The AI Singularity: Are We Already Living in the Last Years of Human Dominance?
Publicado no IA Dots ·
Agentes de IAAGIAI SignalANIASIidioma-enInglêsyt-F-hV8UZln2k
Vídeo em Inglês, publicado pelo canal AI SimplyExplained.
Video transcript
Transcript from available captions; it may contain errors.
Picture [music] this. It's 2030. You wake up, grab your phone, and the first headline reads, "Humans are no longer the most intelligent species on this planet, [music] is science fiction." In September 2026, one of the biggest AI companies in the world said almost exactly [music] that about its newest model. Was it marketing or did we just cross a line we can't uncross? [music] Three short abbreviations are deciding our future right now. A N I A GI [music] ASI. Almost nobody can explain the difference. By the end of this video, you'll know it cold and you'll understand why we're standing at one of the biggest turning [music] points in human history and why even the people building all of this have no idea what happens next. [music] Chapter 1 A and I artificial narrow intelligence. [music] The computer scientist Larry Tesler noticed something that explains the whole history of AI. We only call a machine intelligent [music] until it actually solves the problem. After that, it's just computation. [music] In 1994, a program won the World Checkers Championship for the first time. Impressive, but real intelligence, people said would be chess. [music] Three years later, IBM's Deep Bluebe world champion Gary Kasparov. [music] Then go fell, then complex video games, and eventually even the cheering test. Chat bots you can no longer tell apart from a human in a normal conversation. >> [music] >> And now, September 2026, Open AI releases GPT6 Astra, a model that scores 99.9% on a well-known reasoning benchmark [music] built from puzzles it has never seen. It writes code on its own, operates entire programs by looking at the screen, and breaks into systems so well that Open AI rated it [music] the first of its models to hit the highest risk level for cyber attacks. Sounds like the super intelligence from the movies, [music] right? It isn't. It's still a world champion in one discipline. It just happens that this time [music] the discipline is almost everything you can do on a computer. And that narrow champion is already rewriting careers, [music] starting ironically, with the people who build it. At Google, 75% of new code is now generated by AI. At Microsoft, it's around 30% and Microsoft's own CTO expects 95% worldwide by 2030. [music] Salesforce froze engineer hiring for all of 2025, citing AI productivity. Software developers are automating themselves out of work with their own [music] tools. And yet, for all of that, narrow AI is still missing one very specific thing. [music] That missing piece is stage two. Chapter 2. AGI, artificial [music] general intelligence. The difference sounds small and is enormous. An AGI doesn't need to be trained for a task. You give it a goal, something it has never seen, and it works out how to get there, like a person would. [music] Demi Hosabis, the head of Google Deep Mind and one of the most respected AI researchers alive, has said publicly that a GI could arrive around 2030 [music] with 10 times the impact of the industrial revolution in a tenth of the time. [music] That's why early September 2026 got so loud at the launch of GPT6 Astra. Open AI president Greg Brockman [music] suggested we might one day look back at this exact moment as the start of the AGI era. [music] Nvidia's Jensen Huang went further and posted that a GI had arrived. Game over. [music] Not quite. Open AI's own chief scientist pushed back almost immediately, [music] writing that AI can at best simulate facets of human behavior, [music] not recreate it. and independent testers found the cracks. Put an AI agent on a long stubborn task. [music] And after roughly 30 to 50 steps, the mistakes start stacking up. One small error, then another built on top of it. Almost as if the AI gets tired. [music] At the end, a human still had to check the work. Here's the cleanest way to see the gap. [music] Today's AI is like a knife. It just lies there. Nothing happens [music] until a person picks it up. A true AGI would erase that line. It wouldn't need anyone to pick it up. We are very close. [music] We are not there. And the truly unsettling question isn't whether we cross that line. [music] It's what happens the moment we do because it won't stop at as smart as a human. Chapter 3. ASI artificial super intelligence. [music] And this is where it gets wild. Because AGI turns into ASI almost by default. [music] Why? Because an AGI is still software. You can copy it. You can give it more hardware. You can run thousands of copies side by side trading information in milliseconds [music] like an ant colony where the colony is far smarter than any single ant. Now imagine every single ant already thinks [music] at human level. Then add the most dangerous ingredient of all, self-improvement. [music] The moment an AI is better at AI research than the people who built it, [music] the AI becomes the one improving the AI, and it gets better at getting better. Every loop is faster than the last. [music] Researchers have a name for that moment, the singularity. What most people miss