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Breaking 16 March2026 at nvidia youtube today replay Jensen GTU speech - his global update of partners and purposes of computers with billion times more maths brainpower than separate human minds- note search out last time jensen keynoted in place you care about for more personalised ai agency nb jensen cases cover all tech needs to bring together to advance human work - eg 5 layers of full stack ai - energy , supercomputer chips, place unique investment purpose of tech and peoples, ai models, scaling community actions/aps. There are at least 3 gameboards beyond LLM agency: Einsteins' solutions to natures biggest puzzles such as illnesses and resource sustainability, space, how world class citizens demand last mile services from autonomous robots and eg drones.

Nptable other talks include: open models (below) updaye on robotics, and futures as anticipated by nvidia's daly and googe's dean

Breaking Jensen Huang hosts open model session

Open Models: Where We Are and Where We’re Headed [S82480] March 18 3.30est

Harrison Chase | Co-Founder and CEO | LangChain

Jensen Huang | Founder and CEO | NVIDIA

Michael Truell | CEO and Co-Founder | Cursor

Misha Laskin | Co-founder and CEO | Reflection AI

Aravind Srinivas | CEO & Co-founder | Perplexity

Mira Murati | Founder and CEO | Thinking Machines Lab

Arthur Mensch | Co-Founder and CEO | Mistral

Daniel Nadler | CEO | OpenEvidence

Hanna Hajishirzi | Professor, Sr. Director NLP | AI2

Anjney Midha | Founder | Founder, AMP PBC

Robin Rombach | Co-Founder and CEO | Black Forest Labs

Help us clarify which ai superstars you may want to know Case Jensen Huang One of keys to life in 2026 is understand 3 million fold tech chnages: what did people do with million fold more chip power 1965-95 then 95-2025 what did they do with million times deeper computer brainpower acceleration and million fold more data transmitted by satellites between communities and clouds. Jensen Huang connected more partnerships than anyone else we know in deeper compute
P1.1 // P2.1 \\ Technology is useless unless it benefits everybody. Jensen Huang has done most to design machines with billion times more maths brainpower than separate human minds. He's up for helping anywhere that wants to democratise intelligence eg  2026India Feb  indiasovai26-1.docx  , Santa Clara March, DC May SCSP.ai ai+expo
To non-mathematicians Jensen says dont worry; discusspurposes of peoplewho bring you AI. Connect your peer network(or home community) to someone transparently scaling the purpose your peoples most need to advance 
Help clarify purposes Jensen is helpig diggerent places with - which jensen keynote are you interested in rsvp chris.macrae@yahoo.co.uk - example washington dc october 205 jensen updated 5 purposes:
TECH MANUFACTURING: His Taiwan partners TSMG & Foxconn have brought trump factories manufacturing superchips and advanced consumer tech
AI FACTORY Nvidia partners have helped us national supercomputers run by Department of Energy install 7/8 AI factory supercomputers - lead applications include biotech, energy ,
US QUANTUM He has arranged for about 15 Quantum boutiques to help advance US quantum supporting energy and other deep science need   
US 6G he has arranged for Nvidia to help US regain 6g leadership
US Last mile Transportation Autonomy With uber he's arranged for US to keep track of where world cllass cities are benchmarking both self driving cars and any last mile advances in autonomous machines
NB Nvidia Jensen is unique position to help with purposes because he has not only built the supercomputers AI performs on but cuda application libraries of most of the world leading uses of AI
.
 
click to GROK Answer AO,  to Q0 at ASAI - question 0 if there are at least 4 different jensen AI wonderlands, why is so much chat distracted by one AGI?

Apps-Agents

Million AI Mods

Data Sov Invest  Platforms

Chips

Energy

........

........
help build llm fed top 100 jensen huang actions -LInkedin:  chris.macrae@yahoo.co.uk
. .
................................
ALPAMAYO: happy ai 2026 wonderful news https://www.youtube.com/live/L0jJrzFMbP8?si=RNIy98UOclj9c2hZ&t=... mercedez benz has designed car with 25+ sensors which is not only driving's safest but could be intelligence data any city needs to transform from being run by gangs 4 best chances to understand this ces LV yesterday, nvidia santa clara march, scsp.ai ai+expo dc may, computex taiwan june?
help needed - updating list of jensen huang INTELLIGENCE  top 100 videos and transcripts fed into llm open micro agent JH -nb some dates to verify (my viewing versus first posted)
Dec 27, 2025 from nox queen elizabeth engineering awards
-see also king Charles hands Huang copy of personal questions 2024-2025
(3447) Oral History of Jensen Huang - YouTube www.youtube.com
Dec 25, 2025 
(3447) Nvidia Acquires Groq for $20 Billion: Why Jensen Huang Just Bought the Future - YouTube www.youtube.com
Dec 25, 2025 

(3397) SCSP.ai  Episode 31: A Conversation with Jensen Huang - YouTube www.youtube.com
Dec 19, 2025 
Jensen Huang Is NOT Backing Down — Google & AWS Bring Their Hardest AI Chips Yet - YouTube www.youtube.com
Dec 14, 2025 
(3346) NVIDIA’s Jensen Huang on Securing American Leadership on AI - YouTube www.youtube.com
Dec 14, 2025 
(3342) Jensen Huang: AI Energy War, US–China Chip Rivalry and Next Revolution|黃仁勳最新訪談:AI能源戰、美中晶片攻防與下一場工業革命 - YouTube www.youtube.com
Dec 13, 2025 

