The Internet Is No Longer Human
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| Job | Durum | Deneme | Worker | Istek | Baslama | Bitis |
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| SummarizeYouTubeTranscript #148 | Done | 1 | learning-prod-worker-1 | 2026-06-19 11:22:37 | 2026-06-19 11:23:07 | 2026-06-19 11:23:16 |
| FetchYouTubeTranscript #145 | Done | 1 | learning-prod-worker-1 | 2026-06-19 11:20:31 | 2026-06-19 11:21:16 | 2026-06-19 11:21:37 |
Ozet
Ozet
İnternet trafiğinin çoğunluğunu artık insanlar değil, otomatik yazılım botları oluşturuyor. Cloudflare verilerine göre, web sayfalarına yapılan isteklerin %57'si botlardan gelirken, insanlar %43'te kaldı. Bu durum, internetin görünürde aynı kalsa da altında tamamen farklı bir yapıya evrildiğini gösteriyor. İnsanların interneti kullanma süresi hala yüksek olsa da, web trafiğinin büyük kısmı makineler tarafından oluşturulan arka plan işlemlerinden oluşuyor.
Google gibi arama motorlarının AI destekli özetleri, kullanıcıların doğrudan web sitelerine gitmeden cevap almasını sağlıyor ve bu da yayıncıların trafik ve gelir kaybına yol açıyor. Ayrıca, AI tarafından oluşturulan yanlış bilgilerden kaynaklanan hukuki sorumluluklar tartışılıyor. Web siteleri, AI botlarına içerik erişimi için ücret talep etmeye başlıyor. Öte yandan, AI ajanları insan gibi web sitelerinde gezip alışveriş yapabiliyor, ancak bu ziyaretler gerçek kullanıcı etkileşimi yaratmıyor. Derin sahte (deepfake) teknolojisi ise özellikle çocuklar için ciddi zararlar doğuruyor ve bu durum giderek artıyor.
Ana Fikirler
- İnternet trafiğinin çoğunluğu artık insanlardan değil, otomatik botlardan geliyor.
- Google'ın AI özetleri kullanıcıların web sitelerine tıklama oranını ciddi şekilde düşürüyor.
- AI özetlerinin yanlış bilgi üretmesi hukuki sorumluluk tartışmalarını başlattı.
- Web siteleri AI botlarına içerik erişimi için ücret talep etmeye başladı (HTTP 402 kodu).
- AI ajanları insan gibi web sitelerinde gezip alışveriş yapabiliyor, ancak gerçek kullanıcı etkileşimi yaratmıyor.
- Derin sahte teknolojisi çocuklar için büyük bir tehdit oluşturuyor ve yaygınlaşıyor.
- İnternetin görünümü değişmedi ama altında makineler insanlardan daha aktif hale geldi.
- İnsanların internet deneyimi giderek AI tarafından şekillendiriliyor ve bu durumun sonuçları belirsiz.
Uygulanabilir Notlar
- Web siteleri AI bot trafiğini izlemeli ve gerekirse erişim için ücretlendirme sistemleri kurmalı.
- AI özetlerinin doğruluğunu kontrol etmek ve yanlış bilgilerin yayılmasını engellemek için hukuki ve teknik önlemler düşünülmeli.
- Derin sahte içeriklerle mücadele için eğitim ve koruma programları geliştirilmeli.
- AI ajanlarının web trafiğine etkisi analiz edilmeli, gerçek kullanıcı davranışlarından ayırt edilmesi için yeni yöntemler araştırılmalı.
- Kullanıcılar, AI tarafından oluşturulan içeriklerin doğruluğunu sorgulamalı ve bilinçli tüketim alışkanlıkları geliştirmeli.
