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, February 28, 2022

new university collaborations why wouldn't humans share world class solutions to sustainability crises 5.4

In the following we exclude HumansAI Graduate University labs which live up to von neumann's 100 times more tech and appear to value start ups and advancement of human lot more than paper certificates. There are issues about  how places like Stanford out reach deeply enough worldwide to reflect diversity of data autonomous ai governance must value but that is a metaverse and beyond national challenge that no one university system can advance unless UN and either transnational institutions succeed in making SDG culture 2020s united force beyond weapons or other forces white democracies claim to keep 21st C peoples controlled

related draft paper -non linear education -  submitted to unesco global university summit barcelon may 2022 

In chartering any market -in this case university -our grounded research begins with who would uniquely miss what if universities did not exist? One constituency of this mapping exercise - Societies (or we the parents of this world) might for example decide that universities which fail to help youth be the sustainability generation are not just unnecessary but pivotal to the  root causes of2020s most urgent crises our human race faces. We may also assume it is true that the overall majority of ybder 30s college students also fail universities on the trust test if they are not designed now round sustainability collaboration. Then there are practical engineering networks starting wiuth astronauts

 







What Universities run as business do is theoretically, if not purposefully. up to them . Though if they ignore the clear and current responsibility for their students as their generation sustainability agents, their certificate qualifications should be marked differently from those the public assumes are trained to improve the nation's lot as is implicit in the monopolies most professions are afforded by government. Regarding most universities whose origin is public financing failure to share sustainability networking curricula is becoming  criminal negligence on the part of university administration. After all we have the human brains and the tech to prevent extinction ; so failure to renew generations can only be construed as a total failure of the education system and/or its priority with the way the nation's development is designed. 

 Another constituency of interest to me is place brand experts - a genre i helped start in 1988 supplying the storyline to The Economist Xmas Survey The Year of the Brand and some related uk trade press articles out of which my book world class brands was commissioned.


 Whilst senior visoting fellow at bradford management school i launched the original web marketing expert learning and using the email wcbn007@easynet.co.uk hosted the world's first network of media experts who 51% agred with naomi Klein No Logo- our point was you are not going to quickly get rid of global brands as a huge leadership power - the challenge as with all powers is to multiply goodwill not the evil (or the corrucption that non transparency power spins through vested interests targeting capiatl cities democracies)



We should be grateful that Abed spent the last 19 years of his life cheering on every sustainability collab across graduates of universities especially Asian women graduate - as leading edge of #metoo anywhere that higher education  and mother nature matters.. 

Mar 10, 2021 — President Crow will discuss his and William B. Dabars newly published The Fifth Wave: The Evolution of American Higher Education, and ...
Michael Crowcrisis should herald cooperation and differentiation Reform-minded Arizona State University president shares vision for successful university ...
Speaker Details · Full Name. Michael Crow · Job Title. President · Company. Arizona State University · Bio. Dr. Michael M. Crow is an educator, knowledge enterprise ...
Dr. Michael Crow. President, Arizona State University. Greg Fahey. Associate Vice President of Government Relations,. University of Arizona. Dr. Roy Flores.

As yet there seems to be only one university vice chancellor in USA who emulated Abed practising this cheerleading role - president crow Arizona State. (There may be other's like parts of Tufts, and Bard's Botstein, that want this organisational transformation but there is arguably no western institution less designed for youth sustainability revolution than the over examined siloised publishing (debt trapping) machine that 21st US University has spun.    We hope that post covid/putin etc there will have been a change of heart at the top of more universities-please tell us if /where you seen this purpose rising

In 1984, When we co-authored 2025report.com we listed a lot of challenges and timelines humans needed to unite solutions round - eg going green, ending ever increasing national spends on arms, mapping how to prevent plagues from spreading, advance info to minimise consequences of natural disasters,  resolving discrepancies in incomes and expectations of rich and poor nations- surely all the new technology could be applied so that wherever the next child was bo9rn she had a fait chance at life. We didnt list 17 sustainability development goals but we certainly covered all their concerns

WE clarified for example how to blend education so that students could have open access to the greatest innovators of knowhow urgently required to prevent extinction. On fact we stated that transforming education systems towards this end would be a necessary condition of human sustainability. If you look around Abed's 50 years of empowering billion women to end poverty, he surely qualifies as one of the peopel's whose knowhow should be shared. Why wouldn't everyone with responsibility for decision-making that has worldwide consequences have awareness of abed's solutions. Abed was an extraordinarily modest servant leader but throughout his last decade one of his favorite discussions was how would universitioes help their alumni (at the least asian female graduates studying any sustainability relevant subject) to share end poverty knowhow whether it was that he had helped billions of women to apply or indeed other sdg solutions which he himslef had a huge appetite for. Those in the world with any responsibility for education should be asked why has so little progress been made in new university that maximis how their alumni share sustainability solutions

You can ask pretty well anyone who cares about planet earth -eg astronaut ron garan and you will find that they are urgently calling for collaboration which as yet the world's niggest governmenets and corporations are patently failing to deliver 

===== related post


https://www.youtube.com/watch?v=QGrde2_zJ4E This is yesterday's zoom from UN Geneva #aiforgood - manually the youtube algorithm sends me off to hours of related stuff-all relevant as I am piloting AI Hall of Fame for Marina Von Neumann (my family has been doing intermittent research of von neumann's exponential consequences since dad norman at the economist met Von Neumann at Princeton and became his biographer) 


Whether its in this youtube context or linkedin or lunchclub, tiktok, twitter - do you know are there any ai tools that could help me or  do i have to go through everything manually


I imagine there are better ways of phrasing this sort of question - welcome guidance or addition of relevant people if you see ways of clarifying this. Help much appreciated as world of human intel makes its next leap to or from humanity


Sent to


Jeanne Lim who previously directed sophia to be un humanoid  envoy and now  is Zbee and transnational media wizard curator of knowhow of the most helpful beings on the metaverse www.beingai.com ;


gifford pinchot founder of intrapreneurship connecting  why the economist and he from late 1970s argued for celebrating how deep learning/ innovation not how big organisations become


robert kuhn closer to truth genre  the only public broadcaster I know who confronts systems of system challenges across cultures and sciences etc 257 episodes https://en.wikipedia.org/wiki/List_of_Closer_to_Truth_episodes (English Broadcasting)


Leslie Gross Managing Director The Philanthropy Workshop Americas


Fiona Huang AI at UN world food program


Tian Wu human resources leader at bytedance mountain view, previously co-creator of LandingAI  vision ai member of https://aifund.ai/portfolio/ which includes LunchClub


Le Lu  neighbor of mine in bethesda researching AI  Health at NIH and subject leader for DAMO 


Makoto Nippon Life ESG & Gov Affairs Director www.musicforsdgs.com London/NY/Tokyo


Kay Firth-Butterfield Director AI World Economic Forum - San Francisco Hub of Industrial Rev 4


Kim-Yoon Jae launched hitech hi touch asia education commission 


Spencer of www.compasspointcap.com who helped connect last months new york collaboration festival in which Jeanne Lim was our guest of honor


Tian Wu Director ESG Debt Deutsche bank


chris www.friends20.com  prep space for last edition of The Economist's 2025 Report begun 1984 as search for alternative end game to Big Brother Washington Dc Region chris.macrae@yahoo.co.uk



 

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