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, May 5, 2024



Celebrating 15 Deepest Human Intelligences to be coded into engineering Inteligence Systems

U- Uniting 8 Billion Beings; 1 billion Poorest Womens sdg intel since 1970-2019 (as different to being ceo of major carbon company Royal Dutch Shell E Asia)  While Fazle Abed was alive he represented bottom up service aka Franciscan or Consciousness cultures and implemented this through gov2.0 - knowhow solution 1 billion asian mothers (and so another billion fathers) operated to resolve bottom of pyramid's deepest challenges 

Open Commons Rights to Human Intelligence Code Mapping asserted since

 1843 Royals English Language Mediation (New English Constitution) UK Royals & The Economist Adam Smith's Entrepreneurial Revolution Network;

 transformed from 1951 with NET (Neumann Einstein Turing

)updated fir millennials goals & intergeneration survival valley ai partners of abed (leaps 2001, 2009, 2016, and King Charkes AI world seruesw relay begun 2023)


U Guterres public servant gov2.0 since 2001 (Portuguese red cross/UN WHo & Refugees/UL lead 2017)
Before death in 2019 Fazle Abed main U code due to intel of 1 billion asian womens development since 1970		V Jensen Huang partners valuing future designed million rimes more accelerated compute; company value multiplied 100 fold as since 03 became accelerated compute system of gamers, of life sciences and climate , of ai - andrew ng told huang oo stnford headhunting li 2009X Fei-Fei Li 2001 young phd - cyber-euro train computers to vision; host of data world champion ai breakthrough 2012; Stanfird AI since 2009Y Hassabis 2001 young phd London cyberneuro- trained computers in pattern games; royal soc scholar travel Stanfird 2009 met Li; biggest first investment gainer from Li 2012 google brain deep mindZ King Charles 60 years tracking Neumann-Einstein-Turing engineering compatible rise of japan-korea s, taiwan, hk - since 2023 host of ai commonwealth world series (knighted fazle abed 2009 versus valley celebrations of abed 2001 led by Jobs Family , soon foundation maps  Melinnda Gates, Doerr (cf Economist's why not silicon valley everywhere 1982) and Yangs
W Womens Global Media
twin intelligence & sports supersars		Code 1 AI climate marketsCode 2 AI Life sciences marketsCode 3 exp transparent valuation all other trillion $ marketscode 4 New coding AI4all; democratising coding, data soveregnty, data mapping nature's diversity/openness; deep learning million times more compute /autonomous
code 5 education transformationcode 6 Investor Algorithm etccode 7 map Genomics out of any GOS -every map may need view from geocontext - nb poles to poles and equator very different from temperate zone top 8 capitals located in N of 30code 8 intel of sdg microfranchises women advanced development around particularly 5 deepest goals communities can empowercode 9 Trian gov2.0 policy ai/nairr - what to engineers know regarding regulation realty

 At his 65th birthday in valley 2001 corresponding to year MDGs were launched and his 80th birthday spring 2016 corresponding to first year reviews of 17 sdgs - abed chaired education transformation responses. Guterres accepted overall system design map un2.0 which was written up by melinda gates dei-fei li a(a14all);-- the 4 digital syste designs 

AI for good

change how education spends unde 30 times DC1

change how (delivering) education spends over 30s time

Build local and global (universal) connectivity for all


A fifth space CODES 9referred to deep data design connecting einsten maths most ntably integral to climate and lif sceince ai

the other 4 piesces were upates of Un from 1945 ie

trust/safety/goodwil

rifhts ; human values beyond and ar borders eg refugees (resolving borders as where systems compund cinfucts if professions extrnalie risk

inclusion within a place's rules

i 


Between 1971 and 2001, gov 2.0 was innovated. This means communities developing sufficient capacity to feed, health-serve, educate, and build family home life for all.