Anahtar Kavramlar
- Bot Trafiği
- AI Özetleri (AI Overviews)
- HTTP 402 Payment Required
- AI Ajanları (Agents)
- Derin Sahte (Deepfake)
- Hukuki Sorumluluk
- Web Trafiği
- İnsan-Makine Etkileşimi
Transcript
Not long ago, the internet quietly passed a milestone almost nobody noticed. For the first time in its history, most of the traffic moving across the web stopped coming from people. The company that caught it is Cloudflare, which sits in front of roughly 1 in five websites on Earth and watches the requests flowing into them. Earlier this month, its CEO, Matthew Prince, posted a single statistic that probably deserved more attention than it got. Automated software bots now generate about 57% of the requests made to web pages. [music] Actual human beings have become the minority at roughly 43%. Open your laptop and nothing looks different. Pages still load and search still works the way it always has. The strange part is underneath that familiar surface in a layer you never actually see. It's worth being precise about that number because it's easy to misread. Cloudflare is measuring requests to web pages. Not every minute you spend online, an evening of [music] streaming or an hour lost to a scrolling feed that's still overwhelmingly human. And by time spent, people are very much still here. What [music] tipped past the halfway point is the machine readable web, the constant background [music] traffic that keeps everything running. In that layer, the machines now outnumber us. The part that makes Prince's post interesting [music] is that he didn't expect it this soon. Back in March on stage at South by Southwest, he guessed bots would overtake humans somewhere around 2027. Then he nudged the date earlier. Then it simply happened. That came faster than I predicted, he wrote, and pointed to the cause a new kind of bot, multiplying far quicker than anyone had modeled. To see why that's a big deal, you have to understand the deal the web was built on. For about 20 years, the internet ran on a handshake arrangement that mostly worked. Websites made things worth reading. Search engines crawled all of it and pointed people [music] toward the good stuff. And the people showed up, which was the part that mattered most. A visitor read your article. The ad beside it earned its keep. And every so often, someone bought what you were selling. Traffic was the currency, and anyone who made something useful got paid in it. And then search started answering the questions itself. If you've used Google recently, you've watched it happen. You type a question and before a single blue link appears, there's a tidy paragraph at the top written by Google's AI telling you the answer. It's called AI overviews. And for a lot of searches, it's genuinely all you need. You get what you came for and [music] you close the tab. The Pew Research Center measured what that does to the old habit of clicking. They followed the real browsing of 900 Americans across tens of thousands of searches. When one of those AI summaries appeared, people clicked through to an actual website 8% of the time. When there was no summary, they clicked nearly [music] twice as often. And the little source links tucked inside the summary itself, those got followed in about one search out of a hundred. So, the answer arrives and the visit never happens. For the site that originally wrote that answer, the traffic [music] that used to pay the bills just doesn't show up. For publishers, that's not a worry. It's a hole in the accounts you can measure. One firm tracking more than 2,500 news sites found Google referrals down roughly a third over the past year. Business Insider watched its search traffic fall by more than half and laid [music] off a fifth of its staff. The study site Cheg, now suing Google, said its nonsubscriber traffic dropped 49% [music] as AI began answering the homework questions that used to bring students to its pages. Some of them have gone to court. Penske Media, the company behind Rolling Stone and Billboard, became the first major American publisher to sue Google over this. And the complaint lands the problem in a sentence. Google has shifted from a search engine that sends you to websites into an answer engine that gives you no reason to leave. Refuse to be summarized, Penske argues, and you essentially vanish from search, which [music] when one company handles nearly nine of every 10 searches, isn't much of a choice. That is where the [music] story takes an unexpected turn because there's a second problem buried inside those tidy summaries. In May, a court in Munich looked at Google's AI overviews and asked something nobody had really settled. When the AI gets it wrong, whose words are those? [music] The case came from two German publishers whose names the AI had casually linked to scams and dubious business practices. The catch was that none of the sources it cited said anything of the kind. The system had blended details from unrelated companies [music] and served the result up as fact. Google's defense was the obvious one. These are just summaries of what's already out there, and people know not to trust AI blindly. The judges weren't persuaded. A normal search result, they reasoned, simply points you towards someone else's page, so Google isn't the author of it. An AI overview is different. It rewrites everything in its own words and reaches its own conclusions. that the court [music] decided makes it Google's own statement and Google can be held liable when that statement is false. It's one ruling in one country and Google is appealing. But the reasoning travels easily. The moment a machine stops handing you a shelf of sources and starts telling you what's true, it quietly stops being a librarian and becomes something closer to a publisher. And publishers can be sued. While the lawyers argue, the plumbing underneath the web is already being rebuilt for the new kind of visitor. The whole old bargain rested on one thing. When a search engine crawled your site, it sent readers back to you. AI crawlers broke that promise. They pass through, absorb everything, pour it into a model, and the model answers questions without sending a single person your way. You give, nothing returns. So, Cloudflare built a toll booth. They call it