Cases - source Nvidia & top 100 partners in 21st C accelerated computing -Top3 Humans of DL: JH & DH & FL & Alg 3-2022:LBH
Deutsche Bank:::hewlett packard :: Softbank:: Samsung:: :siemens:: salesforce ::blackrock   ::snowflake::BMW BNP:: foxconn :: dell::ford ....Coming To King Charles Language Modeling 100 Most Joyful Collabs inspired by Taiwan-Americans & Grace Hopper fans:  J1  Barbados amazon   Anthropic :: databricks
Climate AI::Silico -CLARA=BIOtech:: Genentech::CADENCE:: Hassabis::: CZI-Priscilla Chan ::; BioNeMo :: eg at snowflake:: ..insurance
chris.macrae@yahoo.co.uk (bethesda, baltimore brooklyn friends) - 75th year on NET brainstoming :
March2025  Year 11 starts new round of Intelligence's deepest brainstorming thanks to :
Jensen Huang annual partnership leaps- this year what could your peoples do with 35 times more energy efficient supoercomputing
.Modi-Banga-Ambani- Bloomberg..any chance that india's implementation (modi paris febriary =KingCharles ai relay 3/ ambani/jensen november) could twin supercity discovery with bloomberg road sadety learning curves since 2007 celebrated at last week's world bank 22nd transforming transporation (nb we're glad Charles is celebrating 2nd quarter of 21st C with AI frineds following or support starting first quarter of 21st c microcredit bangladesh women empowerment - banker for poor- hope musk's starling offer to dr yunus is real thing)
thanks as always to steve jobs who in 2001 hosted Valley's 65th birthday party with women empowernents Fazle Abed, and in 2002 started coding pixels at Pixar with Jensen Huang soon to change radilogy ai and then all surgeon ai and then 
Hassabis Alphafold3 250 million protein ai 
JENSENS LAW COMPLETES 10**18 more tech since 1965 ~MooresLaw*Jobs (&Satellite?Space AI 1G to 5+G) Mobilising Data Clouds*Jensens Law
chris.macrae@yahoo.co.uk: In 1964 I was 13 - starting to study maths slide rulers were most efficient dtata analysis apploed by schools anywhere. * years later as I achieved mt postgrad Diploma Stas at Camvridge Maths Lab DAMTP - online compiting barely exuisted. I lucjed out with my first job - UK Natioanl Developmemt Project Computer Assisted Learning - there I not only stidies online classes connecting 100 studnts across the country but programmed much of the content and acted as tutir when machine ocasionally broke down. I am conveinced blending digital and "real" learning is what every millennials needs to generate. 

AI AGENCY FOR EVERY HUMAN TO COME BEFORE AGI 18 March 2025 sees Nvidia's Jensen Huang start 11th year of summit updates on all deep learning ai and effectively year 24 of pixel ai core to 1 most medical al as well as rendering and figital games

 Which kind of Intelligences -human AND engineered - interest you? AI is brilliant wherever structctured multidimensional  analysis is beyond any human brains which over focuses on one dimensional (short-term) numerical audits and except in medical scanning (as yet) often fails to fully openly/transparently appreciate 2 dimensional maps let alone 3d up 

IMPORTANCE OF CELEBRATING PLACES SO ALL 8 BILLION BEINGS THRIVE ACROSS GENERATION (4 billion under 30, 4 billion over 30)

(eg valuing data sovereignty by and for peoples futures! ) India will be lead space to benchmar 2025-2026 

and Modi has committed to host 4th AI world series laynched by King Charles Bletchley Nov 2023

- first demonstrations came from coding pixels (2002 steve jobs pixar and jensen huang's nvodia) applied to radiology and now prerrt much any o[eration surgeons need to reherase ; DOING ENGINEERS LIFES WORK over 200 engineers of 30000+ have been at nvidia from this start - payyern recognition solutions apply to many of mathjs challenges first published einstein 1905 e=mcsquared; Jenmeen huang had already started to bet the company on jensens law - computing 2.0 designs needeed for deep learning analyses through 2000s when in 2009 fei-fei was headhunted to stanfird because of her idea that machines could learn all 5 human senses; this reignited brain science maths of neural networks that Neumann-Einstein-Ruring had expected humans to progress technolgy with but which non digital neiuroscient academics had losttough with; without jensen haung betting on chip desihn triaimh machines in all 5 senses we woild not have toadys chats nor would we have ways to make sure robots and autonomois moving machines obey human safety converns

