AI20s.com AdamSmith.app PovertyMuseums

AIworld: Can we data map & celebrate places where education wants youth and tech to design healthy, wealthy and joyful jobs : Taiwan, West Coast USA, India, UK, Singapore/HK, UAE, Korea, Japan, Nordica, Canada France Germany

Probable First 10 priorities of 25X energy efficient supercomputers

India Billion peoples basic ai health system & universal finance id

Agentic AI transformation womens education 9 to 15

Startup open ai ecosystem bridging hundreds of first mile agri and arts/garments etc startups with nations top 10 industries (Elon)

UK-Valley Alphafold biotech segment leaps include tropical diseases as well as worldwide cancer data

Translation of all mother tongues to everyone codes ai via top 2 language llms and decolonial ai geonomic maps

Doudna Deepest continent scaled maths problems starting with energy and health transmission

First follower humanoid digital twins- eg community safety jobs nobody wants

Open profession AI startups

Colossus space ai including drone & cable ai

Chat+inference+physical ai everywhere self driving cars' "road of things AI"

Taiwan AI Digital twin ai factories etc- from Asia to West

Earth 2.0 & all deep global data others dont want to first

HUmanoids on streets ai

Japan AI 5 asian supercity benchmark 5 or more western capitals including green model for half of countries with next to no critical minerals

Transgeneration Mapping (beyond multilateral relocation of education for millennial generation- eg united mayors ai)

HK and diaspora chinese: Digital twin university health colleges

Neuroscience etc Mapping start up ecosystem bridging cultures of 10 + regional nations and superport value chains

nft and womens metagames ai - eg beingai.org

UAE Water ai and Parallel geo-ai system but for middle east primarily desert superports and 360 degree trade maps sustainability

France - nuclear datacentre ai micro open ai and top 10 eu continent industries>

Sports AI owned by youth- end bad media and bring eg swiss into open euro models

Open history- culture ai

25 years of knowledge city ai uniting nordia elearning & human capital- livelihoods new to millennils

PLus one

Help welcomed ongoing intelligence Case Search - source Nvidia top 100 partners in 21st C accelerated computing - alphabet olf engineering inteligence - AI, BioI, Trillion$CoroprateI, DiscoveryI, EnergyI, FinananceI, GovI, HealthI, Icubed : 1) your real 1; 2 your digital 1; 3 your brain body and communal wellbeing support from agentic ai

Thursday, July 2, 2026

.PLACE	1 ENERGY.	2 COMP BRAINPOWER.	3INFRA DATA4 CAPITAL	ai MODELS	LAYER 5 AI COMMUNITY aPPS.
1.uswest-JKTHS	.VARIABLE	.GOOD	.GOOD	.YES	.yes
2 Saudi	.Best	.Good	.Good	.Good
.3 UK & North	.Poor	.	.	.Best	.Best
.4 india	.innovating?	.	.	.Best	.
.5 China	best continent	.Fair	.Good	.Best	.Best
.6 Germany	.Poor	.CatchUp	.Good	.Good	.Fair
.7 France	.Mod	.Catchup	.Fair	.Good	.Fair
.8 Global S	.>>>	.	.	.	.
.9 UN islands	.>>>	.	.	.	.
.10 Rest Us	.Behind China	.Best	.Patchy	.Patchy	.Pooe

All the intelignce tools in world are not wort a dime unless they linkin apps to scale solutions to communities deepest needs. Unfortunately most western education, media and health systems haven't focused on that yet.discuss different places community apps at http://normanmacrae.ning.com/forum

