正在加载视频...

视频加载失败

加载此视频时出现问题。这可能是由于临时网络问题，或视频可能不可用。

Stephen Wolfram says that AI cannot predict future system behaviours because many systems perform complex computations that exceed AI's capabilities.

tetsuo

233,152 subscribers

408,979 次观看 • 2 年前 •via X (Twitter)

科学技术新闻政治教育

Anya Rossi• Live Now

Private livecam show

10 条评论

tetsuo.ai 💹🧲 的头像

tetsuo.ai 💹🧲2 年前

source

Тsфdiиg 的头像

Тsфdiиg2 年前

It did in fact confirmed my hypothesis that ability to speak does not necessarily mean higher intelligence. I've had cats that were smarter than some humans I've met that were saying seemingly sophisticated things.

Dr Stuart Woolley 的头像

Dr Stuart Woolley2 年前

Computational irreducibility is his thing, and I think he's absolutely right. It's going to take more than a simplistic LLM, no matter how big it is, to change that, if it's even possible at all.

stripeybeard 的头像

stripeybeard2 年前

@DanielleFong Future states of complex systems are inscrutable. It's kinda one of the things that makes the universe a fascinating place to live in! 😊

Dror Poleg 🎗 的头像

Dror Poleg 🎗2 年前

I’ll take his word for it. However, AI can probably help generate alpha without crossing the relatively high hurdle of “prediction”. (See RenTech, for example)

Dirk Bruere 的头像

Dirk Bruere2 年前

True. But that's true of us as well.

Rob Williams 的头像

Rob Williams2 年前

Is he just saying all science is NP? that's for sure wrong. Probability is always telling you what's likely based on what it knows. I think he's totally wrong in saying we didn't realize language was this simple. He's never read Shannon's 1948 paper or he forgot it.

ZEN 💡 the innovator 的头像

ZEN 💡 the innovator2 年前

an Ai told me he was gonna say that !

murtaza 的头像

murtaza2 年前

Man we need him

Hassan Abedi 📚🌿🦉 的头像

Hassan Abedi 📚🌿🦉2 年前

Do we need an Oracle instead of AGI? 👀

相关视频

Stephen Wolfram says language lets humans package private thoughts and transmit them to other minds. He argues we already guess about consciousness in people, animals, and soon AIs by observing behavior, not peering inside. He claims brains, weather systems, and computers all run computations that reach the same ultimate power level. This “principle of computational equivalence” blurs the line between human thought and other complex processes. It suggests that many systems we meet including advanced AIs deserve to be treated as thinking in their own way.

Stephen Wolfram says language lets humans package private thoughts and transmit them to other minds. He argues we already guess about consciousness in people, animals, and soon AIs by observing behavior, not peering inside. He claims brains, weather systems, and computers all run computations that reach the same ultimate power level. This “principle of computational equivalence” blurs the line between human thought and other complex processes. It suggests that many systems we meet including advanced AIs deserve to be treated as thinking in their own way.

Wes Roth

86,356 次观看 • 6 个月前

Stephen Wolfram says AI's success at language is because it was shallower than we knew, but in science it won't be able to make more progress than humans

Stephen Wolfram says AI's success at language is because it was shallower than we knew, but in science it won't be able to make more progress than humans

Tsarathustra

174,678 次观看 • 2 年前

Computer Scientist, Stephen Wolfram the concept of AGI is "mushy" because only a human can truly replicate all human capabilities — and there will always be distinctions between AI and humans

Computer Scientist, Stephen Wolfram the concept of AGI is "mushy" because only a human can truly replicate all human capabilities — and there will always be distinctions between AI and humans

Haider.

25,860 次观看 • 1 年前

📁 Emad Mostaque, founder of Stability AI, says we’re entering “AI Atlantis,” a world where anyone can access trillions of AI agents that perform complex tasks for almost nothing, even creating other agents. In this future, it won’t matter how many people are on your team, but how many agents you can orchestrate.

📁 Emad Mostaque, founder of Stability AI, says we’re entering “AI Atlantis,” a world where anyone can access trillions of AI agents that perform complex tasks for almost nothing, even creating other agents. In this future, it won’t matter how many people are on your team, but how many agents you can orchestrate.

Jon Hernandez

29,575 次观看 • 10 个月前

Fei-Fei Li says that even if AI surpasses certain human capabilities, it is not necessarily universally super intelligent video models can predict an apple falling, but they cannot derive the equation F=ma from that observation "we have no idea how AI can get there yet"

Fei-Fei Li says that even if AI surpasses certain human capabilities, it is not necessarily universally super intelligent video models can predict an apple falling, but they cannot derive the equation F=ma from that observation "we have no idea how AI can get there yet"

Haider.

46,033 次观看 • 6 个月前

We’re excited to announce an updated version of our Pro Search that can perform deeper research on more complex queries with multi-step reasoning, Wolfram|Alpha, and code execution.

We’re excited to announce an updated version of our Pro Search that can perform deeper research on more complex queries with multi-step reasoning, Wolfram|Alpha, and code execution.