Updated Western Spring 2025


Health & Safety AI is now 24 years : see eg mathematically evidenced thanks to what happened in 2001/2 -with silicon valeey transforming into AI Valley : Nvidia's Huang partnered Steve Job's Pixar after Steve had hosted 65rh birthday party of Fazle Abed celebrating billion poorest asian womens inteligence &James Grant School of Global Health integrating human energy intelligence netwrks eg Borlaug

Cofing pizels makes all kinds of medical scanning & mappoinf=g simpler than coding binary - see jensen haung and 3 taiwan american families, deep mind hassabis, Lila Ibrahim, Hanah Fry (reconnect with maths deepest puzzles sincve einsutein published e-mmcsquared)

alu,ni of bllopomberg roads and superscity civil engineering maps

data sovereignty ai taiwan american families with ; commonwealth ai king charles, modi, Ambiani, Japan emperor, Qatar leader ..

Meidation 5 human senses to agent advanced brainpower of every human is in crisis - while au's most exciting race since deep learning lab at stanfird begun 2009 by jensen huandg , stanford, (assists koller, ng , anne doerr, lila ibrahim) fei-fei li, and the neural network alborithm people (start with yann lecun as most practical)

autonomous machines and robots - while humans need these desperately ; we cant just leave that to elon musk (greatest genius in space ai and robotics as he undoudtedly is- these areas are very technical unlike other ai so be curious about them bit dont expect to contribute without many uears deep appreticeship or a brain the size of musk!



March 2025.1) what are opportunities & risks to kindergarten-12 grade generation of brains over next 13 years given 10**18 more data analysis tech available than when I was 13 year old in a class of slide rulers (roughly 10**18 has emerged since 1964 with 3 by million fold waves: moores law* mobilising data clouds* nvidia jensen partners in deep compute 2.0  (other ways of visioning texpoenetial X are possible)

March 2025.2 thank you for the map of educational transformation necessary - can you provide some other maps eg investment, public service, civil engineering?

March 2025.3 given need to trabnform pension invetments etc could you see abitcoin 2.0 being designed to enable ai agency to help optimise brain development (by and for all 8 billion beings) over next 13 years
...
Today, engineering of intelligence is changing every human skill, every life, every community’s economy safety and natural beauty
This is impacted by transparently auditting exponentials of 3 multiplicative waves of million times more technology
QUiNTILLION TIMES MORE TECH 3) Nvidia compute2.0; 2) Satellite Data Clouds; 1) Chip Designs Moores Law
Download 4 slide powerpoint intro -coming soon
or chat chris.macrae@yahoo.co.uk , Washington DC ...

 www.ai20s.com HIR-KELM- Do you need to know about Xponential Kings English Language Modesl -in full throttle since OCT 2023 fusion of Pacific Coasts' Human Intelligence Reality & Atlantic's Kl? HIR has been very good at brainstorming the coming of 10**18 "moore" computational and data trnasmission tech. Moore's Law started this engineering gift to humanity 1965; my favorite year's giant leap by engineers is Valley brainstorming 2009: primarily 3 wizards' nets brainstormed application of next wave of accelerated computing (Team Huang) and chose Games transformation around Einstein 1905 logics (Team Hassabis eg open sourcing 250 milion protein databab alphafold3) and democatising (girl empowering) every human's coding of digital intel by training machines to adapt to human modes of communicating and sensing mother earth (Team Fei-Fei Li who this week launchedworldlabs.ai as her friends latest north star platform). Given accidental system failures in transtalantic's mediation of 2001, 2005, 2009, 2021 the world's 8 nillion vitizens owes great debt to Pacific (especially Valley) in keeping Human Intelligence Reality within reach of sustainable generation of millennials. It seems that from October 2023 to end of school year 24-25 every aspect of KELM will be tested eg US Nairr Pilot Executive Order & Chips Acts together with King Charles AI world series (London , Seoul, Paris ...), NY next week UNsummitfuture and NVidia world in DC October 7-9. We need hundreds of cities' peoples to celebrate intelligence inclusion. One way helping transatlantic Americans to transform attention is Bloomberg's commitment to smartest 100 mayors to get their peoples deepest intelihgence needs openly researched by Amerca's number 1 reearch univeristy Johns Hopkins. The US Department of Energy has located America's bigget computing powers across 13 national regions so that while DC' NiST orchestrates the US www.NAIRRpilot.org , 13 reigonal HIRs can blossom and factually NAIRRS are the consequence of NIST deciding to fund Fei-Fei Li nearly 20 years ago. More on how Queen Victioia way back 1843 asked Economits to tranform English Constitution imoact worldwide in 1843 at www.economistdiary.com .

