errors mine alone chris.macrae@yahoo.co.uk Statistician DAMTP Cambridge, residing Bethesda, MD: AT CU.com please find my attempt to celebrate my greatest personal privilege: to visit women empowered Bangladesh 15 times from 2007 during last 13 years of life of Fazle Abed. From 2012 we discussed AbedMOOC and 2015 onwards at his 80th birthday AbedAI. Back in 2001, Abed 65th birthday hosted by Steve Jobs in Silicon Valley changed both of these human genii's life work. Even today I dont spend time exploring America AI with any engineers or practitioners of health or education, food or safety or finance, who dont want to know what they (we humans all) owe to Steve J. By 2003 Jobs' pixar, Nvidia, and Hopkins radiologists started replacing coding of binary by coding of pixels - welcome to AI century 2]
2026:Christmas comes early to Ai Youth - Nvidia GTC-DC Nov 30 to Dec 2
Pretraining proposal Gemini (model UYKB: Layer 6 AI+Media)
7-Layer Intelligence Discourse GTC D.C. adds 2 layers to Jensen 5-layer AI Cake!
Because the D.C. summit sits in the heart of the nation’s capital at the Ronald Reagan Building, Jensen Huang’s team is prepping a narrative explicitly tailored to reindustrialization, national security, and state-backed compute. [1, 2]
  • Layer 1 (Nature's Energy) & Layer 2 (Machine Brainpower): The central conversation focuses on the Vertically Integrated Sovereign AI Factory. Nvidia will address the West's current power grid constraints, pushing for multi-gigawatt computing nodes tied directly to protected modular nuclear baseloads or sovereign energy fields to fuel the upcoming Vera Rubin chip architecture deployment. [1]
  • Layer 3 (Sovereign Data Infrastructure): This is the crown jewel of the D.C. agenda. Nvidia is moving rapidly away from selling chips solely to hyper-scalers (like Microsoft or Amazon) to marketing Layer 3 "Sovereign AI" packages directly to federal agencies, the Department of Defense, and international allies. The talk centers on how nations can utilize Nvidia hardware to train national models on state-owned text, military telemetry, and geographic data without leaking information to corporate data monopolies. [1]
  • Layer 5 (Civic Applications) & Layer 7 (The Deterministic Truth Layer): The D.C. floor will showcase heavy-industry integrations. A major thread is how federal systems can use AI Digital Twins and Quantum-resistant encryption to safeguard public infrastructure against adversarial cyber warfare. By pairing generative logic with hardcoded physics modeling, Nvidia wants to show the Pentagon that its models can function as an un-hallucinated layer of deterministic truth. [1, 2, 3]
The Direct Line: Berlin Crisis (October) to Washington D.C. (December)
The D.C. summit will act as the direct remedy and strategic response to the systemic frictions exposed weeks prior at the Berlin GTC. The two events are deeply intertwined across the 7 layers: [1]
[ GTC BERLIN • OCTOBER 2026 ]                     [ GTC WASHINGTON D.C. • DEC 2026 ]
       "The Crisis Echo"                                 "The Sovereign Fix"