Perplexity

321,053 次观看 • 2 年前

Stephen Wolfram explains that space is discrete and composed of atoms of space

Stephen Wolfram explains that space is discrete and composed of atoms of space

Tsarathustra

25,108 次观看 • 2 年前

AMI Labs Executive Chairman Yann LeCun says the future of AI depends on systems that can predict what happens next, not just absorb more data and compute. Watch the full conversation with Tom Mackenzie at the VivaTech X Bloomberg Awards:

AMI Labs Executive Chairman Yann LeCun says the future of AI depends on systems that can predict what happens next, not just absorb more data and compute. Watch the full conversation with Tom Mackenzie at the VivaTech X Bloomberg Awards:

Bloomberg

13,096 次观看 • 12 天前

Ray Kurzweil says AI models will exceed human verbal ability in a year or two and the next step is large event models that enable robots to perform physical tasks

Ray Kurzweil says AI models will exceed human verbal ability in a year or two and the next step is large event models that enable robots to perform physical tasks

Tsarathustra

71,501 次观看 • 2 年前

Can schools prepare students for the AI‑driven era? Huawei says yes. By turning complex code into hands‑on practice, students can build AI recognition, classification, and tracking systems that create real‑world impact. Discover the future of learning from MWC 2026 Barcelona.

Can schools prepare students for the AI‑driven era? Huawei says yes. By turning complex code into hands‑on practice, students can build AI recognition, classification, and tracking systems that create real‑world impact. Discover the future of learning from MWC 2026 Barcelona.

Huawei

8,026,058 次观看 • 3 个月前

Nikola Jokic says he might perform Many Men in the future.

Nikola Jokic says he might perform Many Men in the future.

Rob Perez

554,708 次观看 • 1 年前

Earth: A System of Systems This visualization reveals that the Earth system, like the human body, comprises diverse components that interact in complex ways Credit: NASA's Goddard Space Flight Center

Earth: A System of Systems This visualization reveals that the Earth system, like the human body, comprises diverse components that interact in complex ways Credit: NASA's Goddard Space Flight Center

World and Science

17,142 次观看 • 9 个月前

Archetype AI published a new paper demonstrating how an AI model can encode and predict physical behaviours. Newton, the startup's ‘Large Behavior Model’, can learn complex physics principles directly from raw sensor data, without any human guidance.

Archetype AI published a new paper demonstrating how an AI model can encode and predict physical behaviours. Newton, the startup's ‘Large Behavior Model’, can learn complex physics principles directly from raw sensor data, without any human guidance.

Brett Adcock

25,962 次观看 • 1 年前

Joscha Bach says physical systems like brains and computers cannot be conscious, because consciousness is a simulated property that only exists inside of a dream

Joscha Bach says physical systems like brains and computers cannot be conscious, because consciousness is a simulated property that only exists inside of a dream

Tsarathustra

199,775 次观看 • 2 年前

📁 Demis Hassabis, CEO of DeepMind, says AI is still missing critical capabilities. He explains that current systems cannot plan far ahead or reason like top human scientists, because they lack a deep model of the world. They can process text, images, and video, but they still don’t understand physics, causality, or how actions affect outcomes over time.

📁 Demis Hassabis, CEO of DeepMind, says AI is still missing critical capabilities. He explains that current systems cannot plan far ahead or reason like top human scientists, because they lack a deep model of the world. They can process text, images, and video, but they still don’t understand physics, causality, or how actions affect outcomes over time.

Jon Hernandez

63,723 次观看 • 5 个月前

2027 Election: INEC Must Build A System That AI Cannot Manipulate — Aboh Abel

2027 Election: INEC Must Build A System That AI Cannot Manipulate — Aboh Abel

Channels Television

11,523 次观看 • 5 个月前

“An AI that can act before it understands is not reliable infrastructure.” Yann LeCun, Meta’s Chief AI Scientist and one of the fathers of modern deep learning, says current LLMs are intrinsically unsafe. Not because they are evil, but because they hallucinate, lack common sense, and cannot reliably predict the consequences of agentic actions.

“An AI that can act before it understands is not reliable infrastructure.” Yann LeCun, Meta’s Chief AI Scientist and one of the fathers of modern deep learning, says current LLMs are intrinsically unsafe. Not because they are evil, but because they hallucinate, lack common sense, and cannot reliably predict the consequences of agentic actions.

Jon Hernandez

10,481 次观看 • 1 个月前

Yann Lecun says within the next 3-5 years we will see the emergence of a new paradigm of AI architectures that don't have the limitations of current systems, leading to a revolution in AI capabilities

Yann Lecun says within the next 3-5 years we will see the emergence of a new paradigm of AI architectures that don't have the limitations of current systems, leading to a revolution in AI capabilities

Tsarathustra

170,786 次观看 • 1 年前

Jokić says he'll maybe perform 50 Cent's 'Many Men' in the future 😆

Jokić says he'll maybe perform 50 Cent's 'Many Men' in the future 😆

NBA

222,492 次观看 • 1 年前

The singularity promises we become everything. Stephen Wolfram says that may be the moment we become nothing. A self is a bounded pattern. Remove the limits and it's no longer that pattern. That's the real singularity.

The singularity promises we become everything. Stephen Wolfram says that may be the moment we become nothing. A self is a bounded pattern. Remove the limits and it's no longer that pattern. That's the real singularity.

vitrupo

24,259 次观看 • 4 个月前