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 31, 2014

xwomen prize laureate reuters foundation

 

https://news.trust.org/item/20141118182831-2p1d9/?source=spotlight

PROFILE-Why helping the poor is an obsession for BRAC founder Fazle Abed

by Belinda Goldsmith | Thomson Reuters Foundation
Tuesday, 18 November 2014 18:29 GMT
ABOUT OUR WOMEN COVERAGE
We focus on stories that help to empower women and bring lasting change to gender inequality
Trending

Fazle Abed's work led him to win the 2014 Trust Women Hero Award, chosen from 150 nominations

By Belinda Goldsmith

LONDON, Nov 18 (Thomson Reuters Foundation) - For Fazle Abed, giving the rural poor in developing nations the chance of a better life is not just a dream but an obsession that has become his life's work.

Founder of Bangladesh-based BRAC, the world's largest non-governmental development organisation, Abed has spent nearly 45 years helping the landless poor by educating children, teaching women about healthcare and funding small businesses.

His work has made him the recipient of the 2014 Trust Women Hero Award, chosen from 150 nominations for the prize given annually by the Thomson Reuters Foundation to recognise bold thinking and high-impact work that has helped women.

Abed, 78, said BRAC may have started small in 1972, focused on helping just one village in Bangladesh, but he always knew the organisation had to grow to make a real difference.

"I always had the view that small and beautiful would not be very helpful for Bangladesh. You need to grow to have impact," Abed told the Thomson Reuters Foundation ahead of an award ceremony at the Trust Women Conference in London on Tuesday.

Abed said dealing with poverty was a stark contrast with his upbringing in a wealthy family in what was then British India.

Educated in Dhaka and then at the University of Glasgow in Scotland, Abed trained as an accountant before returning to East Pakistan, now Bangladesh, to join the Shell oil company.

He rose quickly through the ranks and a successful corporate career stretched before him, but in 1970 everything changed.

A devastating cyclone hit the south of the country, killing 300,000 people, and upsetting Abed so much that he quit corporate life to set up the organisation HELP to provide relief and rehabilitation to victims of the disaster.

DEATH AND DESTRUCTION

Then came East Pakistan's nine-month fight for independence from Pakistan in 1971, which left the new nation in ruins.

Some 10 million refugees flooded back into Bangladesh and a further 30 million people were displaced.

"The death and devastation that I saw happening in my country made my life as an executive in an oil company seem very inconsequential and meaningless. From then on I was committed to helping change lives," Abed said.

Selling his flat in London, Abed founded BRAC, originally the Bangladesh Rehabilitation Assistance Committee, then the Bangladesh Rural Advancement Committee, with the aim of improving the lives of the landless poor, particularly women.

"People thought I was crazy," he laughed.

At first BRAC focused on improving the lives of the poor in just one remote village in Bangladesh but it quickly grew as it saw the need to address crucial problems in Bangladesh, like infant mortality and illiteracy, that no one else was tackling.

BRAC staff started going from door to door, teaching mothers in 16 million homes how to cope with dehydration caused by diarrhoea, a major cause of child mortality.

BRAC also ran a four-year programme to encourage child immunisation, during which the immunisation rate rose to 70 percent of all youngsters from four percent.

"We were different from other organisations as we went from house to house to get the message across, largely to women," Abed said.

"I observed in villages that young girls looked after children, cared for household animals and collected twigs for cooking. The management of poverty was done by women in rural Bangladesh, so why not the management of development?"

The organisation also developed sustainable business models that can be replicated, creating networks of self-employed micro-entrepreneurs using microfinance to build business.

For 30 years BRAC focused its efforts on Bangladesh but in 2001, as millions of refugees started to stream back into Afghanistan after the fall of the Taliban, Abed realised his experiences in his home country could help other nations too.

"We found programmes that worked in Bangladesh worked well in Afghanistan too, so we then went to Africa with our same strategies but with some cultural adaptations," Abed said.

After more than four decades, BRAC has grown to become the world's largest development organisation, in both its breadth - serving an estimated 135 million people - and its workforce of 100,000, of whom about 70 percent are women.

BRAC operates across Bangladesh and has expanded to 11 countries in Asia, Africa and the Caribbean - Pakistan, Afghanistan, Myanmar, the Philippines, Sri Lanka, Haiti, Liberia, Sierra Leone, Tanzania, South Sudan and Uganda.

Abed's work has earned him a string of awards, a knighthood in 2010, and this year he was ranked 32nd in Fortune's list of the World's 50 Greatest Leaders.

Looking back, he said the achievement he is most proud of is BRAC's education programmes which have given seven million children the chance of schooling.

"My only regret is that I should have gone faster and maybe I should have gone abroad earlier because it took us 30 years to come out of Bangladesh," Abed said. (Reporting by Belinda Goldsmith, Editing by Tim Pearce)

Our Standards: The Thomson Reuters Trust Principles.