Dec 6, 2025
jensen Stuns Washington DC thinktank clarifies 5 layer AI model : 1 energy; 2 chipsd ghardware; 3 software platforms applied as data sovereignty investments
4 1.5 million ai models
5 billions  of action aps at edge mainly generated by open ai models

LIVE | Macron Tours VivaTech 2025, Joins Nvidia CEO Jensen Huang & Mistral's Arthur Mensch | APT - YouTube www.youtube.com 
Dec 6, 2025 reprise of summer breakthrough - macron sys jensen has done his job for him - can now retire with france and eu intelligence opening up

(3330) How Jensen Huang’s Children Quietly Took Over Nvidia - YouTube www.youtube.com
Dec 4, 2025 -well actually this is about nvidia future of humanoids serving safe cities - it also raises question - who's collecting last mile data (surprsie at google eats and aurora- brookings 555penn - mid december

(3240) A Conversation with NVIDIA CEO Jensen Huang – The Future of AI and Energy - YouTube www.youtube.com
Dec 1, 2025

A Conversation with NVIDIA CEO Jensen Huang – The Future of AI and Energy - YouTube www.youtube.com
Dec 1, 2025

(3357) "jensen huang" - YouTube www.youtube.com
Dec 14, 2025

(3346) NVIDIA’s Jensen Huang on Securing American Leadership on AI - YouTube www.youtube.com
Dec 14, 2025
(3342) Jensen Huang: AI Energy War, US–China Chip Rivalry and Next Revolution|黃仁勳最新訪談:AI能源戰、美中晶片攻防與下一場工業革命 - YouTube www.youtube.com

Dec 13, 2025
(3346) NVIDIA’s Jensen Huang on Securing American Leadership on AI - YouTube www.youtube.com

Dec 12, 2025
(3330) How Jensen Huang’s Children Quietly Took Over Nvidia - YouTube www.youtube.com

Dec 11, 2025
(3322) NVIDIA’s Jensen Huang on Securing American Leadership on AI - YouTube www.youtube.com

Dec 11, 2025
(3346) NVIDIA’s Jensen Huang on Securing American Leadership on AI - YouTube www.youtube.com

Dec 11, 2025
NVIDIA’s Jensen Huang on Securing American Leadership on AI - YouTube www.youtube.com

Dec 11, 2025
(3346) NVIDIA’s Jensen Huang on Securing American Leadership on AI - YouTube www.youtube.com

Dec 9, 2025
NVIDIA’s Jensen Huang on Securing American Leadership on AI - YouTube www.youtube.com

Dec 9, 2025
(3307) Jensen Huang’s Keynote Highlights at NVIDIA GTC Washington, D.C. - YouTube www.youtube.com

Dec 9, 2025
(3307) NVIDIA CEO Jensen Huang Warns: China May Outperform the U.S. in Tech | Full Interview | AI1G - YouTube www.youtube.com

Dec 9, 2025
(3303) NVIDIA’s Jensen Huang on Securing American Leadership on AI - YouTube www.youtube.com

(2963) Nvidia's Jensen Huang on AI & the Next Frontier of Growth - YouTube www.youtube.com
Oct 27, 2025

NVIDIA's Founder & CEO, Jensen Huang Fireside Chat With Mukesh Ambani | NVIDIA AI Summit | CNBC TV18 - YouTube www.youtube.com
Oct 24, 2025

(2943) Nvidia's Jensen Huang Hand-Delivers World's Smallest Supercomputer To Elon Musk - YouTube www.youtube.com
Oct 23, 2025

(2963) Nvidia's Jensen Huang on AI & the Next Frontier of Growth - YouTube www.youtube.com
Oct 23, 2025