               |                                                  |
• Severe European Layer 1 energy shortages.      • Unveiling federal multi-gigawatt grids.
• Layer 3 splintering (EU Data Act friction).    • Hardcoded Layer 3 Allied AI networks.
• Debate over relying on U.S. cloud giants.     • Bypassing public clouds via local edge nodes.
  1. The Energy Realignment (Layer 1): In Berlin, Jensen Huang will confront the grim reality of Europe’s highly fragmented, expensive, and legally constrained green grids. The "Berlin Crisis" refers to the continent's inability to spin up gigawatt-scale data factories fast enough to match the U.S. or China. When Huang lands in D.C., he will use the European shortfall to pressure Congress to fast-track defense-grade energy allocations for American compute clusters. [1, 2]
  2. The Sovereignty Conflict (Layer 3 & 4): Berlin will highlight severe regulatory friction over European data sovereignty and the EU Data Act. European public broadcasters and governments are terrified of routing their localized data through American corporate monopolies. Washington GTC will capitalize on this by formalizing a blueprint for "Allied AI" networks—demonstrating how Europe and the U.S. can exchange open-weight models securely across borders while maintaining local, sovereign hardware boundaries. [1]
  3. The Physical AI Transition (Layer 5): While Berlin will focus heavily on Germany’s specialized precision engineering and factory-floor robotics, the D.C. summit will elevate those industrial applications to a geopolitical scale. The discussions in Washington will center on deploying those exact autonomous robotics playbooks into automated naval shipyards, military logistics pipelines, and aerospace satellite defense systems. [1, 2, 3, 4]
Would you like to drill down into the specific Department of Defense T4NG contract vehicles Nvidia partners are mobilizing for the D.C. event, or examine the open-weight software microservices (NIMs) being deployed to appease European sovereignty regulations in Berlin? [1, 2, 3]



Before AI lifted off in late 2000s 3 underacknowlefgen Happenings: 1 steve jobs hosted Fazle Abed's 65 th birthday party silicon valley 2001; .jensen hunag and steve jobs went from coding binary to cosinf pixels; Fazle abed clarified that paulo freire culture celebrated poorest asian womens ebd poverty networking miracle -- largest NGO, providing education, health services, microcredit and livelihood creation programmes for a significant part of the population of Bangladesh. What lies behind this huge success, Caroline Hartnell asked Fazle Abed, founder of BRAC and still very much at the helm. Questioning everything they do and being prepared to tackle whatever is needed to make their programmes successful are certainly part of the secret behind the success of this extraordinarily entrepreneurial organization. The secret of success? Asked what lies behind BRAC’s phenomenal success, the first thing Fazle Abed mentions is determination: ‘We were determined to bring about changes in the lives of poor people.’ The second thing is thinking in national terms: ‘We always had a national goal; we never thought in terms of working in a small area. We thought, all right, if we work with the poorest people in this community, who’s going to work with the poorest people in that other community? So we felt that whatever we do, we should try and replicate it throughout the nation if we can.’ The third thing he mentions is inspiration. ‘We always thought nationally, worked locally, and looked for inspiration globally. We were inspired by Paolo Freire’s work on the pedagogy of the oppressed, which he came out with in 1972. It was wonderful to have a thinker who was thinking about poor people and how they can become actors in history and not just passive recipients of other people’s aid. He made us realize that poor people are human beings and can do things for themselves, and it’s our duty to empower them so they can analyse their own situation, see how exploitation works in society, and see what they need to do to escape these exploitative processes.’ Finally, he says, ‘one needs to have not only ambition but also the ability to do the work. The organization must be competent to take on national tasks. That confidence we got from the campaign for oral rehydration, to cut down diarrhoeal mortality, in the 1980s. That involved going to every household in rural Bangladesh, 13 million households, and it took ten years to do it. Then we became a little more ambitious. We thought that if we can go to every household, then we can cover the whole country with everything we do.
..
NB any errors below are mine alone chris.macrae@yahoo.co.uk but mathematically we are in a time when order of magnitude ignorance can sink any nation however big. Pretrain to question everything as earth's data is reality's judge
Its time to stop blaming 2/3 of humans who are Asian for their consciously open minds and love of education.

