WEBVTT

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Welcome back to the Deep Dive. We are recording

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this on February 2nd, 2026. And if you have looked

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at a calendar recently, or if you just, you know,

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feel that general sense of time passing weighing

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on you, you might have realized we are right

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on the edge of a pretty massive cultural milestone.

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A huge one. In less than two weeks, the platform

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that basically ate the modern internet turns

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21. 21 years of YouTube. It is officially old

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enough to walk into a bar in the United States

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and order a drink. Which is a terrifying thought,

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considering I still remember when it was just

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like grainy videos of people falling off skateboards

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and cats playing keyboards. Exactly. But we aren't

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just here to sing happy birthday. We've got a

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massive stack of research here. We do. We've

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got financial reports, old interviews with the

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founders, some really, really heavy policy documents

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from late 2025. Right. And the mission today

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is to figure out how a site that started as a

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failed dating service. A spectacularly failed

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dating service. How that failure evolved. into

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the second most visited website on the entire

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planet. We're going to look at the algorithm,

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the apocalypse, the geopolitics. But before we

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get into the weird history, and it is weird,

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I want to ground us in the present. Okay. Because

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I think people hear the word YouTube and they

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just think videos. They don't really grasp the

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sheer scale of the infrastructure we're dealing

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with in 2026. It's almost impossible to visualize.

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The word giant just doesn't cover it. We're looking

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at 2 .7 billion monthly active users. Okay. Let's

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just pause on that number. 2 .7 billion. That

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is roughly one out of every three people on the

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planet. And that includes areas with poor or

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no connectivity. So if you look at the connected

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world, the saturation is it's nearly total. Right.

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But the metric that really matters isn't just

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who's logging in. It's the time they spend there.

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We're seeing over one billion hours of video

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consumed every single day. One billion hours

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daily. So what is that? Roughly 114 ,000 years

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of human attention is just poured into this thing

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every 24 hours. It's an attention black hole.

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It really is. And the library that's feeding

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that hunger is expanding at a rate that just

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it defies logic. What's the count now? Well,

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as of mid 2024, the total video count was somewhere

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around 14 .8 billion. But the upload rate is

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the killer stat. To one. More than 500 hours

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of content are uploaded every minute. So in the

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time it took you to say that one sentence, about

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three weeks worth of video was just added. Exactly.

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And that creates an engineering challenge, a

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moderation challenge, and, you know, a cultural

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challenge that no other company has ever really

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had to solve at that scale. And it is a financial

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monster, too. We're going to dissect the business

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model later, but just top line, we're talking

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about a platform generating over $50 billion

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in combined revenue. It's a geopolitical battleground.

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It's an economy. It's a library. And as we saw

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in 2025 with the age assurance rollouts and misinformation

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policy shifts, it's also becoming a highly regulated

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utility. It is not the Wild West anymore. Definitely

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not. We're going to get into the whole scan your

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face to watch a video controversy, which is very

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real and happening now. But let's rewind to the

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beginning. Every empire has an origin story.

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And usually that origin story is a little bit

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messy. With YouTube, it involves a wardrobe malfunction,

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a tsunami, and a dinner party that might be a

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complete lie. The mythology of Silicon Valley

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loves a good garage moment, right? And YouTube

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has two very distinct versions of its founding

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myth. Two competing myths. Competing myths. And

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to understand them, you have to look at the three

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guys who built it. Chad Hurley, Steve Chen, and

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Jad Karim. The PayPal mafia. Right. And that

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label is important. They were all early employees

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at PayPal. They watched a small, scrappy startup

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get acquired by eBay for, what, $1 .5 billion?

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Yeah. So they walked away with capital, but more

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importantly, they walked away with a specific

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mindset. They understood that if you want to

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build something huge, you have to remove friction.

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Okay. PayPal removed the friction of sending

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money. Their idea was to remove the friction

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of sharing video. Because in 2005, sharing a

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video was a nightmare. A total nightmare. You

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had to compress it, email it, if the file wasn't

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too big, or maybe host it on a private FTP server.

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It just wasn't something a normal person could

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do. It was technical hell. So, this brings us

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to the first origin story, the dinner party.

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The official story. For a while. The official

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PR story. The version that Steve Chen and Chad

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Hurley told to the press for years is that in

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early 2005, they were at a dinner party at Chen's

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apartment in San Francisco. They were shooting

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clips of their friends, having a great time,

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and the next day they wanted to share the files.

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But they couldn't. The files were too heavy for

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email. It's a classic problem -solution narrative.

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We had a problem, so we built the solution. It's

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very, very marketable. Incredibly marketable.

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It makes them seem like these relatable guys

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just trying to help their friends out. But there's

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a snag. Jod Kareem. Jod Kareem, the third founder,

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says the party never happened. He was invited.

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He says nobody was invited because the party

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didn't exist. He claims the dinner party was

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a fabrication by the PR team to make the company

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seem more approachable and less, you know, corporate.

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So what's Kareem's version? Because usually the

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unsexy version ends up being the truth. Kareem's

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version is fascinating because it's not about

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social sharing. It's about information access.

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Okay. He points to two specific events in 2004

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that frustrated him. The first was the Indian

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Ocean tsunami. A massive global event. Massive.

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People were talking about it everywhere, but

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he couldn't find any actual footage of it online.

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He wanted to see the scale of the disaster, and

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the internet just couldn't provide it. Which

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is so hard to imagine now. Today, if an event

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like that happens, there are 50 different angles

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of it on YouTube within minutes. Precisely. The

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second event was the Super Bowl 38 halftime show,

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Janet Jackson and Justin Timberlake. Ah, the

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wardrobe malfunction. The moment that launched

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a million Google searches, Kareem couldn't find

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the clip anywhere. And he realized there was

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this massive gap. People wanted to see specific

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moments, news. culture, celebrity mishaps, and

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there was no centralized repository for it. If

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you didn't TiVo it, you missed it forever. You

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miss it. So you have this conflict in the DNA

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of the company right from the very start. Yeah.

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Is it a place to share personal moments with

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friends like the dinner party story suggests?

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Or is it a utility to archive the world's events

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like the tsunami story suggests? And the answer

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eventually was both. It was both, but not at

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first because their first attempt at solving

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this problem was... Well, it was seriously misguided.

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They didn't launch as a video library. They launched

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with the slogan, tune in, hook up. A dating site.

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I just love this detail so much. They looked

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at this revolutionary video streaming technology

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and thought, let's make a video version of Hot

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or Not. It seems completely absurd now, but you

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have to remember the context of 2005. Dating

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sites were one of the few business models on

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the web that were actually making money. That's

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true. So they built the architecture, they had

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the domain, and they needed content. But this

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is where they hit the classic cold start problem.