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PROFILE-Why helping the poor is an obsession for BRAC founder Fazle Abed

by Belinda Goldsmith | Thomson Reuters Foundation
Tuesday, 18 November 2014 18:29 GMT
ABOUT OUR WOMEN COVERAGE
We focus on stories that help to empower women and bring lasting change to gender inequality
Trending

Fazle Abed's work led him to win the 2014 Trust Women Hero Award, chosen from 150 nominations

By Belinda Goldsmith

LONDON, Nov 18 (Thomson Reuters Foundation) - For Fazle Abed, giving the rural poor in developing nations the chance of a better life is not just a dream but an obsession that has become his life's work.

Founder of Bangladesh-based BRAC, the world's largest non-governmental development organisation, Abed has spent nearly 45 years helping the landless poor by educating children, teaching women about healthcare and funding small businesses.

His work has made him the recipient of the 2014 Trust Women Hero Award, chosen from 150 nominations for the prize given annually by the Thomson Reuters Foundation to recognise bold thinking and high-impact work that has helped women.

Abed, 78, said BRAC may have started small in 1972, focused on helping just one village in Bangladesh, but he always knew the organisation had to grow to make a real difference.

"I always had the view that small and beautiful would not be very helpful for Bangladesh. You need to grow to have impact," Abed told the Thomson Reuters Foundation ahead of an award ceremony at the Trust Women Conference in London on Tuesday.

Abed said dealing with poverty was a stark contrast with his upbringing in a wealthy family in what was then British India.

Educated in Dhaka and then at the University of Glasgow in Scotland, Abed trained as an accountant before returning to East Pakistan, now Bangladesh, to join the Shell oil company.

He rose quickly through the ranks and a successful corporate career stretched before him, but in 1970 everything changed.

A devastating cyclone hit the south of the country, killing 300,000 people, and upsetting Abed so much that he quit corporate life to set up the organisation HELP to provide relief and rehabilitation to victims of the disaster.

DEATH AND DESTRUCTION

Then came East Pakistan's nine-month fight for independence from Pakistan in 1971, which left the new nation in ruins.

Some 10 million refugees flooded back into Bangladesh and a further 30 million people were displaced.

"The death and devastation that I saw happening in my country made my life as an executive in an oil company seem very inconsequential and meaningless. From then on I was committed to helping change lives," Abed said.

Selling his flat in London, Abed founded BRAC, originally the Bangladesh Rehabilitation Assistance Committee, then the Bangladesh Rural Advancement Committee, with the aim of improving the lives of the landless poor, particularly women.

"People thought I was crazy," he laughed.

At first BRAC focused on improving the lives of the poor in just one remote village in Bangladesh but it quickly grew as it saw the need to address crucial problems in Bangladesh, like infant mortality and illiteracy, that no one else was tackling.

BRAC staff started going from door to door, teaching mothers in 16 million homes how to cope with dehydration caused by diarrhoea, a major cause of child mortality.

BRAC also ran a four-year programme to encourage child immunisation, during which the immunisation rate rose to 70 percent of all youngsters from four percent.

"We were different from other organisations as we went from house to house to get the message across, largely to women," Abed said.

"I observed in villages that young girls looked after children, cared for household animals and collected twigs for cooking. The management of poverty was done by women in rural Bangladesh, so why not the management of development?"

The organisation also developed sustainable business models that can be replicated, creating networks of self-employed micro-entrepreneurs using microfinance to build business.

For 30 years BRAC focused its efforts on Bangladesh but in 2001, as millions of refugees started to stream back into Afghanistan after the fall of the Taliban, Abed realised his experiences in his home country could help other nations too.

"We found programmes that worked in Bangladesh worked well in Afghanistan too, so we then went to Africa with our same strategies but with some cultural adaptations," Abed said.

After more than four decades, BRAC has grown to become the world's largest development organisation, in both its breadth - serving an estimated 135 million people - and its workforce of 100,000, of whom about 70 percent are women.

BRAC operates across Bangladesh and has expanded to 11 countries in Asia, Africa and the Caribbean - Pakistan, Afghanistan, Myanmar, the Philippines, Sri Lanka, Haiti, Liberia, Sierra Leone, Tanzania, South Sudan and Uganda.

Abed's work has earned him a string of awards, a knighthood in 2010, and this year he was ranked 32nd in Fortune's list of the World's 50 Greatest Leaders.

Looking back, he said the achievement he is most proud of is BRAC's education programmes which have given seven million children the chance of schooling.

"My only regret is that I should have gone faster and maybe I should have gone abroad earlier because it took us 30 years to come out of Bangladesh," Abed said. (Reporting by Belinda Goldsmith, Editing by Tim Pearce)

Our Standards: The Thomson Reuters Trust Principles.

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