Video wird geladen...

Video konnte nicht geladen werden

Zur Startseite

Most humanoid robots will fail. Not because of bad models. But because they were never tested in the real world. One ex-NVIDIA saw this early. He quit. And built the missing infrastructure for Embodied AI. 🧵

IlirAliu_'s profile picture

Ilir Aliu

26,558 subscribers

38,471 Aufrufe • vor 6 Monaten •via X (Twitter)

Wissenschaft & Technologie
LIVE

Anya Rossi• Live Now

Private livecam show

0 Kommentare

Keine Kommentare verfügbar

Kommentare vom Original-Post werden hier angezeigt

Ähnliche Videos

Most AI pilots do not fail because the model is weak. They fail because the enterprise underneath it was never built for production AI. → Data volume → Latency → Deployment cycles → Legacy dependencies → Technical debt This is the infrastructure problem nobody is talking about. Sponsored by Amazon Web Services. #AWSpartner
2:01

Most AI pilots do not fail because the model is weak. They fail because the enterprise underneath it was never built for production AI. → Data volume → Latency → Deployment cycles → Legacy dependencies → Technical debt This is the infrastructure problem nobody is talking about. Sponsored by Amazon Web Services. #AWSpartner

Ronald van Loon

21,532,647 Aufrufe • vor 2 Monaten

PRESIDENT TRUMP 🇺🇸 “Never quit. I’ve seen some of the most brilliant people in the world that never made it because they were quitters.”
1:01

PRESIDENT TRUMP 🇺🇸 “Never quit. I’ve seen some of the most brilliant people in the world that never made it because they were quitters.”

The ₿itcoin Therapist

144,320 Aufrufe • vor 7 Monaten

Real World AI doesn’t fail because of models. It fails because it lacks context. Project Jade shows true spatial intelligence through an embodied AI experience on Snap Spectacles. 👓 Ready for the next AI wave? Niantic Spatial is already here. (1/4) 🔗
1:00

Real World AI doesn’t fail because of models. It fails because it lacks context. Project Jade shows true spatial intelligence through an embodied AI experience on Snap Spectacles. 👓 Ready for the next AI wave? Niantic Spatial is already here. (1/4) 🔗

Niantic Spatial 🌎

16,582 Aufrufe • vor 7 Monaten

Most AI agents built today will be useless in 6 months. Not because the tech moves fast… But because they're locked inside frameworks that will get replaced. Here's what most builders are missing 👇
0:26

Most AI agents built today will be useless in 6 months. Not because the tech moves fast… But because they're locked inside frameworks that will get replaced. Here's what most builders are missing 👇

Amit

19,284 Aufrufe • vor 4 Monaten

Why I’m bullish on AI in 2026 2026 feels like the year AI becomes impossible to ignore. Not because of better chatbots, but because AI starts doing real work. Agents will run tasks end to end, humanoid robots will actually work in factories, and suddenly the labor market feels very different. That’s when the disbelief fades. Demis Hassabis basically confirmed it: reliable agentic systems, a real robotics push, useful on-device assistants, and world models that let AI plan in the real world. That combo is explosive. Once people see robots on factory floors and AI agents quietly replacing office tasks, the conversation changes. AI stops being hype and starts being reality. That’s why 2026 matters
0:50

Why I’m bullish on AI in 2026 2026 feels like the year AI becomes impossible to ignore. Not because of better chatbots, but because AI starts doing real work. Agents will run tasks end to end, humanoid robots will actually work in factories, and suddenly the labor market feels very different. That’s when the disbelief fades. Demis Hassabis basically confirmed it: reliable agentic systems, a real robotics push, useful on-device assistants, and world models that let AI plan in the real world. That combo is explosive. Once people see robots on factory floors and AI agents quietly replacing office tasks, the conversation changes. AI stops being hype and starts being reality. That’s why 2026 matters