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Adapation & Hoover SETR Debrief April AI2025 extract _Everywhere that parents want to make education great again NOW needs.investing huge amounts in biotechnology not just for health or agriculture but across the board. Our investments on that kind of biological infrastructure for progress in the future truly needs to be meta/mega! Studies suggest over 50% of the GDP could be affected by biotechnology and this is a big deal but yes it's aspirational: you all could get there but not if we blow from a geopolitical perspective.Nature's reality (Einstein 1905 e=mcsquared) now means you can have localized supply chains- if you can biomanufacture something you don't have to have one biggest factory anywhere. As Stanford Biomaps guide Drew likes to point out when we walk across campus he's like aren't trees amazing they can grow anywhere right the leaf development system of a tree is unique to a particular place now imagine you (& eg 3d print) can bio manufacture anything anywhere. So, we're not talking about supply chain vulnerabilities to China anymore. Can we cheer on millennials' 4 billion brains with a bit of help from agentic ai freedom of learning to celebrate the kind of Forward Thinking opportunity that the bioeconomy could generate have

T 2024_ Stanford Annual AIndex- April 2024
2007/Golden Oldie

AI20s VERY GOOD IN A NUTSHELL

2023-King Charles is best poss AI world series cheerleader because in his teens (Tokyo Olympics 1964), he and Japan Empire family were delighted that tech and food science hag started 5-win trading down the coastal belt Japan Korea Taiwan HK Singapore

Its arguable that since 1960s Taiwan has been best in sharing intel on food, infrastructure, chips and Intelligence.

Today in Chang Yang and Tsais well as Nvidia's genius Huang pretty much all millennial hope of being first renewable gen begins and ends with Taiwanese American interaction around 4 deep learning contexts

education with fei-fei li accepted aa uniquely cooperative centre of gravity

nature's science -hassabis ai for life sciences and climate involve pattern gaming AI

Other trillion dollar sector partnership for good that humans supercomputing can assist (eg see first 100 partners of GTC2024-2020)

Sovereign AI of place - eg Charles can cheer on 20 partners with commonwealth nvidia has convened as well as Barbados co-pilot of this islands first 400 years since English arrived. Its relatively easy to search out how Huang has so special language-geonomic-culture assignments rising across the first 5 Asian countries Charles saw in 1960s with Taiwan naturally taking pride of place.

EE 2020s: National and Regional AI councils - their composition and reporting - has become a clue to that region's likely HumansAI cooperation relevant to eg UN sdgs and in advancing human lot - please tell chris.macrae@yahoo.co.uk of place councils that inspire you - the uk is a reasonable if not world leading case

Neuron=keyword1ofUNFutures.docx

how & why google brain and deep mind grew up quickly

AI20s & AIverygood hall of fame *dedication Von Neumann

09.1 Dr Fei-Fei Li (FFL) 1 arrives from Princeton at Stanford - she's probably first mathematician in 50 years to emulate Neumann-Einstein-Turing but she would never claim that- she begins annual open vision computer deep learning competition imagenet: her doctorate blends neuroscience and computing in new to 21st c world idea :if we train computers to see we can ask them to solve challenges they see all around humans without most of traditional computer programing
09.2 At Stanford Andrew Ng best teacher 92.23 founder of Mooc, also AIfund and Stanford's Mr coding greets FFL
09.3 at Stanford Jerty Yang who has sold yahoo now investing in us-asia graduates stanford as well as clouds etc
09.4 Hassabis comes from london - exchanges theses with FFL; the two set forth to change world with best ai; 2011 Hasabis gets funds to launch deepmind company; merges with google 2014 ; leads world in science ai; eg alphfold2 translates ability as world champion at go to mapping 200000 proteins donated in an open databank saving biotech millions of years of work
11.1 Jefffrey Dean 1 2 founds google brain - now sister towns mountain view and stanford (palo alto) ready for humanity's ost exciting race with intelligence

12.1 Yan Lecun'1989 mathematical theory of Convolutional Neural Networks becomes practice core of 2012 contributions by canadians 12.2 Alex Krizhevsky, 12.3 Ilya Sutskever (in 2015 co-founder open ai), and 12.4 Geoffrey Hinton, Aluxnet emerges as a lead entry of imagenet 2012 - CNN beomes a key framework of the new ai

