AI5.0 since 2022, best AI = scaling exponential purpose of partners in what analyses with billion times smarter mathematician than individual human brains. If you dont know what best ai is scaling, being ordered by classical economists can't save you... why not an ai mooc on every university's home page?-
previously AI meant 4 different things up to 2018; , from 2012, at 2009, at 2002

100000$ student debt universities are now total waste of education system time of students and teachers.

Agentic AI stories 1 Billion times greater maths brain & 10**18 More Tech...There isn't a skill known to universities which is not being changed by Agentic AI and human impacts:Reasoning, celebrating Data Sovereignty and how world class cities through next 10 years deploy digital twins to capitalise on opportunities of driverless cars and humanoids

IN 1983 we founded 2025Report genre around hypothesis agentic ai would arrive by 2025 and would make millennials generations best of time provided transformation in how education systems spend time of both teachers and students. Today's western 100000k 4 year student debt liability if it has prevented you from understanding engineering  and deep social action triads like those shown including those changing so intel fast today that you'd be better off parsing latest contributions of eg Huang Hassabis and Musk (aka builders of billion times more maths brain power) than other curricula

Architects of Intelligence Partnerships- from 1989 we published architecture genre of visionary leading partners - eg Economist Intelligence Unit - Brand Architecture Chartering. Today we help generations map deepest Agentic AI partnerships eg
Nvidia Huang:US 1 ::2 & Berkeley:Taiwan:India:EUPublic tv:UK:Japan:France;Saudi
Deep Mind Hassabis
Yann Lecun
Elon Musk
Help mediate student celebration clubs
Agentic AI stories of Billion times greater maths brain. & 10**18 More Tech.
***Huang*Hassabis*Musk Billion Times Greater Maths Brain
***Neumann*Einstein*Turing

Computer&Brain*1905 Natures Deep Maths*Coding deep data
Huang*Yang*Tsai
Doudna*Su*Koller
Lecun*FFLei*Bloomberg
Macron*Mensch*Lecun
W0 SJobs*FAbed*MYunus
upd 9/25 Ai Global Health RoyalSTropical
JFKennedy*UKRoyals*JapanRoyals Sovereignty AI..

Japan Emperor*Softbank*Sony
1 Modi*Ambani*Singh
H Li*Guo*Chang
LK Yew*LK Shing*H Li
Borlaug*Deming*McLean
( China)
.
AP July 2025, Jensen Huang: 1730 It is vital that everyone engages AI right away. Every adult, every working person, not working person, every child should address and engage AI right away. And the reason for that is because AI is the greatest equalization equalizing force. It is the first time in history that a technology as incredible as artificial intelligence is useful for someone who knows how to program software, no historical experience of how to use a computer. This is the very first time in history that all of a sudden that computer is easy to use. If you don't know how to use AI, just open up the website, go to Chad GPT, go to Gemini Pro - just ask a simple question. . And you could even say, "I have no idea how to use AI. Can you teach me how to use AI?" And if you don't know how to type, hit the microphone button and speak to us.. And if you don't understand English, you can speak whatever language you like. It is an extraordinary thing. And I also think it's incredible that if the AI doesn't know that language, you tell the AI go learn that language, right? And so so I think everybody needs to to engage AI. It is the greatest equalization um uh equalization force that we have ever known and it's going to empower.. it's going to enable... it's going to lift society of all you know everywhere.upd Jy 2025'1    CISCE, Beijing

sep 24.1   oct24.1  nov24.1  dec24.1    Ja 25.1  2   mar 25.1  may 0 25.1     3  jn25.1   2   3
Family Huang 2009 whose first  100 engineering partners linking Nvidia, Silicon Valley West Coast and Taiwan East coast - gave stanford engineering AI's Deep Learning Lab core of stanford worldwide Science and Engineering Quadrangle.

