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.

Tuesday, May 21, 2019

3.4 1.1 1.2 transforming aid and last mile health - part 2 direct cash transfer- ie being best partner a global foundation could ever find for deep sdg collab


Abed billion womens webs decade 3/5: The 1990s also saw brac innovate world’s last mile village leadership in mitigating tuberculosis – trebling up on its microhealth services scaling of 3.1 oral rehydration, 3.3 continent-vaccination, as well as the most trusted 3.2 para-health networkers female communities have ever celebrated. It was through the tb solution that the 21st century started with 5 of global health’s influential Americans  Jim Kim, Paul Farmer, Bill and Melinda Gates, and George Soros became intergenerational partners of Fazle Abed. While not opened to 2004, the James Grant School of Public Health 4.6 (as first world class stage of brac university) became the first college branch of brac university 4.4/5.4 hosting world class summits- the identity of frugal last mile health practices (often hundreds of times more affordable as well as all that is practical without electricity became famous in such life shaping domains of health networking as mothers giving birth). Out of necessity most village mothers give birth at home. Brac merchandises a frugal birthing kit with all the essential tools a midwife needs for half a dollar.  

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Making Tuberculosis History: Community-based Solutions for Millions by [Md. Akramul Islam, Maria A. May, Faruque Ahmed, Richard A. Cash, Jalaluddin Ahmed, Abed Sir Fazle Hasan, Shehzad Noorani]

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Akramul Islam


brac pioneered nationwide fight against tb from 1994 as documented here; at the turn of millennium jim kim followed by paul farmer, bill gates, george soros all discovered that brac had designed the most effective village method- this was one of the 2 main reasons such influential people both demanded brac go global and formed long lasting international partnerships 

fazle abed was due to talk at world bank's second tedx -sadly neither the second tedx occurred nor abed's remaining years to dec 2019 made that possible

who spoke at first tedx in tune with abed? 

on 3.4 village healthworker end tuberculosis across the indian subconrtinent shelly batra

Can we conquer tuberculosis - Dr. Shelly Batra - TEDxWBG - YouTube

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Can we conquer tuberculosis - Dr. Shelly Batra - TEDxWBG. 3 views3 views. • Feb 16, 2020. 0. 0. Share. Save. 0 / 0. Sandeep Ahuja. Sandeep Ahuja.


on every way jim kim fazle abed bill gates george soros paul farmers networks converged jim kim


Will the poor always be with us? | Jim Yong Kim | TEDxWBG ...

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Oct 20, 2014  ...

1.1 1.2 girlsworldbank.com - fazle abed's founding partners - see harvard professor chen's quiet revolution - started up a miracle during the 1970s - the world's poorest nation became a bottom up partnership lab instead of a top-trickle down dependent- this is how village women went from next to zero productivity to at least half of nation building - ironically because of the way that britain's independence partitioned hatred borders- solutions women might have empowered over 50 years across anywhere that electricity grids hadnt come to asian villages did not reach india pakistan ot mynamar but girl did it reach half a billion chinese women- the financing method as discussed in the economist 1977 - see the village loyalty program WORK POINTS - was NOT the same- british and dutch aid were happy to give billions of dollars in 20th cetury restituition as long as it was the most effective banking and livelihood education bangladesh women could build...

 but nobody with any link to human curiosity should be surprised that nature dealt continental asians the same life critical priority challenges in tropical regions cut off from 210 years of what smith and watt started up in glasgow


1.1 1.2
on what kim and latin americans called direct cash transfer  - ie what abed invented in 1972 as bottom up disaster relief agency who invited sponsoring partners to evaluate projects in real time and across decades
 of improvement - bangladesh rising , asia's two third of youth  rising - but transferred to context of mexico


Putting a face on poverty | Marcelo Giugale | TEDxWBG ...

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This talk was given at a local TEDx event, produced independently of the TED Conferences. Marcelo shares his ...
Oct 20, 2014 · Uploaded by TEDx Talks
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