12.5 ai in education starts being debated at Sheika Moza global education laureates which are founded with alumni of fazle abed as well as her building of women ed city and university campus and refugee edu epicentre educationaboveall - several asian countries start discussing ai as a k-12 literacy (the idea being that kindergarten teachers up are part of visioning ai as a lens to 21st c tech current affairs and future generation)
13.1 Jim Kim at world bank is first multilateral leader to talk about how can ai help- his persistence transfers to Guterres
13.2 Ms Clara Wu Tsai HU0 1 2 (Stanford alumn 88, Brooklyn Resident 1 2 3) lead funder of Stanford Neuroscience building; also Yale Neuroscience; Many Brooklyn foundations & sports- racial justice 50mn previously HK

15.1 open ai starts as a foundation with 10 mn $ funding by Elon Musk; around 2018 Musk leaves so as not to cause coflict with his ai research at spacex and tesla; in 2019 foundation openai controversially becomes a corporate ipoand origin of chatgpt
17.1 Guterres
17.2 Melinda Gates
17.3 ceo nvidia jensen huang (1) helps co-found ai-4-all.org with melinda gates- schools curriculum edited by fei-fei li ai-4=all.org including ai dance for 7 year olds up- see range of 10 currcula and intent to mentor high school engineering girls into good ai college pathways<br>

- i am really not sure a person should be in education (or public service) from now on if they are not aware of these <a href="https://ai-4-all.org/resources/">first 10 ai modules</a> - i am not saying mos schools need to eg teach neural networks but they will be in the middle of ever innovation that improves millennials lives and the peculiar thing as a neuroscience idea NN began in the 1940s and was on v neumann's last lectures wishlist of future of computer and the brain- go to 21 fr next leap as Hassabis' deepmindscvracks 200000 protein codes now open sourced; and brand news labs for neuroscientists - mrs tsai building stanford with czi making this one o3 regional zones of biohub dunding and ai2 in seattle another ai biotech leader<br>

*ai kindergarten up can do ai dance and ai drawing

*ai ten year olds up can do ethics and nature

*anyone who decides their life is going to be in tech, maths on engieerin can start on the ai of Neural Networks 1 NN 2 CNN 3 RAN 4 BAN
17.4 stanford alumni/google leaders
17.5 Paul Allen foundation AI2 etioni
those who have sposored labs etc on campus give first chance to join launches of stanford hai -see eg 17.6 hoffman- ai projects comoetition with yee
17.7 prscilla chan czi lab stanford plus 2
17.8 nobel chemist jennifer doudno gene databank - ffl and jennifer become good friends comparing similarities in their work

18.1 Lila Ibrahim moves from Coursera to be COO at London Deep Mind

19 it feels like 30+ billionaires joined in launch stanford HAI - more details coming soon-

19.1 linkedin hoffman early to funding with yee student ai pitches- also
see his review of Melinda Gates opening momentsoflift

21 everything is converging on biotech with deepmind protein database alphafold2, stanford (tsai building) from 13.2 neuroscientists now have their own space - 21.1Ada poon connects tsai, czi and stanford engineering with devices relevant to data collection ai health
23 another giant leap for education - who'd want to school where teachers not aware of melinda gates 4 book library - empowering womens intelligence; and giant convergence of HAI as hassabis deep mind london merges with google brain

university coalition
2019 yidan edu prize hong kong, south asian diaspora prize singapore, knighthood netherlands, university commencement speech ban ki-moon

5:02

brac

yunuscentre

.Breaking news summer 2018- what would the world uniquely miss if alumni networks of sir fazle abed brac and jack ma alibaba

had never existed? Probably our species would lose all chance of youth sustainability now the UN has admitted it has 17 goals but no financial access -chris.macrae@yahoo.co.uk

2:42

Jack Ma: Education is the biggest challenge

South China
•

Mapfintech edutech and collaboration trade across 65 countries
2:00

Jack Ma on the future of education (teamwork included)

EconomistUniversity.com
•

5 months ago
UN sept 2016 Jack Ma shares crisis challenge- half of youth to be unemployable unless education goes beyond classroom and standard exams....
3:42

Alibaba Group Founder and Commissioner, Jack Ma, Shares His Thoughts on the #LearningGeneration

Education Commission
•
734 views1 year ago

Jack Ma, Founder of Alibaba Group and an Education Commission Commissioner, shares his thoughts on why L-Q is most ...