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You have a platform, but nobody's using it because

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there's nothing to watch. And there's nothing

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to watch because nobody's using it. The chicken

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and the egg. They were desperate. They actually

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ran ads on Craigslist? No way. Yes. They offered

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women $100 to upload videos of themselves introducing

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themselves to potential dates. That is a direct

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bribe. Please use our website. So did anyone

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take the money? Not a single person. Zero. It

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was a total failure. Wow. And this is such a

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crucial lesson in product market fit. They built

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the technology but they completely misunderstood

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the user motivation. People didn't want to upload

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videos to get judged on their appearance for

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a date. The barrier was too high and the reward

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was way too low. So the dating angle just dies

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on the vine. They have this code. They have the

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ability to upload and stream Flash video, which

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was the secret sauce, right? The fact that it

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played in the browser without needing a plug

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-in download. Yeah, it was the technical breakthrough.

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Before YouTube, you usually had to download a

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massive QuickTime or RealPlayer file and have

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the right codec. A total pain. A total pain.

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YouTube used Flash, which was already installed

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on like 98 % of browsers. It was one -click watching.

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It just worked. So they have the tech, but no

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content and no users. What triggers the pivot?

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They just gave up on the rules. They opened the

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back end. They said, forget the dating. Forget

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the gender requirements. Just upload whatever

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you have. They moved from a managed approach

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to a completely permissionless. Exactly. Broadcast

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yourself. That became the new mission. And the

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very first video to test this new open philosophy

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wasn't a viral hit. It wasn't a celebrity. It

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was Jawed Kareem at the zoo. April 23, 2005.

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The video is titled Me at the Zoo. It is 18 seconds

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long. It is grainy. The audio is terrible. So

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bad. It's just Kareem standing in front of the

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elephant enclosure at the San Diego Zoo. I rewatched

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this morning. The full transcript is literally

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him saying the cool thing about these guys is

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that they have really, really long trunks. And

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that's cool. That's it. That's it. That is the

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foundational text of the modern video internet.

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It is so profound in its banality. If they had

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launched with a polished commercial or a movie

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trailer, it would have signaled to users, this

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is a place for professionals only. Right, don't

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upload your junk here. But by launching with

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a blurry guy talking about elephants, it signaled,

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this is a place for you. It lowered the bar for

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entry to the absolute floor. And once that bar

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was on the floor, the floodgates just opened.

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The growth curve was vertical. By July 2006,

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barely a year later, they were serving 100 million

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views per day. They were growing faster than

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they could buy servers. They were burning cash

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on bandwidth like crazy. And this is where the

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predators start circling. Or rather, the suitors.

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Google had its own service, Google Video, which

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I vaguely remember being clunky. It was terrible.

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Google was trying to treat video like a text

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search problem, not a community problem. They

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realized they had completely lost the war. So

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in October 2006, just 18 months after that first

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upload, Google acquires YouTube. for $1 .65 billion

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in stock. Which at the time was considered absolute

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insanity. Mark Cuban, the billionaire investor,

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publicly said that Google was crazy. He thought

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they were just buying a lawsuit waiting to happen.

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He called it a bandwidth money pit. He did because

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of copyright. Because the site was, I mean, let's

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be honest, it was completely illegal. Users were

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uploading entire episodes of The Simpsons, music

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videos, sports highlights. None of which they

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owned. Google was buying a platform that was

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arguably the world's largest copyright infringement

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machine. That's exactly what it was. I want to

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talk about that cultural moment right before

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the sale, though. The Lazy Sunday moment. Yes.

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This is the proof of concept for the whole platform.

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It's late 2005. Saturday Night Live airs a digital

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short called Lazy Sunday. Andy Samberg and Chris

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Parnell. Rapping about eating cupcakes and watching

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the Chronicles of Narnia. The chronic wuckles

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of Narnia. It was huge. It aired on TV, but then

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somebody ripped it and put it on YouTube. And

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it just exploded. Millions of you. It was the

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first time people realized, wait, if I put a

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TV clip on the internet, it can get a second

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life. It can become its own cultural phenomenon.

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But NBC, the network, did not see it that way

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at all. No. NBC saw theft. They sent takedown

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notices and demanded the clips be removed. And

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that specific conflict, the lazy Sunday fight,

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really set the stage for the massive legal battles

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that would define the next decade of the company.

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It was the moment traditional media realized

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they were losing control of the distribution

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pipe. Totally. So Google buys them. inherits

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all the lawsuits, and now has to figure out how

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to actually make money. Because $1 .65 billion

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is a lot to pay for a site that just costs you

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money to run. The first few years, it was a total

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loss later. There were no ads. It was a free

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-for -all. The monetization engine, the thing

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that actually turned YouTube into a career for

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people, didn't arrive until 2007. The partner

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program. The partner program. This is arguably

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the most important business decision in the history

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of the modern web. That's a big claim. I think

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it holds up. Google took AdSense, their ad placement

00:12:22.279 --> 00:12:24.340
tech for websites, and figured out how to apply

00:12:24.340 --> 00:12:27.580
it to video. But the genius part was the revenue

00:12:27.580 --> 00:12:31.960
split. 5545. Exactly. The creator keeps 55 %

00:12:31.960 --> 00:12:35.190
of the ad revenue. YouTube takes 45%. Before

00:12:35.190 --> 00:12:37.570
this, if you put content online, you were paying

00:12:37.570 --> 00:12:40.049
for the hosting. Now, the host was paying you.

00:12:40.309 --> 00:12:43.529
It birthed the creator economy. Completely. Suddenly,

00:12:43.610 --> 00:12:45.330
a kid in his bedroom could make a living without

00:12:45.330 --> 00:12:48.029
a production deal, without an agent, and without

00:12:48.029 --> 00:12:50.509
asking anyone for permission. And that model,

00:12:50.590 --> 00:12:54.149
that 55 -45 split, held pretty steady for a long

00:12:54.149 --> 00:12:56.759
time. But if we fast forward to where we are

00:12:56.759 --> 00:12:59.220
now, the scale of the money is just staggering.

00:12:59.419 --> 00:13:01.799
You mentioned $50 billion earlier. Yeah, in 2023

00:13:01.799 --> 00:13:05.659
alone, ad revenue was $31 .5 billion. By the

00:13:05.659 --> 00:13:07.960
second quarter of 2024, they were pulling in

00:13:07.960 --> 00:13:11.899
$8 .66 billion just in that one quarter. Wow.

