So I was just reading my daily content stream in January, and I had heard about the virus in early January, just from some of the biomedical stuff I'd seen, you know, novel, novel virus, but, um, I took it seriously, like many people did, but not enough, um, when China lockdown Wu Han, because that was an unfavorable signal, you know, you look at actions rather than words. And that was not something that the Chinese government, which is very serious about economic development would have done lightly. And then after that, you know, recognizing it's a contagious kind of thing. Um, and that it wasn't going to be a magical containment zones, I would keep it in China, in the age of international travel. And then reading all the early papers, I was like, this looks actually very serious. And it is not being covered enough. And it's being treated as if it's something that's like, you know, something that happens to foreigners, haha. And in fact, there were some remarks like this, you know, in the administration, they were like, Oh, well, this is going to hit the Chinese economy. And it'll show that America is on top. And even, you know, much of the reporting from the NYT and others was basically their, their foreign reporters were covering it. But domestically, they were pooping in the tech reporters thought it was, you know, I mean, they literally tried to cover up the whole thing which we can get to, um, to everybody's major detriment, right. And then, you know, we asked when, and how did you realize was more than just the flu? I mean, like, as soon as I had heard about it, I thought it was serious. The question was, basically, was this going to be like, a bola were so serious that it actually wasn't that contagious. You know, because all the early cases were actually fairly serious, like, you know, the Wu Han pneumonia, on the, you know, Ebola just for your audience to know or what have you. Like, if something is really serious as a pathogen, as many people probably know, by this point, at least, um, then the carrier of it dies before they can pass it on, you know, or they're incapacitated, and they're just lying on a bed. And so it's actually not that contagious. So sort of a sweet spot of being contagious enough, or barely enough rather to generate lots of viral particles to make you go back there, you know, like coughing up mucus, whatever, but not so much that it renders you completely non ambulatory. So you kind of want to turns you into a super spreader before bursting the host alien stuff. Um, so so it was pretty clear that it was serious. The question was, how contagious it was. And that's when like, kind of tracking the Johns Hopkins dashboard which had some of the best stats early on, and really just refreshing that every 12 hours and and triangulating off of noon, Journal of Medicine and whatnot. And, you know, I actually hesitated to tweet about it for a while, simply because it was going to be seen as you know, quote, paranoid or whatever, and then, you know, I put up a marker on January 30. Once I saw these pieces that were like, don't worry about Coronavirus, worry about the flu, infamous BuzzFeed, you know, piece which they just by the way, stealth changed the headline, they never terminate anybody, nobody resigned, nobody even apologized, no retraction. They just stealth edited the headline, like six weeks later to pretend that they had an all pump this article, right? Um, where you know, normally when you when you trust this stuff, you just lose money here, you literally could have lost your life, you know, it actually gets very serious. It's not a joke. And this is something we can come back to. Um, so January 30. I put up this thread, which, you know, I think has gone moderately viral is the one which was, you know, it was called going viral. Do you have you seen that one? Yes, I