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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Monday, December 31, 2012

Hypotheisis Agenda of Millanila Gneration Prevents Extintion and 21st C humanity becomes best of times for peak of 10 billion lives on earth- note population expoentials 8 bilion in 2020s 
WE NEED TRANSPARENY LINKING WORLDS MATHS GENII- NEUMANN EINSYTEIN TURING BOATS INNOVATION TYPE 6 engines for brainworking includes computer hardware - immediate cidre sodrware - blebding of human-computer language (AI)
PUZZLE 1951 - as it turned out less than 7 years to see expoential ops and threats of net -http://neumann.ning.com - Economist Editir asks MNeumann pre-reaining survey needed between engineers, economist , journalists- its agreed ask leaders what vision is whetrever people unite whetever first access to at least 100 time more com - eg moores law or 100 times more coms -eg consequences of satllite coms both visible 1965
200s 3 greatest human inspirations seen in silicon valley - abed converst jobs and gates; in 2009 valley first sees maths genii dei-fei li and hassabis- about 7 people around stanfird have seen with jobs need ti desihgn pro-youth pro-female coding vulture - welcome fei-fei li from 2009- she's now around 30 having immigrated from china age 15 with no english- miracles: geetting scholarsj=hip princeton- driven by einstein physics curiosity which she cobvers to blend of comoutation and neuroscince- almos nowhete accepts that doctirate but he finds caltec; with her new doctirate princeto appoints her assistant professor but computing funds have to be won from nsf which says the budget goies to supercomputer at chicago-chapagne ; it takes fei fei li total of 12 years 2006-2017 to embed ai database with 20 million images- 20000 enties humans work, play with most
-big breakthrough 2009 - at age 30 princeton first place to competely welcome her- she worls out manual coding -amazin turks- begons annual cooperation challenge image net; 2009 first time she sees hassabis in valley event ythrough sponsrhip of londons gatsby network - hassabis bring games to comp-neuroscience - hypothesis hassabis and li together rank as maths equals to net- of course they need support of many huge funders as well as linking in previously siloised academic field

2012 is turning point - neural netwrking algoiths valued by net applied with furst breakthrough success since death od net by 2 draduates of hinton applying logics lecun an bengio had also kep alive

ptretty much ever big influencer stars betting on this as revolkutioary moment
hassavois stars geting funbdiung from ventuyre capitalists to contine his london work ; by 2014 its agrred he needs to merge with google comoutatioal power
nvidia's ceo starts designikng gpus wityh 80 billion trnsistors - this takes 5 yrars to be priofitable but he wss inspired by 2012 revolution momemty and melinda gates who's also inspire with nvidia help fei-fei launch curricula non proifit a-4-all piloted stanfird summer camp 2014; coast to coiast drom 2015; as un decares 17 goals kim and guterres ask melinda gates and jack ma to desing un2.0 to change how every humans learning time spent and unite aiforgoof itu geneva, un hq ny, every prqactice branch of un - eg gilal 2 food out of urope
li presents at innuaguralaigoodsummuit itu - which becomes continuous virtual web; and its with her non-profit iudentiry she testifies to congree- wgats coning next is millions of thimes more computer power applued to computers seeing everyhthinh humans publish and chat
li is actuallu on first 10 year sabattical at google cloud 201-19-sees exytraordinary computu ng power of corporate world and businees pirches of cloud going into ai which she also had seen with automoous car dricing entreprenurs- she wonders why dont we do same robot-ai vision trech in caring for patents post -emergency ops which her mom has spent years just surviving- agrees to go back to co-launch staford hai- human centeed ai- is there any disciplie at stanforrd not beeding ai 2,0 version; if you look at stanford people like jeerry hang since 2007 have built all star sposor lan and this is also rwinned with stanford business park and the sister citeis palo alto moutain viuew santa clara - so standord as humanai acamidemic coopearttion google dep mind brain ; and potentially every partner under the sun can be the future - how will large llm revolution fit into that - intriguingly the net had expected 1001 language mediation english-through 999 mother tingues to one maths of ai; eistein had expexcted everone in 2020s wpould have personalised learning agency geared to livelihoods and life- turing had expected revokution in dep data of which imagent is first paradimg- many of the doctirate stundents of the bif 3 elder professors hinron 25 years oler than li; lucun, bengio 15 now in middle of llms - coursea founsers one of first teams welcoming fei-fei ie andrew ng stanfird, daphne koller biotecy stanford, lila ibrahim now coo london deep niind google brain

the eplus taiwanese americans je=rry yanfh jensen humang joseph tsia purpose are core as are the 2 ms T&T who can make brokklyn the inner city twin of stanfrg engineerung girl power across east river from unsumitfuture - all to play for every lasdy year of war and peace - wirg 23-24 and 24-25 guterres 2 final years before his 10 years leadetrhip up foir re-election - currently every sdgoal collapsing backwars can UN LLM change everything?


RISKS 1950 - future of energy future of broken geonomics across hemispherres;need to design above zero sume trading models;  no legislatures of staying ahead of 100 times more coopperation connectivity - rebuild everywhere including 2 capitals bombed to bits; stalin odd leader out; uk bankrupt by paying for arms for europe to beat hitler- so rush to gramnt eg wquater of people on indian subcontinent independece but almost no economic or leadertship support

kennedy's 3 goals good - peace coprps, interde=4 time moore than end of world war 2; 2/3 are asinas; less than 20% are caucasian wjite but perhaps 80% of finacial decision making still rooted in whites - and nb the capital cities of g8 nations all north of 39 (dc lomdon Berlin Tokyo Moscow Paris Rome Ottwa - thats quite a geonomiv mess - particularly as indian subcomtinent and chinese speaking people each quarter of human population but many still straving as recently as 1960; geonomics complicatedf neough with most growth dynamics apearning tp be east-west; but 4 north -south responsibilities - america; west coast europe; central europe-asia which is also russia down through swizerland germany hungary middle eadt suez cala pacific ost africa where most world wars and failed nations seem to have spun since 1900 or earlie far east coast - islands and penisural japan korea taiwan hk singapaore - asean futher east; china mainland coast west atop s.east asia - Until 1970 greatts of economis primarily human mental models of ethics eg adam smith and keynes and mediation by james wilson alumni of queen voisctoria's need to transform from slavemaking empire to commonwealth; up to 1950 5 types of engines - 3 begiun in scotlandfd had advanced less than 20% of huamnity 200 fold leaving mpost of rest at susisetnce scots 3 can be described asd physical power combustion engine from 1760 all dynmaics of automation (rural to city life - factories ; sanitation ... agreeing worldwide time/navigation coordunatesd) mass transportation foirts being railways from 1776 irsh lead people in usa to demand indepence in building their continent of 1000 times more resources than britania's ne and a hlaf islands (as of 1776 usa immigrant population half of britain but within 40 years double0- usas is study of making big from engine innoivations begun in europe type 4 and 5 engines invented central europe eg in german and french (and perhaps russian0 languages - ie communicatiosn engines- and electricity from 1865 switzerland agreed as worldiwde epicentre agreeing cooperation uograde standards of coms)

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