00:13:12.220 --> 00:13:14.139
But the composition of that revenue has changed.

00:13:14.179 --> 00:13:16.080
It's not just pre -roll ads anymore. They've

00:13:16.080 --> 00:13:18.500
pivoted hard to subscriptions. They had to. The

00:13:18.500 --> 00:13:20.600
ad market is volatile. And as we'll discuss,

00:13:20.740 --> 00:13:23.059
ad blockers became a kind of existential threat.

00:13:23.240 --> 00:13:25.509
So you see the rise of... YouTube Premium for

00:13:25.509 --> 00:13:27.970
ad -free YouTube music and, of course, YouTube

00:13:27.970 --> 00:13:30.789
TV. YouTube TV is basically replacing cable for

00:13:30.789 --> 00:13:33.309
millions of households in the U .S. It is. And

00:13:33.309 --> 00:13:34.950
they've become a storefront, too. I was looking

00:13:34.950 --> 00:13:37.450
at the Primetime Channels feature. You can buy

00:13:37.450 --> 00:13:40.129
a subscription to Paramount Plus or NBA League

00:13:40.129 --> 00:13:42.250
Pass without ever leaving the YouTube app. It's

00:13:42.250 --> 00:13:44.350
all about keeping you in the ecosystem. The crown

00:13:44.350 --> 00:13:47.350
jewel of that whole strategy is the NFL Sunday

00:13:47.350 --> 00:13:49.889
ticket deal. Right. They spent billions for that.

00:13:50.220 --> 00:13:52.539
Billions. And that was the signal that YouTube

00:13:52.539 --> 00:13:55.820
is no longer just user generated content. It

00:13:55.820 --> 00:13:58.679
is a primary broadcaster. It is competing with

00:13:58.679 --> 00:14:01.419
ESPN and Comcast, not just with TikTok. But being

00:14:01.419 --> 00:14:03.279
a primary broadcaster means you have to keep

00:14:03.279 --> 00:14:05.340
the advertisers happy. Yeah. And that brings

00:14:05.340 --> 00:14:09.480
us to the apocalypse. I feel like if you talk

00:14:09.480 --> 00:14:11.899
to any YouTuber who was around in 2017, they

00:14:11.899 --> 00:14:15.419
still have. like PTSD from this. It was the end

00:14:15.419 --> 00:14:17.840
of the golden age of unbridled freedom. In early

00:14:17.840 --> 00:14:20.840
2017, journalists at The Times in the UK found

00:14:20.840 --> 00:14:23.500
that ads for major brands, Coca -Cola, the UK

00:14:23.500 --> 00:14:26.080
government, Mercedes, were playing before videos

00:14:26.080 --> 00:14:28.379
promoting extremist views and hate speech. And

00:14:28.379 --> 00:14:31.159
the brands, they freaked out. They boycott it.

00:14:31.179 --> 00:14:33.299
They pulled millions and millions of dollars

00:14:33.299 --> 00:14:35.980
in spending like overnight. YouTube panicked.

00:14:36.019 --> 00:14:38.720
They realized their automated systems couldn't

00:14:38.720 --> 00:14:41.179
distinguish between a cooking video and a neo

00:14:41.179 --> 00:14:43.460
-Nazi recruitment video well enough to protect

00:14:43.460 --> 00:14:46.970
the advertisers. So they clamped down. Very hard.

00:14:47.190 --> 00:14:49.610
They instituted the new thresholds. You needed

00:14:49.610 --> 00:14:52.409
1 ,000 subscribers and 4 ,000 watch hours just

00:14:52.409 --> 00:14:54.429
to even apply for monetization. Right. That was

00:14:54.429 --> 00:14:56.909
huge. But more importantly, they introduced the

00:14:56.909 --> 00:15:00.250
concept of demonetization as a norm, the yellow

00:15:00.250 --> 00:15:03.809
dollar sign. If your video covered controversial

00:15:03.809 --> 00:15:07.549
subjects, war, crime, tragedy, political conflict,

00:15:07.769 --> 00:15:10.490
even if it was a legitimate news report, the

00:15:10.490 --> 00:15:12.769
ads were stripped. Which created this massive

00:15:12.769 --> 00:15:15.909
chilling effect. Creators started self -censoring.

00:15:15.990 --> 00:15:18.169
They stopped saying certain words like kill or

00:15:18.169 --> 00:15:20.470
suicide, using these weird code words instead.

00:15:20.730 --> 00:15:23.129
It literally changed the language of the internet.

00:15:23.309 --> 00:15:25.730
It sanitized the platform, it made it brand safe,

00:15:25.909 --> 00:15:28.830
but it killed a lot of the edgy, raw energy that

00:15:28.830 --> 00:15:31.289
made YouTube famous in the first place. So that

00:15:31.289 --> 00:15:33.190
was the war between creators and advertisers.

00:15:33.960 --> 00:15:37.360
But more recently, the war shifted fronts. Now

00:15:37.360 --> 00:15:40.320
it feels like it's YouTube versus the viewers.

00:15:40.580 --> 00:15:43.019
I'm talking about the war on ad blockers. This

00:15:43.019 --> 00:15:46.399
really ramped up in late 2023 and just exploded

00:15:46.399 --> 00:15:50.059
in 2024. For years, YouTube kind of tolerated

00:15:50.059 --> 00:15:52.659
ad blockers. It was a small percentage of users,

00:15:52.860 --> 00:15:55.460
usually the more tech savvy ones. Right. But

00:15:55.460 --> 00:15:58.080
as the platform grew and grew, that lost revenue

00:15:58.080 --> 00:16:00.759
became way too big to ignore. And they got really

00:16:00.759 --> 00:16:02.940
aggressive. I remember that pop up video player

00:16:02.940 --> 00:16:05.509
will be. blocked after three videos, it didn't

00:16:05.509 --> 00:16:07.570
feel like a suggestion. It felt like a threat.

00:16:07.690 --> 00:16:09.990
It was a threat. And when people tried to find

00:16:09.990 --> 00:16:12.570
ways to bypass it, YouTube escalated on a technical

00:16:12.570 --> 00:16:15.690
level. They started using server -side ad injection.

00:16:15.929 --> 00:16:17.429
Okay, we need to unpack that term because it

00:16:17.429 --> 00:16:19.450
sounds like technobabble, but the mechanism is

00:16:19.450 --> 00:16:21.629
actually fascinating. How is that different from

00:16:21.629 --> 00:16:24.049
a normal ad? So traditionally when you watch

00:16:24.049 --> 00:16:26.429
a video, your browser makes two separate calls.