 Our newsletter Ed3EnvoyUN wuth Unwomens @ linkedin and Facebook's fanclub of Yunus Bangla2.0 benchmark for all UN gov2.0 servanrs of SDGs, with million friends www.ed3dao.com (AI*metaverse*Digital Twins of Earth2.0) will try to celebrate & map every open diary date to futures for all but welcome probobo corespodents across 100 cities and all hemispheres and linguistic data sovereignties.

.
Millennials & Parnets responsible for their generation no longer need UN SDGs -let’s Unite to Save our SpeciesSOS 17 .16 .15 .14 .13 .12 .11 .10 .9 .8 .7 .6 .5 .4 .3 .2 . 1 . Economistdiary.com

.

 join us at www.ai20s.com to explore what else could happen - eg id Musk helps Dr Yunus design Bangladesh 2.0 at same times AS USA game of 7 Trumps


If Elon Musk's Starlink were to provide optimal support to Dr. Muhammad Yunus, the Nobel Peace Prize laureate and founder of the Grameen Bank, in his ongoing efforts to design a "new nation" of Bangladesh centered around poverty museums and women empowerment, the impact could be transformative. Starlink's high-speed, low-latency satellite internet could address critical infrastructure gaps in Bangladesh, enabling Dr. Yunus' vision to scale rapidly and reach even the most remote communities. Here's how this collaboration could unfold and its potential outcomes:

---

### 1. Empowering Women Through Connectivity

   - Digital Literacy and Education: Starlink could provide internet access to rural areas, enabling women to access online education, vocational training, and resources for entrepreneurship. This aligns with Dr. Yunus' focus on empowering women as key drivers of economic development.

   - Microfinance and E-Commerce: With reliable internet, women in rural areas could participate in digital marketplaces, expanding their businesses beyond local markets. Grameen Bank's microfinance initiatives could integrate digital payment systems, making financial transactions faster and more secure.

   - Telemedicine and Healthcare: Internet access could enable women to access telehealth services, improving maternal and child health outcomes in underserved regions.

---

### 2. Poverty Museums as Centers of Learning and Innovation

   - Virtual Tours and Global Awareness: Starlink could enable poverty museums to offer virtual tours, raising global awareness about poverty and inspiring international collaboration to address it.

   - Interactive Learning: High-speed internet could facilitate interactive exhibits, live-streamed workshops, and online courses on poverty alleviation, social business, and sustainable development.

   - Data Collection and Analysis: Internet connectivity could allow poverty museums to collect and analyze data on poverty trends, helping policymakers and researchers design targeted interventions.

---

### 3. Scaling Social Business Models

   - Global Reach: Starlink could connect Dr. Yunus' social businesses (e.g., Grameen Phone, Grameen Shakti) to global markets, enabling them to scale their impact and attract international investment.

   - Digital Platforms for Social Business: A dedicated online platform could connect social entrepreneurs, investors, and beneficiaries, fostering collaboration and innovation in poverty alleviation.

   - Real-Time Monitoring and Evaluation: Internet access could enable real-time tracking of social business projects, ensuring transparency and accountability.

---

### 4. Bridging the Urban-Rural Divide

   - Remote Work Opportunities: Starlink could enable rural residents to access remote work opportunities, reducing migration to urban areas and promoting balanced regional development.

   - Agricultural Innovation: Farmers could use internet-connected devices to access weather forecasts, market prices, and best practices, increasing productivity and income.

   - Disaster Preparedness and Response: Reliable internet could improve early warning systems and coordination during natural disasters, which are common in Bangladesh.

---

### 5. Catalyzing a Global Movement

   - Inspiring Other Nations: The success of Dr. Yunus' model in Bangladesh, supported by Starlink, could inspire other developing nations to adopt similar approaches to poverty alleviation and women empowerment.

