So deepfakes, as you know, have been around well before generative AI was really injected into the mainstream. And we've had to deal with the threat posed by deepfakes for years. And so I think that's also the good news story here. It goes back to what we're seeing this cycle while more complex is not new. And we're just building upon years of defense and readiness to ensure the security and integrity of this election. I would want to point back to what we saw in January, where we had, I think, a really effective and compelling example of how even when this more sophisticated technology is used, we can still push back can overcome. And so if you remember in January, the day before the New Hampshire primary, a robocall came out purporting to be President Biden with the apparent intention of trying to influence Democratic voters to not turn out for the next day's presidential primary and to save their vote for November. Well, once those calls started happening and the New Hampshire Attorney General was alerted, John Formella, he went into immediate action where he released a public statement saying, we are aware of these calls. They're suspicious. They're under investigation. And for the voters of New Hampshire to not give any credence to the messages that are being conveyed, that for authoritative and accurate information about voting, to turn to their state's chief election official, Dave Scanlon, the secretary of state and his office for the accurate information and for them to go out and vote that next day, you know, per their will and their choosing, but to disregard the information in the robocall. So after the New Hampshire attorney general comes out with that press release, the New Hampshire secretary of state, Dave Scanlon and his team is chief of staff, Dave Lang. They go into overdrive, right? In terms of retweeting that statement, getting out on every immediate outlet they can to ensure that the New Hampshire voters understood that this robocall was inaccurate. It's not true. It's under investigation. And here is the actual information New Hampshire voters needed to hear and to know. And, you know, I think the New Hampshire Secretary of State has said that turnout that actually happened on the presidential primary was even higher than what he had projected despite that robocall and attempts at suppression. And so since then, you've also seen legal action taken against those who are responsible. You've also seen the FCC take action to hold the individual responsible accountable for their violations using the regulatory power there. And so I think that, yes, defakes are problematic, but we also have