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, May 16, 2025


globalvillage will humansAI SDG planet, species?
@myunuslab
Thanks to DE for most exciting network to follow in these BIo20s wwe.catholicuni.com and ai20s.com drewendy.bsky.social chat BI1 of 100 do you know about turning dandelions into latex?

WHATS CONNECTION BETWEEN WI AI BI? womens intel, engineering intel aka AI, Biogeneration Intel?  from 2024 stanford first report of interactions of 10 emerging technolgy this website chnaged priority of its case study search yet again - we now invite help on 100 most unbelievable but true biotechnolgy stories rsvp chris.macrae@yahoo.co,uk Wash DC Region & Glasgow U, ED of ST James London, Bangladesh hi-trust Diarist since 2007,   & linkedin unwomens substack chrismacrae, co-author of 1984's future hoistiry 2025report, archivist Neumann-einstein-turing diaries collected by The Economist from 1951/

previously we have stidied since 1951 expectaions Neumann-Einstein-Turing had of their legancy and by how 1962 Kennedy, Japan & British Royal families were first to undersatnd intergenerational chalengges of NET's 10**18 more human tech by 2025- could this integrate with anture's system maps as adam smith first asked in 1758 with nature's tech - maths of which was tranformed by einstein's 1905 publication of e=mcsquared  ...more

Posted by at

3 comments:

  1. chris macraeMay 16, 2025 at 6:13 AM

    AIH- May 2025.Billion Asian womens end poverty networking 2006-1976 is most exciting case of Entrepreneurial Revolution (survey Xmas 1976 Economist by dad Norman Macrae & Romano Prodi). In 2007, dad sampled 2000 copies of Dr Yunus

    In 1952 my father (Economist's Norman Macrae) was asked to do the first ever named survey in The Economist. He chose to visit Japan - his war time enemy as tenage navigatora llied bomber command. He was deleighted to find Japan's superb enginners had adipted 1 deming advice on recursive systems quality and the emperor had apologised for leading japan into wrong side (hitelrs) of world war 2 and wanted Japanese peoples to design win-win world trades which they were already doing with Korea S , Taiwan, HK and Sinagpore. When dad published this stiry JFKennedy and UK Royal family actively "liked it". Whence Pacific and west cpoast usa people took advantage of the first 1000 fiold tech multipliers of silicon microelectronics. Then came steve jobs who had 3 goes and ending big britherdom - see 1984 launch ad of apple mac; see 65th borthday party hosted with fazle abed in valley of 2001; see why jobs last gift university in a phone matched discovery that coding pixels 9haung and jobs from 2002) led to deep learning coding pattern games (hassabis and huang and li and ng and koller and ibrahim and mrs and mr yang and mrs and mr Tsia 2009)- from 2009 bioai and coding 5 human senses of ai have needed resident couples at hoover this has been fei-fei li and drew endy more

    ReplyDelete
    Replies
    1. chris macraeMay 16, 2025 at 6:16 AM

      Social Business Book: and I started 15 trips to Bangladesh to 2018- many with apprentice journalists. This is a log of what we found - deepened after dad's death in 2010 by 2 kind remembrance parties hoist by Japan Embassy in Dhaka with those in middle of digital support of what happened next. We witnessed a lot of conflicts -

      Delete
  2. chris macraeMay 16, 2025 at 6:15 AM

    i can try and answer question chris.macrae@yahoo.co.uk or see AI20s updates at http://povertymuseums.blogspot.com. I live in DC region but see myself as a Diaspoira Scot. Much of dad's libraries we transfreered with Dr Yunus to Glasgow University and enditirs og journals of social business, new economics and innovators of Grameen's virtual free nursing school.

    Bangladesh offers best intelligence we have seen for sdgs 5 through 1 up to 2008, Search eg 4 1 oldest edu 4.6 newest edu ; .620th century intelligence - ending poverty of half world without electricity -although Keynes 1936 (last capter general theiry money inetrest emplymen) asked Economists to take hipocrati oath as the profession that ended extreme poverty, most economists did the opposite. Whats not understandable is how educatirs failed to catalogue the lessons of the handful who bottom-up empowered vilages to collaboratively end poverty. There are mainly 2 inteligences to understand- Borlaug on food; fazle abed on everything that raised life expectancy in tropical viage asia from low 40s to 60s (about 7 below norm of living with electricity and telecomes). Between 1972 and 2001, Abed's lessons catalogued in this mooc had largelu built the nation of Bangladesh and been replicated with help of Unicef's James Grant acroo most tropical asian areas. What's exciting is the valley's mr ad mrs steve jobs invted Fazle Abed to share inteligences 2001 at his 65th birthday party. The Jobs and frineds promised to integrate abed's inteligence into neighborhod university stanfrd which in any event wanted Jobs next great leap the iphone. The Valley told abed to start a university so that women graduates from poor and rich nations could blend inteligence as Abed's bottom of the pyramid vilage began their journey of leapfrog modles now that gridd infarstructures were ni longer needed for sdiar and mobile. Abed could also help redesign the millennium goals which were being greenwashed into a shared worldwide system coding frame by 2016. There re at Abed's 80th birtday party , the easy bitwas checking this mooc was uptodate. The hard bit - what did Abed mean by his wish to headhunt a taiwanese american to head the university's 3rd decade starting 2020?
    This website dedicates its goal of 100 amazing biogeneration stories to women empowerment and st fvrancis; as a maths guy I need lot of hlep verifying things but i believe st fracis became italy's greateast dealmaker; in his time italy mediated med sea markets and the tricontinent landbridge to asia's belth riad, africa's trasure trove of human and planet origins; nw west europe;s golden law- gis innovation was to promise his male alumni would map diversity of each place they linked world trade with and his womens network the clares would practice maternal and infant health--- so its not a huge shock that women inteligences branch through such as florence Italian expats nnightingale and maria montessoris and by 1970 found there way to 3 asian queries in one- how can women brains co-create at least as much as men- asean bangladesh china all had different system answers but they were geared to lifting life expectancy in tropics from 40s to 60s; until you do that male histiry had demanded women have 10 babies so that ho[pefully 2 boys survive diarrhea and malbutrition kiling most infants in tropical regions without electricity; as well as wasting womens brans the population crisis caused by parenting huge families is tricky; so whilst cruel by western standrads china's one child policy did the world a favour - halth teh world would be chinese without it; but better yet half of all chinese families depended on the most educated female 20 someting; its not surprising to me that chinese women lead world in demanding biogeneration innovations but without bangladesh they wouldnt have had oral rehydration as every mother's lesson number 1 and without singapore we would have an a united states of countries that love each others cultores- game on

    ReplyDelete

Subscribe to: Post Comments (Atom)