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, 2000

Is intelligence engineering humans last chance

 Mapping of our global earth has gone through 4 trading revolutions

Empire rulers began remapping world in late 1400s- overall, this was pretty ruthless with genocide of native peoples and slave trading and economic benefits to the empire not the colonies the empire ruled over

Empire + engineering type 1 began in scotland 1760s - type 1 engines manufactured things, built railway transportation, started investing more in cities (also sadly in britains case gave china the impossible choice - accept opium as a currency or close off for world trade. This historically most advanced peoples chose to close themselves for 110 years - a responsibility i feel all Brits (and ENGLISH LANGUAGE INTEL MODELLERS) must be aware of).  footnote 1

empire + engine type 2

From 1865 switzerland was charged with stewarding 2 standards - connecting people with telecoms and with electricity grids; unfortunately  although these served to integrate human relationships this 2nd type of engine also saw generation of2world wars

During world war 2, 1943 witnessed the hundredth anniversary of The Economist as weekly newsheet of royal societies in london encouraged by queen victoria to transform mapping from (slave trading) empire to commonwealth. editor geoffrey crowther concluded that economic journalists had failed to question ahead of engineering system transformation, 

EMPIRE & ENGINEERING TYPE 3

Journalists were trained to value engineers purposes; by 1951 it was clear from Neumann Einstein Turing that a new type of engineering - of intelligence - would accelerate http;;//neumann.ning.com

The specific vision of designing machines to multiply brain power is clearly published in neumann last nores computer and the brain written 1956. Unfortunately he was taken from us in his 50s and turing his 30s so there are different views of exactly when mapping engineering intelligence took over as core game of every human livelihood

2025 Today it is evident that intelligence machines offer more than billion times mathematical capability of individual human brains.

\case eg alphafold3  (open source 250 million proteins by hassabis deepmind loncon-cambridge0doing a billion years of man work in under a year . Hopefully every public media will help massively debate innovations such processing of deep data maps can offer (eg all cancer data, climate data , ... ) in 2025 we wish to celebrate nvidia partnership with the 101 public broadcasting channels of European Union as one benchmark case

How else can we make sure that every family joins in celebrating now that the era of intelligence engineering is open and in full flow?

Footnote (in 970s as china came out - it has been fascinating to map relationships of singapore, hk, taiwan, korea and japan). When we look at intelligence age first million fold advance- this is due to chips engineers 1965-1995 connecting valley on west coast usa with far east asian clients who manufactured most microelectronic advances. Chip design was first of three million fold leaps in tech. Nvidia's partners founded 1933 brough million times deeper analysis with GPUs. This combined with million times more data transmission throufh eg satellites (eg 1G to 6G) brings inteligence engineering to every human skill and data mapping.


some interesting latest partnerships

nvidia and eu's 100+ public mass media https://www.broadcastnow.co.uk/tech-innovation/ebu-partners-with-nvidia-to-build-sovereign-ai-and-cloud-tech/5206007.article

catalogued by 17 sdgs http://povertymuseums.blogspot.com/2001 to http://povertymuseums.bl;ogspot.com/2017

parts of soft launch ai guide of nations 1 2

IMAGINE AIntelligence Engineering like map of Airports

Nvidia eg jensen huang has spread deep learning ai from valley and taiwan to everywhere

deepmind eg hassabis has spread pattern maths of natures ai including biotech from l,ondon-cmabridge to valley across europe and everywhere biotech is advanced

yann lecun has helped academics localise language models and translations from Valley & Paris through New YOrk and Fair chapters to India and now eg wherever Europe replicates europe ai week summer 2025

musk ai travels through lo0w latency space and experimets at edge of world biggest supercomputer probably leading humanoid research

which leaders of ai diat sovereignty can you digitally twin with this emerging ai map of intelligence generation


west coast usa and pacific advanced engineering of millenials relevant intelligence ai from 2001 while east coast and atlantic ai seems to have got lost apart from deepmind pattern maths ai (advancing einsteins 1905 challenges e=mcsquared)

Between 2001 and 2003 steve jobs helped advance both womens community ai and health ai

he hosted valley's 65th birthday partner with fazle abed engineer of women empowering nation of bangladesh (brac partners from 1972); jobs demanded to understand how abeds transformation of community intel SHEL*FF could be shared worldwide 

Abed committed to forming a university where female graduate research could progress worldwide partnerships - eg by early 2010s brac partners had designed largest cashless banking system in terms of customers - it leveraged how ai texts could replace paper money reducing costs of banking operations especially for remittances either of money from city to villages or from abroad (one third of bangladesh foreign exchange) earned by bangladesh diaspora remittances

(sdg 1 = land & finance) 2 =food 2 =health 4=education-livelihoods 5 =she-safety governed bommunities

SHE*FF can further gravitate WE - goal 6 access to water, 7 e- access to renewable energy

8 Youth (ie millennial lives and livelihoods)

meanwhile steve Jobs did at least 3 things


he started coding pixels with nvidia jensen huang- this was first time binary programming was replaced- it soon became pivotal to radiology ai then all pattern maths ai

Jobs gavc commencement talks at stanford- dont get trapped only in 4 year paper degrees- 

jobs started designing a university in a mobile - sadly his health started to fail before he could see the full impacts of nvidia partners of ai from 2009; hassabis deepened ai health biotech models; fei-fei li ai perception identification models became perception*chats*reasoning*physical - elements needed before autonomous ai delivers humanoids or agentic ai 

==============also




 

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