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.

Monday, May 31, 2021

4.3 why sustainability may yet depend on how we spend youths time from 11+ 4.4

abed-japan embassy debrief 2012 quite frankly millennial goals up to 2015 overemphasised primaryaid  to exclusion of livelihoods and teens needs - as early as mid 1990s we were forced into being the world's beyond the classroom teens girls metalab but that may not be a bad thing- pretty much every community livelihood girls can own now has peer to peer mentoring clubs somewhere across brac international 12 countries -hi touch networking

37th annual update 2025report.com on education determines sustainability

===============if we are to leap forward in 21-22 we must get tech right for teens starting with women in most desperately challenged livesmatter communities

asia is discussing this through alumni and zoom summits of www.educommissionasia.org which starts 6 months of asia leading world change in education - see december's triple reports of the year - yidan hong kong; wise qatar;   rewired2021.com dubai and un and uae expo relay with japan

if there is anywhere that might change beyond classroom in usa try moving along with  czi 

==================

 why did all 4 industrial revolutions devalue what sdg teens needed most?

the british empire system was designed to examine out 99% of youth as fast as possible- to adminster the empire you needed to be of one mindset intellectuslly- anyone whose talents could have been pracxtica - eg artistic was the first to be examined out; 

although flow studies of maximising human potential eg csik recomment maximising time each person spebds at the experiemtial edge of the most unique skill- few western edu systems permit that- in usa you getexamined or you become a top sports star or your on the streets

compare this with nordica langiage of we hsave no bad schools, no standard exams, no homework- all our communities are safe energetic places for teens to engage their afternoons in ...

when you look to abed alumni contributions to 11-17 education- you do have to look practice by practice; until 2015 millennium goal aid focused only on primary schols getting every child in one - so in the developing world, secondary funding is extremely scarce

the fact that this forces skill by skill investments - eg coding schools for teenage girls, oeer to peer adolescent girls health training, girls small enterprise clubs in ten skills women provide to women from haircutting to garment design may not be a bad thing but you certainly need to look specifically for whos inspired who for abed 4.3

====================================

when it comes to white empire history of not valuing most teens you might want to check out my fathers 1986 survey in the economist which rewinds back to the start of adam smith's industrial revolution and appraisal of what oxford's purpose was in selecting which teens it neded and what it would do to them


ppt download


this survey is dad's more detailed follow up to the 1984 book i co-authored - the 2025 report- why transforming education will determine extinction or sustainability- and why deadline exponentials will reveal last chances through 2020s


3 comments:

  1. manolo wrote: idea of creating a pool of International School 11th and 12th graders and keeping track after they enter university. And how can I contribute?

    chief guest safiqul islam

    Chris Macrae from abedmooc.com posted


    manolo yes i think it would be great if we can start one message group which specifically asks which places support 11th grade up alumni- this can for example be the magic of american intl schools; through the extraordinary 1990s book jeffersons children by botstein-- as you know from discussions with joseph and his superstar teen afghan musician - it was intended to be the dna of soros worldwide new uni partners but the carnegie and tufts and central euro uni civic engagement method used doesnt seem to me to start with 11th graders.... conversely my understanding is if you graduated from barcelona ai and its servant leader community projects engaged in from age 7 up then wherever you go barcelona around world - even harvard! -barcelona and so english-spanish most entrepreneurial dual skills is one of the sdg networks you always love being in; so which other sister cities value their 11th graders up for lifelong impacts in co-creating the first sdg generation; i assume inger can find that our for nordica unless before cop26; i assume friends of sunita can star to map many indian states in that way; i say an interview of mary robinson earlier this week in her capacity as leader of mandela elders - she says the pandemic in one sense is a cause for hope- its the first time in the 21st c that even those who enjoy the greatest powers of global are asking for system change (for 3 years at start of 21st c i moderated emotional intel for european union across all cities - barcelona was officially top knowledge city - for the eu descxended from that valuation of barcelona youth through subprime to making madrid its top down enforcer is something i barely understand even after attending wise in madrid -manolo i will try and catch up - is anything happening between your teenagers michigian university one of the few places to award abed on health, amazon & nations navy as health servants to the excluded; if there is something happening then you need to write your own ltter to qatar foundation if i may be so bold and/or contact abeds most relevant friend in africa on that reeta roy mastercard foundation also tufts alumn and potentially able to reconnect jim kim with africa which existed while he was at world bank but sadly has gone missing since trump removed him .ops as safiqul knows a high point in soros/aded life was 2013/4 abed os laureate- all of abed , soros, pih.org paul farmer travelled to 2 days of celebrating 1 abed 2 bottom up health servants 3 soros economics in budapest; then hungary's borders were flooded with immigrants due to terrifyingly careless eu policy; and narionalism took off in hungary and blamed soros- this is not what budapest teenager von neumann intended with industrial revs 3 and 4 just as what we got up to world war 2 was not what glasgow intended ir1 2 to spin from 1760 - can anyone bring a map to cop 26 of every year n history where something went globally off path from human common sense- one advantage of reading dads bio of von neumann is you can make at least 50 missed crossroads of peace tech worldwide- welcome suggestions of any tech book 1950-2020 which can be used for such a mooc

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  3. when your family has run a 50000 city-based schooling system for over 50 years- its amazing what you pioneer for civic engagement and sdg solutions led by peer to peer teenage movements - bravo lucknow cmseducation and sunita gandhi

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