Chris Macrae wash dc

norman macrae surveys in the economist starting 1962 asked how could we help
peoples join in sustaining the world- as a teenage navigator in ww2 serving bomber command
myanmar/bangladesh region

2010= tracking brac uni coalition - deepest sgirls dg alumni

index to other worldwide coalitions of global scholars and redesign of vakue chain of education from pre- to grad in association with worldrecordjobs.com - which wrj creator would you like to be alumni of
search wrj- is your favorite there- tell us of more links to alumni; if your favorite ist there- we really need to hear from you chris.macrae@yahoo.co.uk
9 clintonuni coalitions
8 schwarzman scholars coalitions
7 osun soros coalitions ban ki-moon incluing other vienna and netherlands coalitions
6 scottish entrepreneurial revolution coalitions
5 concept coalitions eg worldrecordjobs.com or zoomuni.net -most urgent missing curricula of 2020s- eg end virus curricula
4 ai in education and other uni coalitions led by singapore
3 analysis of unicorns to see which may plant graduate coalititions - unicornuni
2 you tell us of emerging uni coalitions in 2020s and youth as sdg generation
1 crimson and other coalitions of why not a silicon vallet and stanford everywhere
0 infrastructure- geonomic mapping trade for all uni

extract from five by 60 min transcripts - life in day of fazle abed, brac, world's larges ngo coaltion - on why his legacy also needs to be the most ope uni coalition of sdgs and women and all lives matter including youth two thirds of whom are asian 15% african and less than 10% from g8- queries welcome chris.macrae@yahoo,co.uk

50.00 Usually when the Chinese ambassador to Bangladesh calls me he is looking for ideas on poverty alleviation, but back in 2011 I suddenly got a call asking me about a different sort of noble project : did I have ideas on how china could avoid the middle income trap – it turned out the economist had just done a survey on that https://www.economist.com/special-report/2011/06/25/beware-the-middle-income-trap Do you have ideas about things that we (China) can do to avoid the middle income trap?

51:05 I said off the cuff I'll tell you one or two things that I think will be important for you to do to avoid middle income trap because the two countries that have become high-income countries in our region during the last thirty years are Singapore and Korea

and what have they done that peer countries in the region didn't do, I can see only two things

51:39 one thing singapore built a very high quality university designed to be the powerhouse of creating jobs, and enterprise innovation all kinds of things like that… so did korea…so if you want to build China as a high income country for one fifth of the human race, then you have to build a dozen Oxfords, dozen Cambridges dozen Harvard/MIT and dozen Stanford

do that and then you China can build a high income Society

52:22 And the ambassador said why is this? so I said well it's because in order to build these

universities you need to endow them well and you have to give complete freedom to and for the intellect- intellectual freedom will mean no controls of state – you will have to forego that -- you can't you can't get the faculty to think only on what the party line is

52:56

the other thing is that they must be self-governing institutions -universities : if you can build that then you will have a high income Society- if you can’t then you fail

dec 2019 death of fazle abed

last education laureate to fazle abed - yidan prize

nov 2019 last hi-level visits yt sir fazle friends to dhaka include ban ki-moon - convocation brac u

feb 2019 vc of brac vincent chang headhunted from shenzen hk system co-endorsed by president of bangladesh

invention bux brac u coalition's edx

fazle abed inspired dashboard shelf-unites ;

shelf-5 essential community markets of livesmatter - Safety, Health, Education , Loveq (ie community's professonals =servant leaders nor rulers by power over people) Finance

AI20s.com AdamSmith.app PovertyMuseums

Thursday, July 2, 2026

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