00:16:26.789 --> 00:16:28.950
It asks the server for the video file, and then

00:16:28.950 --> 00:16:31.330
it asks an ad server for an ad file. An ad blocker

00:16:31.330 --> 00:16:33.350
just sits in the middle and says, I'll take the

00:16:33.350 --> 00:16:35.330
video, but I'm blocking the call to the ad server.

00:16:35.570 --> 00:16:37.889
So it's like sorting mail. You keep the letter

00:16:37.889 --> 00:16:40.029
you want, you throw away the junk mail. because

00:16:40.029 --> 00:16:41.889
they come in different envelopes. That's a perfect

00:16:41.889 --> 00:16:44.830
analogy. Server -side injection changes the game.

00:16:45.210 --> 00:16:48.429
YouTube stitches the ad directly into the video

00:16:48.429 --> 00:16:50.570
stream on their server before it ever gets sent

00:16:50.570 --> 00:16:53.710
to you. So to your browser and to the ad blocker,

00:16:53.730 --> 00:16:56.929
it just looks like one continuous video file.

00:16:57.129 --> 00:17:00.149
There is no separate ad envelope to throw away.

00:17:00.409 --> 00:17:03.549
That is devious and really effective. And they

00:17:03.549 --> 00:17:06.509
combine this with Google Chrome killing off Manifest

00:17:06.509 --> 00:17:09.559
V2. Another tech term. What's the analogy here,

00:17:09.619 --> 00:17:11.900
Sarah? Okay, think of Manifest V2 as the blueprint

00:17:11.900 --> 00:17:14.940
that allowed browser extensions, like ad blockers,

00:17:15.039 --> 00:17:18.200
to have really deep and powerful access to modify

00:17:18.200 --> 00:17:20.339
what you see on a web page. It gave them the

00:17:20.339 --> 00:17:22.359
power to be very aggressive. Google replaced

00:17:22.359 --> 00:17:25.000
it with Manifest V3, which significantly limits

00:17:25.000 --> 00:17:27.480
that power. The official reason was security

00:17:27.480 --> 00:17:30.119
and performance, but, you know, it conveniently

00:17:30.119 --> 00:17:32.559
breaks the most effective ad blocking methods.

00:17:32.819 --> 00:17:34.900
They basically changed the locks on the house

00:17:34.900 --> 00:17:37.019
so the old keys don't work anymore. Essentially,

00:17:37.079 --> 00:17:39.519
it's a very clear message. You either pay with

00:17:39.519 --> 00:17:42.140
your attention by watching ads or you pay with

00:17:42.140 --> 00:17:44.740
your wallet for premium. The era of the free

00:17:44.740 --> 00:17:48.299
ride is officially over. Now, speaking of technical

00:17:48.299 --> 00:17:50.720
solutions to massive legal problems, we have

00:17:50.720 --> 00:17:53.460
to go back to the copyright issue. Because you

00:17:53.460 --> 00:17:55.720
mentioned earlier that Google bought a lawsuit

00:17:55.720 --> 00:17:59.279
waiting to happen. And it happened. Viacom sued

00:17:59.279 --> 00:18:02.640
them. for a billion dollars. The Viacom lawsuit

00:18:02.640 --> 00:18:05.920
in 2007 was an existential threat. If YouTube

00:18:05.920 --> 00:18:08.720
lost, they would have been shut down. Viacom

00:18:08.720 --> 00:18:11.680
argued, pretty convincingly, that YouTube was

00:18:11.680 --> 00:18:13.880
built on the back of stolen content from their

00:18:13.880 --> 00:18:17.240
networks like MTV and Comedy Central. So to survive,

00:18:17.660 --> 00:18:20.400
YouTube had to invent a way to police copyright

00:18:20.400 --> 00:18:23.200
at a scale that had never, ever been done before.

00:18:23.279 --> 00:18:25.720
Because you can't have humans watching 500 hours

00:18:25.720 --> 00:18:27.460
of video every single minute. It's physically

00:18:27.460 --> 00:18:29.539
impossible. So they built the engine. We know

00:18:29.539 --> 00:18:31.799
it as Content ID. Exactly. How does that actually

00:18:31.799 --> 00:18:34.079
work under the hood? Is it some kind of AI? It's

00:18:34.079 --> 00:18:36.660
a form of pattern recognition. It's a massive

00:18:36.660 --> 00:18:39.880
automated fingerprinting system. Copyright holders,

00:18:40.220 --> 00:18:43.779
movie studios, record labels, they upload their

00:18:43.779 --> 00:18:46.859
original files to a secret database. Content

00:18:46.859 --> 00:18:49.019
ID then creates a unique fingerprint of that

00:18:49.019 --> 00:18:52.000
file, both the audio and the visual data. Okay.

00:18:52.480 --> 00:18:55.279
Then, every single time a user uploads a new

00:18:55.279 --> 00:18:58.500
video, the system scans it and compares it against

00:18:58.500 --> 00:19:01.579
that massive database of fingerprints. And if

00:19:01.579 --> 00:19:05.059
it finds a match? A piece of a song? A clip from

00:19:05.059 --> 00:19:07.559
a movie? This is the genius part. In the old

00:19:07.559 --> 00:19:10.359
world, a match meant a takedown notice or a lawsuit.

00:19:10.579 --> 00:19:13.140
But YouTube gave the rights holders a menu of

00:19:13.140 --> 00:19:15.839
options. They could block the video, sure. They

00:19:15.839 --> 00:19:17.740
could just track the stats to see how popular

00:19:17.740 --> 00:19:20.660
it was. Or, and this changed everything, they

00:19:20.660 --> 00:19:23.190
could choose to monetize it. So if I use a Madonna

00:19:23.190 --> 00:19:26.410
song in my cat video, the system flags it. But

00:19:26.410 --> 00:19:28.269
instead of suing me, the record label can just

00:19:28.269 --> 00:19:30.630
say, OK, put ads on that cat video and send the

00:19:30.630 --> 00:19:33.230
check to us. Correct. It turned piracy into a

00:19:33.230 --> 00:19:35.490
revenue stream. It incentivized the entire media

00:19:35.490 --> 00:19:37.769
industry to stop suing and start collecting checks.

00:19:37.890 --> 00:19:39.410
It's probably the only reason YouTube still exists

00:19:39.410 --> 00:19:43.309
today. But it's not a perfect system. Not by

00:19:43.309 --> 00:19:46.029
a long shot. We've all heard stories of fair

00:19:46.029 --> 00:19:48.789
use getting just nuked by the algorithm. It's

00:19:48.789 --> 00:19:51.069
an automated system. It doesn't understand context.

