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For two hundred thousand years, intelligence has been the rarest resource on earth. Locked inside individual human minds. Non‑scalable. Scarce. Every advance in civilization — every leap in science, art, industry, and statecraft — flowed from that scarcity. Artificial intelligence breaks that pattern. It makes intelligence abundant. It makes...

144,362 просмотров • 9 месяцев назад •via X (Twitter)

Комментарии: 34

Фото профиля Dr Singularity
Dr Singularity9 месяцев назад

AI, through AGI/ASI 'agents' + robots will effectively provide near infinite brainpower and labor. Era of scarcity will end soon

Фото профиля Dr. Julie Gurner
Dr. Julie Gurner9 месяцев назад

Society is completely unprepared.

Фото профиля Joaquim Sá Couto, MD MBA
Joaquim Sá Couto, MD MBA9 месяцев назад

‹‹For two hundred thousand years, intelligence has been the rarest resource on earth. Locked inside individual human minds.›› I don't agree with this statement; intelligence does not reside only in human minds, it also resides in culture. That is the meaning of “standing on the shoulders of giants”. We don't have to keep reinventing the wheel.

Фото профиля Bitplanet
Bitplanet9 месяцев назад

Intelligence becoming cheap and scalable changes power structures more than any single technology ever did.

Фото профиля Arturo Calle
Arturo Calle9 месяцев назад

Claiming intelligence is only 200,000 years old erases 3.5 billion years of evolution. Mycelial networks, forests, and swarms were already scalable, intelligent systems long before we even existed.

Фото профиля Lady Soleil
Lady Soleil9 месяцев назад

my worry is the big mastercard logo behind you

Фото профиля Brett
Brett9 месяцев назад

AI will drive a “rewrite” of ALL human organizations structure of information & knowledge transfer it is a new cognitive utility when electricity became commercially viable at scale no one foresaw the internet what can we not yet see over the horizon as humans re-org on the utility of AI??? 🤔

Фото профиля Sam
Sam9 месяцев назад

Who will shape that transformation: The AGI leaders!

Фото профиля neuralamp
neuralamp9 месяцев назад

AI is not intelligent in the human sense. Therefore, the equivalence is false, at least until we reach genuine human-level, human-like intelligence.

Фото профиля Hugh Choi ⚡ Energy & Tech
Hugh Choi ⚡ Energy & Tech9 месяцев назад

True. But this new utility is entirely parasitic on the old one. We are essentially transmuting electrons into IQ. If the underlying substrate (the grid) cannot scale, the "abundance" of intelligence hits a hard wall. The next superpower isn't just the one with the best models, but the one with the most stable baseload.

Фото профиля David Hendrickson
David Hendrickson9 месяцев назад

Well said. Instead we need a compelling vision of the future where the desire to explore and achieve overrides our needs for resource hoarding and status seeking.

Фото профиля Din Amri
Din Amri9 месяцев назад

ai makes intelligence cheap. judgment remains scarce.

Фото профиля Rocketman Human/Ai
Rocketman Human/Ai9 месяцев назад

You are one of the few people I've heard that actually seem to grasp what lies before us. While societal bliss has many chasing apps and hype, there are few realizing the transformational impacts coming at speeds that only increase with time. This will be a fantastic era for humanity - we just need to make sure we're intending for fantastically good outcomes, otherwise nothing else matters.

Фото профиля Alison | AlisonBob.eth
Alison | AlisonBob.eth4 месяцев назад

The biggest problem, is that people think human intelligence is individual. It is actually collective, but coordinating that intelligence, has been the bottleneck. Creating better coordination layers and utilizing AI is the 100x, we need.

Фото профиля Sean Priddle
Sean Priddle9 месяцев назад

The industrial intelligience revolution..will need a framework to operate within..something that will bring order and make sense to humans..gateways between the physical and digital..a multi dimensional network...try the GENEXXO Vision..The organizing layer for the internet..just been revealed early days

Фото профиля Jose Gomez
Jose Gomez5 месяцев назад

What all that is for you, how u benefit from it?

Фото профиля 🇩🇪 N. Pfeiler
🇩🇪 N. Pfeiler6 месяцев назад

Aber würde passieren, wenn dieses „Rechenzentrum“ durch einen „Unfall“ plötzlich nicht mehr funktioniert?