Thursday, May 27, 2021

........RESILIENT COMMUNITY HUNI5.1
Imagine building a metavillage in 1972 for 100000 poorest rural (without electricity) peoples in bangladesh (then 90% rural)
what would you do next over 50 years to help sustainability goals of all your people and when mrs steve jobs asks you to start new millennium share sdg learning globally?community 
fortunately a billion poorest asian women joined abed in exploring this question, and if eg glasgow cop26 is humanity's last best chance help us do some homework on the road to his alma mater or any other roads where young gilrs and boys -and communities that love them - want to be the first ddg generations		PERSONAL NOTE FROM DAD of daughter born dc valentines day 1997... I am neither genius nor hero but  think i can see when things are getting better for a community's children; in 1980s as a CANTAB statistician i coordinated about 1000 surveys across asia-where two thirds of humans live for database collected by boston's MIT.Or there's my personal experience deeply biassed as it is: - better was NOT 9/11 or anthrax for my 4 year old nor covid for my 24 year old nor much from washington consensus in between; frankly only 3 things have kept me sane this new millennium beyond a daughter's dreams: visiting bangladesh 15 times notes of which appear here; i I was told both by sir bangladesh's fazle and world bamk's jim kim that franciscan culture is worth absorbing iif you value last mile health so i visited vatican twice; and I was shown other billion girls cases by young asian graduaes who attended abed's 80th birthday party

- whats kept you hoping we can design a world that sustains youth everywhere; my extended family of diaspora scots have been sharing notes in a journal edited by adam smith scholars at sir fazle alma mater- any shared ideas welcome before glasgow cop26 or any other event where 7.5 billion people can try to unite a future worth parenting chris.macrae@yahoo.co.uk
can you help us log abed's 100 best friends and alumni of sustainability depends on eMpowering the eighth of world who are female younger poorer-abed gravitated billion dollar networking solutions arounf the first 5 sdgs - poverty food security health education community 100% lives/livelihoods matter- as well as goals 17-1 the most trusted local to global partners in deep data innovating as fast as nature's evolutionary designs demand
when we asked sir fazle abed what comes first finance food security health education community- what we heard him say (rsvp chris.macrae@yahoo.co.uk if you heard differently) they all come together but all of the practices depend on education and while facing is essential thats only when you have practice solutions wrhy of people lives and lifetimes so lets celebrate 6 ways asia's billion poorest women have changed whats possible with education
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35K views1 year ago
He was Sir Fazle Hasan Abed to the world. To us he was simply "Abed Bhai". Thank you, Abed bhai. Visit: www.brac.net/sirfazle ...
Our beloved Abed bhai is one of the most outstanding personalities of our times. We have been incredibly fortunate to have had ...
Sir Fazle Hasan Abed, our dearest Abed bhai, would have turned 84 today. He may not be with us in person, but his vision, ................

Name and current job with link to past abed coop


other

 

01 Henrietta Fore UNICEF director general new york in 2021 fore is most connected person in un networks of education -all of unesco unicef oecd browns 1 2 3 edu commissions and refugee edu networks will debrief at dubai edu expo dec 2021 as will sec general connectors: youth minister; brown's sherif - debriefs on digital cooperation in goals 1 2 3 4

news Generation Unlimited t gu-b 4.3

yidan prize has become since abed's death biggest growth collaboration of abed's education is everything to do with sdg world even more than economists! to understand where its connecting next searches include yidan erum mariam brac yidan luminaries panel- diary eg may 2021 oxford vice chancellor louise richardson - bios of oxford-yidan-  also download latest version may 21-rsvp improvements chris.macrae@yahoo.co.uk  -first yidan doctoral prize hosted in oxford 27 may -cf jo-anne baird -anne cotton learning guide used by 150000 community girl friendly way above formal curricula; nueva escuela changes dynamic of students teachers- poorest rural schools now led colobia school futures

vicky colbert main aim in rural colombia school help taechers promote confidence in kids to advance at own pace; participate in school governance- girls love doing thig this at nueva escuela where we started schools for poorest of poor and are now seen as a benchmark for future schools - cf paulo freire -new role of teacher as motivator


Lead connector of world economic forum commitmemts to change education- all un edu leaders likely to celebrate ai education leaps at dubai expo along with dubai consisten itu partner #aiforgood

 

 In 2007,Japan US embassy and JICA first helped me understand Bangladesh social business as a unique model for human development. Probably no surprise that 4.5 bracnet -its internet company connected with  KDDI Japan's number 2 cell company with advice from its investor of origin DEFTA founded by the remarkable Japanese American Stanford grad George Hara

 

 