00:19:51.130 --> 00:19:54.069
It doesn't understand parody or criticism or

00:19:54.069 --> 00:19:57.210
educational use. It just hears the song, sees

00:19:57.210 --> 00:19:59.369
the clip, and pulls the trigger. It puts the

00:19:59.369 --> 00:20:02.089
burden of proof entirely on the user to fight

00:20:02.089 --> 00:20:04.690
back and prove they are innocent. And speaking

00:20:04.690 --> 00:20:06.430
of features that put the burden on the user,

00:20:06.549 --> 00:20:08.910
there's another one that caused a massive user

00:20:08.910 --> 00:20:12.029
revolt a few years back. The dislike button.

00:20:12.170 --> 00:20:17.309
Ah, yes. November 2021, YouTube removes the public

00:20:17.309 --> 00:20:20.349
dislike count. I still hate this change. I really

00:20:20.349 --> 00:20:23.329
do. Most users do. YouTube's official justification

00:20:23.329 --> 00:20:26.289
was mob protection. They said that creators,

00:20:26.470 --> 00:20:28.650
especially smaller ones, were getting brigaded

00:20:28.650 --> 00:20:31.690
where large groups of people coordinate to dislike

00:20:31.690 --> 00:20:34.190
a video just to harass someone or bomb their

00:20:34.190 --> 00:20:36.390
channel. Which is a real problem, to be fair.

00:20:36.509 --> 00:20:39.250
Online harassment is serious. It is. But the

00:20:39.250 --> 00:20:41.250
counter argument is that the dislike button was

00:20:41.250 --> 00:20:43.549
an essential utility. It was the wisdom of the

00:20:43.549 --> 00:20:47.309
crowds. If you search for a tutorial on... say,

00:20:47.390 --> 00:20:50.809
how to fix my sink, and the video has a thousand

00:20:50.809 --> 00:20:53.710
likes and ten thousand dislikes, you know instantly

00:20:53.710 --> 00:20:56.960
that the advice is bad. or maybe even dangerous.

00:20:57.240 --> 00:20:59.720
Without the dislikes, you have to actually watch

00:20:59.720 --> 00:21:01.859
the video to find out it's garbage. It wastes

00:21:01.859 --> 00:21:04.380
our time and exposes us to scams and misinformation.

00:21:04.859 --> 00:21:07.619
And this brings us back to our friend Jod Kareem.

00:21:07.700 --> 00:21:09.619
He actually came out of retirement for this.

00:21:09.779 --> 00:21:12.559
He went back to the Me at the Zoo video, the

00:21:12.559 --> 00:21:16.059
sacred text of YouTube, and he edited the description.

00:21:16.319 --> 00:21:18.640
What does he say? He called the decision a stupid

00:21:18.640 --> 00:21:22.019
idea. He argued that the platform relies on feedback

00:21:22.019 --> 00:21:24.740
loops between creators and the audience. And

00:21:24.740 --> 00:21:26.960
if you break that feedback loop just to protect

00:21:26.960 --> 00:21:29.400
feelings, the quality of the entire platform

00:21:29.400 --> 00:21:32.160
degrades over time. He essentially said the process

00:21:32.160 --> 00:21:34.220
breaks when the platform interferes with it.

00:21:34.279 --> 00:21:36.619
He did. And it was a huge statement coming from

00:21:36.619 --> 00:21:38.460
one of the founders. It's that classic tension

00:21:38.460 --> 00:21:41.200
between safety and utility. And honestly, looking

00:21:41.200 --> 00:21:43.259
at the amount of clickbait on the platform today,

00:21:43.400 --> 00:21:45.720
I think Kareem was probably right. It's hard

00:21:45.720 --> 00:21:47.299
to argue again. against him when you click on

00:21:47.299 --> 00:21:51.200
a promising looking tutorial and watch 10 minutes

00:21:51.200 --> 00:21:53.759
of complete nonsense because there was no warning

00:21:53.759 --> 00:21:56.200
sign. Let's shift gears to the content itself

00:21:56.200 --> 00:21:59.759
because the what of YouTube has changed just

00:21:59.759 --> 00:22:02.839
as much as the how. We went from broadcast yourself

00:22:02.839 --> 00:22:05.940
to what I kind of call the Mr. Beastification

00:22:05.940 --> 00:22:09.140
of the Internet. It's become highly, highly professionalized.

00:22:09.140 --> 00:22:12.079
We moved from vlogs recorded on grainy webcams

00:22:12.079 --> 00:22:14.759
to what you could call visual journalism. You

00:22:14.759 --> 00:22:17.559
have creators making full -length documentaries

00:22:17.559 --> 00:22:20.619
that rival anything on Netflix or the BBC. And

00:22:20.619 --> 00:22:22.980
education. I mean, I think about Khan Academy.

00:22:23.200 --> 00:22:25.700
Sal Khan started out just tutoring his cousin

00:22:25.700 --> 00:22:27.869
over the Internet. Now, Khan Academy on YouTube

00:22:27.869 --> 00:22:30.069
is arguably the largest school in the world.

00:22:30.190 --> 00:22:32.390
It has democratized learning in a way that is

00:22:32.390 --> 00:22:35.609
hard to overstate. And music. I mean, Gangnam

00:22:35.609 --> 00:22:38.109
style. That was the turning point for music on

00:22:38.109 --> 00:22:40.150
the platform. It was the first video to hit 1

00:22:40.150 --> 00:22:42.710
billion views. It actually broke YouTube's view

00:22:42.710 --> 00:22:44.890
counter. I remember that. Yeah, the engineers

00:22:44.890 --> 00:22:46.829
hadn't programmed the code to handle a number

00:22:46.829 --> 00:22:48.950
that big. They had to upgrade the integer limit

00:22:48.950 --> 00:22:51.589
in the code because of one music video. But now,

00:22:51.789 --> 00:22:54.829
the content is shifting again. And it feels like

00:22:54.829 --> 00:22:58.079
it's because of the competition. YouTube is terrified

00:22:58.079 --> 00:23:00.400
of TikTok. Everyone is terrified of TikTok. And

00:23:00.400 --> 00:23:02.720
that is why we have YouTube Shorts. Launched

00:23:02.720 --> 00:23:06.220
around 2020, 2021, but they have been aggressively

00:23:06.220 --> 00:23:08.759
pushing it ever since. And just recently, in

00:23:08.759 --> 00:23:11.740
October of 2024, they extended the length of

00:23:11.740 --> 00:23:14.539
Shorts to three minutes. Which completely blurs

00:23:14.539 --> 00:23:16.720
the line. Is it a short? Is it a regular video?

