolutely investing and we're investing in building relationships directly with companies, as well as through Guild. For example, we also just extended the relationship that we said with Busuu inside of Guild and we think that's an opportunity for extended growth. We haven't really talked on this call about Busuu 3.0, which is the freemium model in the United States because you don't have very many customers in the United States, but you know what we have, we which the largest for each to college students of who believe and trust our brand and we know that 1 out of every two wants or needs to learn a language. So we think we have opportunities to invest in language. We talked about the investment in Skills. So we don't do more than we can handle, but we do the things. We have a roadmap, a multiyear roadmap with opportunities that we think will expand our TAM and continue to increase our ARPU and then continue to increase the relevance and the value of what we offer to a larger group of people, both domestically and internationally. I mean you didn't mention what we've already done in Turkey and what we've done in Mexico. We have an extraordinarily talented product engineering design team. And they have a multiyear roadmap, and we're sticking to it because at least at the moment, it seems to be working. But thank you for recognizing that.