(2943) jensen huang - YouTube www.youtube.com
Oct 23, 2025

(2943) jensen huang - YouTube www.youtube.com
Oct 23, 2025

(2943) How Jensen Works - YouTube www.youtube.com
Oct 23, 2025

Found 118 search results for 'youtube jensen' (2942) Jensen Huang Special Address from NVIDIA AI Summit Japan - YouTube www.youtube.com
Oct 23, 2025
APEC CEO Summit - NVIDIA JHH Special Address
November 2025
, NVIDIA
01:43:08
NVIDIA GTC Washington, D.C. Keynote
NVIDIA GTC Washington, D.C. Keynote
October 2025
, Founder and CEO, NVIDIA
01:36:55
GTC Paris Keynote at VivaTech
GTC Paris Keynote at VivaTech
June 2025
, Founder and CEO, NVIDIA
01:42:51
NVIDIA CEO Jensen Huang Keynote at COMPUTEX 2025
NVIDIA CEO Jensen Huang Keynote at COMPUTEX 2025
May 2025
, Founder and CEO, NVIDIA
02:11:48
GTC 2025 Keynote
GTC 2025 Keynote
March 2025
, Founder and CEO, NVIDIA
02:03:20
Quantum Computing: Where We Are and Where We’re Headed
Quantum Computing: Where We Are and Where We’re 
March 2025
, Founder and CEO, Atom Computing
, CEO, D-Wave
, Technical Fellow, Microsoft
, CEO and Co-Founder, SEEQC
, Founder and CEO, NVIDIA
, Chief Executive Officer , Pasqal
, CEO, Infleqtion
, Joshua and Beth Friedman University Professor, QuEra Computing
, General Manager, Quantum Technologies, AWS
, CEO, Rigetti
, Co-Founder and Chief Scientific Officer, PsiQuantum
, Executive Chair, IonQ
, Chief Scientist and Co-Founder, Quantum Circuits
, President and CEO , Quantinuum
, CEO and Co-Founder , Alice & Bob
01:36:59
NVIDIA CEO Jensen Huang Keynote at CES 2025
NVIDIA CEO Jensen Huang Keynote at CES 2025
February 2025
, Co-founder, president and CEO, NVIDIA
NVIDIA SC24 Special Address
NVIDIA SC24 Special Address
January 2025
, VP & GM, Hyperscale & HPC, NVIDIA
, NVIDIA
01:26:51
AI Summit Japan 2024 Fireside Chat
AI Summit Japan 2024 Fireside Chat
November 2024
, Chairman and CEO, Softbank
, Founder, President and CEO, NVIDIA Corporation
44:38
NVIDIA CEO Jensen Huang’s Special Address at AI Summit India
NVIDIA CEO Jensen Huang’s Special Address at AI 
October 2024
, Founder and CEO, NVIDIA
58:36
AI and The Next Computing Platforms With Jensen Huang and Mark Zuckerberg
AI and The Next Computing Platforms With Jensen 
August 2024
, Founder and CEO, Meta
, NVIDIA
59:25
What’s Next in AI: NVIDIA’s Jensen Huang Talks With WIRED’s Lauren Goode
What’s Next in AI: NVIDIA’s Jensen Huang Talks With 
August 2024
, Sr. Writer, WIRED
, NVIDIA
NVIDIA CEO Jensen Huang Keynote at COMPUTEX 2024
June 2024
, Founder and CEO, NVIDIA
01:00:35
Replay – GTC Korean AI Expert Day
Replay – GTC Korean AI Expert Day
May 2024
, NVIDIA
, NVIDIA
, NVIDIA
53:47
Transforming AI
Transforming AI
March 2024
, Co-Founder and Chief Executive Officer, Cohere
, Co-Founder and CEO, Essential AI
, Co-Founder and Chief Executive Officer, Inceptive
, Founder and CEO, NVIDIA
, Co-Founder, NEAR Protocol
, CTO, Sakana AI
, Member of Technical Staff, OpenAI
, Chief Executive Officer and Co-Founder, Character.AI
49:08
Earth-2: Updates on kilometer-scale visualization, simulation, digital twinning, and AI super-resolution
Earth-2: Updates on kilometer-scale visualization,
March 2024
, Principal Engineer and Scientist, AI-HPC , NVIDIA
, Dir. of Climate Simulation Research , NVIDIA
02:03:08
GTC 2024 Keynote
GTC 2024 Keynote
March 2024
, Founder and CEO, NVIDIA
04:54
NVIDIA Nsight Tools Ecosystem
NVIDIA Nsight Tools Ecosystem
February 2024
, Product Marketing Manager, NVIDIA
12:21
NVIDIA CEO Jensen Huang at Microsoft Ignite 2023
NVIDIA CEO Jensen Huang at Microsoft Ignite 2023
January 2024
, CEO, Microsoft
, NVIDIA
07:37
Jensen Huang at VMware Explore 2023 - General Session Keynote
Jensen Huang at VMware Explore 2023 - General 
August 2023
, CEO, VMWare
, Founder and CEO, NVIDIA
02:30
VMware Private AI Foundation with NVIDIA – Readying Enterprises for Generative AI
VMware Private AI Foundation with NVIDIA – Readying 
August 2023
, CEO, VMWare
, Founder and CEO, NVIDIA
01:22:03
NVIDIA Keynote at SIGGRAPH 2023
NVIDIA Keynote at SIGGRAPH 2023
August 2023
, NVIDIA
01:55:57
NVIDIA Keynote at COMPUTEX 2023
NVIDIA Keynote at COMPUTEX 2023
June 2023
, Founder and CEO, NVIDIA
01:05:31
Level Up with NVIDIA: Nsight Graphics - How to Optimize your Game
Level Up with NVIDIA: Nsight Graphics - How to Optimize 
April 2023
Fireside Chat with Ilya Sutskever and Jensen Huang
March 2023
, Founder and CEO, NVIDIA
, Co-founder and Chief Scientist, OpenAI
01:17:51
GTC 2023 Keynote
GTC 2023 Keynote
March 2023
, Founder and CEO, NVIDIA

GTC

14 VIDEOS (23h 28m)
  • GTC 2023 Keynote with NVIDIA CEO Jensen Huang

    GTC 2023 Keynote with NVIDIA CEO Jensen Huang
    MARCH 19, 2023
  • GTC Sept 2022 Keynote with NVIDIA CEO Jensen Huang

    GTC Sept 2022 Keynote with NVIDIA CEO Jensen Huang
    SEPTEMBER 18, 2022
  • GTC 2022 Keynote with NVIDIA CEO Jensen Huang

    GTC 2022 Keynote with NVIDIA CEO Jensen Huang
    MARCH 20, 2022
  • GTC Nov 2021 Keynote with NVIDIA CEO Jensen Huang

    GTC Nov 2021 Keynote with NVIDIA CEO Jensen Huang
    NOVEMBER 7, 2021
  • GTC 2021 Keynote with NVIDIA CEO Jensen Huang

    GTC 2021 Keynote with NVIDIA CEO Jensen Huang
    APRIL 10, 2021
  • GTC 2019 Keynote with NVIDIA CEO Jensen Huang