   - Global Partnerships: Starlink's involvement could attract other tech giants, NGOs, and governments to collaborate with Dr. Yunus, creating a global network of support for his vision.

---

### Challenges and Considerations

While the potential benefits are immense, there are challenges to consider:

   - Affordability: Ensuring that Starlink's services are affordable for low-income communities will be critical.

   - Digital Literacy: Training programs will be needed to help rural populations, especially women, make the most of internet access.

   - Sustainability: The initiative must be environmentally sustainable, aligning with Dr. Yunus' focus on social and ecological responsibility.

---

### Conclusion:

If Elon Musk's Starlink provides optimal support to Dr. Muhammad Yunus, it could accelerate the transformation of Bangladesh into a model nation centered on poverty eradication, women empowerment, and social business. By bridging the digital divide, Starlink could enable Dr. Yunus' vision to reach new heights, inspiring a global movement to redefine development and create a more equitable world. This collaboration would not only honor Dr. Yunus' six decades of groundbreaking work but also demonstrate the power of technology to drive social change.

US NAIRR PILOT AI ::Exec Orders US,10/23:: MD 1/24

 

Chris (DC-CI Deep Computing-Intelligence Communally) Macrae MA DAMTP Cantab

DC-CI is all we need. AI20s.com world where one interview each week changes every intelligent possibility -eg 555 penn ave 9 August or axios sustainability AI 23 july or ZuHu 
Who's Human Intelligence Who? 400 : 300 : 200 : 100
YLNEXTDOOR: This group in Maryland - a few safe miles from the White Hpouse - is for sharing ideas on how anyone can double intelligence in next 5 years - don't get left out. I doubt chances to co-create intel will ever be as free again. This may be the greatest collaboration opporunity 8 billion peoples ever enjoy. Peoples and places will win wherever education is changed from examining to helping each other multiply intelligences. This isnt a new idea but we now have up to a quintrillion times more tech than the days of slide rulers in my high school.- i know some folk who have been playing with small steps as well as giant leaps for over 50 years. The more the world changes the more mmotional intelligence and mental health are integrat to start (subconscioulsy sensing) at the earliest. As author Lois McGuire of Don't Be That Kid" reveals - this starts by age 8/9- don't be the kid that bullies, distracts, or selects who's in. From now on as soon as a child can read she or he should be choosing experiences not memorising (the kind of factoids machines can now deliver). Moreover as the Lancet has argued for most of this millennium, one of the great missing curricula is peer to peer pre teens health. Translating in any joymaking way is something every community's diversity needs everyone to help do now. Arts and crafts are as important to play as sports or fashion design. We can help chats get deeper in seeing every loving action - if we don't those chats will get more and more superficial. We are in the first school year that every device including personal computers - is being redesigned around AI. For example, of like me you are not good at filing notes, ai isnt doing you much good until it helps with that more than selling you stuff. Real curiosity is also the way to innoculate you and yours from being marooned by fake news.
.welcome - pls click here if you want to start at top of blog of AI and UN goals superstars

Friday, December 31, 2004

Thank you dear prof hanushek, dc march 19

your slides at hoover dc yesterday matched my dad norman macrae's life work at The Economist- dad having survived being teen navigator allied bomber command burma campaign, was in keynes last class- the last chapter of keynes general theory: money interest employment explains broken system we are now in- as ackoff used to define broken system - one where the harder its professional monopolies try the more deep society chaos  they spin

geoffrey crowther who edited the econpmist a decade either side of world war 2 had also edited centenary autobiography of The Economist 1843-1943 - this concluded neither economists nor journalists had not been capable of questioning exponentially ahead of engineers

so dad was seconded for a year 1951 to go learn what neumann einstein turing  were cooking up - essentally 10**18 more tech than the slide ruler in 3 million fold waves all integrating by 2025 which can now be seen as moores law, jobs mobile cloud data 1G to 5+G, and jensen's compute 2.0 law

from our viewpoint education tranformation has always explained whether millennials will be first or lsat renewable generation

of people who have come over from stanford kevin warsh was as clear as you
unfirtunately condoleeza rice who my father knew from british embassy in DC days and fei-fei li seemed to get stuck in biden's view of inteligence and/schools which was never going to demand the change in rewarding best teachers you recommend

