What's happening inside us? I'm Nick, a product manager here at YouTube focused on responsibility. And I'm Cherian. My team works on detecting fraud and abuse across several YouTube surfaces, including comments. We've been listening to your feedback and we just wanted to come on and give a quick update on a super important topic, comments pattern. Across YouTube, we have many teams and initiatives that are focused on reducing comments, spam and removing spammers from our platform. In fact, in Q1 of this year alone, we removed over 1.8 million channels for spam activity and over 570 million comments and live chats for spam. We published this on a quarterly basis and if you're interested in following along, hit that link below. This is the tricky space, like a digital chess match of sorts. So we need to be thinking three steps ahead. There are several layers of defenses we've been adding since there isn't one silver bullet for this, unfortunately. Our teams are working around the claw to identify new tactics that spamers use, update our detection systems accordingly and cast the spam quickly. There are a few types of spam that we noticed recently and we wanted to provide an update to our insiders on. We've recently noticed an increase in impersonation comments spam and what we call phishing scams across YouTube comments attempting to gather personal information from viewers. Due to the complex nature of this diverse spam, there isn't one fix that will remove this content from the platform. Our teams are working on a number of launches to improve detection and stop these types of comments and accounts. We've already started rolling out some protections for this. As an example, a recent fix added more robust protections around channel names. All of these protections are automatic, so creators don't need to do any additional work to opt into these features and more will be coming in the future. Additionally, blocked words and hold potentially inappropriate comments for review can be powerful tools in helping you combat spam. As a reminder, we automatically place comments that are likely to be spam in your help for review queue today. Sometimes, these comments can seem totally fine. For example, they might say, I love you or I love your channel. However, we know that they've posted this comment across many different channels in some cases, thousands of channels. And as an exclusive to you insiders, I'm excited to announce today that we're going to be enhancing our blocked words feature to improve broad matching and introduce retroactive application to blocked words. We hope to get that out to y'all in the near future, along with many other exciting enhancements. Stay tuned. Please let us know in the comment section if you have any feedback for us, if you're seeing other issues on your channel and help us make YouTube safe with everyone. And from all of us working to keep YouTube spam free place, keep it real insiders. All right, let's see if we got it.