1 billion asian vilage mothers(mainly inland tropical) designed bottom up 2.0 governance roung 5 deepest data/goals and action networks; they did this with trust/love by word of mouth and once they had gained lieracy by print of mimimum learning franchises needed to sustain positive business cash flow; because life expectancy had been in low 40s at the start; two critical foci of non linear education- what was needed for young mothers to run a village businees; then what was needed to host their own primary schools were core to systemise first

what happened to 3 other components - teen education, college education, pre-school education was largely addressed from 2000 when parterships were avaialable to bring solar and so mobile to rural areas which had never seen a grid (electric, telecoms, sanitation); another issue was some nations brween 1971 and 2001 succeeded to do briliant civil engineering; in these places the challenge was how to systemise the rural-urban transition; in other places, the infrastructure inland wasnt as good as the coastal infrastructure malking this the hardest curriculum of gov 2.0

Abedmooc.com offers the purest form of gov 2,0 intelligence as it fl=ollows the development by women (and a few male engineers)  of the 8th most populous nation as of 1971 (independence, the poorest its all rural with no critical minerals and it had been double colonised; when britain granted indepenence to the quarter of the world in the indian suncontinent, those east of calcutta did not get such freedom; they got colonisation by west pakistan and they lost access to the  19th Csuperport cacutta now kolkata that theu had originally co-built and traded through

To understang banladesg gov2.0 1971-2005, you need to map intelligence of the 5 deepest goals plus piueces of other goals; for example goal2 end huger shoud read end death by starvation or dehydration; in effect while those of us who have experienced man made engines we needed to recognise that the enery source of engines is as yet in conflict with boith sanitation and energy sources of humans.

Another issue is vilagers could gain investment from city dwellers where they were sponsoired to build green solutions such as social forestry - or indeed adfrica's green belt movement; moreover as bangladesh transtioned from 90% living in villages to 65%, villagers were immigrating to cities. What talents did girl villagers most need to survive in the city. Eural bottom up government prioritised 2 things:

care giving, basic first aid nursing , ending cholera an invention that had come from the villages, ending rural TC which as infectious disease citizens needed to, and the arts - sufficiently for bangladesh to become world's number 2 in garments; however unlike the occupations we discuss at abedmooc, the valoue chains of graments were run top down and so crises like the rana plaza factiry death of thousands of women have occurred. 

Lets look at

food and health community social businesses first ; then work out hich patches of finance, education, women govering rural bottom up were sequentialled needed for bangadesh miracle 1971 -2001; and then tackle whether progress has continued 2001-2020


please note the engineer who was number 1 in botton up nation buildin fazle abed died decber 2019 having begun representing vilage women soon after his previous employer almost git him assassinated; abed had been regional ceo for royal dutch shell; how he survived being assasinated by one of the big oil companies is a very numanced story


unfrtunatley there are no complete western coleg curricula; however king charles has seem a lot of  fazle abed's work (and indeed knightred him) the toyals of netwheralands and japan have access to a lot of this intelligence; the last american to have completely helped was james grant while at unicef; a lot of help has come from west cast as mr and mts jobs histed 65th birth day wish party with the vallety for abed in 2001

a canagiuan immigrant from lebanon has done most to trabsfer abed's intelligence to africa and indeed mediated digotal solutions which might not have reached abed without this space and its relationships through mit, abdul latif (japan toyota in middle east) and legatum a dubai mainly expatriate designed bank; finally sheika moza from around 2010 (first lady of qataer) wanted to beuind a global womens university and started both education and health laureates wise and wiseh with abed as her system mapmaker of origin


we welcome thise who wnat yo specify how a frncahise worked which we havent covered we are not interested in quarelling about how these joigsaw pieces came together


we have linked this to diaries of von neumann einstein turinf, the scot who wrote up the leagelse of indias independence and a scottish teen whossurvived spend ing hius last days as teen age navigator alled bomber command burma - his diaries are the ones we and adam smith schoilars have the most access to- see also glasgows 2 new journals social business and new economis

right now we are interested in discussing how dies this womens intel blend with king charles ai world series; 5 ai for all world class enineers and leadershio architects ; 500 most human intelligences

please mail me in washington D at chris.macrae@yahoo.co.uk 

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