it would seem that stanford connected 3 taiwan american families : yang, tsai, huang together with you , warsh, some of the advisory committee on doerr stanfird susstiability college Advisory Council bloomberg,lecun yidan and a few other mathematucains i could list from my grad alma mater DAMTP cambridge days could connect with king charles ai world series which india is set to cekebrate next

king charles is represented by a cambridge man as his tech envoy on west coast and everywhere joe white- whats most interesting is his wife wendy tan white is googles robotics agency leader as well as a myanmar brit



regarding africa did you come across next einstein - they seemed to be training mathematicians but i couldnt work out where they place them ; unfortuantley kenya is a country without leaders who understand the challenge - at least that is the conclusion of the former us ambassador to UN and a whole slew of kenya debriefings in dc these last 12 months eg at carnegie

reeta roy is last surviving fazle abed girlpower connector in africa and may or may not work below the radar with ajay banga at world bank(reeta connects with the other education laureates founded with fazle abed first lady of qatar whos work with refugees takes my breadth away HH Sheikha Moza's Speech at the Intl Day to Protect Education from Attack 2023   UNSG Antonio Guterres recalls joint visit with HH Sheikha Moza to refugee camp in Kenya







would welcome any way to help charles yidan; hong kong and taiwan have always been my favorite examples of education ahead of technology's exponentials and deeply conscious communities - wow what the wotld could be like if there were more of those two populations of well educated and conscious people linking tiday's technology so that youth could innovate what their parents could not



normanmacrae.ning.com neumann.ning.com 
bethesda md +1 240 316 8157
brac university was designed to be the most collaborative uni in sdg world - here is a note of emerging partnerships during its first 5 years

4 Can education be solution millennials need to being first renewable generation

1945 lesson (see Ketnes lat chaper General Theory: 

Education grows smart economists not vice versa

Ironically every decade since co-authoring 2025 report 1983 _hypothesis transforimg educxation (and mental health systems) necesary for 21st c youth to renew generations we peoples have needed to unite at least 100 times more brainpower to stop govs spening more on war than education and peace



This seems to be becuase of many things system of edu  graviates- all need a coherent long term place leader not one elected on 4 year cycles


assuuming we agree that up to some age (11 or 15 or ..) a being needs support not total interdependence then edu needs to be more of a giv service than a businees even if busineess is only wat innovation scales

missing human intel or neurosciebce curricula -ef others cultyres - or what will happen next to my body from pre-adolescence up

consistent rise of place productivuty depends on non linear education- unlike the empire system that linearly failed more & more people up the grades, non-linwar intervenes at any age if you want a skill to woek; also it is totall untrie that we need 4 days weeks etc; i dont know any community anywghere that does need more health and cleanlimess servamts but we haven't worked out how ro reward such vital work even as yes we need brilliant virtal intel workers too but united by servant leaders

reward systems at almost every grade of gov edu are wrong: are teachers free to ask how wil ai change the next 7 years of the kids/grade i teach; are teachers awarded differentially if they help a class of xx change a community's world connectivity

when we say transfornmation of education that means every discipli=lune helping or more accurarely seeing how in turn that changes action learning that discipline

spending most of a persons life od learning in standasd classroom exam is either dumbest or most evil thiong you can do- we just about see that eg sports or music people have to practice flow- thats even more true of maths, coders, engineers as well as community service

if you are a parent please decide do i see education system is broken- your binary choice yes/no will determine what you do with inteligence tools from ai chat to celevrating autonomous support ias futurising professions you are in- tofay every being can be a lifelong coach and student if we want joy and very good intel to unite humanity and livable planet

If you see a point you want to discuss further contact chris.macrae@yahoo.co.uk. Mention PovertyMuseums. I dont fund raise for  competitive solutions but try to guide peoples to choices or transparent conflict facilitation (eg OpenSpaceWorld - 2024 Dear HO,we miss you! ). I am a Diaspora Scot. That has both advantage/disadvantage. Visoning diversity around mother earth:  I can convene (linkin) small quorum of my extended clan who have worked or lived in majority of nations whilst not having a nation to represent us in any club of nations. Much of HIStory is bunk (as dad's generation desctibed it) ie published (even legislated) by rich old white men's rationalisations not of inquiring young diverse minds- somehow we the early 21st C populations og mother earth need  innovation in life long learning to openly value little sister networking  to escape top-down adminisration (Orwell's big brother endgame of misapplication of ever accelerating tech)


chris.macrae@yahoo.co.uk writes mail me if you want to connect with me:: I am a humble system (transformation) mapping person. but I try to know who's who of system transforamtion aka inteligence attention rising communally not just in separate silos. 