    GTC 2019 Keynote with NVIDIA CEO Jensen Huang
    MARCH 19, 2019
  • GTC 2018 Keynote with NVIDIA CEO Jensen Huang

    GTC 2018 Keynote with NVIDIA CEO Jensen Huang
    APRIL 9, 2018
  • GTC 2017 Keynote with NVIDIA CEO Jensen Huang

    GTC 2017 Keynote with NVIDIA CEO Jensen Huang
    MAY 10, 2017
  • GTC 2016 Keynote with Gill Pratt, CEO of Toyota Researc

    GTC 2016 Keynote with Gill Pratt, CEO of Toyota Researc
    APRIL 7, 2016
  • GTC 2016 Keynote with Rob High, CTO of IBM Watson

    GTC 2016 Keynote with Rob High, CTO of IBM Watson
    APRIL 6, 2016
  • GTC 2016 Opening Keynote with NVIDIA CEO Jensen Huang

    GTC 2016 Opening Keynote with NVIDIA CEO Jensen Huang
    APRIL 5, 2016
  • GTC 2015 Keynote with Dr. Andrew Ng, Baidu

    GTC 2015 Keynote with Dr. Andrew Ng, Baidu
    MARCH 19, 2015
  • GTC 2015 Keynote with Jeff Dean, Google

    GTC 2015 Keynote with Jeff Dean, Google
    MARCH 18, 2015
  • GTC 2015 Opening Keynote with NVIDIA CEO Jensen Huang

    GTC 2015 Opening Keynote with NVIDIA CEO Jensen Huang
    MARCH 17, 2015

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 GTC 2026 keynote (March 16, 2026) closed with a fun, memorable musical recap — an animated campfire-style song featuring singing robots, a digital avatar of Jensen Huang (sometimes called "TJ" or Toy Jensen), and even a lobster character. It was produced by NVIDIA's creative team using generative AI tools, and it's available as the official closing video on YouTube.The lyrics you shared match the song's content very closely  It's a lighthearted, rhyming summary of the keynote's big themes: the shift from training to inference, agentic AI, OpenClaw/NemoClaw, Vera Rubin architecture, physical AI/robotics, the 5-layer stack, AI factories, and massive compute scaling.
AI Factories Coming Alive
(GTC 2026 Keynote Closing Song – Campfire Recap)
Agents learning how to drive
from open models to robots,
Now we'll break it all down for you:
Compute exploded. What we saw,
from CNN's¹ to open claw².
Agents working across the land
but they need the power to meet demand.
So we solve the problem. It was brewing³
We multiplied compute by 40 million⁴. Once upon an AI time
training was the paradigm⁵
Sure, it taught the models how
but inference⁶ runs the whole world now
Vera⁷ shows us who's the boss
at 35 times less the cost⁸
Blackwell⁹ makes the tokens sing¹⁰;
NVIDIA the inference king¹¹
Yeah factories once took years
Vendors pulling racks and gears built up slowly,
piece by piece. No clear way to scale this beast
DGX¹² and Dynamo¹³ know what to do.
Turning power into revenue.
Agents used to wait and see,
now act autonomously¹⁴
But if they ever try to stray
safe across block¹⁵ and say no way
Nemo Claws¹⁶ there to guard the course.
And yes, my friends, it's open source¹⁷.
Cars that think and droids that run
This ain't the movies. It's all begun
Alpha Mayo¹⁸ calls the shots.
It's a GPT moment¹⁹ for the bots
From sim streets. Now watch them drive
Put your hands up for physical AI²⁰.
Industrial age built what came before.
Now we built for AI even more.
Vera Rubin²¹ plus Groq²²
Make the inference splash.
Put them together. Now it's raining cash.
We build new architecture every year
cos claws keep yelling more tokens here.
The AI stacks for all to make.
So let us all eat five layer cake²³.
The moment's bright.
The path is clear
cos open models led us here.
When data's missing, there's no dispute.
We just generate more with compute.
Robots learning without flaw.
Fueling the four scaling laws²⁴.
The future's here. Won't you come [music] and see?
Welcome all to GTC
Footnotes (Technical Jargon Explained)
  1. CNN's — Refers to Convolutional Neural Networks, the classic deep learning architecture for image/video processing. The song contrasts old-school CNNs with newer agentic/open systems.
  2. Open Claw — OpenClaw, the viral open-source agentic AI platform (by Peter Steinberger) that Jensen called "as big as HTML." NVIDIA backed it with NemoClaw for enterprise safety/privacy.
  3. brewing —  means the problem (inference demand) was building up.
  4. multiplied compute by 40 million — Hyperbolic recap of NVIDIA's claim that effective AI compute has scaled enormously (often cited as millions-fold since early days, tied to Moore's Law + architectural gains).
  5. training was the paradigm — Past era when model training dominated AI progress; now inference (running models) is the bigger workload.
  6. inference — Running a trained model to generate outputs (e.g., tokens in chat); now ~80%+ of AI compute demand per NVIDIA.
  7. Vera — Vera Rubin, NVIDIA's next-gen AI platform (announced at GTC), successor to Blackwell, focused on extreme inference efficiency.
  8. 35 times less the cost — Vera Rubin's claimed 35× better inference performance per dollar vs. prior gens.
  9. Blackwell — NVIDIA's current flagship GPU architecture (B200 etc.), powering massive inference scale.
  10. tokens sing — Tokens (sub-word units in LLMs) "flow" smoothly; playful way to say high-throughput generation.
  11. inference king — NVIDIA dominates inference hardware market.
  12. DGX — NVIDIA's AI supercomputer line (e.g., DGX systems for enterprise AI factories).
  13. Dynamo — Likely Dynamo, NVIDIA's AI data engine/orchestration for scaling AI factories.
  14. act autonomously — Core of agentic AI: agents plan, reason, use tools, and execute independently.
  15. safe across block — "Safe across the board" + blockchain-like safety? Likely NemoClaw's guardrails preventing unsafe actions.
  16. Nemo Claws — NemoClaw, NVIDIA's secure, policy-enforcing runtime built on OpenClaw.
  17. open source — OpenClaw is fully open-source, a big theme.
  18. Alpamayo  -A family of open-source Vision-Language-Action (VLA) models (e.g., Alpamayo 1 and Alpamayo 1.5) that enable vehicles to perceive (from cameras/sensors), reason (chain-of-thought explanations for decisions), and act (generate safe driving trajectories). It bridges interpretable reasoning with precise control to handle "long-tail" (rare/edge-case) driving scenarios safely and transparently.Includes supporting tools like AlpaSim (simulation framework) and Physical AI Open Datasets (1,700+ hours of diverse driving data). Available on GitHub, Hugging Face, and NVIDIA Developer resources — fully open for research and development.
  19. GPT moment for the bots — Like ChatGPT's 2022 explosion, but now for physical robots/agents.
  20. physical AI — Embodied AI/robotics (humanoids, autonomous machines) powered by NVIDIA (Isaac GR00T etc.).
  21. Vera Rubin — See #7.
  22. Groq — Groq's LPU (Language Processing Unit), inference-specialized chip; Jensen name-dropped it as complementary/fast inference.
  23. five layer cake — Jensen's "AI 5-layer cake": energy → chips → infrastructure → models → applications (Layer 5 = agentic/community apps). 
  24. four scaling laws — Chinchilla/Kaplan scaling laws (data, compute, parameters, inference scaling); now extended to robotics/physical AI.
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chartering how intelligence coded by brands. pixels. language 2026 launch Neumann ai halls of fame celebrating maths deepest trusts
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https://www.youtube.com/watch?v=gwW8GKwHB3I&t=3840s
Prediction AI must urgently change education - how teachers and students spend their time- but this doesn't have to mean less teachers
You just give every one of those teachers a personalized curriculum for every student in the room. It makes them all bionic and leads to a lot more. Every single student will be assisted by AI,
but every single student will need great teachers. Yeah. Yeah. Amazing.
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where is AI have a true impact on the health care system?