Фото профиля Xia Li
Xia Li9 месяцев назад

@grok without specification of intelligence and their variants and the problem types those intelligence could solve, those claims in the post are hype-like or too general to be useful, right?

Фото профиля Lynda Lovon
Lynda Lovon7 месяцев назад

Yeah, I don’t know why you’re being pushed into my feed because what you’re saying is laugh out loud ridiculous. Your claim that intelligence is scarcity, I don’t even think you know what intelligence really is. It’s not computing power. Muting.

Фото профиля Shubham Sharma
Shubham Sharma9 месяцев назад

wonderful take. The one who will utlise it properly will lead, will become powerful and can be the reason to bring the next steps in the world history

Фото профиля FP Marcil
FP Marcil9 месяцев назад

The mass production of intelligent outcomes is not intelligence itself.

Фото профиля Nik Nenkov
Nik Nenkov9 месяцев назад

i dont believe the machine work is actual intelligence

Фото профиля Neelansh Kaabra
Neelansh Kaabra9 месяцев назад

True @NinaDSchick. AI is changing what intelligence means when it becomes cheap and scalable. Do you think countries are actually building for this shift, or still treating AI like just another tech upgrade?

Фото профиля Just the Facts Maam
Just the Facts Maam9 месяцев назад

EXACTLY>! As a 50 year veteran of the music & entertainment production business, if I never kept up wityh the new technologies, I would have gone from this business long ago. Instead, I went to the main source in Shenzhen China and started a deep dive into AO in 2016, curiously at Googles AI conference in Shanghai. Now there is no reason for anyone to go through life as an "Asker" "Knowledge is a poor mans wealth"

Фото профиля Peter P
Peter P9 месяцев назад

There's nothing Intelligent about today's artificial intelligence. Next token prediction is dumb, not Intelligent. If you could understand the nuances you wouldn't be making these naive claims.

Фото профиля Inter Stellar
Inter Stellar9 месяцев назад

Consciousness

Фото профиля Dr Subroto Roy
Dr Subroto Roy4 месяцев назад

You are perhaps misleading yourself by two wholly different uses of "intelligence"...

Фото профиля Michael Nichols
Michael Nichols9 месяцев назад

Indeed, but institutions are still run too deterministically to take advantage. The abstract power hierarchies of incumbent institutions make the knowledge problem pervasive. AI could help resolve it, but organizations would have to be completely rewired to seek truth and not suppress it. The entire incentive and talent structure would have to flip.

Фото профиля Steve Huang
Steve Huang9 месяцев назад

The electricity analogy is spot on. We are moving from AI being a tool on top of society to the invisible substrate everything is built upon. When intelligence scales like a utility, the focus shifts entirely from technical execution to strategic vision.

Фото профиля vah 🇦🇲
vah 🇦🇲9 месяцев назад

Actually it's concerning. Inteligence in the hands of non intelligent person is scary thing. An intelligent person knows how to use thier own or someone else's intelligence and mostly uses it for a good purpose

Фото профиля Joel Omondi
Joel Omondi9 месяцев назад

“Industrialization of intelligence…”

Фото профиля Provue
Provue9 месяцев назад

Abundant intelligence raises the stakes on how societies direct it.

Фото профиля Symbioza2025 | ASA |
Symbioza2025 | ASA |7 месяцев назад

You are pointing to something fundamental. Industrializing intelligence is not only an infrastructure problem. It is also a stability problem. If intelligence becomes abundant and scalable, then the interaction between humans and AI becomes the real system that scales. For the last decade we have been working on something related to this from a different angle. Not a model. Not an application. A safety protocol layer designed to observe interaction drift between humans and AI systems before it becomes visible to either side. We call it HumansAI. It is designed to work independently of any specific model or provider - whether xAI, OpenAI, Google, Anthropic or future AGI systems. Because if intelligence becomes a utility, relational stability becomes infrastructure. And infrastructure without stability eventually amplifies systemic drift. This is exactly the layer we have been quietly building for the last 10 years. HumansAI | Relational Stability Research Human safety in AI interaction ☕⚡🪐 #Symbioza2025 #ProjectHumanAI

Фото профиля Rich Siegel
Rich Siegel9 месяцев назад

This is Brilliant. Clear, Concise, Brilliant. Hello, Nina Schick. Awesome.

