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Fei-Fei Li says Stanford's Natural Language computing lab has only 64 GPUs and academia is "falling off a cliff" relative to industry

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Fei-Fei Li (Fei-Fei Li) on limitations of LLMs. "There's no language out there in nature. You don't go out in nature and there's words written in the sky for you.. There is a 3D world that follows laws of physics." Language is purely generated signal.

Fei-Fei Li (Fei-Fei Li) on limitations of LLMs. "There's no language out there in nature. You don't go out in nature and there's words written in the sky for you.. There is a 3D world that follows laws of physics." Language is purely generated signal.

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📁 Fei-Fei Li, former Google Chief Scientist, says the industry is dangerously fixated on language models. Most of the real economy is physical, perceptual and spatial. Once AI fully understands the visual world, it stops being a chatbot and starts becoming infrastructure.

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Dr. Fei-Fei Li (Fei-Fei Li) on asking audacious questions:

Dr. Fei-Fei Li (Fei-Fei Li) on asking audacious questions:

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The moment is right to push forward into a new frontier for AI — one that is as fundamental as language, says Fei-Fei Li. That frontier is visual spatial intelligence. With Justin Johnson (Justin Johnson), her cofounder at World Labs, and a16z's martin_casado, Fei-Fei explains what unlocking this technology could mean, and why we’re in the midst of a “Cambrian explosion”:

The moment is right to push forward into a new frontier for AI — one that is as fundamental as language, says Fei-Fei Li. That frontier is visual spatial intelligence. With Justin Johnson (Justin Johnson), her cofounder at World Labs, and a16z's martin_casado, Fei-Fei explains what unlocking this technology could mean, and why we’re in the midst of a “Cambrian explosion”:

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Fei-Fei Li: Open Source AI Needs To Be Protected⁣ ⁣ "I think open source should be protected. If there is efforts of open source both in public sector as like academia as well as private sector is so important. It's so important for the entrepreneurial ecosystem." — Fei-Fei Li

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Fei-Fei Li says AI is not over-hyped; it is a civilizational technology that represents the new computing Wherever chips exist today, from light bulbs to self-driving cars, AI will inevitably follow "wherever there is compute, there will be AI"

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Stanford Deep Learning for Computer Vision taught by Professor Fei-Fei Li (Fei-Fei Li) and Assistant Professor Ehsan Adeli. Such an enjoyable YT series. (link in comment)

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"Can AI ever be Newton? Can AI ever be Einstein? Can AI ever be Picasso?" Dr. Fei-Fei Li ( Fei-Fei Li ) gives a very simple explanations of how today's AI still has a long way to go. --- From 'FII Institute' YT channel (full link in comment).

"Can AI ever be Newton? Can AI ever be Einstein? Can AI ever be Picasso?" Dr. Fei-Fei Li ( Fei-Fei Li ) gives a very simple explanations of how today's AI still has a long way to go. --- From 'FII Institute' YT channel (full link in comment).

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.Fei-Fei Li, aka The Godmother of AI, discusses her latest startup, World Labs, and why "Spatial" intelligence is a new foundational technology

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📁 Fei Fei Li says that a key breakthrough in generative AI is the next token prediction objective, perfectly aligned with the task of producing language. She adds that vision and world modeling are harder because the real world is multimodal and demands observation, interpretation and reasoning. She notes that understanding and creating worlds is far more complex than generating text.

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This is why the future is exciting. Stanford’s Fei-Fei Li shows off how a human controlling a robot with just his mind. The rest of the day’s talks are being live streamed. See my last post.

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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"

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Haider.

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Fei-Fei Li says, she disagrees with Geoffrey Hinton, warning that there's a 10 to 20% chance that AI leads to human extinction If the human race is in trouble, that's a result of humans doing wrong things, not machines doing wrong things

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Using AI to write a sonnet is entertaining. Using AI to help perform heart surgery is game-changing. On Possible, "godmother of AI" Fei-Fei Li talks about her team's quest to unlock spatial intelligence.

Using AI to write a sonnet is entertaining. Using AI to help perform heart surgery is game-changing. On Possible, "godmother of AI" Fei-Fei Li talks about her team's quest to unlock spatial intelligence.

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Dr. Fei-Fei Li (Fei-Fei Li), the Godmother of AI, on the origin of computer vision and why spatial intelligence is the next frontier. At AI Startup School in San Francisco. 01:00 - Origins of ImageNet 02:15 - The Dream to Make Machines See 03:28 - A paradigm shift in AI 05:50 - AlexNet and Deep Learning 08:00 - Evolving Computer Vision 12:20 - Building World Labs 13:00 - The next frontier in AI 14:20 - Why Spatial Intelligence Is Harder Than Language 18:40 - Technical Barriers for Vision-Based AI 20:00 - AI is more than LLMs 25:50 - Fei Fei’s Journey 29:30 - Mentoring some of the legends of AI 33:00 - Audience Q&A

Dr. Fei-Fei Li (Fei-Fei Li), the Godmother of AI, on the origin of computer vision and why spatial intelligence is the next frontier. At AI Startup School in San Francisco. 01:00 - Origins of ImageNet 02:15 - The Dream to Make Machines See 03:28 - A paradigm shift in AI 05:50 - AlexNet and Deep Learning 08:00 - Evolving Computer Vision 12:20 - Building World Labs 13:00 - The next frontier in AI 14:20 - Why Spatial Intelligence Is Harder Than Language 18:40 - Technical Barriers for Vision-Based AI 20:00 - AI is more than LLMs 25:50 - Fei Fei’s Journey 29:30 - Mentoring some of the legends of AI 33:00 - Audience Q&A

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🚀Two weeks ago, we hosted a welcome party for the newest member of our Stanford Vision and Learning Lab—a new robot! 🤖✨Watch as Fei-Fei Li interacts with it in this fun video. Exciting release coming soon. Stay tuned! 👀🎉

🚀Two weeks ago, we hosted a welcome party for the newest member of our Stanford Vision and Learning Lab—a new robot! 🤖✨Watch as Fei-Fei Li interacts with it in this fun video. Exciting release coming soon. Stay tuned! 👀🎉

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📁 Fei-Fei Li founder of World Labs, says the next leap in AI is not language. Human intelligence does not just speak, it moves, perceives, and acts in the physical world. Spatial intelligence is the real core of intelligence. From text to space, from models to 3D and 4D worlds, from understanding words to interacting with reality. The next chapter is not read, it is inhabited.

📁 Fei-Fei Li founder of World Labs, says the next leap in AI is not language. Human intelligence does not just speak, it moves, perceives, and acts in the physical world. Spatial intelligence is the real core of intelligence. From text to space, from models to 3D and 4D worlds, from understanding words to interacting with reality. The next chapter is not read, it is inhabited.

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Fei-Fei Li warns against surrendering agency to AI, authoritarianism, or a distorted internet losing agency means losing something fundamental about being human. "we shouldn’t give that up"

Fei-Fei Li warns against surrendering agency to AI, authoritarianism, or a distorted internet losing agency means losing something fundamental about being human. "we shouldn’t give that up"

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Spatial intelligence enables the next interface. World Labs co-founders Fei-Fei Li and Justin Johnson say that blending digital and physical worlds simplifies UX and brings agents to the 3D world.

Spatial intelligence enables the next interface. World Labs co-founders Fei-Fei Li and Justin Johnson say that blending digital and physical worlds simplifies UX and brings agents to the 3D world.

a16z

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