Jensen : There's several several areas that Nvidia is involved in in um in healthcare. 1) AI physics and that's AI biology using AI to understand represent behavior biologically
that's very important in drug discovery. There's second which is AI agents and that's where the assistance and helping diagnosis and things like that. Two native ai companies : Open evidence and Hippocratic are really good examples.
. A third part that we're in involved in is physical AI.to understand the properties of the laws of physics and that's used for robotic surgery Every single instrument whether it's ultrasound or CT or whatever we interact with in a hospital in the future will be agentic.
IE open claw in a safe version will be inside every single instrument. Footnote Jensen listed 100 native ai companies at GTC 2026 https://www.economistdiary.com/

Jensen Huang: Nvidia's Future, Physical AI, Rise of the Agent, Inference Explosion, AI PR Crisis

(0:00) Jensen Huang joins the show! (0:26) Acquiring Groq and the inference explosion (8:53) Decision making at the world's most valuable company (10:47) Physical AI's $50T market, OpenClaw's future, the new operating system for modern AI computing...





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chartering how intelligence coded by brands. pixels. language 2026 launch Neumann ai halls of fame celebrating maths deepest trusts
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https://youtu.be/gwW8GKwHB3I?si=GmhS_a6bmX0KQ8YX&t=3120
when are we to see humanoid robots in the home, and is China ahead on thiis?


Jensen, actually the US invented the industry largely.
you could argue we got into it too soon and We got tired um about five years before the enabling technology appeared.. But it's here now. From the point of high functioning existence proof, to reasonable products technology never takes more than a couple two three cycles. And so a couple
that will likely be three years to 5 years away before we have robots all over the place..
Yes I think China is formidable in humanoids and the reason for that is because their micro electronics,
motors, their rare earth, their magnets, which are foundational to robotics, they are the world's best. And so in a lot of ways, our robotics industry relies deeply on their ecosystem and their supply chain. But this is obviously moving very quickly. . (interviewer some like Elon seems to think we're going to have one robot for every human. 7 billion for 7 billion, 8 billion for 8 billion.)

Jensen Well, I'm hoping more

Jensen Huang: Nvidia's Future, Physical AI, Rise of the Agent, Inference Explosion, AI PR Crisis

(0:00) Jensen Huang joins the show! (0:26) Acquiring Groq and the inference explosion (8:53) Decision making at the world's most valuable company (10:47) Physical AI's $50T market, OpenClaw's future, the new operating system for modern AI computing...



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https://youtu.be/gwW8GKwHB3I?si=bem1f3gx1ehsgZWs&t=2403
to jensen - you've made massive progress in self-driving cars and hundreds of partners - how do you navigate that & your big new announcement including BYD and ever deeper partnerships as different as mercedes, and uber and 11+ years platform with Tesla?