 

 SOLUTIONS AFRICA - FOR GIRLS - 2 HUGE MOVEMENTS - BRAC-MASTERCARD EG UGANDA; ANNE COTTON CAMFED STARTED IN ZIMBABWE AS SCHOLARSHIPS MOVEMNE NOW HELPING CO-MENTOR CLUB OF UP TO 150000 MEMBERS- 

2NDARY SCHOLARSHIPS USED BT BRAC IN BANGLA FOR 30 YEARS BUT GREAT TO SEE AFRICAN TRANSLATION

other leads afrca

ashesi university ghana with berkeley future of new university edu -wise layrea 2017 key partners berkeley - most major us tech africa diaspora

africa's largest corporation has emerged by accident of investing in tencent 20 years ago- its based i south africa and looking at what education investments it can make


HU 4.1-4 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 


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2021 commitments relevant to fazle abed compass of education empowering women and poorest

HU4.1-4.6 UNICEF"S FORE Promising to coordinate learning passports and action report dubai december rewired21 with all UN edu leaders eg envoy gordon brown unesco leader oecd leader ; un hq newsleader on refugee edu,

CAN BE MAGIC TIMING FOR THOSE WHO BELIEVE INNOVATION HEALTH & EDU GROWS INTERGEN ECONOMIES NOT VICEVERSA

without James Grant- UNICEF dir gen's late 1970s + coop with BRA/CRA on vaccinating and hydrating a nations infants and mother one billion villagers in bangladesh and china would not have started up the journey of ending extreme rural poverty; although abeds rural keynsian model ie microfranchising was different that china's village capitalism models - life critical action learning networks in health multiply value in use in exactly opposite ways than zero sum thing consumption - see also neumann above zero sum games

harry daniels from oxford doing wonderful work on which youth/cultures excluded from uk schools - estimates range from 200000 to over million in england- scotland slightly better 

yidanlaureate carl 2021 transforming stem- now see science different wsy of making better decisions relevant to allfields; ALSO CHANGING VIEW OF HOW BRAIN WORKS- FROM L=OLD TIMES ASSUMED STATIC OF THAT PERSON'S BRAiN NOT WHAT EXPERINCES PERSON RECEIVE; NOW FINDING EVERY ASUMPTION STATIC EDUCATION MADE IS WRONG- GOOD EDU CAN GIVE NEW EXPERIENCES FOR YOUTH TO SELECT FROM-DEVELOPING WAY PERSONS NEURONS WIRED UP-SEE ALSO VON NEUMANN LAST LECTURES- dosions active versus passive- learner-centric versus podium; collaboratve versus each child is an island

female professor - so many silos in secondary curricula- even subsilios eg science though covid19 biology of virus chemistry; of virus politics; of communication maths of diffusion- why do we expect students to make link if we examine opposite... worse adult case gemans expert panel on how to deal with covid - philosopher included to ask difficult question!!  not arguing get rod of disciples- important to understand how disciple domain woks but must translate across disciplines- thats where innovation ops of 2020s are- 

we asked 1000 students and researchers what they thought of mess cf 2010 mooc ola reseach.... nee teacher learning communities- end passive consumption of curricula


tom see shadows of few teachers that make difference and others who cant change the system in every stat i look at

countries have different styles- us you are right or wrong - in some asia country teacher encourages explain your view


larry: edu rife faddism - too may panaceas evaluated over short term instead of systematic mapping what we were trying to change- disroups cause and effects..-while understanding his analysis of past failures to leap- does not seem to be aware of ai decade speed of demand to

big issue most k-12 teachers dont understand what university research does!

new breed of systemic reviewer of edu - unfortunately its own professions not clearly future-back - eg 30 research clearing houses worldwide

issue of researchers using specialised languages - best use of research houses translates this jargon


also research houses customers fuzzy- worst if used to make party political decision


click for larger HUNIcorn pictures .
  HUNI17-6:YOUTH SME partners as first  sustainability gen         HUNI2:food
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