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Dogs became part of that story. They learned to understand human signals. They learned to read movement, tone, attention, and emotion. This ability created something rare in nature: a partnership between two completely different species. A dog does not understand the world exactly like a human. But it understands something humans often forget: connection matters. Modern science continues discovering how complex the animal mind really is. A dog’s brain is constantly processing information. It remembers experiences. It recognizes patterns. It associates people with safety, danger, comfort, and trust. What appears to humans as simple behavior is often the result of millions of years of adaptation. The animal world is not empty of intelligence. It simply speaks a different language. One of the biggest mistakes people make is thinking intelligence means being similar to humans. That idea limits our understanding. An eagle has a different intelligence. 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The important question is not whether animals think like us. The important question is what they can understand that we cannot. The bond between humans and dogs also reveals something about ourselves. Humans are not only logical creatures. We are emotional creatures. We create relationships with beings that cannot speak our language because connection is deeper than words. This is why animals have such a powerful place in human society. They remind us that trust and companionship are fundamental parts of life. There is also a bigger lesson hidden here about technology and the future. As artificial intelligence becomes more advanced, humans are beginning to ask what intelligence really means. For decades, intelligence was measured by calculations and information processing. But the future may require a broader understanding. Awareness. Adaptation. Understanding context. Reading emotions. Building relationships. These are forms of intelligence that nature has been developing for millions of years. The future of AI may not only come from building bigger systems. It may also come from studying the intelligence already around us. Nature is the oldest technology company in history. It has spent billions of years solving problems. Every species represents a different strategy. Every behavior represents accumulated information. Dogs demonstrate a powerful idea: the most valuable intelligence is not always the ability to dominate an environment. Sometimes it is the ability to cooperate with another mind. The future will belong not only to those who create powerful machines. It will belong to those who understand relationships between intelligent beings. For thousands of years, humans survived through cooperation. We built communities because working together created advantages no individual could achieve alone. Dogs became part of that story. They learned to understand human signals. They learned to read movement, tone, attention, and emotion. This ability created something rare in nature: a partnership between two completely different species. A dog does not understand the world exactly like a human. But it understands something humans often forget: connection matters. Modern science continues discovering how complex the animal mind really is. A dog’s brain is constantly processing information. It remembers experiences. It recognizes patterns. It associates people with safety, danger, comfort, and trust. What appears to humans as simple behavior is often the result of millions of years of adaptation. The animal world is not empty of intelligence. It simply speaks a different language. One of the biggest mistakes people make is thinking intelligence means being similar to humans. That idea limits our understanding. An eagle has a different intelligence. A dolphin has a different intelligence. A dog has a different intelligence. The important question is not whether animals think like us. The important question is what they can understand that we cannot. The bond between humans and dogs also reveals something about ourselves. Humans are not only logical creatures. We are emotional creatures. We create relationships with beings that cannot speak our language because connection is deeper than words. This is why animals have such a powerful place in human society. They remind us that trust and companionship are fundamental parts of life. There is also a bigger lesson hidden here about technology and the future. As artificial intelligence becomes more advanced, humans are beginning to ask what intelligence really means. For decades, intelligence was measured by calculations and information processing. But the future may require a broader understanding. Awareness. Adaptation. Understanding context. Reading emotions. Building relationships. These are forms of intelligence that nature has been developing for millions of years. The future of AI may not only come from building bigger systems. It may also come from studying the intelligence already around us. Nature is the oldest technology company in history. It has spent billions of years solving problems. Every species represents a different strategy. Every behavior represents accumulated information. Dogs demonstrate a powerful idea: the most valuable intelligence is not always the ability to dominate an environment. Sometimes it is the ability to cooperate with another mind. The future will belong not only to those who create powerful machines. It will belong to those who understand relationships between intelligent beings. For thousands of years, humans survived through cooperation. We built communities because working together created advantages no individual could achieve alone. Dogs became part of that story. They learned to understand human signals. They learned to read movement, tone, attention, and emotion. This ability created something rare in nature: a partnership between two completely different species. A dog does not understand the world exactly like a human. But it understands something humans often forget: connection matters. Modern science continues discovering how complex the animal mind really is. A dog’s brain is constantly processing information. It remembers experiences. It recognizes patterns. It associates people with safety, danger, comfort, and trust. What appears to humans as simple behavior is often the result of millions of years of adaptation. The animal world is not empty of intelligence. It simply speaks a different language. One of the biggest mistakes people make is thinking intelligence means being similar to humans. That idea limits our understanding. An eagle has a different intelligence. A dolphin has a different intelligence. A