All right, thanks for that question. This is Alex. Again, you know, I think Jackson mentioned CES earlier. I was there and met with many colleagues from across the globe, I think there is really a consensus that this generation of generative AI is bringing a truly transformative moment to education, that we're able to provide high quality learning experience, individualize pathways and affordable costs at the same time. But I think there's also an increasing realization that this is a long journey, it's not going to happen in just a few months, few quarters, or just a year. So I think we're really in this for the long haul. And we're looking at where AI comes in, I think across broadly speaking, you know, three dimensions, I think there's obviously huge opportunities to increase the efficiencies of all of our work, we do have a lot of knowledge workers in the company, I think there's a huge opportunity and that, you know, one of the most prevalent opportunities, that we're working on. I think AI provides a very different type of interaction along the learning journey. As I mentioned earlier, in our smart devices, I think we already seen the early forms of this type of interaction where the device is able to be much more helpful along the learning journey, it's much more in tune in terms of where the students are and withstand the path for them challenges faced by individual students along their journey. I think, thirdly, obviously, there's also explorations for AI native, use cases and education. So I think, the efforts will be along all these three dimensions. Then again, I think if you look at in the past few quarters, I think we were able to really bring the synergy between foundation model, our education knows how, some domain knowledge in know how, and put it into a device. So, this really services are valuable reference point. AI in this context, honestly, it is not only, it not only operates independently, but also contributes to the development of lots of existing businesses. So, we're really actively engaging the product design, operational improvements. And we're taking in a lot of user feedback from both internal employees, and as well as our customers from across the market, and we'll be continuously on that journey, pushing it forward. I hope that answers your question.