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, 2001

Intelligence WhY -can real humaNS & MACHINES DEEP LEARN WITH EACH OTHER?

 In 2001, famous silicon valleys (led by Jobs & Gates , Yangs, Doehhrs) asked Fazle Abed how women of Bangladesh had built the 8th most populous nation 1971-2001 with practically no carbon emissions and starting with below zero foreign exchange (Henry Kissingers Basket Case)

He explained how this nation 90% of which had no access to electricity had focised on community businesses linking what were later called the primary sdgs

1 finance to end poverty

2 last mile food to end starvation

3 last mile health services to bring life expectancy up from 25 below average to about 7 below average

4 lifelong livelihood education opportunities

5 valuing women's safety and productivity and family building

100000 people communities had been built by 15000 mothers at a time (whilst not having access to electrivity rural people are densely populated in bangladesh so Fazle Abed had started by rebuilding the homes of 15000 families that lived within about 3 miles of each other. The war of independence had turned his home region into something that resembled a refogee camp. Fortunately as former regional CEO for Royal utch Shell he knew how to build 15000one room vilsage homes at the least cost but to withstand extreme local weather and with pit latrines as sanitation

Life critical solutions were designed as extremely samall but positive cashflow enterprises that the mothers could operate eg rice (abed was able to find 10 times more locally productive rice4 than had been used before and eg with one mother in 300 operating a door dash (by foot) selling the 10 most basic medicines and healthcareitems. Abed would became the nations largest wholsaler of these so he could both ensure the lowest prices, the best quality and make a nationwide profit which was invested as a trust in womens development building

When Bangladesh's Rural Advance Cooperation pitched for a grant it focused on a solution needed by many neighboring countries. Fortunately Bangladesh on 1970s was able to deliver one world classinnovation -oral rehydration- this saved up to a third of infants from dying of diarrhea. Abed pitched this in a year of child competion organised by Unicef. It not only won the cmpettion but Unilever's James Grant valued this so much that he sponsore brac to train vilage mothers nationwide while open sourcing this to neighboring tropical reasons making sure they knew where ORD had come from. Neigboration nations started swappong their solutions for free - particularly where ever cop science yielded most productive seeds. BRAC became know by partners as the most coopertive sokution inventir for SDGS 1 to 5 - see Abedmooc.com

Mrs Jobs is reputed to have asked Abed how can silicon valley help make sure women fighting poverty the world over can see your (intelligence) solutions. Abed said he would start a university if families like the jobs would find coleges with female graduates wanting to share solutins Jobs sid he might be able to do more - effectively design a university in a mobile phone


So it was that womens intelligebce inspired valley's leading families The Gates went ob to include abed in Global health challenges - it turned out as well as oral rehydration his communities had discovered the most effective local intelligence for services designed to end village tuberculosis and ththis was integral to the global approach to minimise death by aids. The yang family led the integration of womens intelliugence into stanfird and broadened this to youth led intelligence networking - eg Ng and Koler were to build corsera moocs; the yang family built an interdisvipliary tech lab and sponsred the yahoo chair in 100 times more computational tech (semicoductirs) from 2004; and together they headhunted Fei-Fei Li's arrival in Stanfird in 2009.

Aned had also shared maps of the futures his vilage women entreoreneusr saw. They would experiment with sdilar andf mobile developing leapfrg models. But oberall Abed clarified as well as maximising love/safety ow women community building 3 chngaes would be needed over the first 25 years of the 21st C


Go green

Unite trading infrastructures

Seek peace by understanding ocean land and climate muraual adaptation responsibilities

At abedmoocv.com we try to map the worlds of AI-WHY which stanfird's ecosystem has become world number in sharing be this with the world's poorest vilaf=gersd or anywhere that what the UN has caled 17 sdgs since 2015. When silicon valey hosted their intelliugence excahnges withfazle abed in 2001 it was his 65th birthday wish party. I was hugely privilieged to attend his 80th birthday wish party spring 2016 during the furst year of the sdgs. There we herad that Melinda Gates and Fei-Fei Li were about to help Guterres roadmap UN 2.0 -. Of course this would challenge the world's ability to design partnerships but by 2016 BRAC's partners was in the middle of the worlds largest cashless bank bkash, and Abed was spending his last few years uniting campuses whever female engineering graduates viosioned how blendin real and arificial intel could be the most excing ganes humans ever play eg Sheika MOza's women campus in qatar

Have a look at these Familes Yamiles Mr and Mrs Yang, Gates paricularly Melinda, Mrs Steve JObs (sadly Steve died but not before he gave world mobile phones and had delevered commecemt sppech at stafird on Youth AI)

Doehhrs

Consider whether eg Priscilla Chan's philathropy can help lead eg biotech - both google and facebook in mountian viw might lead some of the shared solutions open sourced by Hassabis 250 million proteins

At his early 2024 brifing, the adminstartor of the gates fund inducated that wgile Mrs Bezos innovation approach to philanthropy didnt necessarily fit eg gates' vaccine challenges, its worth stdying.

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