30 day stack recall to May 13 : axios health, payments, press; 555 india summit, womens intel, lisa su, science diplomacy summit; ITIF critical meds. merci beaucoup Yann Lecun!!.. TOkens: see your lifetime's intelligence today
nvidia Physical A1 -Robots
.
Will Jen-Hsun's GTC26 big reveal be a superagent AI tutor k-12 whom we can all CC in email?
By 1987 Taiwan's 20 million people have inspired intelligence of all billion humans - special thanks to Godfather of Taiwan Tech: Li & ... Guo, Chang, Huang, Yang, Tsai and millennial taiwanese - see eg podcast straitforward or Taiwan Digital Diplomacy net.
I0 India generics Yusuf Hamied (Cipla) i.
If you know this- please help others. If you don't know this please ask for help2002-2020 saw pattern recognition tools such as used by medical surgeons improve 1000-fold. From 2020, all sorts of Human Intellligence (HI) tools improved 4-fold a year - that's 1000 fold in 5 years. Problem HI1 if you get too atached to 2020's tool, a kid who starts with 2025 smartest tool may soon leap ahead of you. Problem HI2: its no longer university/institution you are alumni of, but which super-engineers (playing our AI game of whose intel tools you most need to celebrate. Problem HI3- revise your view of what you want from whom you celebrate and the media that makes people famous overnight. Indeed, is it even a great idea (for some places) to spend half a billion dolars selecting each top public servant. HI challenges do not just relate to millennials generative brainpower We can map intergeneration cases since 1950s when 3 supergenii (Neumann Einstein Turing) suddenly died within years of each other (due to natural cause, cancer, suicide). Their discoveries changed everything. HIClue 1 please stop making superengineers and super energy innovators NATIONS' most hated and wanted of people
welcome to von Neumann hall of fame- based on notes from 1951 diaries-who's advancing human intel have we missed? chris.macrae@yahoo.co.uk
new stimuli to our brains in April - AI NIST publishes full diary of conflicting systems orders its received (from public servants) on ai - meanwhile good engineers left col ...March 2025: Thks Jensen Huang 17th year sharing AI quests (2 video cases left) now 6 million full stack cuda co-workers
TOkens:help see yourlifetime's


nvidia Physical A1 -Robots
More Newton Collab.&& Foxconn Digital Twin
NET :: KCharles :: Morita : : Borlaug :: Deming Moore
Abed: Yew :: Guo:: JGrant
ADoerr :: Jobs:: Dell .. Ka-shing
Lecun :: L1 L2 :: Chang :: Nilekani :: Singh
Huang . : 1 : Yang : Tsai : Bezos
21stC Bloomberg ::Daniels
Satoshi :: Hassabis : Fei-fei Li
Shum : : Ibrahim : CTandon
Ambani : Modi :: MGates : PChan : Kariko :: Francia
Oxman (&EB) ::: HFry:: Yosuke
Musk & Wenfeng :: Mensch..
March 2025:Grok 3 has kindly volunterered to assist younger half of world seek INTELLIGENCE good news of month :from Paris ai summit and gtc2025 changed the vision of AI.
At NVIDIA’s GTC 2025 (March 18-21, San Jose, nvidianews.nvidia.com), Yann LeCun dropped a gem: LLaMA 3—Meta’s open-source LLM—emerged from a small Paris FAIR (Fundamental AI Research) team, outpacing Meta’s resource-heavy LLM bets. LeCun, speaking March 19 (X @MaceNewsMacro)

IT came out of nowhere,” beating GPT-4o in benchmarks (post:0, July 23, 2024). This lean, local win thrilled the younger crowd—renewable generation vibes—since LLaMA 3’s 405B model (July 2024, huggingface.co) is free for all, from Mumbai coders to Nairobi startups.

Good News: Indian youth grabbed it—Ambani praised Zuckerberg at Mumbai (October 24, 2024, gadgets360.com) for “democratizing AI.” Modi’s “import intelligence” mantra (2024, itvoice.in) synced, with LLaMA 3 fueling Hindi LLMs (gadgets360.com). LeCun’s 30-year neural net legacy (NYU, 1987-) bridged Paris to India—deep learning’s next leap, compute-cheap and youth-led. old top page :...
2:: Agri AI
..

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Sunday, December 31, 2023

update on nvidia's 33 year learninng in redesigning superintelligence/supercomputers

 Nvidia now offers million times deeper data computing power than imagimnable a decade ago - and thousands of times less energy cost than the tradditional cpu arcitecture(born ibm 19654?)