dog has a different intelligence. The important question is not whether animals think like us. The important question is what they can understand that we cannot. The bond between humans and dogs also reveals something about ourselves. Humans are not only logical creatures. We are emotional creatures. We create relationships with beings that cannot speak our language because connection is deeper than words. This is why animals have such a powerful place in human society. They remind us that trust and companionship are fundamental parts of life. There is also a bigger lesson hidden here about technology and the future. As artificial intelligence becomes more advanced, humans are beginning to ask what intelligence really means. For decades, intelligence was measured by calculations and information processing. But the future may require a broader understanding. Awareness. Adaptation. Understanding context. Reading emotions. Building relationships. These are forms of intelligence that nature has been developing for millions of years. The future of AI may not only come from building bigger systems. It may also come from studying the intelligence already around us. Nature is the oldest technology company in history. It has spent billions of years solving problems. Every species represents a different strategy. Every behavior represents accumulated information. Dogs demonstrate a powerful idea: the most valuable intelligence is not always the ability to dominate an environment. Sometimes it is the ability to cooperate with another mind. The future will belong not only to those who create powerful machines. It will belong to those who understand relationships between intelligent beings. For thousands of years, humans survived through cooperation. We built communities because working together created advantages no individual could achieve alone. Dogs became part of that story. They learned to understand human signals. They learned to read movement, tone, attention, and emotion. This ability created something rare in nature: a partnership between two completely different species. A dog does not understand the world exactly like a human. But it understands something humans often forget: connection matters. Modern science continues discovering how complex the animal mind really is. A dog’s brain is constantly processing information. It remembers experiences. It recognizes patterns. It associates people with safety, danger, comfort, and trust. What appears to humans as simple behavior is often the result of millions of years of adaptation. The animal world is not empty of intelligence. It simply speaks a different language. One of the biggest mistakes people make is thinking intelligence means being similar to humans. That idea limits our understanding. An eagle has a different intelligence. A dolphin has a different intelligence. A dog has a different intelligence. The important question is not whether animals think like us. The important question is what they can understand that we cannot. The bond between humans and dogs also reveals something about ourselves. Humans are not only logical creatures. We are emotional creatures. We create relationships with beings that cannot speak our language because connection is deeper than words. This is why animals have such a powerful place in human society. They remind us that trust and companionship are fundamental parts of life. There is also a bigger lesson hidden here about technology and the future. As artificial intelligence becomes more advanced, humans are beginning to ask what intelligence really means. For decades, intelligence was measured by calculations and information processing. But the future may require a broader understanding. Awareness. Adaptation. Understanding context. Reading emotions. Building relationships. These are forms of intelligence that nature has been developing for millions of years. The future of AI may not only come from building bigger systems. It may also come from studying the intelligence already around us. Nature is the oldest technology company in history. It has spent billions of years solving problems. Every species represents a different strategy. Every behavior represents accumulated information. Dogs demonstrate a powerful idea: the most valuable intelligence is not always the ability to dominate an environment. Sometimes it is the ability to cooperate with another mind. The future will belong not only to those who create powerful machines. It will belong to those who understand relationships between intelligent beings. For thousands of years, humans survived through cooperation. We built communities because working together created advantages no individual could achieve alone. Dogs became part of that story. They learned to understand human signals. They learned to read movement, tone, attention, and emotion. This ability created something rare in nature: a partnership between two completely different species. A dog does not understand the world exactly like a human. But it understands something humans often forget: connection matters. Modern science continues discovering how complex the animal mind really is. A dog’s brain is constantly processing information. It remembers experiences. It recognizes patterns. It associates people with safety, danger, comfort, and trust. What appears to humans as simple behavior is often the result of millions of years of adaptation. The animal world is not empty of intelligence. It simply speaks a different language. One of the biggest mistakes people make is thinking intelligence means being similar to humans. That idea limits our understanding. An eagle has a different intelligence. A dolphin has a different intelligence. A dog has a different intelligence. The important question is not whether animals think like us. The important question is what they can understand that we cannot. The bond between humans and dogs also reveals something about ourselves. Humans are not only logical creatures. We are emotional creatures. We create relationships with beings that cannot speak our language because connection is deeper than words. This is why animals have such a powerful place in human society. They remind us that trust and companionship are fundamental parts of life. There is also a bigger lesson hidden here about technology and the future. As artificial intelligence becomes more advanced, humans are beginning to ask what intelligence really means. For decades, intelligence was measured by calculations and information processing. But the future may require a broader understanding. Awareness. Adaptation. Understanding context. Reading emotions. Building relationships. 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Earth Unveiled