payer crawl. And it leans on a dusty, almost forgotten corner of the web's design, an error code number 402 that has sat there for decades labeled payment required and gone essentially unused. Now it has a purpose. When an AI crawler shows up, a site can reply with that code and a price tag. Pay and the content is yours. [music] Don't and it isn't. Cloudflare went further and started blocking AI crawlers by default on new sites. So the answer is no until an owner decides otherwise. Strip away the jargon and it's a quiet confession about where things are heading. Websites are beginning to treat machines as the real audience, not visitors to court, but software to charge at the door. Which leads somewhere obvious. If software is reading the web, when does it start using it? That's already underway. The big AI companies have built what they call agents programs. You hand a task to [music] and they go off and complete it. Book the flight. Track down the cheapest version of this jacket and buy it. Openai's agent moves through real websites the way a person would, right down to clicking the buttons and filling in the forms. And it's been connected to checkout systems so it can actually pay. Visa signed on to let these agents spend real money within limits you set in advance. The entire pitch is that you stop browsing and let the thing browse for you. And here's a detail worth holding on to. A person shopping for a jacket might check five sites. An agent doing the same errand can hit thousands, generating real traffic and real server load while never once seeing an ad or becoming a customer in any way the old web understood. This is also where it gets genuinely strange. A team of security researchers ran an experiment this year. They built a fake website and invited seven of these AI agents to use it alongside real people. Then asked a simple question. Can you tell them apart? Their tool flagged all seven. CloudFlare's standard bot detection, given the same test, caught one. The reason is that these agents look nothing like the clumsy bots of the past. They run inside ordinary browsers and do ordinary things. What gives them away isn't an obvious tell. It's the texture of how they move. A real person is a little messy about it. The cursor wanders, a typo gets fixed, the scrolling comes in, fits, and [music] starts. The agents aren't messy. They slide straight to the button and drop in the text in one clean motion. They're betrayed by being a fraction too smooth. Now, run that forward a year or two. A typical website's traffic looks perfectly healthy. Someone is reading the reviews and adding things to a cart. Except the someone is a piece of software shopping for a person who never laid eyes on the page. The visit is [music] real. The visitor is not. This is where the story gets darker because the same technology that can browse the web for us can also invent things that were never real. The clearest place to see the damage is in [music] schools. At a high school in Westfield, New Jersey, teenage boys took ordinary photos of their female classmates, ran them through an app that fabricates nude images, and passed the results around. At a middle school in Beverly Hills, students did the same to 16 of their peers, and the school expelled five of them. These aren't experiments. in some hidden corner of the internet. They're happening in ordinary towns to ordinary kids with apps that sit a few taps away. The scale once you go looking is hard to sit with. In a study spanning 11 countries, UNICEF, Interpol, and the child protection group ECPAT found that at least 1.2 million children reported having their images turned [music] into sexual deep fakes within a single year. In some places that came out to one child in 25, about one in every classroom. And the Internet Watch Foundation, [music] which has spent 30 years tracking this material down, called 2025 its worst year on record, driven by realistic AI video that often stitches in the faces of real identifiable children. There's an instinct to shrug this off because the images aren't real. UNICEF answered that headon. Deep fake abuse, they said, is abuse. And there is nothing fake about the harm it causes. [music] When a real child's face is used, that child is a victim. Full stop. The picture may be synthetic. The fear and the humiliation that trail the person afterward are not. Step back from all of it and one shape comes into focus. The internet isn't dying. That's the wrong word. And the chatter about a dead internet misses what's actually happening. The web is busier than it has ever been. It's just that more and more of it gets handled by machines before it ever reaches a human being. A bot makes the request. An AI writes the answer back. An agent does the shopping. And somewhere in that same machinery, a generator builds a face that never [music] belonged to anyone. The people haven't gone anywhere. We're simply drifting further from the raw material. The path between asking a question and receiving [music] an answer used to run through other people, their writing, their work, their actual pages. Now, most of that path is handled by software that reads it first, decides what it means, and sometimes makes things up [music] before any of it reaches you. We get handed the finished product and asked to trust it. So, here's the question worth sitting with. Maybe this is just what it looks like for a technology to grow up. The web finally getting a layer of automation on top, the way nearly every messy human system eventually does. Or maybe we're watching something quieter and harder to name. the human web, the one built by people for people, slipping into the background while the machines step to the front. I honestly don't know which it is. I'm not sure anyone does yet. Let me know what you think down in the comments. Does this feel like progress or like something we're losing? [music] I read them and the best conversations on this channel happen there. Also, if you want more content around science, space, [music] and advanced tech, we've launched a separate channel for that. Links in the description. Go check it out. If this gave you something to chew on, hit subscribe so you don't miss the next one. Thanks for watching and I'll catch you in the next one.