it turnns ouyt that if humans want to conerse with computers using all 5 human senses then deep data is foundational ; more awkardly now that stalelites beam data at marginal cost between any 2 communities its no longer democratatic to belive we can democraticaly elect safe topp down leaders making all of a nations defining decisions


we can build up differenmt sectirs that now depend on nvidia platforms to make releaible decisions which also show that AI world series summits are absolutely critical - as of fall 2024 there are 2 conveneorts of ai world safety summits

the kings journey charles from Bletchely novemeb er 2023 to korea and (Japan priavte briuefing as UK /Japan emperors now 60 years of trusting each otehrs confiednces) France February 2025. This series of summits has seen some countries issue excec orders trying to keep up with us ai exec order 2023 or design their own NAIRRs (see US nairrpilot.org); in effect its critical that nations hosting rinds of supercomputers for governmenet services make sure these public servants are engaged in defining futures projects - in the case of biigest nations geographically, this includes energy grids across contienents


the other summit series has been hosted by nvidia it has linkedin valley martch 2-24, taiwaan sumer 2024. DC, India Japan (fall 2024) - we can nijucknname it NMARS as key corporate chips procucers closest to nvidia's own journaey are mistral frabce arm uk reliance india , softwbbank japam - this is in addition to nvidia's digital twin bases the valey and tiawan

help us grid top 50 platforms uniting the supercomputer of the post-industrial age- finally as vomn neumann put5  it we can map above zero sum value exchnages worth of avdnacing hujman intellects not onkly zwro sum markets of consuming up things in non-sustaiomnable manners


 

Hardware & Cuda Operating language

Full stack soft – eg visual included pixar open source, getey image, artists rights, adobe management graphics- eventually patern recognition medics from 2 diumensional scans to 3-dim operations; robotics ie mibiole autonomous machines capable of mediatinmg real time critical data between any communities on planet

Depth of data authenticity needed bedoire n ims for particular enterprsie sectirs or mediation models used by hwat had been 2.0’s digital big 5 in us (ie amazon faceebook google microsoft apple) as weell as both cl;osed gopv markets eg defence, and open dat sovereignty markets celebrating as deep as naturally diverse as a conutrtry or its neighbors in climate get

Its  fascinating to see that contriuesd with urgent need to progress public servies like india see open llm like facbook llama as essential -see october tesdtimony of Mukesh Ambani founder relaint and related briefings from prime misister Modi

Jemsem started to bet nvidia on ai after meeting 2 young researchers in 2009, becoming all in from 2012 proof of reality – alexnet at imagenet. – hassabis natural science ai required milion times more compute for brekthroughs in bitech, natural scxoience ai including climate ai

Fei-fei li’s creation of an indentity database was necessary if human and machines are to conversde using the 5 human senses; this is no longer just nice to have once engines are making autonomous decisions;

See the world’s lab Omniverse

this route also leads to educational designs that can increase productive efect of human teams ny at least 50 iq/eq points – see this itif briefing on how vr specs before 2030 with ai and digotal twins will achieve this educational tranformation and start personal agency for every human aligned to lifetime carrer choices

Getting ready to cvelebrate ai educatuion the woprlkd over are 18000 startups in over 100 nations with local VC – all sharing Nvidi’as incep[tion program

Taiwna has helped juensenm clarify the transformation from chip foundries to ai foundries; in parallel companies like sie,ems are leading the transformation of factiories of things for sale to factiories of inteligence tokens

From 2010 nvidia certiied a first 12 cuda excelence universities linking inm N, E, W hemisphre; so far global south looks more likely to be linkedin with hassabis deep mind and google – with 3 hemispheres already creating demand at limit of production – eg India has order 20 timeme smore gtu for 2024-5 tha previous year; and it is likely that any nation leaping intoi gren economy will need  to chose either india or JFK (Jaoan Formos Korea ) as its benchmark. This is apt as oas the NET (Neumann Einstein Turing) had all [pased by 1957 it was JFK with Jpanma emperorv an dprince charles that committed to intergenerational chalenges worthy of engineering 3.0 which the MNET had created summed up in Vin Neuman’s final notebook computer and the brain.

Suppiersb like dell lenovo hpe microsoft azure  are designing personal smart devices where users at the edge maske local simulations downlaoded from the world’s deepest multimodal intelignec models

 

Neuman had created the hardwarre corodor notrt  of princeton which becamse ibk xerox dec; the software and human intellect corriodor yale, boston, (Dratmouth) which of copurse linked with Kenendy family visioning; these were his open hopes vis a vis gov and security ai with dc and the space race extending tpo souther coastlinmes and up to his nuclear lab los alamaos; ; keennedy beforte his assasination could see that japan microelectiormics was moving from transistoirs to chips and thus demanding what beca,me intel’s commitmemnt to moores law; and so the firt of 33 million cubbed waves of tech began – mores law chipo production; satelite transmission through 1g to 6G now beaming data between any communities on earth or speace; when the need for wave 3 how human intelligence is grounded once maps og million times deeper data becomes millennail generation’s opportunity to SDG

 

Business service provider with platforms include snwflake serviceplus gatabricks salesforce

 

 

 


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