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, January 30, 2022

news on goal 4 search spring 22 ;; 4.5

 


From Hong Kong's Yidan Prize and Luminaries ( and allthe people who value education as sustainability's best last chance)  ...education ideas bank

year of 21 not out yet - track reports here

from 2020 yidan report:
Sir Fazle sadly passed away in December 2019, but the work he began continues at pace. We spoke to his friend and colleague Dr Erum Mariam, Executive Director at the BRAC Institute of Educational Development, who described the team’s swift response to pandemic lockdowns. The work of our laureates l Our annual report for 2020 BRAC’s work has always reinforced the importance of women as change-makers in homes and communities. When the pandemic took away opportunities for children to gather in play centers, the team switched to the most powerful technology at their disposal: cell phones.

The power of picking up the phone kept play-based learning on the agenda for BRAC The BRAC team knew they needed to keep connected with parents, particularly mothers, throughout the pandemic. But how? Well, most people in Bangladesh own a cell phone— perhaps up to 90% (while only around 50% have internet). So in a matter of weeks, they set up weekly 20-minute phone calls, checking in on families, giving support to both parents and children, and suggesting games and activities to keep play-based learning alive. They call this telecommunications model Pashe Achhi, which means “beside you” in Bangla. Online learning platforms might be exploding in popularity, but for BRAC, you can’t beat the “power of human connection” you get with a one-to-one call. It also helps the team reach communities that might otherwise be completely disconnected. Before the pandemic, BRAC was already working with around 40,000 children in Rohingya refugee camps; cell phones have let the team stay in touch with 90% of them.Working with our Foundation gave BRAC the confidence to change plans and grow “Not for a moment did we hesitate,” says Erum. “We knew that Yidan would support us, and that gives us a lot of energy, and a lot of courage to do what we need to do.” Not only has BRAC been able to adjust its plans for expanding play-based learning in three countries, but they’re even exploring new ideas. With the help of another partnership, they’re finding ways to evaluate how they use mobile technology, echoing another of Sir Fazle’s founding principles: every intervention must be tried, tested, and improved at every stage
============================
update goal 3
Sir Fazle published in The Lancet 2013 https://doi.org/10.1016/S0140-6736(13)62112-1

Bangladesh's health revolution

related video berkeley 2015
few us universities offer more curriculum on s asia than berkeley https://chowdhurycenter.berkeley.edu/paper-prize
- the bangladesh scholars network inaugurated with this 2015 talk by sir fazle

Chowdhury, A. M.; Karim, F.; Rohde, J. E.; Ahmed, J.; Abed, F. H. (‎World Health Organization, 1991)‎
and

Controlling a forgotten disease: using voluntary health workers for tuberculosis control in rural Bangladesh 

Chowdhury, AMR; Ishikawa, N; Islam, M.S; Hussain, S.; Cash, R.A; Abed, F.H. (Brac University, 1991)

Use and Safety of Home-Made Oral Rehydration Solutions: An Epidemiological Evaluation from Bangladesh 

Get access 
A MUSHTAQUE, R CHOWDHURY, J PATRICK VAUGHAN, F H ABED
International Journal of Epidemiology, Volume 17, Issue 3, September 1988, Pages 655–665, https://doi.org/10.1093/ije/17.3.655
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