Jensen Firstly we are the only full stack AI company serving platforms needed for self driving cars- and We believe that everything that moves will be autonomous completely or partly
someday. Moreover, what we don't do is build self-driving cars,

but we want to enable every car company in the world to build self-driving cars. And so, we built all three computers, :the training computer, the simulation computer, the evaluation computer,
as well as the car computer. We develop the world's safest driving operating system. We also created the world's first reasoning autonomous vehicle so that it could decompose complicated scenarios into simpler scenarios that it knows how to navigate through just like all deep reasoning systems. Alpommyo Reasoning system is achieving incredible results. We open this but offer vertical optimization. We horizontally innovate and let everybody decide. what Do you want

Jensen Huang: Nvidia's Future, Physical AI, Rise of the Agent, Inference Explosion, AI PR Crisis

(0:00) Jensen Huang joins the show! (0:26) Acquiring Groq and the inference explosion (8:53) Decision making at the world's most valuable company (10:47) Physical AI's $50T market, OpenClaw's future, the new operating system for modern AI computing...





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https://youtu.be/gwW8GKwHB3I?si=Iifr5_mCdDL5cuXw&t=2020

Jensen-Nobody wants the US to win global AI race more than you,? But a year ago, Biden era was anti- American diffusion of AI around world. So into the new administration. - where are we in terms of global diffusion of US AI technology?

Jensen Well, first, President Trump wants American industry to lead... to spread American technology around the world. ..United States to be the wealthiest country in the world. He wants all of that. Biden admin: Nvidia gave up a 95% market share in the second largest market..

President Trump wants us to get back. And first, to get
license licensed for the companies that we're going to be able to sell to. We've got many companies who have requested for licenses. We've applied for licenses for them and we've got approved licenses from sec secretary lutnik. we've informed the Chinese companies so we're in the process of cranking up


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ENTREPRENEURIAL REVOLUTION NETWORK BENCHMARKS 2025now : Remembering Norman Macrae

AsiaAI.docx where & how 2/3 human brains are celebrating AI livelihoods

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lelated US AI reports:

AI commission 2021

AI Action PLan July2025

Shaping AI Billion

chris.macrae@yahoo.co.uk :help celebrate library of INTELLIGENCE multipliers: -system map

  • Action Apps
  • Millions of  AI Agents 1  2  3
  • Software sovereign infrastructure 
  • Chips1 & Supercomputers
  • Energy: Genesis
  • Fusion SCSP-FI -F2
  • Quantum
  • Critical Minerals: Pax
  • Space
  • Edu-media rev li>Nature
  • workforce 1
    cvchrismacrae.docx
  • Data Science
  • Geonomics 1

views on whether AGI exists

- how close are google aws or huawei to nvidia

2025REPORT-ER: Entrepreneurial Revolution est 1976; Neumann Intelligence Unit at The Economist since 1951. Norman Macrae's & friends 75 year mediation of engineers of computing & autonomous machines  has reached overtime: Big Brother vs Little Sister !?

Overtime help ed weekly quizzes on Gemini of Musk & Top 10 AI brains until us election nov 2028

MUSKAI.docx

unaiwho.docx version 6/6/22 hunt for 100 helping guterres most with UN2.0

RSVP chris.macrae@yahoo.co.uk

EconomistDiary.com 

Prep for UNSUMMITFUTURE.com

JOIN SEARCH FOR UNDER 30s MOST MASSIVE COLLABS FOR HUMAN SUSTAINABILITY

1 Jensen Huang 2 Demis Hassabis 3 Dei-Fei Li 4 King Charles

5 Bezos Earth (10 bn) 6 Bloomberg JohnsHopkins  cbestAI.docx 7 Banga

8 Maurice Chang 9 Mr & Mrs Jerry Yang 10 Mr & Mrs Joseph Tsai 11 Musk

12 Fazle Abed 13 Ms & Mr Steve Jobs 14 Melinda Gates 15 BJ King 16 Benioff

17 Naomi Osaka 18 Jap Emperor Family 19 Akio Morita 20 Mayor Koike

The Economist 1982 why not Silicon AI Valley Everywhere 21 Founder Sequoia 22 Mr/Mrs Anne Doerr 23 Condi Rice

23 MS & Mr Filo 24 Horvitz 25 Michael Littman NSF 26 Romano Prodi 27 Andrew Ng 29 Lila Ibrahim 28 Daphne Koller

30 Mayo Son 31 Li Ka Shing 32 Lee Kuan Yew 33 Lisa Su  34 ARM 36 Priscilla Chan

38 Agnelli Family 35 Ms Tan & Mr Joe White

37 Yann Lecun 39 Dutch Royal family 40 Romano Prodi

41 Kramer  42 Tirole  43 Rachel Glennerster 44 Tata 45 Manmohan Singh 46 Nilekani 47 James Grant 48 JimKim, 49 Guterres

50 attenborough 51 Gandhi 52 Freud 53 St Theresa 54 Montessori  55 Sunita Gandhu,56 paulo freire 57 Marshall Mcluhan58 Andrew Sreer 59 Lauren Sanchez,  60 David Zapolski

61 Harris 62 Chips Act Raimundo 63 oiv Newsom. 64 Arati Prab hakarm,65 Jennifer Doudna CrispR, 66 Oren Etsioni,67 Robert Reisch,68 Jim Srreyer  69 Sheika Moza

- 3/21/22 HAPPY 50th Birthday TO WORLD'S MOST SUSTAINABLE ECONOMY- ASIAN WOMEN SUPERVILLAGE

Since gaining my MA statistics Cambridge DAMTP 1973 (Corpus Christi College) my special sibject has been community building networks- these are the 6 most exciting collaboration opportunities my life has been privileged to map - the first two evolved as grassroots person to person networks before 1996 in tropical Asian places where village women had no access to electricity grids nor phones- then came mobile and solar entrepreneurial revolutions!! 