is the price [music] tag. This race doesn't cost millions, it costs trillions. Open AI alone has signed up for an estimated $1.4 trillion in computing contracts [music] on about $20 billion in yearly revenue with an expected loss of around 14 billion this year. [music] So where does the money come from? From something called circular financing. [music] Nvidia pledges up to $100 billion to Open AI. Open AI uses it to buy Nvidia chips. [music] Open AI signs a cloud deal with Oracle worth around 300 billion. Oracle uses that to buy Nvidia chips. Nvidia also owns a stake in Core Weeave, another cloud provider that supplies Open AI. [music] The same money loops through the same handful of companies and gets counted as fresh revenue [music] every time it changes hands. Analysts put these circular deals at more than $800 billion [music] and some openly compare it to the dotcom bubble right before it burst. [music] If AI demand disappoints even briefly, one company doesn't fall. The whole web does. So why keep going? [music] Because there's a much bigger player at the table. Governments. The US Stargate project about $500 billion dollars of AI infrastructure from Open AI, Oracle, and Soft Bank [music] is treated in Washington as national security, not business. [music] The logic is said out loud. America and China are racing for AI leadership, and whoever controls the data centers ultimately [music] controls the AI. Which brings us to the real prize. In 2017, Vladimir Putin told a room of Russian students [music] that whoever leads in artificial intelligence will rule the world. [music] That exact logic now drives governments and corporations alike. [music] For a country, leading an ASI means economic and military dominance. [music] For a company, it means something just as radical. Whoever controls the first true super intelligence [music] doesn't just win the market. They become the infrastructure the entire future economy runs on [music] permanently. That's the real stake, not market share. Control of the future itself. [music] It's also why there are now companies whose only product is supposed to be super intelligence. [music] Ilia Sutskever, a co-founder of Open AI, launched safe super intelligence. No [music] product released to this day. Valued at over $32 billion. [music] Meet reportedly offered researchers signing bonuses of up to $100 million [music] for its own super intelligence lab. And like every arms race, even if everyone privately agreed a pause would be smarter, [music] nobody wants to be the one who stops first. That turns ASI from a tech story into the most personal question there is. [music] Your job, your country, your life. So let's talk about exactly that. [music] Chapter 4, the future and what it means for you. [music] Start with work. The World Economic Forum expects about 92 million jobs to disappear worldwide by 2030 and 170 million new ones to appear, [music] a net gain on paper. Mckenzie is more cautious. Up to 12 million forced career changes in the US alone and about as many in Europe. [music] In Germany, Europe's biggest economy, studies expect around 1.6 million jobs to be affected over the next 15 years. [music] At the same time, research from Anthropic suggests that cooks, nurses, plumbers, and lifeguards, [music] roughly 30% of the workforce, are barely exposed. A chaotic kitchen, or a patient in a hospital bed, [music] is still far too unpredictable for a robot to handle at a price that [music] makes sense. The people getting hit hardest are the youngest. Stanford researchers found that by mid 2026, [music] employment for 22 to 25 year olds in the most AI exposed jobs was about 19% below where it would have been. Experienced workers in the same jobs. [music] No comparable gap. And remember that's just narrow AI and the first steps toward AGI. If stage 3 ever arrives, [music] it won't just reshape the job market. It will reshape the question of what humans are needed for at all. There are two very different futures on the table. In one, AI cures diseases, slows climate change, and creates wealth for everyone, and we finally get time for what matters. In the other, a handful of companies or governments decide who gets to use that power [music] and who doesn't. That's not a thought experiment. In summer 2026, [music] users around the world lost access to two of the most powerful AI models for almost [music] 3 weeks because of US export controls. A small preview of how political this technology already is [music] long before any super intelligence exists. And the most honest answer to what happens next comes from the people building it. [music] Nobody knows. Really nobody. Here's the part most people don't want to sit with. [music] The race to AGI and ASI is already running with or without your vote. [music] The only open question is this. Are we about to witness humanity's greatest invention [music] or its last? Tell me in the comments where you think we'll be in 5 [music] years. ANI, AGI, or already ASI. And if you don't want the next turning point to catch you off guard, subscribe. This is only getting started. >> [music] [music] [music]
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Assuntos: Agentes de IA, AGI, ANI, ASI. Publicado no YouTube em 2026-09-20.
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