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.

Friday, December 20, 2019

3.1 1.2 abed obituary lancet

 Founder of BRAC. He was born in Baniachong village, in what is now Bangladesh, on April 27, 1936, and died of complications from glioblastoma in Dhaka, Bangladesh, on Dec 20, 2019, aged 83 years. In the early years after the non-governmental organisation (NGO) BRAC was established in 1972, its Founder and Executive Director Sir Fazle Hasan Abed would travel for days to visit BRAC projects, spending hours speaking to people the agency was trying to assist. “He thought that was his responsibility and the responsibility of the organisation, that it should be working for the poor people and also women and disadvantaged groups”, said Mushtaque Chowdhury, who joined BRAC in 1977 and rose to be its Vice Chairperson before recently retiring. Abed would maintain that focus on the least advantaged, even as BRAC developed into one of the largest NGOs in the world, with programmes spanning public health, economic development, education, agriculture, and disaster relief. There is also a Dhaka-based BRAC University. “He has received many recognitions, but he never thought he should be remembered. He always felt that the work or the need of the people, that’s the legacy that he left for all of us to do”, said Kaosar Afsana, who began working with BRAC in 1992 and is now Professor at BRAC University’s James P Grant School of Public Health. Abed began on a very different career trajectory, studying naval architecture at the University of Glasgow in the UK before transferring to the Chartered Institute of Management Accountants in London. He joined Shell Pakistan after returning home in 1968, and soon became head of the finance division. In November, 1970, a cyclone hit East Pakistan, as the country was then known, killing an estimated 300000 people. Abed mounted a humanitarian response, using his house as a headquarters for meetings and for organising supplies. He was still coordinating relief efforts in March, 1971, when West Pakistan’s military launched attacks in East Pakistan, sparking a war that eventually led to Bangladesh’s independence. After the fighting ended in December, 1971, he returned to a country ravaged by the conflict. Abed, who had moved to London during the conflict, sold a flat he owned there and used the money to provide food and build houses for people as they returned. “I didn’t have much of a vision at that time”, he said in a 2014 interview. “It was just a survival question. How does Bangladesh survive in a country which is devastated, ruined by bombing?” Those early relief efforts guided Abed’s founding of BRAC. Lincoln Chen was working at the Cholera Research Laboratory, now the International Centre for Diarrhoeal Disease Research, Bangladesh (icddr,b), when the cyclone struck and joined Abed with his relief work. “You always knew what he was doing was important and that what he was doing had innovative characteristics, but there was nothing that at any one time suggested its ultimate success. It was persistence and dedication”, said Chen, who is now President of the China Medical Board. Abed “redefined the role of NGOs”, Chowdhury said, with his focus on innovation and evidence gathering. “He would constantly monitor and improve the programmes.” Chen pointed to an early BRAC project to teach Bangladeshi women how to mix oral rehydration fluid and administer it to children with diarrhoea. The effort initially met with limited success, until Abed decided to pay the trainers based on whether mothers remembered how to mix the solution. “He had unprecedented ambitions and encouraged innovations”, Chen said. “I think that’s really how he reached a lot of success.” Known for saying “Small is beautiful, but big is necessary”, Abed oversaw BRAC’s growth, introducing and expanding programmes, including one of the world’s earliest microfinance initiatives, which now serves 7·1 million clients. “One of the things that BRAC has done because of his philosophy is show that you have to work at scale if you really want to change the plight of the people”, said Chowdhury, who is also Professor of Clinical Population and Family Health at the Mailman School of Public Health at Columbia University, New York, USA. Abed oversaw BRAC’s geographical expansion, from operating solely in Bangladesh to running projects in four other Asian countries and in six in sub-Saharan Africa. As BRAC grew, Abed recognised that he could not depend on donors for support. He introduced social enterprises, such as milk processing and fish farming, that now cover a substantial proportion of BRAC’s operating costs. “That reflects his vision, that he would think BRAC will eventually need these resources and to be starting these small industries”, said Shams El Arifeen, the Senior Director of the Maternal and Child Health Division at icddr,b. “I cannot imagine what this country would have been without BRAC.” Abed leaves his wife, Sarwat Abed, daughter, Tamara, son, Shameran, and three grandchildren. Andrew Green

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