COLLAB platforms of livesmatter communities to mediate public and private -poorest village mothers empowering end of poverty    5.1 5.2 5.3 5.4 5.5  5.6


4 livelihood edu for all 

4.1  4.2  4.3  4.4  4.5 4.6


3 last mile health services  3.1 3,2  3.3  3.4   3.5   3.6


last mile nutrition  2.1   2.2   2.3   2.4  2.5  2,6


banking for all workers  1.1  1.2  1.3   1.4   1.5   1.6


NEWS FROM LIBRARY NORMAN MACRAE -latest publication 2021 translation into japanese biography of von neumann:

Below: neat German catalogue (about half of dad's signed works) but expensive  -interesting to see how Germans selected the parts  they like over time: eg omitted 1962 Consider Japan The Economist 

feel free to ask if free versions are available 

The coming entrepreneurial revolution : a survey Macrae, Norman - In: The economist 261 (1976), pp. 41-65 cited 105 

Macrae, Norman - In: IPA review / Institute of PublicAffairs 25 (1971) 3, pp. 67-72  
 Macrae, Norman - The Economist 257 (1975), pp. 1-44 
6 The future of international business Macrae, Norman - In: Transnational corporations and world order : readings …, (pp. 373-385). 1979 >
Future U.S. growth and leadership assessed from abroad Macrae, Norman - In: Prospects for growth : changing expectations for the future, (pp. 127-140). 1977 Check Google Scholar | 
9Entrepreneurial Revolution - next capitalism: in hi-tech left=right=center; The Economist 1976
Macrae, Norman -In: European community (1978), pp. 3-6
  Macrae, Norman - In: Kapitalismus heute, (pp. 191-204). 1974
23a 

. we scots are less than 4/1000 of the worlds and 3/4 are Diaspora - immigrants in others countries. Since 2008 I have been celebrating Bangladesh Women Empowerment solutions wth NY graduates. Now I want to host love each others events in new york starting this week with hong kong-contact me if we can celebrate anoither countries winm-wins with new yorkers

mapping OTHER ECONOMIES:

50 SMALLEST ISLAND NATIONS

TWO Macroeconomies FROM SIXTH OF PEOPLE WHO ARE WHITE & war-prone

ADemocratic

Russian

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From 60%+ people =Asian Supercity (60TH YEAR OF ECONOMIST REPORTING - SEE CONSIDER JAPAN1962)

Far South - eg African, Latin Am, Australasia

Earth's other economies : Arctic, Antarctic, Dessert, Rainforest

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In addition to how the 5 primary sdgs1-5 are gravitated we see 6 transformation factors as most critical to sustainability of 2020-2025-2030

Xfactors to 2030 Xclimate XAI Xinfra Xyouth Wwomen Xpoor chris.macrae@yahoo.co.uk (scot currently  in washington DC)- in 1984 i co-authored 2025 report with dad norman.

Asia Rising Surveys

Entrepreneurial Revolution -would endgame of one 40-year generations of applying Industrial Revolution 3,4 lead to sustainability of extinction

1972's Next 40 Years ;1976's Coming Entrepreneurial Revolution; 12 week leaders debate 1982's We're All Intrapreneurial Now

The Economist had been founded   in 1843" marking one of 6 exponential timeframes "Future Histores"

IN ASSOCIATION WITH ADAMSMITH.app :

we offer worldwide mapping view points from

1 2 now to 2025-30

and these viewpoints:

40 years ago -early 1980s when we first framed 2025 report;

from 1960s when 100 times more tech per decade was due to compound industrial revolutions 3,4 

1945 birth of UN

1843 when the economist was founded

1760s - adam smithian 2 views : last of pre-engineering era; first 16 years of engineering ra including america's declaration of independence- in essence this meant that to 1914 continental scaling of engineeriing would be separate new world <.old world

conomistwomen.com

IF we 8 billion earthlings of the 2020s are to celebrate collaboration escapes from extinction, the knowhow of the billion asian poorest women networks will be invaluable -

in mathematically connected ways so will the stories of diaspora scots and the greatest mathematicians ever home schooled -central european jewish teens who emigrated eg Neumann , Einstein ... to USA 2nd quarter of the 20th century; it is on such diversity that entrepreneurial revolution diaries have been shaped 

EconomistPOOR.com : Dad was born in the USSR in 1923 - his dad served in British Embassies. Dad's curiosity enjoyed the opposite of a standard examined education. From 11+ Norman observed results of domination of humans by mad white men - Stalin from being in British Embassy in Moscow to 1936; Hitler in Embassy of last Adriatic port used by Jews to escape Hitler. Then dad spent his last days as a teen in allied bomber command navigating airplanes stationed at modernday Myanmar. Surviving thanks to the Americas dad was in Keynes last class where he was taught that only a handful of system designers control what futures are possible. EconomistScotland.com AbedMooc.com