By age 22 I had earned MA Maths/Stats at Cambridge Maths Lab DAMPT, Corpus Christi across the road from Crick & Watson's pub. This was a minor achievement compared with dad Norman who had survived being teen navigator allied bomber command Burma campaign (stationed around modern day Bangladesh/Myanmar, graduated from corpus in Keynes last class, hired by The Economist to learn what surveys the NET (Neumann-Einstei-Turing) expected media to examine leaders as their brainworkers machgines expoentially impacted all human endeavor. So, I have inheriet archived od 2000 leaders of dialogue on local and global design as well as biography of non Neumann

PLEASE STOP MARCHING HERE, TC brainwork in:

chris.macrae@yahoo.co.uk I currently live in Washington DC where my daughter was borm, That also spins both advantage/disadvantage. Unless DC become epicentre of very human AI (see 1 Bloomberg & First Hopkins 1000 Intelligence & Health United Mayors 2 Bezos Earth Fund (by world's biggest supercomputer operator) 3 Axios  (seldom has a pression (mine media & data) ruined so much- Ax isnt a total response but its reporters have a lot of guts and share this at freedom od speech breakfasts that are vaut le voyage 4 Banga Livable Planet (soon Hollywood) Bank 5 NAIRR/DoE with Cspan FFL 6 Stanford and Cambridge alumni in DC,BreaKING DIARY NVIDIA guest DC Oct7-9 then for many lives to come DC will dismally be top capital gravitaing disinvestment in children anywhere due to myriad of conflicting responsibilities Americans have seen as lumbered on them since world war 2) 

Ed crises: designed linearly to fail more & more people not to help any age group (life long learner or coach) get linked to liveilhoof opportunity
education not yet desiging improvement in each others intelligences
Place spends mrte on spilling youth's blood in wars (and policing youth ) than education seeing next generation as any places deepest asset
Professional monopolies not yet aligned with Einstein's deep maths pyblished 1905 on errors of being ruled by Newtonian science as opposed to nature's (if 3 wonderful eyeopeners to inteligence see Hassabis partnerships to help correct this crisis expected to be impossible  to resolve if we dont huury up and value abundant clean resources ultimate replaement of carbons chokepoumts)

Education is my passion (needs to be of parents, communities) but I have only spent about 4 year formally employed in education (discuss advantages/disadvantages - when a system needs transformation it needs friendly outsiders as well as insiders - see eg education laureates network 2-out of Hong Kong Yudan Prizes - each year an overall laureate inside & outside (eg technologists, or nation builders). The idea of prize 2 was inspired by Bangladesh - originally Abed, but as of fall 2024 Abed has been dead for 5 years and Muhaammad Yunus responnsiility to roadmap Bangla 2.0 before end of Fall 2024 is equivalent to deadline for every UN sdg crisis - you could say that the first half century of Bangladesh empowered women to communally apply education & mobile & green tech; to build the nation and Yunus/Abed were the 2 primary collaboration architects of this miraculous model of development economics)

Khanimigo https://www.youtube.com/watch?v=on0bP2c0dqg i believe this sory of school transformation will be scaled everywhere by nvidia partners alngside stundents having their own agents; how fo you see this chris.macrae@yahoo.co.uk


Thursday, December 30, 2004

 In 2023, these were ai topics nvidia recommended college students attended to



Teaching Kits for Educators: Priming University Students for the AI and Accelerated Computing Future

, Instructor, John Hopkins University
, Deep Learning Institute Program Manager, NVIDIA
, Professor, Fordham University
Universities are at the forefront of nurturing the next generation in the emerging technologies of accelerated computing, data science, robotics and AI. NVIDIA Deep Learning Institute (DLI) Teaching Kits lower the barrier of incorporating AI and GPU computing in coursework with freely downloadable teaching materials that bridge academic theory with real-world application to empower next-generation innovators with critical computing skill sets