00:23:17.140 --> 00:23:18.880
Doesn't matter. It doesn't matter to them. They

00:23:18.880 --> 00:23:20.619
just want you to stay in the app. If you have

00:23:20.619 --> 00:23:23.119
30 seconds, watch a short. If you have 30 minutes,

00:23:23.259 --> 00:23:25.359
watch a video essay. If you want to watch the

00:23:25.359 --> 00:23:31.880
game, buy some. Right. I saw that snake game

00:23:31.880 --> 00:23:34.839
pop up the other day. It feels a little bit desperate,

00:23:35.039 --> 00:23:37.000
doesn't it? Trying to be everything to everyone

00:23:37.000 --> 00:23:39.519
at once. It's the super app strategy. They don't

00:23:39.519 --> 00:23:41.420
ever want you to have a reason to close the YouTube

00:23:41.420 --> 00:23:44.640
app. I do miss the days when the platform felt

00:23:44.640 --> 00:23:47.480
a little less corporate. A little weirder. Do

00:23:47.480 --> 00:23:49.920
you remember the April Fool's pranks? Oh, the

00:23:49.920 --> 00:23:54.180
golden era of internet pranks. 2008. They rickrolled

00:23:54.180 --> 00:23:56.960
the entire homepage. Every single video you clicked

00:23:56.960 --> 00:24:00.200
on the front page took you to Rick Athle's never

00:24:00.200 --> 00:24:02.619
going to give you up. Or Snoopavision in 2016.

00:24:03.180 --> 00:24:05.759
The promise that you could watch any video in

00:24:05.759 --> 00:24:09.140
360 degrees with Snoop Dogg sitting next to you

00:24:09.140 --> 00:24:12.380
providing live commentary. It was silly. It felt

00:24:12.380 --> 00:24:13.980
like the engineers were having fun with their

00:24:13.980 --> 00:24:17.420
own creation. Yeah. But now, well, things feel

00:24:17.420 --> 00:24:19.819
a lot more serious. Much more serious. And that

00:24:19.819 --> 00:24:21.720
brings us to the political battlefield. Yeah.

00:24:22.190 --> 00:24:24.410
Because YouTube isn't just a video host anymore.

00:24:24.769 --> 00:24:27.650
For a huge chunk of the population, it's their

00:24:27.650 --> 00:24:30.769
primary news source. And that power comes with

00:24:30.769 --> 00:24:34.390
massive, massive scrutiny. For years, the dominant

00:24:34.390 --> 00:24:36.789
narrative was about the rabbit hole. Right. The

00:24:36.789 --> 00:24:38.990
idea that the algorithm was specifically designed

00:24:38.990 --> 00:24:41.009
to radicalize you. You click on a video about

00:24:41.009 --> 00:24:42.910
fitness and 10 videos later, you're watching

00:24:42.910 --> 00:24:45.029
a conspiracy theory about the government putting

00:24:45.029 --> 00:24:47.349
chemicals in the water. But the actual data on

00:24:47.349 --> 00:24:49.250
that is actually pretty nuanced, isn't it? It's

00:24:49.250 --> 00:24:51.839
not that simple. It's not. The old theory was

00:24:51.839 --> 00:24:54.519
that the algorithm pushed extreme content because

00:24:54.519 --> 00:24:56.799
that content had higher engagement and kept you

00:24:56.799 --> 00:24:59.839
watching longer. But YouTube made significant

00:24:59.839 --> 00:25:03.900
changes around 2019 to actively suppress what

00:25:03.900 --> 00:25:07.720
they call borderline content. They started hard

00:25:07.720 --> 00:25:10.220
coding the system to recommend authoritative

00:25:10.220 --> 00:25:15.579
sources. CNN, Fox News, BBC, Reuters over some

00:25:15.579 --> 00:25:18.380
random guy ranting in his basement. So is a rabbit

00:25:18.380 --> 00:25:22.339
hole dead. Not dead, but different. More recent

00:25:22.339 --> 00:25:25.500
studies in 2022 and 2024 suggested that the algorithm

00:25:25.500 --> 00:25:27.920
isn't necessarily converting people to new extreme

00:25:27.920 --> 00:25:30.759
beliefs. It's mostly just reflecting and reinforcing

00:25:30.759 --> 00:25:33.279
a user's existing bias. So it's less of a rabbit

00:25:33.279 --> 00:25:35.579
hole and more of an echo chamber? A very powerful

00:25:35.579 --> 00:25:37.559
echo chamber. If you're already looking for that

00:25:37.559 --> 00:25:39.259
content, it will absolutely give it to you. In

00:25:39.259 --> 00:25:41.039
fact, one study showed it often pushes mainstream

00:25:41.039 --> 00:25:43.579
conservative content, like Fox News, to users

00:25:43.579 --> 00:25:45.299
who aren't even interested in politics to begin

00:25:45.299 --> 00:25:46.900
with. But when we talk about governments, the

00:25:46.900 --> 00:25:48.759
stakes get much, much higher. Let's talk about

00:25:48.759 --> 00:25:51.369
Russia. Russia is the perfect example of the

00:25:51.369 --> 00:25:53.450
splinternet, the fracturing of the global internet.

00:25:53.849 --> 00:25:56.529
After the invasion of Ukraine, YouTube blocked

00:25:56.529 --> 00:26:00.230
Russian state media channels globally. RT, Sputnik,

00:26:00.410 --> 00:26:02.910
they were just gone. And Russian did not take

00:26:02.910 --> 00:26:06.069
that well. No. In late 2024, they started throttling

00:26:06.069 --> 00:26:08.250
YouTube speeds within the country, making it

00:26:08.250 --> 00:26:10.930
painfully slow to use. But the headline that

00:26:10.930 --> 00:26:14.099
grabbed everyone was the fine. A Russian court

00:26:14.099 --> 00:26:17.619
fined Google two undecillion rubles. I have that

00:26:17.619 --> 00:26:18.880
written down here because I couldn't believe

00:26:18.880 --> 00:26:21.940
it. Two undecillion. That's a two followed by

00:26:21.940 --> 00:26:25.019
36 zeros. It is more money than exists in the

00:26:25.019 --> 00:26:27.980
entire global economy. It's a completely meaningless,

00:26:28.180 --> 00:26:31.299
symbolic number. It's symbolic. It's Russia saying,

00:26:31.420 --> 00:26:34.319
we reject your jurisdiction and your rules completely.

