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.

Sunday, May 2, 2021

remembering 2015 yearof hope, and years of agont since spring 217

2015 was the year when sdgs were launched; hugely privileged me i visited vatican university and www.premiosciacca.it and a 20 person expert group on can health reconcile people beyond borders convened at windsor castle - listening to some of the most dedicated servant leaders blew my mind- how useless has my life been compared with these valuetrue greats- but than i am just a pure maths guy - ma in statistics of 1973 from damtp university of cambridge (in my year the only practical risk we learned about was avoiding beng run over by the wheel chaired steve hawkins no small challenge in the narrow musty corridors of maths schools in 1973 where computers were not yet installed ) look for partners to app with

-2015: my main question before and after pope francis comes to usa to celebrate sdg launch is there one catholic university in usa who moocs or otherwise shares franciscan economic development ideas; after 
note on pop and pyp
in franciscan pop =preferential option poor- a latin american idea that rose in 1960s (chat to PARTNERS IN HEALTH SERVANTS JIM KIM OR PAUL FARMER TO UNDERSTAND FULL CONTEXTS) while folks north of the border were moon racing; lets ensure that ever 100 time gordon-more alumni advancement in tech per decade is app's with the poorest first

PYP ENSURE YOU TRIANGULARISE PRIVATE AND PUBLIC ORGANISATIONAL CONSTITUTIONS WITH MEDIA/VOICE THE YOUNGER HALF OF WORLD WILL NEED IF MILLENNIALS ARE TO BE THE FIRST SDG GENERATION- this 2015 update can be studied from 1976 onwaRds in the economist genre of entreprenurial revolution started up by dad norman macrae biographer of von neumann

12 months research friends in rome and i decided not- and yes we did interviews in almost every famous us university- they were all jesuit very different ideology- master-administrate the poor dont empower them to develop

a chance 5 day youth celebration on the elipse the week before independence day celebrate youth arts from 50 countries; the chinese were there trying to understand how do american youth spend their summers; what could chinese youth do to engage communities with their summers; there the origins of Cindy Mi were blossoming; the most extraordinary network that has gone on to employ 50000 american housewives tutoring chinese children virtually in learning english- even more amazingly before kobe bryant died he set up an investmet fund and cindy was its star partership with kai fu lee- networks where lives matter are alive and well if they make any of these connections

thanks to 3 chinese graduate students my favorite times on eart were those spent in 2017 an early 2017 communing between bangladesh beijing and washington dc; ;learnt so much on tech needed for #aifirgood before darth vader trump ruined relationships and health of so many decent people- how can it be democratic that one guy can tear up decades of negotiating climate; ok i am biased i have been working with adam smith scholars at glasgow university since 2008 on both climate and nearly free nursing colleges; i can tell you american leaders really dont need to come to glasgow in november unless they are going to start with confessions o the harm they have so far doe everywhere since 9/11; i get it 9/11 future shocked americans like never before but they didnt have to destabilise every border round europe by lying about iraqs non-chemical weapons; they dindnt have to subprime the world nor seven to trump it; of course this paragraph doesnt live up to any of the values of abedmooc oreconpomistdary.com but pretty much every catholic uni in usa needs closing if their professors are not to take responsibility in ensuring usa never again:
convenes random warts
collapses financial systems -see subprime
is clueless about last mile hralth apps
tears up everyone elses work on climate
whats the point of being a teacher if you let those thongs happen to the youth who you generate


pope francis - growth is for the people
Jim Kim
: I asked Pope Francis to work with us and to speak out on the need to end extreme poverty and to ensure where there is growth that the poorest 40% are always included - if he does get involved, and he does become one of our leading spokepeople for the fight against poverty i think we can build a movement the likes of which has never been seen before on earth

The GG Book of World Record Job Creators

HAPPY 2015 Jim Kim2030nowjimkim2transcripts.doc 2030nowjimkim2transcripts.doc,

http://www.tedxwbg.com/ Sources for millennials Happy 2015 dialogues of pih on 1 Ebola 2 how to leverage technology to radically engage patients on health care; UN is 2015 year of all change to sustainability goals

Trillion Dollar Audit Now: Global Social Value Health

--- world bank tedx ;

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