Very Good AI- can ai robot agents become communities' most trusted AI especially where teachers want students to discover 21st C most joyful leaps
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 Invitation from EconomistWater.com EconomistDiary.com EconomistJapan.com PovertyMuseums.blogspot.com CatholicUni.com

EW  ED   EJ  PM  CU invite you to sublet 3000+ intelligence spaces (mostly freee)

How it works – find unused month at our webs. Tell us your focus on intelligence or AI layer 5 App

chris.macrae@yahoo.co.uk

Urgency these academics and big AI say humans cant cope with intelligence explosion-  

quite the most ignorant valuation of human race my alma mater Cambridge has ever published

Let’s prove them wrong – if john lennon was alive he’d celebrate thousands of community intelligence solutions  not yet mapped from east to west or south to north or in your country unless you already love AI for all

.		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.
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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.
related - which ai contexts now need transforming education so students become smarter or deep data context attentive than teachers

Monday, August 26, 2024

16 win-win intelligence networks who could be very useful to Yunus and all the peoples of banglsadesg roadmap bangla 2.0 with ots 75 day deadline do you have other entries or questions, /tr>/tr>/tr>/tr>/tr>/tr>/tr>/tr>
.Ms Doerr/Yang/Filo/Rice:
Climate 1st new Stanford school since 10 years before Moores law began  		..09Vaux le Voyage  triple NORTH STAR system designers accelerated computing : Jensen Huang Hassabis (Einstein nature sciece) Fei0Fei Li training machines to communicate safely before being autonomous..Mrs Mandela & United Global People Twin Geneva & Every Smart Citizens' Mayor- Geneva has been responsible since !865 itu for artificial (engineering) worldwide standards of telecoms & electricity so great to linkin responsibility for Neumann-Einstein-Tiring engineers.WE CAN CREATE A WORLD OF OUR CHOICE .Yunus centre has been helping world sports stages redesugn value for youth celebrities (dashion arts sports) sunce yunus mandela talk circa 2009 (Mandela 91s7 birthday - page 92 issue 2 of Glasgow journal Social Business (2011) support from mayors of Paris Japan Milamn LA essential agead of AI world series summit Macron King Charles Korea S January 2025
Melinda Gates 12 billion $ Women Empower Pivotal Ventures fund has recently been celebrating Fei-Fei Li Basketball AJA Wilson; Athleticcs Alyson Felox; Salesforce AI leader Beniff supports Tennis's BJ King and Naomi Osaka (Tennis is Japan Emperors number 1 sport and one of few sports still  ruled by Britain's Royal Societues ;eg Golf and Soccer's rulers still under dispute; what they shound not be is not for profits whos annuual surplus then go to adminstrators instesad of youth as workers). Korea's Yuna Kim over-ruled Olympics skating jydfes insisting drugs out; 		.Language LLMs are vital to country's ai good soverignty - can Kings English Macron Japan and Dutch leaders agree how all 4 languafes can conne t 1 billion women empowerment bangladesh and every nation committed to sdgs UN2.0. Ndidia's Commonwealth AI net is co-plioting digital twin Barbados with Mia Mottley
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 xrelated references dc friends: Axios sponsor nvidia/dell DoE Sustaianabilirt AI director od America's 13 supercomp https://www.axios.com/2024/07/10/axios-event-sustainable-ai-energy
america's 365 dsay roadmap -aka nairr executive order 30 oct 2023 (day before king charles ai summit); latest nsfg pilot naiir
nst markets chips 
hipkins long leg asa america #1 research univerity now mponitired by 100+ mayors data needs and all of bloombergs other intel sources
Bsezos earth fund
Banga Twins Worls Bank map: livable planet and end systemic poverty
Japan's IGES twins with 25 year asia climate research at Wilson Centre and with bezos earth, wri and systems club- 100 cities voluntary reviews of actioning UN goals
Hoover in dc where fei-fei li presents and Condi Rice also brings 12 tech professors emerging tech report
can you help profile other cities and latest of 20 years of chairs chosen by founding families of yahoo- erik brynjolson 1(reveals mind of eric schmidt) 2(presented 2024 AI Index at hoover)

eg Nigeria's superherioines
hafsat coached by Lynne Twist of conscious capitalism and Hunger Project -THP's latest NY event
Ola Brown pretty much building nations health system first encounter MIT 2009 at event sponsored by Reeta Roy Mastercard foundation and quaditr brothers- the tech wizards of mobile bangladesh ends poverty since 1995
INTELLIGENCE: Is your nation on the clock to gov2.0. My friend since 2007 Nobel Laureate DR Yunus is literally on the clock -75 days - to issue Bangladesh gov 2.0 after 14 years of tyrant leadership by sheika Hasina. As one example I was visiting Grameen Bank in 2010 when we were locked down- a mob of several thousand hired by Hasina had surrounded the bank and wanted Dr Yunus' head. We look at 16 intelligence subnetworks that may help women empowerment most at http://www.abedmooc.com. In early November https://lnkd.in/enwQJeNz King Charles challenged the UK and friend nations to develop Kings English LLM and translations. Data Sovereignty and digital twin nations : So far Korea and France have picked up the relay baton- Frances AI world series will be combined with what Milan and LA Mayors vision as Olympics 2.0- ie how do the celebrities a generation choses to follow impact what futures are mediated. A week earlier October 30 2023 US gov exec order https://lnkd.in/ewJb7waY put usa on AI clock - click this latest NTIA report https://lnkd.in/e33YMkse and follow NSF debriefings on NAIRR co-pilot and NUST redesigning chip industry USA. Every American human should vision how different the transition networks be- open intelligence versus closed intelligence. Its likely the world will go the way usa goes. Its a pity that the UN which had 2016- september 20324 has absconded from issuing an sdg ai universe model at www.unsummitfuture.com in September https://lnkd.in/ewJb7waY

teenagers mediators of yes youth can
Hosted by 16-year-old high school sophomores Noah Konevitch of Lebanon, Pa. and Zion Williams of Clinton Township, Mich., On Our Minds with Noah and Zion is SRL's new—and first—podcast that will tackle some of the biggest mental health challenges young people face in five, 30-minute episodes.

On Our Minds - A teen mental health podcast

PBS Student Reporting Labs
https://studentreportinglabs.org › on-our-minds
On Our Minds is an Edward R. Murrow award-winning, student-led and student-produced podcast about the biggest mental health challenges young people face.

On Our Minds: A teen mental health podcast

YouTube · PBS News Student Reporting Labs
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"on our ,minds" student reporters from www.youtube.com
On Our Minds is a student-led and student-produced podcast about the biggest mental health challenges young people face. In each episode, two teen reporters ...
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