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.

Wednesday, December 22, 2021

teachforscotland.org

 our aim at teachforscotland (includes special eg climate curricula updates www)  but generally is to be friend networks for connecting life actions of fazle abed and wendy kopp - the inaugural and 2021 winners of the education nobles aka wise lautraees chaired by qatar first lady, educationforall mapmaker and sdg advocate sheikha moza

over the last 13 years  by 15 visits to bangladesh and fazle abed we have catalogued collab case studies - see eg www.economistwomen.com   www.adedplay.com www.abedmooc.com - ask chris.macrae@yahoo.co.uk for a tour if you are looking for a ddepest women can empower sustainability collaboration out of any locality connecting any locality

for official networks of wendy kopp start at teachforall.org :america ; india .... - you should find about 60 countries networks most ending .org - eg teachforamerica.org teachforzambia.org 

see our catalogue at teachforun.com

TFor c1 cuk2 cus2 ... ceos Network Partners #br0 China c1 k0 jot1:: Cambodia c1 Japan Malaysia Philippines c1 Thailand Vietnam 2 Bangladesh c1 India c1 Nepal c1 4 Armenia c1 Bulgaria c1 Estonia Latvia Lithuania Poland Romania Slovakia Ukraine 5 UK tfi ctfi Austria Belgium Denmark c1 Germany Italy Portugal Spain Sweden 6 USA c1 7 QATAR (qk) & Afghanistan c1 Israel (?first) Lebanon c1 Pakistan 9 Ethiopia Gambia Ghananet ceo Kenya c1 Liberia Morocco c1 Nigeria c1 Senegal Sierra Leone South Africa Uganda c1 : Zimbabwe c1 10 Argentina Bolivia Brazil Chile Colombia Ecuador Haiti Mexico Panama Paraguay Peru ? Uruguay 13 Australia New Zealand

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we welcome suggestions of links at teachforsdgs.com ecop26.com  humansai.com

typical jottings rsvp chris.macrae@yahoo.co.uk

skinneronsmith.docx

..edwhole.docx

As homework for final ed of 2025 report: co-launching teachforFA.com teachfor.net teachforUN.com teachforAI.com teachforsdgs.com

In 1984 chris & The Economist's Norman Macrae co-authored 2025report.com-will education sustain or destroy millennials world?: in prep for final edition in 2023 along with feedback from von neumann biography in english and japanese: follow through Glasgow's ecop26.com & summitfuture.com JournalofNewEconomics.com  Economistwomen.com- partners welcome chris.macrae@yahoo.co.uk


from rewired2021.com we love network of teach nik kafka and teachamantofish.org.uk and eg 


Ollie Bray
@olliebray
Following
Using playful approaches & digital technology to improve the lives of children & young people in classrooms, schools & education systems. Works 
@EducationScot
.
The Edtech Podcast
@PodcastEdtech
Following
Improving the dialogue between 'ed' & 'tech' through #storytelling for better innovation & impact. Join 
@soph_bailey
 #edtech #edchat #edutech. iTunes | Spotify

at teach for scotland we have 13 years of connections with adam smithians hubbing out of Glasgow University (as well as backing his questions in 1750s of systemic faults of english education system (not valuing youth as much as comforts of top profs), a lot of connections from ecop26.com, glasgow was the alma mater of fazle abed in our view the person who valued a billion poorest women and so 2 billion poorest people more than anyone else simply because he aimed to be the greatest collaborator on behalf of those community building the 5 most basic sdgs - 4 education 3 health 2 food 1 finace to end poverty and community-maximise sme livelihoods 5 to build 100000 person communities of full employment and total respect for diversity between wmeon and eman, skins of all colors or any other mulripler of co-creative 100000 real peopel can digitally linkin as well as last mile serve -pease note we live in a digital age where an adults personal network may be every opportunity and threat but while a child grows up the real community locally around her is safety, is peace and kindness , nutrition , joy (or if you are unlucky where you are born the opposite) - sustainability will soon of mot already depend on wherever next childbieng born being a thriving space ebacsue the thousand or so nearest families help each other o such basic colaboratiosn as nature/climate de,ans, ending covid requites, safa and happy youth neighborhoods must-needs blossom eberywhere in 2020s -  why can't everyone be a teacher and a student in an era where we have teh tech to be the smartest and most loving peoples have ever been? 


currently we also mind the following .org though we would happily pass them over to wendy

english chinese europe AI UN HK sdgs MD

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1 comment:

  1. chris macraeDecember 8, 2021 at 6:27 AM

    scotlands leading delegate to wise 2021
    Debora Kayembe ديبورا كايمبي
    الرئيس، جامعة إدنبرة
    Rector, University of Edinburgh
    About me
    Biography
    Since her induction to the RDC Bar in September 2000, Debora has focused on legal, political, and language issues in Human Rights and International Law.  
    Ms Kayembe joined the Institutes of Translation and Interpreting in 2005, where she qualified in five languages alongside serving international organisations by aiding the resettlement of war crime victims.
    In March 2016, she joined the International Criminal Court Bar Association. Debora is a qualified paralegal in Scottish Civil Court practice and on the Board of Directors of the Scottish Refugee Council.
    In 2016 Debora joined the Royal Society of Edinburgh (RSE) representing refugee minorities and in 2019, Debora became the first African citizen to have her portrait erected at the RSE, honouring her contributions to Scottish Society.
    In 2021, after her Freedom Walk Campaign, Debora became the first person of colour and only third woman to be elected as Rector of UofE in 437 years.

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