VraserX e/acc

13,939 Aufrufe • vor 7 Monaten

Bloomberg warns that China’s AI price war may make profitability difficult for years. They should be more worried about Wall Street. If the price war continues, the real casualty may not be AI. It may be the entire valuation structure built around it. OpenAI and Anthropic are valued as though frontier intelligence will remain scarce, expensive, and capable of producing software-like margins. Hyperscalers are spending hundreds of billions on infrastructure based on that assumption. Nvidia’s valuation depends on those capital expenditures continuing for years. But Chinese models are driving token prices toward commodity levels. Usage can explode while revenue per token collapses. The servers become busier. The models become cheaper. The profits fail to appear. Nvidia has real revenue and real margins, so it is not the weakest link. But even Nvidia is priced on the belief that today’s extraordinary AI capital expenditure will remain economically justified. If cheaper models, better efficiency, and open weights destroy the expected returns on that infrastructure, Wall Street will not merely reprice OpenAI and Anthropic. It will reprice the entire AI chain. America built the AI bubble on Nvidia. Nvidia built its empire on TSMC. Taiwan built its economic security around TSMC. If Chinese efficiency destroys the economics of brute-force AI, the repricing will not stop in Silicon Valley. It will cross the Pacific and land in Hsinchu. AI may continue transforming the world while the AI bubble collapses. The internet survived 2000. The valuations did not.
3:03

Bloomberg warns that China’s AI price war may make profitability difficult for years. They should be more worried about Wall Street. If the price war continues, the real casualty may not be AI. It may be the entire valuation structure built around it. OpenAI and Anthropic are valued as though frontier intelligence will remain scarce, expensive, and capable of producing software-like margins. Hyperscalers are spending hundreds of billions on infrastructure based on that assumption. Nvidia’s valuation depends on those capital expenditures continuing for years. But Chinese models are driving token prices toward commodity levels. Usage can explode while revenue per token collapses. The servers become busier. The models become cheaper. The profits fail to appear. Nvidia has real revenue and real margins, so it is not the weakest link. But even Nvidia is priced on the belief that today’s extraordinary AI capital expenditure will remain economically justified. If cheaper models, better efficiency, and open weights destroy the expected returns on that infrastructure, Wall Street will not merely reprice OpenAI and Anthropic. It will reprice the entire AI chain. America built the AI bubble on Nvidia. Nvidia built its empire on TSMC. Taiwan built its economic security around TSMC. If Chinese efficiency destroys the economics of brute-force AI, the repricing will not stop in Silicon Valley. It will cross the Pacific and land in Hsinchu. AI may continue transforming the world while the AI bubble collapses. The internet survived 2000. The valuations did not.

𝘊𝘰𝘳𝘳𝘪𝘯𝘦

13,927 Aufrufe • vor 16 Tagen

Robots don't fail because they can't move. They fail because they don't understand what happens next. Markov Robotics tested every model on Hugging Face against this problem. LTX passed first, by a wide margin. LTX compresses video into fewer tokens than any other model, built to run physical AI at the speed robots need. Markov calls it the first real path to generalizable dexterity. Watch it happen.
2:18

Robots don't fail because they can't move. They fail because they don't understand what happens next. Markov Robotics tested every model on Hugging Face against this problem. LTX passed first, by a wide margin. LTX compresses video into fewer tokens than any other model, built to run physical AI at the speed robots need. Markov calls it the first real path to generalizable dexterity. Watch it happen.

LTX.io

135,521 Aufrufe • vor 8 Tagen

OpenAI is building its AI into humanoid robots. The company just invested in Figure and signed a collaboration agreement to develop next-generation AI models for robots. Embodied AI is coming in 2024. But there's more: Figure also raised $675M at a whopping $2.6B valuation (while only being founded in 2022!) On top of OpenAI, new investors include Jeff Bezos, NVIDIA, Microsoft, Intel, OpenAI, and more.
1:21

OpenAI is building its AI into humanoid robots. The company just invested in Figure and signed a collaboration agreement to develop next-generation AI models for robots. Embodied AI is coming in 2024. But there's more: Figure also raised $675M at a whopping $2.6B valuation (while only being founded in 2022!) On top of OpenAI, new investors include Jeff Bezos, NVIDIA, Microsoft, Intel, OpenAI, and more.

Rowan Cheung

175,621 Aufrufe • vor 2 Jahren

Most AI workflows fail not because of the model, but because of the architecture. Introducing Exosphere: - Parallelization - Reliability - Developer Experience To scale any AI workflow. Link in comments.
1:31

Most AI workflows fail not because of the model, but because of the architecture. Introducing Exosphere: - Parallelization - Reliability - Developer Experience To scale any AI workflow. Link in comments.

Nivedit Jain

20,979 Aufrufe • vor 11 Monaten

🚨 NEURA unveils “NEURA Gym” — a physical AI training ground for robots. Hundreds of humanoids and robotic systems will learn real-world skills side by side, collecting data that feeds into the Neuraverse — a global infrastructure for embodied AI.
0:23

🚨 NEURA unveils “NEURA Gym” — a physical AI training ground for robots. Hundreds of humanoids and robotic systems will learn real-world skills side by side, collecting data that feeds into the Neuraverse — a global infrastructure for embodied AI.

