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.

Thursday, December 31, 1998

Korea or Nvidia

 

Seung-ku Lee • 1st

Reporter covering education, law and immigration in South Korea | The Korea Herald

Seoul, South Korea

Ryoung rok Kwon • 1st

Hyundai oilbank | Freight trading

Seoul Incheon Metropolitan Area

Yasamin Karimi is a mutual connection

Soonwook Hwang

Soonwook Hwang • 1st

Director General, Korea National Supercomputing Center at KISTI | Korea Institute of Science and Technology Information

Jung District, Daejeon, South Korea

Junhan Park • 1st

Econ & Business Reporter at Arirang TV

Seoul, South Korea

Seung-ku Lee & Yoojin Song are mutual connections

Kai Sato • 1st

・Master of Arts in International Affairs at George Washington University (the Elliot School of International Affairs) ・Deputy Director of the US Branch at the Organization for World Peace

United States

Neil Trevett • 1st

VP Developer Ecosystems at NVIDIA | Khronos President

Los Altos, California, United States

Youngjin Choi • 1st

Chief Commercial Officer at GODI | High Quality Li-ion Battery & Supercapacitor and Innovative Na-ion Battery

Hyderabad, Telangana, India

Venkatesh GOPAL & VISHNU SUDARSANAN are mutual connections

John J. Lee • 1st

Vice President @ The Asia Group | Government Affairs

Seoul Incheon Metropolitan Area

Birhanu Bayissa Gicha

Birhanu Bayissa Gicha • 1st

Postdoctoral Researcher at Korea Advanced Institute of Science and Technology

Daejeon Metropolitan Area

Dr. Mahendra Goddati is a mutual connection

Hyun Sang (Harrison) Park • 1st

Rodbell Fellow | Autonomous Laboratory Workflows and Research

Baltimore, Maryland, United States



x

Yuki Oshiyama • 1st

Empower AI with Trusted Data @ Qlik / Data Integration, Analytics, Agentic AI

Yokohama, Kanagawa, Japan

Yoojin Song • 1st

Broadcast Journalist & Presidential Correspondent | International News & Global Affairs | Reporter & Anchor

Seoul, South Korea

Mohamed Emam モハメッド • 1st

EdTech & Digital Transformation Strategist | General Manager | Kaizen Expert | Driving Business Development & Sustainable Innovation Between Egypt, Japan, Korea, Malaysia, and Beyond

Egypt

Sangtaek LEE • 1st

Director - AI DC Infra @ Coupang Intelligent Cloud

Seoul, South Korea

Jen Hoskins • 1st

NVIDIA Startups Global Head of Partnerships & Cloud | ex-MSFT/Cisco

Alameda, California, United States

Alfred ("Fred") Boll • 1st

Executive Director, Global Learning Hub, University of California, Davis

United States

Eric Ballbach • 1st

Korea Foundation Fellow, German Institute for International and Security Affairs (Stiftung Wissenschaft und Politik). Research on North and South Korean foreign and security policies.

Berlin Metropolitan Area

YoungJo Kim • 1st

Managing Director, CoreHub | Data Center Investment & Development Platform

Gangnam District, Seoul, South Korea

Ann Dalby Huynh • 1st

Co-Founder/ Managing Partner @ S3i, Inc | Military Spouse| Smart-Secure-Sustainable Innovation |Technology

Washington DC-Baltimore Area

Dr. Mahendra Goddati • 1st

Postdoctoral Researcher @CNU | Research | Chiral Nanostructures | Advanced Nanomaterials | Magnetoplasmonic Nanostructures | Self-assembly | Chirality | Energy conversion and storage, etc.

Daejeon Metropolitan Area

x
mika Noh

mika Noh • 1st

AI Culture Policy Strategist | Chair, AI Art Forum | Advisor, National Assembly of Korea | Curating Intelligence at the intersection of Art, Policy & Governance

Seoul, South Korea

Calista Redmond • 1st

VP Global AI Initiatives

Washington DC-Baltimore Area

Jiwoon Inn • 1st

APAC Data Center Development & Commercial Strategy | Hyperscaler Leasing | AI Infrastructure | Site Selection & Partnerships

Seoul Incheon Metropolitan Area

Vijayakumar Elayappan

Vijayakumar Elayappan • 1st

Advanced Energy Materials R&D Division I Battery Materials 🔋 I Solid State Materials I SWCNT Development in Large Scale I Green Hydrogen I Dry dispersant l Si@C

Seoul Incheon Metropolitan Area

Pablo Bereciartua • 1st

Ministro de Infraestructura y Movilidad - Gobierno de la Ciudad de Buenos Aires.

Argentina

Mohamed Mezghani is a mutual connection

Seong-Hyon Lee • 1st

Geoeconomic Strategist | Geopolitical Risk Expert (Asia/China, North Korea & Korean Peninsula)

Cambridge, Massachusetts, United States

Tomohiro Osaki • 1st

Japan Correspondent -- AFP

Greater Tokyo Area

Yui Nakama • 1st

NEC Corporation, European defence/space Strategic Partnership | Global Fellow at ESPI | Space Policy Researcher.

Tokyo, Japan

Jonathan James • 1st

Head of Talent Acquisition (APJ & Middle East) | B2B SaaS Executive Hiring | AI & IHRP Certified Strategist | Global Employer Branding | Certified Coach

Singapore