265SmithWatt 75Neumann JHuangDHassabisFLiEMusk 20 Agentic AIforU
KingCharlesLLM DeepLearning009 NormanMacrae.net EconomistDiary.com Abedmooc.com
Huang Observing AI's biggest deals - 2012 1984 2026
June 1 Jensen in Taiwan -- May 7 20000 DC brains thank SCSP AI+Expo. May 13 Trump asks Huang to join rest of China entourage at Alaska
Jensen video with stanford https://www.youtube.com/watch?v=tsQB0n0YV3k selected quotes
ED: Breaking 12 May 2026 AI Best kept secret- its all too much talk unless layer 5 AI connects massive application community scaling
GEMINI review 5/17/2026:: Governments and national champions in these regions are explicitly aligning their "Sovereign AI" policies with this layered approach to ensure they own their intelligence production.
Asia-Pacific Taiwan: Positioning itself as an "AI Island." It leverages its chip dominance (Layer 2) while investing over $3 billion in energy and "AI factories" (Layers 1 & 3). Singapore: Launched the first Model AI Governance Framework for Agentic AI in 2026 and is building a "Southeast Asia AI Plan" to localize the stack.Japan & South Korea: Rapidly building domestic "AI factories" to reduce dependence on foreign cloud providers.India: Implementing a Sovereign AI Plan that includes state-level LLM development and massive infrastructure buildouts. Indonesia & Vietnam: Emerging hubs for data center (Layer 3) and energy (Layer 1) partnerships to support regional AI growth
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Middle East United Arab Emirates = Early adopters of the "Sovereign AI" narrative. The UAE’s AI Minister and NVIDIA have collaborated to frame AI as a "national natural resource".
Europe France: Home to Mistral, which partnered with NVIDIA for a 18,000-chip data center to create a European "homegrown alternative". Germany & Netherlands: Focus on high-end manufacturing (ASML) and industrial AI applications (Layer 5). Nordics: Using their green energy surplus (Layer 1) to attract the world's most sustainable "AI Factories". UK: Prioritizing "compute sovereignty" through large-scale government-funded supercomputing projects
Gemini map review 5/17/2026continued here
May 5-9 Washington DC leaps closer to Mapping Huang AI. Even By Jensen Huang norms its been a massive weekend for democratising AI. Looks like 20000 turned up to Carnegie Melon commencement address Sunday May 10 , by Saturday 20000 DC brains had been greeted by layer 5 AI community apps: AI+expo www.scsp.ai
AI REVIEWS 10 MOST IMPOERANT AI (layer 5) APPLIUCATIONS FOR STUDENTS & TEACHERS OF 2025-6
Do any of top 10 surprise you? Some Westerners are surprised to see Robotics and Embodied AI at number 3. WE expect Asian supercities will lead with introduction not juts of self driving cars (almost ready after 15 years of AI research) but eg with public services in Tokyo where the elderly population dynamics cant find enough people to maintain the city world class usability standards - try benchmarking Bloomberg top 10 ai cities; The two academics with the deepest data algorithm fei-fei li and yann lecun have moved on to world ai and embodied ai. There's not much point in AI having the greatest brainpower in the world if a 2 year toddler understands gravity's consequences more actionably. Turns out its not just kids who need to celebrate Head, Shoulders, Knees & Toes (and arms); each requiring practice....
But where did vision that ai needs youth to scale its communal applications begin? As far as we can see one bleak December day CSIS Dec 2025 - please help us make sure joyous Diary of layer 5 AI is complete https://normanmacrae.ning.com/forum/topics/jensen100 Hopefully next school year AI curricula wont exist without it : JH CSIS December; India Ambassador DC CSIS Jan ; French & India Ambassador Brookings; India AI Summit Delhi; 2000 AI Expo www.scsp.ai 20000+ carnegie melon commencement
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Breaking - help us video tour every placesmost youth inspiring intelligences
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.
AGENCY & OPEN CLAW GET 2026 OFF TO IMAGINATION GREATEST YEAR?
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
IN CHINA ITS THE YEAR OF THE LOBSTER (launching 300 AI team)
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
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Apps-Agents Million AI Mods Data Sov Invest Platforms Chips Energy ........ |
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Views: 512
Continuation of Gemini review 5/17/26 of places where AI data sovereignty leaders understand 5 layer frame AI frame of Jensen Huang
2012 big deal (https://www.youtube.com/watch?v=tsQB0n0YV3k 1.05.34 May 2026 Stanford's best ever 2 minute case review - becoming worlds biggest corporation and humanity's 100 deepest partnerships) jensen huang " 2012 that's when two young engineers, Alex and Ilya, and Hinton, of course came up with a neural network model. And boom, it crushed the computer vision capabilities (imagenet annual world competition) of all the computer scientists, decades before them, in one shot. And so is that a big deal?
what else can you solve? And if this was able to solve some really amazing problems,
what does that mean to computers and computing? And so you just keep asking yourself these questions. And so you're just iterating like that, all the way to first principles. And then from that, you create a mental model about the future of computing.
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How large would models become? And if so, what would computers look like?
Processing neural networks, how is that different than processing floating point numbers, and integers, and first principal mathematics?
