.Perplexity expliansd why so few people linking to 20 million people leading every agency of AI that educational futures revolve round:No other small or island nation is currently aiming to train as many young AI professionals, relative to its population, as Taiwan—though Singapore and Israel remain the benchmarks for workforce concentration123. In short: Taiwan’s AI talent drive is among the world’s most ambitious for its size, and it is on track to join or even surpass the global leaders in AI talent concentration in the coming years.Economic Impact: AI is projected to deliver over TWD 3.2 trillion (USD 101.3 billion) in economic benefits to Taiwan by 2030—more than 13% of current GDP. In 2023 alone, Google’s AI-related activities contributed TWD 682.2 billion and supported nearly 200,000 jobs in Taiwan3HUMANITY & INTELLIGENCE's FUTURE
Thanks to Jensen Huang the last decade has been most exciting of 75 years dad Norman Macrae 1:: 2 and then I have had privilege to question inteliligence's future. In 1951 Von Neumann suggested to dad to dad that Economists and Media might be generatively disastrous unless they celebrated questioning future's with engineers. Check out the world Jensen Huang has been inviting humans to linkin since he commited to designing million times more energetic computing including today's AI Chats and deep learning robots.
India 2024 : 2
India 2016
Silicon Valley 2024
2015 with Elon Musk move video to 97 mins 40 secs
Valley March 2025.
Taiwan 2024
Taiwan XX
Wash DC 2024Japan 2024
.Is Human Species capable of celebraing intelligence as deeper (and more open) data flow than politicians printing paper money?
Economistwater.com: Do you know that even the world's biggest nations will fail in 2020s unless their peopled celebrate copiloting waters and energy transmission (CLICK TO PUZZLES of 25% more in 2020s) maps inttrligent;y?
MOTHER EARTHS CODES: ELERCTRIGICATION POWERS THINGS WITH ELECTRICITY: INTELLIGENCE EMPOWERS PEOPLES: FRESH WATER CONNECTS OUR HEALTH & EMOTIONAL COOL Please linkin with me chris.macrae@yahoo.co.uk (Wash DC) to add where we the peoples can add to these 4 spaces for unearthing humanity's intrlligence boosters-
  • Paris Intelligence Action summit February,
  • Santa Clara future of accelerrated computimng partners- nvidia santa clara Japan's Osaka Expo - 6 months in which any nations pavilion can virally survey intelligence of any other pavilion
  • Canada's G7- will all 7 nations leaders sink or swim together. Of course if we the peoples can decide what inteligences top 20 spaces need to be, we have a chance to change every education momemt og every age of person at every community around the world in line with the future of capitalism that The Economist premiered in 1976.Japan and silicon calley had payed with the first decade of moore's law - would other places be free to entrepremeurially join in the milliion times more compute in time?
  • .Fom Glasgow 1760, engineers artificail system designs became humans 3rd & if integrated respectfully with nature's man's most productive tool alongside bitech waves of water and heat. Long stiory short innovation opportunities and threats to humans in 2025 now that we have 10*18 more tech than 1960s dei=fine surval of commmunities and species everywhere. Ask eg Grok3 whose inteligences or agents 15 year old stidnts and teacgers most need to know about. Benchmark against 6 multipliers
    Jensen Huang or whomever platforms are needed for 2 main types of deep learning ai : bio and making humanoids safe2 Hassabis - whose ai pattern games have made biotech an innovation likely to imact more thahn half of gdp by 2035, often very locally, 100-year catch up with einstein's core maths e=mcsqaured published 1905
    Yann Lecun -we need an academic concerned with open sourcing worldwide student access to what's next - who do you choose if yann lecun not most open academic maths guy inspiring your peoplesMusk - well I am not sure anyone is jealous of musk as biggest brain in the world-don't expect him to suffer jounalist fools lighhtly
    6 Drew endy - or who is sharing with millennials hundreds of startup discoveries of biotech as locally regenerating as batures own source of energy photosyntheis has for millions of years played water and heat games on birthing living systems
    .Lets share some lunchclub updates -more at Economistdiary.com/2020 eg what are varous ways ordinary pcusers are expected to use the new ai pc- at different entry level- for example am i correct that one has to invest about 15000 dollars to be a lamda 3 connector through pc? Or for those (eg parents of 11 year olds in usa 2025-8) who just want eg emails whatsapp zoom (tiktok) linkedin algorithms to sort out 30 years of virtual connections whats min dell system to buy? I am also looking for chapter s[omsors of 2025report.com last of 75 years of mediation by my family and von neumann family and for 40 years The Economist 1951-1990 including now King Charles AI summits- from 1964 Tokyo Olympics win-win between both island post-emires (dad norman awarded honors by both)

