Let's talk a little bit about all the things we do actually doing with AI, because we have a very aggressive AI roadmap. Number one is that we're happy to announce today that we are now transcribing all videos on TwentyThree automatically. A game changer for searching your videos, for editing your videos, for generating content from your videos, and from creating more, traffic and indexability on your website because you now have a full transcript. It's even now at the core where we've literally redesigned the core video object in TwentyThree and can't wait to show it to you because it's very, very powerful. Everything runs in the TwentyThree cloud. No data leakage, even on behavioural data or usage data to big tech giants. Secondly, we are now making translations accessible everywhere in the product, in webinars, in personal video. We're supporting more than 70 languages. So you can make me speak Welsh very quickly, or you can click a few buttons and translate to 12 languages. Due to the power and the development of these tools, we're making it available for €249, unlimited for each workspace, so you can take your ten videos and translate them into 500 to 50 languages. And that's 500 translations in one go there, just on your daily interaction, right? So you can really make your content accessible very quickly. The third thing we're doing on AI is something that actually came out of early prototype, where we were faking eyes and cameras, which was, you know, why you play around and you create demos and you... in our labs, we play around and look at things. So what came of that was to use the same technology that you're using to detect eye detection and eye focus, right. But to actually solve the real issue that you need to look into the camera now and then, instead of creating fake eyes out of it, right? So with CoProducer, we have this little copilot that's helping you do better webinars. It tells you when you haven't been looking at the at the screen for some time. It can detect your quality, whether you have too much brightness or contrast, etc.. We're also working on scene detection and scenography and object detection, so we can help you move a little bit around right back to the virtual background. Perhaps you should spend those 30s creating a nice framing and instead of clicking on the virtual background to tell whatever story you're doing, right. An incredible, very simple thing. You can use it when you're rehearsing. You can also use it when you're live in the webinar. You can pick how you want it. And this is really a great example of using, solving a real problem with these technologies and helping you do what is the human side of it, right? Lastly, as I said, it's all about labelling and it's about how we create trust. Every product we consume in our lives apart from French wine, has a product label on it. So this is not a remote or new idea. In a recent survey two months ago, Adobe polled people in Europe. And even already, today, 77% of people say they want to know if what they're watching is AI generated, right. So this is not some theoretical vision about something we, five years from now might see as as the behaviour on the user side. This is real today. So we are doing two things on labelling in TwentyThree. Number one, we're doing giving you the ability to make a stand by doing Real Video Labelling. It's very simple: you trigger it on, you turn it on and the videos you want to mark and make a statement on being real. To be in your industry, it's important to show that these videos are real. We're also working on actually being able to certify the production flow through TwentyThree. So you have that little label that says real. That's if you want to make a stand, right, and really drive the story. The second thing we're doing is that we've joined the Content Authenticity Initiative, together with some other great companies, to label all your AI generated content so that it's actually clear when it is AI based also, right. So we're doing both things, giving you the ability to be happy, positive on being real or declaring when you actually have been using and, you know, explainer videos. There's a lot of areas where we it's not about faking human beings on camera, but where generative AI and content creation is amazing, right? So, that's the new AI features in TwentyThree. I would love to show them to you if you're up for it.