00:26:34.700 --> 00:26:37.319
Exactly. It shows the complete breakdown of relations.

00:26:37.859 --> 00:26:39.859
Russia is trying to build its own sovereign Internet.

00:26:40.180 --> 00:26:42.700
And in that world, YouTube is the enemy. But

00:26:42.700 --> 00:26:45.019
it is not just Russia. We have to talk about

00:26:45.019 --> 00:26:47.099
the Middle East. And this gets into some very

00:26:47.099 --> 00:26:50.579
heavy, very recent history from 2025. This is

00:26:50.579 --> 00:26:52.900
a critical development and it shows the real

00:26:52.900 --> 00:26:56.200
world consequences of platform power. In October

00:26:56.200 --> 00:26:59.619
2025, we saw a direct collision of U .S. foreign

00:26:59.619 --> 00:27:02.579
policy and platform neutrality. What happened?

00:27:02.859 --> 00:27:05.299
To comply with sanctions from the Trump administration,

00:27:05.680 --> 00:27:09.160
YouTube removed 700 videos and the accounts of

00:27:09.160 --> 00:27:11.660
several prominent Palestinian human rights groups,

00:27:11.839 --> 00:27:14.420
including Al -Haqq and Al -Mazan. And we need

00:27:14.420 --> 00:27:16.519
to be clear, we are not talking about violent

00:27:16.519 --> 00:27:19.000
propaganda here. No, absolutely not. We are talking

00:27:19.000 --> 00:27:22.599
about archival footage, videos documenting the

00:27:22.599 --> 00:27:25.059
killing of the journalist Shireen Abu Akleh,

00:27:25.180 --> 00:27:28.210
testimonies from detainees. This was historical

00:27:28.210 --> 00:27:31.009
record being erased. This highlights the fragility

00:27:31.009 --> 00:27:33.049
of that broadcast yourself promised, doesn't

00:27:33.049 --> 00:27:35.009
it? Yeah. YouTube presents itself as a global

00:27:35.009 --> 00:27:36.470
platform, but at the end of the day, it's an

00:27:36.470 --> 00:27:39.109
American company subject to American laws. That

00:27:39.109 --> 00:27:41.329
is the key. When the geopolitical winds shift

00:27:41.329 --> 00:27:43.490
in Washington, D .C., the digital archive in

00:27:43.490 --> 00:27:46.269
San Bruno, California gets deleted. It's a stark

00:27:46.269 --> 00:27:48.750
reminder that your cloud storage is subject to

00:27:48.750 --> 00:27:50.869
U .S. sanctions law. And speaking of Washington.

00:27:51.339 --> 00:27:53.720
The pendulum on censorship is swinging wildly

00:27:53.720 --> 00:27:57.200
here at home, too. We saw a major, major reversal

00:27:57.200 --> 00:28:00.480
in September 2025 regarding misinformation. We

00:28:00.480 --> 00:28:03.380
did. Alphabet, Google's parent company, announced

00:28:03.380 --> 00:28:05.700
they were reinstating creators who had been previously

00:28:05.700 --> 00:28:08.359
banned for spreading misinformation about COVID

00:28:08.359 --> 00:28:11.420
-19 and the 2020 U .S. election. This was a huge

00:28:11.420 --> 00:28:14.200
U -turn. For years, they were playing the role

00:28:14.200 --> 00:28:16.819
of arbiter of truth. If you say the election

00:28:16.819 --> 00:28:20.019
was stolen, you are banned. So why the sudden

00:28:20.019 --> 00:28:23.130
flip? Political pressure, plain and simple. J

00:28:23.130 --> 00:28:25.789
.D. Vance, the vice president, explicitly defended

00:28:25.789 --> 00:28:28.849
this move. He framed it as a victory for free

00:28:28.849 --> 00:28:31.890
expression over facts. He alleged that previous

00:28:31.890 --> 00:28:34.210
Biden administration had pressured YouTube to

00:28:34.210 --> 00:28:35.990
censor that content. And this was a correction.

00:28:36.089 --> 00:28:37.910
So we are moving from a platform safety model

00:28:37.910 --> 00:28:40.190
back towards a more chaotic town square model.

00:28:40.369 --> 00:28:43.190
Exactly. The new argument is who is YouTube to

00:28:43.190 --> 00:28:45.579
decide what is true? But the risk, of course,

00:28:45.680 --> 00:28:47.559
is that the town square becomes so flooded with

00:28:47.559 --> 00:28:50.279
noise and deliberate lies that nobody knows what

00:28:50.279 --> 00:28:53.099
is real anymore. And that question, what is real,

00:28:53.240 --> 00:28:57.140
is the perfect segue to our final segment, the

00:28:57.140 --> 00:29:02.319
technology of 2026. Because with AI, reality

00:29:02.319 --> 00:29:06.049
is becoming a very, very flexible concept. It

00:29:06.049 --> 00:29:08.670
is. And YouTube is at the absolute forefront

00:29:08.670 --> 00:29:10.809
of this, for better or worse. First, let's talk

00:29:10.809 --> 00:29:13.690
about age assurance. This started in the UK with

00:29:13.690 --> 00:29:16.049
their online safety act. But in July of 2025,

00:29:16.549 --> 00:29:18.730
it went global. This is the selfie gate thing,

00:29:18.789 --> 00:29:20.710
right? That's what people are calling it. YouTube

00:29:20.710 --> 00:29:23.029
is now using machine learning to estimate your

00:29:23.029 --> 00:29:25.390
age based on your behavior, what you search for,

00:29:25.470 --> 00:29:27.150
what videos you watch, what channels you subscribe

00:29:27.150 --> 00:29:30.750
to. If its AI flags you as potentially being

00:29:30.750 --> 00:29:34.009
under 18, you lose access to personalized ads

00:29:34.009 --> 00:29:36.109
in certain categories of... mature content. And

00:29:36.109 --> 00:29:38.069
if the AI is wrong. Or if you actually are an

00:29:38.069 --> 00:29:39.930
adult and you want to watch that restricted content.