To help mediate such, question every world eventwith optimistic rationalism, my father's 2000 articles at The Economist interpret all sorts of future spins. After his 15th year he was permitted one signed survey a year. In the mid 1950s he had met John Von Neumann whom he become biographer to , and was the only journalist at Messina's's birth of EU. == If you only have time for one download this one page tour of COLLABorations composed by Fazle Abed and networked by billion poorest village women offers clues to sustainability from the ground up like no white ruler has ever felt or morally audited. by London Scot James Wilson. Could Queen Victoria change empire fro slavemaking to commonwealth? Some say Victoria liked the challenge James set her, others that she gave him a poison pill assignment. Thus James arrived in Calcutta 1860 with the Queens permission to charter a bank by and for Indian people. Within 9 months he died of diarrhea. 75 years later Calcutta was where the Young Fazle Abed grew up - his family accounted for some of the biggest traders. Only to be partitioned back at age 11 to his family's home region in the far north east of what had been British Raj India but was now to be ruled by Pakistan for 25 years. Age 18 Abed made the trek to Glasgow University to study naval engineering.

new york

1943 marked centenary autobio of The Economist and my teenage dad Norman prepping to be navigator allied bomber command Burma Campaign -thanks to US dad survived, finished in last class of Keynes. before starting 5 decades at The Economist; after 15 years he was allowed to sign one survey a year starting in 1962 with the scoop that Japan (Korea S, Taiwan soon hk singapore) had found development mp0de;s for all Asian to rise. Rural Keynes could end village poverty & starvation; supercity win-win trades could celebrate Neumanns gift of 100 times more tech per decade (see macrae bio of von neumann)

Since 1960 the legacy of von neumann means ever decade multiplies 100 times more micro-technology- an unprecedented time for better or worse of all earthdwellers; 2025 timelined and mapped innovation exponentials - education, health, go green etc - (opportunities threats) to celebrating sustainability generation by 2025; dad parted from earth 2010; since then 2 journals by adam smith scholars out of Glasgow where engines began in 1760- Social Business; New Economics have invited academic worlds and young graduates to question where the human race is going - after 30 business trips to wealthier parts of Asia, through 2010s I have mainly sherpa's young journalist to Bangladesh - we are filing 50 years of cases on women empowerment at these web sites AbedMOOC.com FazleAbed.com EconomistPoor.com EconomistUN.com WorldRecordjobs.com Economistwomen.com Economistyouth.com EconomistDiary.com UNsummitfuture.com - in my view how a billion asian women linked together to end extreme poverty across continental asia is the greatest and happiest miracle anyone can take notes on - please note the rest of this column does not reflect my current maps of how or where the younger half of the world need to linkin to be the first sdg generation......its more like an old scrap book

 how do humans design futures?-in the 2020s decade of the sdgs – this question has never had more urgency. to be or not to be/ – ref to lessons of deming or keynes, or glasgow university alumni smith and 200 years of hi-trust economics mapmaking later fazle abed - we now know how-a man made system is defined by one goal uniting generations- a system multiplies connected peoples work and demands either accelerating progress to its goal or collapsing - sir fazle abed died dec 2020 - so who are his most active scholars climate adaptability where cop26 november will be a great chance to renuite with 260 years of adam smith and james watts purposes t end poverty-specifically we interpret sdg 1 as meaning next girl or boy born has fair chance at free happy an productive life as we seek to make any community a child is born into a thriving space to grow up between discover of new worlds in 1500 and 1945 systems got worse and worse on the goal eg processes like slavery emerged- and ultimately the world was designed around a handful of big empires and often only the most powerful men in those empires. 4 amazing human-tech systems were invented to start massive use by 1960 borlaug agriculture and related solutions every poorest village (2/3people still had no access to electricity) could action learn person to person- deming engineering whose goal was zero defects by helping workers humanize machines- this could even allowed thousands of small suppliers to be best at one part in machines assembled from all those parts) – although americans invented these solution asia most needed them and joyfully became world class at them- up to 2 billion people were helped to end poverty through sharing this knowhow- unlike consuming up things actionable knowhow multiplies value in use when it links through every community that needs it the other two technologies space and media and satellite telecoms, and digital analytic power looked promising- by 1965 alumni of moore promised to multiply 100 fold efficiency of these core tech each decade to 2030- that would be a trillion tmes moore than was needed to land on the moon in 1960s. you might think this tech could improve race to end poverty- and initially it did but by 1990 it was designed around the long term goal of making 10 men richer than 40% poorest- these men also got involved in complex vested interests so that the vast majority of politicians in brussels and dc backed the big get bigger - often they used fake media to hide what they were doing to climate and other stuff that a world trebling in population size d\ - we the 3 generations children parents grandparents have until 2030 to design new system orbits gravitated around goal 1 and navigating the un's other 17 goals do you want to help/ 8 cities we spend most time helping students exchange sustainability solutions 2018-2019 BR0 Beijing Hangzhou: 

Girls world maps begin at B01 good news reporting with fazleabed.com  valuetrue.com and womenuni.com

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online library of norman macrae--

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MA1 AliBaba TaoBao

Ma 2 Ali Financial

Ma10.1 DT and ODPS

health catalogue; energy catalogue

Keynes: 2025now - jobs Creating Gen

.

how poorest women in world build

A01 BRAC health system,

A02 BRAC education system,

A03 BRAC banking system

K01 Twin Health System - Haiti& Boston

Past events EconomistDiary.com

include 15th annual spring collaboration cafe new york - 2022 was withsister city hong kong designers of metaverse for beeings.app

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