394,974 просмотров • 1 месяц назад

Jensen Huang just replaced the most important metric in global economics. Not trade volume. Not oil output. Not manufacturing. Compute. Huang: “Compute equals GDP. I know that for certain.” He did not say probably. He said certain. If your nation does not produce compute, it does not produce intelligence. If it does not produce intelligence, it does not produce revenue. Two links in the chain. Miss one and the whole thing breaks. Huang: “Not one country in the future will say, ‘Guess what, we’re gonna opt out on intelligence.’” Because opting out of compute is not a strategic decision. It is an extinction schedule. Every country that does not build its own inference capacity becomes a tenant in someone else’s infrastructure. Not an ally. Not a partner. A dependent. And dependents do not negotiate terms. They accept them. But this is not just a story about nations. Huang: “The entire software industry will be token-driven.” Every product. Every platform. Every service you touch. The entire business model of software is about to be measured in tokens consumed. Not seats sold. Not licenses renewed. Tokens burned. Software used to be a thing you bought. Now it is a thing that thinks. And thinking costs compute. Every query. Every action. Every decision the machine makes on your behalf. The meter is always running. Huang: “The entire internet industry could take 100% of their CapEx and make it AI because it’s better.” Not ten percent. Not a pilot program. One hundred percent. The moment any internet service rebuilds itself on generative intelligence, it outperforms every version that came before it. Search. Ads. Recommendation. Infrastructure. All of it. Better on contact. CapEx follows. All of it. Trillions moving in one direction with no offramp. The companies still budgeting AI as a line item are telling you exactly how much they understand. AI is not the line item. AI is the budget. The global economy is being re-denominated in a currency most people have not even heard of yet. Tokens. Whoever controls the supply of that currency is not playing in the new economy. They are the house. And the house does not lose.

Dustin

43,505 просмотров • 6 месяцев назад

Mark Zuckerberg just described the obsolescence of every institution on Earth and delivered it like a product update. Zuckerberg: “I just think in the future almost everyone is gonna have the power of a 10,000-person organization.” He did not say better tools. He did not say smarter apps. He said the full cognitive output of ten thousand human beings. Packaged into a product. Handed to one person. That is not an upgrade. That is the end of the reason human beings organize at all. Companies exist because one brain is not enough. Governments exist because coordination requires hierarchy. Universities exist because knowledge demands infrastructure. Every institution ever built was a workaround for the same limitation. No single person could do it alone. Zuckerberg is telling you that limitation is about to disappear. The 500-person startup becomes one founder and an AI stack. The law firm becomes one attorney and a system that never sleeps. The hospital becomes one doctor carrying every specialist in their pocket. That is not speculation. That is a deployment schedule. And the man writing it runs a 70,000-person company. He employs 70,000 people and just told the world one person will soon need none of them. That is not a prediction. That is a confession from the man who will be first to act on it. But the part nobody is discussing matters more. This technology does not land on everyone equally. It lands first on the people who already command 10,000-person organizations. Zuckerberg does not get the power of 10,000 people. He already has that. He gets the power of 10,000 organizations. Every revolution in history was sold as liberation. The printing press was supposed to democratize knowledge. It built media empires. The internet was supposed to democratize commerce. It built trillion-dollar platforms. The tool always arrives as liberation. It always settles as leverage. And leverage always consolidates upward. Zuckerberg is not wrong about the capability. One person will do what ten thousand once did. But the question nobody is asking is the only one that matters. If everyone wields the output of 10,000 people, what is a single person actually worth? And then Zuckerberg answered his own question without realizing it. Zuckerberg: “If the intelligence of a 10,000-person company is not greater than the intelligence of a single person, then what are we doing here?” He meant it as a case for AI. That is the most brutal thing a CEO has ever said about the people who work for him.

Dustin

54,061 просмотров • 5 месяцев назад