00:29:40.150 --> 00:29:41.990
You have to prove it. You can upload a government

00:29:41.990 --> 00:29:44.670
ID, you can use a credit card, or, and this is

00:29:44.670 --> 00:29:46.829
the new standard, you can take a facial estimation

00:29:46.829 --> 00:29:49.509
selfie. I have to hold my phone up to my face,

00:29:49.549 --> 00:29:53.390
let the camera scan me, and AI analyzes my wrinkles

00:29:53.390 --> 00:29:55.910
and my bone structure to decide if I'm old enough

00:29:55.910 --> 00:29:58.549
to watch a video. Basically, yes. It feels like

00:29:58.549 --> 00:30:01.410
something out of a sci -fi dystopia. Please present

00:30:01.410 --> 00:30:04.220
your face for verification. But this is the reality

00:30:04.220 --> 00:30:06.740
of a regulated internet. The era of anonymous

00:30:06.740 --> 00:30:10.099
browsing is dying fast. And while the AI is watching

00:30:10.099 --> 00:30:12.680
our faces, it's also changing the faces and voices

00:30:12.680 --> 00:30:15.380
in the videos themselves. Auto -dubbing. This

00:30:15.380 --> 00:30:17.099
is actually an incredible piece of technology

00:30:17.099 --> 00:30:20.160
that rolled out in late 2024 and got really good

00:30:20.160 --> 00:30:23.759
in 2025. YouTube's AI can instantly translate

00:30:23.759 --> 00:30:26.779
and dub a video into dozens of other languages.

00:30:27.220 --> 00:30:29.000
I tried this the other day. I was watching a

00:30:29.000 --> 00:30:31.369
Korean cooking channel. and the host was speaking

00:30:31.369 --> 00:30:34.730
perfect, natural -sounding English. Not subtitles.

00:30:34.789 --> 00:30:37.289
His actual voice was English. And the AI even

00:30:37.289 --> 00:30:39.789
adjusted his lip sync to match. It's mind -blowing.

00:30:39.970 --> 00:30:41.910
It completely breaks down the language barrier

00:30:41.910 --> 00:30:44.690
for creators. A creator in Brazil can now reach

00:30:44.690 --> 00:30:47.490
an audience in Japan instantly. It creates a

00:30:47.490 --> 00:30:50.029
truly global content market for the first time.

00:30:50.210 --> 00:30:52.130
But the dark side of that is incredibly obvious.

00:30:52.410 --> 00:30:55.730
If AI can generate new audio and new lip movements.

00:30:56.210 --> 00:30:58.569
Deepfakes. If you can make a creator appear to

00:30:58.569 --> 00:31:00.269
speak another language, you can make them appear

00:31:00.269 --> 00:31:02.750
to say anything. That's why YouTube had to publicly

00:31:02.750 --> 00:31:06.910
support... the No Fakes Act of 2025. They're

00:31:06.910 --> 00:31:10.250
building tools to watermark and detect AI generated

00:31:10.250 --> 00:31:13.250
content, but it's an arms race. If you can't

00:31:13.250 --> 00:31:15.769
trust your own eyes and ears anymore, the entire

00:31:15.769 --> 00:31:18.650
premise of video evidence just collapses. It's

00:31:18.650 --> 00:31:21.049
a brave new world for sure. And we have new leadership

00:31:21.049 --> 00:31:23.500
navigating it. We should mention Susan Warchicki.

00:31:23.660 --> 00:31:26.259
We should. She was the CEO for a decade. She

00:31:26.259 --> 00:31:28.779
was employee number 16 at Google. She really

00:31:28.779 --> 00:31:30.759
built the business model we've been discussing.

00:31:30.859 --> 00:31:33.819
She stepped down in 2023 and very sadly passed

00:31:33.819 --> 00:31:37.039
away in August 2024 from lung cancer, a massive

00:31:37.039 --> 00:31:39.400
loss for the industry. And now Neil Mohan is

00:31:39.400 --> 00:31:41.119
running the ship. He's been there since 2023.

00:31:41.460 --> 00:31:43.579
And his directive from the board seems crystal

00:31:43.579 --> 00:31:46.420
clear. protect the ad revenue at all costs hence

00:31:46.420 --> 00:31:49.240
the war on ad blockers and integrate ai into

00:31:49.240 --> 00:31:51.619
every single part of the product so let's try

00:31:51.619 --> 00:31:54.339
to wrap this all up we've covered 21 years we've

00:31:54.339 --> 00:31:56.440
gone from a failed dating site with zero users

00:31:56.440 --> 00:32:01.160
to a cultural archive to a 50 billion dollar

00:32:01.160 --> 00:32:04.599
business and now a political battleground it's

00:32:04.599 --> 00:32:07.680
the story of the internet in microcosm it started

00:32:07.680 --> 00:32:11.039
as this wild open frontier with a simple powerful

00:32:11.039 --> 00:32:15.470
promise broadcast yourself And it's slowly, inevitably

00:32:15.470 --> 00:32:19.609
evolved into a regulated, monetized, sanitized,

00:32:19.609 --> 00:32:22.250
and in some cases, weaponized global utility.

00:32:22.490 --> 00:32:24.529
It's completely indispensable to modern life,

00:32:24.589 --> 00:32:26.470
but it's also kind of terrifying. It's both at

00:32:26.470 --> 00:32:28.650
the same time. So here's a final thought for

00:32:28.650 --> 00:32:31.809
you listening. We talked about Jod Cream's warning

00:32:31.809 --> 00:32:34.349
about losing the wisdom of the crowds when they

00:32:34.349 --> 00:32:36.710
removed the dislike button. But think about where

00:32:36.710 --> 00:32:41.230
we are right now in 2026. We have AI that is

00:32:41.230 --> 00:32:43.490
starting to generate content itself. We have

00:32:43.490 --> 00:32:46.049
AI that is auto -dubbing that content into your

00:32:46.049 --> 00:32:48.650
native language. And we have another AI deciding

00:32:48.650 --> 00:32:50.609
if you're old enough to watch it based on your

00:32:50.609 --> 00:32:52.730
past behavior. It forces you to ask a really

00:32:52.730 --> 00:32:55.089
strange question. Are we actually watching YouTube

00:32:55.089 --> 00:32:57.910
anymore? Or is YouTube just watching itself with

00:32:57.910 --> 00:33:00.230
us as the passive passengers along for the ride?

00:33:00.430 --> 00:33:02.990
I want you to do something today. Go into your

00:33:02.990 --> 00:33:05.769
YouTube settings. Find your time -watched stats.

00:33:06.210 --> 00:33:09.410
And then ask yourself, what does this algorithm

00:33:09.410 --> 00:33:11.880
think it knows about me? Does it think I'm 18?

00:33:12.220 --> 00:33:14.660
Does it think I'm a radical? The answer might

00:33:14.660 --> 00:33:17.119
surprise you. It usually does. Thanks for diving

00:33:17.119 --> 00:33:18.619
deep with us. We'll see you in the next one.