    Thursday, July 3, 2025

    thks to ai20s.com and 70 nations st7udemts queries in Dc 2024-5

    Since Von Neumann shared his last notes with my father Norman and Economist sub-editors in mid 1950s, we the 8 billion humans of 2025 connect at least 10**18 more tech through such million fold media-data-change platforms as chips, satellites and computers.  

    But what intergenerational good is this all doing to we the peoples' communities and families at foundation levels such as water and food, energy and safe home life, livelihood education connecting tech and human btainpower...

    Mathematically deep data analysis and ai games are changing every college discipline but what if millennials also need intelligence to generate twin nations that care for each others people at least at community needs level - health, safe family homes, clean water and food - tell us which twin nations you like to friend

    x

    x
    Game on : Engineering Giant Leaps in Humans Inteligence- India's Turn (IT)?
    Chris AI Macrae MA DAMTP Cantab on LinkedIn

    Saturday, June 14, 2025

     https://www.youtube.com/live/p6hX206xszI?si=nmk0qdRvr_34WK4-&t=6984

    DATA SOVEREIGNTY LAST WORDS BEFORE G8 from Paris Vivatech summit June 13 https://www.youtube.com/live/p6hX206xszI?si=nmk0qdRvr_34WK4-&t=6984
    Macron – I used to make speeches to invest in intelligence but now on stage with intelligence's world number 1 ceo Jensen Huang–  Dear Jensen :you’re doing my job so now I can go to bed

    - more www.economistwater.com - 1955 Messina.; 1982 why not moores law valley everywhere - 1987 taiwan replaces army with chips world leadership ...Vivatech's  Guillot- jensen please tell the president why it is important each nation create its own AI system (data sovereignty)
    JENSEN because you cannot afford to outsource your Intelligence: of your country and codes: it's people's knowledge history culture common sense values -that's intelligence,
    SO, do everything in your power to advance AI here; of course there's nothing wrong with using public AI & cloud AI but you cannot afford to outsource all of it especially because incredible  talent here in France : great conversation about deep science:, engineering mathematics you have the brain trust here you have the human capital

    MACRON  always very happy to be here at vivatech- you've achieved
    goal #1 tech conference in the world  so congratulations

    .https://www.youtube.com/live/p6hX206xszI?si=Xkk5S-vk0AhEfwbf&t=6637

    1:56:30

    Monsieur le président Macron

    1:56:44

    PUBLICIS/Vivatech   Guillot: jensen maybe you can tell to the president why it is important that each

    nation create its own AI system

    JENSEN because you cannot afford to outsource your Intelligence: the intelligence of your country and codes:

    it's people's knowledge history culture common sense values

    that is the definition of intelligence that intelligence cannot be outsourced

    you should do everything in your power to try to advance AI here; of course

    there's nothing wrong with still using public AI and cloud AI and such but you

    cannot afford to outsource all of it especially because you have incredible

    talent here friends as you and I were having the great conversation about deep science

    deep engineering deep mathematic you have the brain trust here you have

    the human capital  -


    MACRON I'm always very happy to be here at Vivatech and I have to say that when Guillot started vivatech

    challenge  in 2016 to be number one tech confetrence in the world and you did it and this is the record

    this year so congratulation [Applaudissements]

     

    Macron –I am used to coming here to make speeches to invest in intelligence but this is ny first time being omn stage with intelliugence best ceo Jensen – you’re doing my job so now I can go to bed

