 We're day three of Cannes and I've got a little bit of voice left, not much, but it's been unbelievable to see clients back together in person, celebrating all the amazing work that deserves the recognition and our attention. You have no voice because you've been screaming at the couple shows that you've been doing on the beach? No, just screaming for all the awards. What are you hearing from clients about what Spotify can do for brands? All of our conversations here have been focused on sort of future looking forward and they're so excited to be engaging in audio. The most front and center right now is part of their media strategy and they're here to learn and understand what podcasting can do, what music can do, how the data and the insights from those can help drive their business. Can you share some brands that work with Spotify that are providing some real engaging experiences? We did one that was super cool with Bear Paints. Actually, they were able to showcase how music with color and bringing color out within their music and having listeners understand their tastes in a visual way along with their music. It was with their spokesperson Katy Perry and it was just fantastic. What are some economic challenges you're hearing from the marketplace on how people spend on Spotify and other platforms? Listen, I think everybody's bracing for the headwinds and the challenges that we see. It's mostly regional in terms of sort of things that are happening within APAC, AMIA and of course the Americas. For us, Spotify, we feel very well positioned with our media business and with our platform to weather it. Excellent. And final question for you so I can give your voice a rest. Talk about how you're making Spotify a brand safe environment. We announced a partnership with Integral Ad Science and UM Worldwide to really lead the industry in understanding the nuances of brand safety within the context of audio. So there's nobody out there doing it and so we wanted to take a leadership position with IES and with UM to have the voice of the client at the table with us as we're developing standards, as we're developing tools and technology to bring more transparency and more confidence to buying in audio.