Humanoids daily

25,469 Aufrufe • vor 10 Monaten

How do you explain world models to your sibling? 🤖 NVIDIA Cosmos helps physical AI reason about real-world interactions and simulate possible futures before acting in the real world. Or, as they might put it, it teaches robots to dream. 💭
1:14

How do you explain world models to your sibling? 🤖 NVIDIA Cosmos helps physical AI reason about real-world interactions and simulate possible futures before acting in the real world. Or, as they might put it, it teaches robots to dream. 💭

NVIDIA

89,292 Aufrufe • vor 14 Tagen

“A true believer will not fail to love the Lord. He may not love the Lord as he should, but he will not fail to love the Lord. A true believer will not fail to love others. He may not love others as he should, but he will not fail to love others. What about that person who professes to be a Christian turns away, walks away, denies Christ, denies the gospel, shows no love for the Lord—no love for the believers, no love for the church—no love for the word of God? The Bible clearly explains that in 1 John 2:19, “they went out from us because they never were of us. If they had been of us, they would’ve continued with us, but they went out from us that it might be made manifest.” They never were of us.” — John MacArthur
3:27

“A true believer will not fail to love the Lord. He may not love the Lord as he should, but he will not fail to love the Lord. A true believer will not fail to love others. He may not love others as he should, but he will not fail to love others. What about that person who professes to be a Christian turns away, walks away, denies Christ, denies the gospel, shows no love for the Lord—no love for the believers, no love for the church—no love for the word of God? The Bible clearly explains that in 1 John 2:19, “they went out from us because they never were of us. If they had been of us, they would’ve continued with us, but they went out from us that it might be made manifest.” They never were of us.” — John MacArthur

Terri Green

19,759 Aufrufe • vor 1 Monat

Elon Musk says Optimus is the infinite money glitch. Not because robots are valuable. Because robots can make more robots. Musk explained that humanoid robots improve through three exponential trends multiplied together: digital intelligence, AI chip capability, and electromechanical dexterity. But the real unlock is that the robot can start making the robots. "So you have a recursive multiplicative exponential," he said. "This is a supernova." Musk's thesis is that once you have a physical robot capable of manufacturing, the production curve stops being linear and becomes self-replicating. Every robot built accelerates the building of the next one. The implication is that the companies that control physical manufacturing will control AI's future, not the ones with the best models. The bottleneck is not intelligence. It is atoms.
2:07

Elon Musk says Optimus is the infinite money glitch. Not because robots are valuable. Because robots can make more robots. Musk explained that humanoid robots improve through three exponential trends multiplied together: digital intelligence, AI chip capability, and electromechanical dexterity. But the real unlock is that the robot can start making the robots. "So you have a recursive multiplicative exponential," he said. "This is a supernova." Musk's thesis is that once you have a physical robot capable of manufacturing, the production curve stops being linear and becomes self-replicating. Every robot built accelerates the building of the next one. The implication is that the companies that control physical manufacturing will control AI's future, not the ones with the best models. The bottleneck is not intelligence. It is atoms.

Shruti

59,257 Aufrufe • vor 2 Monaten

In the future we will have AI powered Robotic Kids They will never grow old, always keep you company… because they are robots. Disney will sell them to you 😱 🧵 A Thread
0:28

In the future we will have AI powered Robotic Kids They will never grow old, always keep you company… because they are robots. Disney will sell them to you 😱 🧵 A Thread

Linus ✦ Ekenstam

301,083 Aufrufe • vor 2 Jahren

Physical AI is the biggest opportunity most people are sleepwalking past. "Physical AI is a $50 trillion market." - Jensen at The All-In Podcast Robots. Autonomous vehicles. Embodied AI. The infrastructure to power all of it. Nvidia isn't just selling GPUs anymore. They're building the OS for the physical AI era.
5:50

Physical AI is the biggest opportunity most people are sleepwalking past. "Physical AI is a $50 trillion market." - Jensen at The All-In Podcast Robots. Autonomous vehicles. Embodied AI. The infrastructure to power all of it. Nvidia isn't just selling GPUs anymore. They're building the OS for the physical AI era.

Shruti

51,545 Aufrufe • vor 5 Monaten