We express everything in FP64 or FP32, but obviously, neural networks don't have to do that. And so you reason through it like this.
And then you build up a mental model of the future. And then your company, where you are going to be within it.
And then you just work backwards from there. And then now, the question, of course, is, you could be wrong.
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1984 is when steve jobs launched personal macs to prevent orwell's 1984 and soon afterwards radiologist elliott fishman first began digital pattern analysis and mri became intelligence's greatest data space
ju,mp 20 years to 2004 nvidia jensen huang and steve jobs asked elliott if he'd like to join in coding pixels
( AI deepest (einstein pattern maths) consequences to date include crispr databases for dna editing - see berkeley's jennifer doudna or royal society paul nurse or Paris Emannuelle Carpentier; hassabis open sourcing 250 million proteins alphafold3
then jump to 2024 nvidia google and pixar now owned by disney startred partnering in robotics
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here is gemini's proofcheck of this case study
The Johns Hopkins & Elliot Fishman Connection
Jensen Huang and Dr. Elliot Fishman share a friendship and professional history that dates back decades, rooted in their mutual interest in 3D visualization.
Johns Hopkins Medicine +5
Why 2004 was the Turning Point
The reason your memory of 2004 is so sharp is because that is when NVIDIA began developing CUDA (Compute Unified Device Architecture).
Wikipedia
holisticon.pl +2
Key Milestones in the "NVIDIA + Radiology" Timeline
Era |
Focus |
Key Figure / Tech |
Late 80s |
Early 3D CT |
Elliot Fishman using Pixar hardware |
2004 |
The Pivot |
Development of CUDA begins; Gelato launched |
2007 |
Accessibility |
CUDA officially released, making GPU coding "easy" for scientists |
2010s |
Photorealism |
Launch of Cinematic Rendering for "lifelike" medical scans |
Today |
AI Agents |
NVIDIA MONAI framework used for AI-driven diagnostics |
💡 Jensen's Vision: Huang often notes that radiology was the first field many "experts" predicted AI would destroy, but he argues it has instead become the "superpower" that allows doctors like Fishman to see what was once invisible.
If you're interested, I can look into:
Dec 1, 2019 — The Elliot K. Fishman, M.D. Professorship in Radiology was established in the Russell H. Morgan Department of Radiology and Radiol...
Johns Hopkins Medicine
CUDA (Compute Unified Device Architecture) is a proprietary parallel computing platform and application programming interface (API...
Wikipedia
Elliot K. Fishman, M.D. is Director of Diagnostic Imaging and Body Computed Tomography (CT) in the Russell H. Morgan Department of...
CTisus
AT CROSSROADS/CROSS-SEAS TO HUMAN INTELLIGENCE
2026 Taiwanese people with 150+ suppliers to Nvidia Vera Rubin Supply Chain are the trusted heart of best AI apps and agency scaling community's most vital actions
SUPPLY CHAIN SERVING HALF TRILLION DOLLARS GREATEST COMPUTE BRAINS ...
https://www.youtube.com/watch?v=E-F5-0_-WGY Fox business intervew jensen hunag may 2026 Nvidia quarter Here's what jumped out. 51.2 billion of your 57 billion revenue number came from the data center chip sales. Monstrous: I'm so curious to know what's the largest single order to date that you've gotten.
Which of Nvidia's Eastern Data Sovereign partners want most help with UN health goals?
Currently deep ai advances are being celebrated drug discovery - see nvidia clara platforms (footnote 1) parallel to 250 million protein breakthroughs from hassabis deep mind. IN May 2026 Hassabis announced hope that Einstein Brain will be replicable by ai agnets within 3 years - leadin to a lot wider ai applications- here are 19 joy of ai contexts chats hope einstein brain will help them link humans to
.
For their own people Japan and Korea seem to want support of mental health and of course plague mitigations; japan may be leader in helping UN agenda in africa
Taiwan and hong kong appear to make quick start in uniting partnerships around digital twinning big cities most affordable teching hospitals
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some questions to update
emerging health ai atgtu 2022
March 2022
MORE INCEPTION/nVIDIA CLUB ai STARTUPS
Chartering 5 Layer AI Agency - integrating exponential intergenerational multipliers of trusted human relationship systems through community scaling apps
AsiaAI.docx where & how 2/3 human brains are celebrating AI livelihoods
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lelated US AI reports:
chris.macrae@yahoo.co.uk :help celebrate library of INTELLIGENCE multipliers: -system map
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
unaiwho.docx version 6/6/22 hunt for 100 helping guterres most with UN2.0
RSVP chris.macrae@yahoo.co.uk
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
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
0 The coming entrepreneurial revolution : a survey - In: The economist 261 (1976), pp. 41-65 cited 105
. 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.
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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
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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
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
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.
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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Ma 2 Ali Financial
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
© 2026 Created by chris macrae.
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Chris AI Macrae MA DAMTP CantabAuthor
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.
Chris AI Macrae MA DAMTP CantabAuthor
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...
Chris AI Macrae MA DAMTP CantabAuthor
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...
Chris AI Macrae MA DAMTP CantabAuthor
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...
Chris AI Macrae MA DAMTP CantabAuthor
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