    Honestly what Jenson just told us is super important and what is very important is that having the entire

    world but the French ecosystem hearing that the fact that we have all these

    assets talents ecosystem energy infrastructure ecosystem//

    you are totally right this is our fight for sovereignty for strategic autonomy which is to say we want to keep

    that we want our cloud cloud we want our data centers we want our computing

    capacities and we want all the services and infrastructures allowing us to preserve this this

    intelligence


    1.50.21

    Intelligence Value multipliers are strategic

    Mistral’s Arthur Mensch- you cant have foreign entities holding turnkey to strategic infrastructure

    -the system that will be deploying for critical infrastructure that's extremely important true for

    defense it's true for energy true for any governmental services and then

    there's another aspect which is we can by partnering in between European tech European tech ecosystem and the European

    leaders the European champions we can actually create a lot here and creating valueing new startups

    have people coming new entrepreneurs have funds that are coming and so that compounds that has compounded for the

    last 60 years in Silicon valley and in Paris we started to do that I think we're like

     

    maybe 15 years (in 2009 was when Jensen Huang Fa,mily founded Deep Learning AI Lab at Dstanford Engineering quadrangle

     into the journey but I'm sure we can go faster if we actually come together as as one economic region

    that wants to create value here

     

    Vivatech and Publicis’ Guillot: Jensen What I really like what you have said and what Arthur has followed on is that you have

    not taken the the concept of sovereignty from a

    strategic point of view or from the defense of the interest but from the

    cultural aspect and this is something which speak a lot to

    my heart when I started to to build the global network of publicis I decided that we

    should move from instead of being just international but

    deep in each country and the reason why we picked viva la differ

    because we believe that each country is different it has its own culture and I

    think that is really great that you started from this point of view

     

    To Jensen Huang: when you 

    look at your colleagues (eg zuckenberger) in the US they are not at all thinking this way

    and when you have conversation with Macron and the others um how they are reacting

    to your approach because they consider for example that all data can be located in the US there

    is no issue : they should have access to all data without

    any difficulty and they should crunch all data of the world without any limitation

    Jense- how when you have those conversation with American colleagues- how do they reason

    Jensen: i haven't had those conversations it doesn't matter how they react; otherwise I would ask him I I on first principles believe that

    2:09:51  [Applaudissements

    .let me say this week’s announcement of

    Partnership between Nvidia and Mistral ai  is for an historical one

    2:00:14

    [Applaudissements]

     

    i mean this is absolutely unique and we

    want to help them in February during France’s AI submit we

    launched a lot of projecst to have computing capacities and data centers and I want to thank all those who launch

    MJX and some of those who launched very important projects and and additional capacities but now with such a global

    Player as Nvidia number one going upstream

    in the system we create so many synergies

     

    and a complete offer which will provide something unique to all those who want

    to use both m solution and Nvidia software Nvidia solutions and so on and

    2:01:11

    it creates the capacity for us to scale up obviously but a capacity to build

    actual French and European off and I want to thank you for this

    trust and this is synergies between two of you and I know that a lot of companies

    started to commit so you had the first offset and it was a challenge because we

    2:01:35

    met few days ago and the main question of was to say I mean will we find big

    2:01:42

    companies committing with us and and in fact starting to commit to buy solutions

    2:01:48

    and and join in few days would

    2:01:55

    french and Nvidia teams man to have sufficient number of people

    2:02:03

    and very big cookies I have to say some of them are in this room so it means

    2:02:09

    large companies top notch French groups

    2:02:14

    and they took the commitment and you launch your offer so I want to congratulate you because this is really a game changer

     

    Jensen Huang Yes congratulations President Macron; let me say thidsd

    I was at the president's office and describing this idea and I told Mr president that

    Arthur at Mistral needs the support of the largest companies in France

    and Mr president says "Who are they let me call them."

     

    And  he called them and in just a few days Ins the great

    companies of France came out to support Arthur and I think it's fantastic now now the

    circulation system business in France could be delivered through businesses in

    France and this circulation is going to be fantastic for the economy it's going to be fantastic for starting a young

    company and getting a bootstrapped that flywheel will start to go this is how it

    happens and just by asking Mr President for a little bit of help he mobilized

    this team to support us thank you

    .2:04:33

    iJENSEN  I bet never in your wildest dreams

    when you started Mistral did you expect that your president would help you get your customers

    ARTUR

    yeah

    PRESIDEN MACRON it's been very useful i will tell you because I think super

    2:04:50

    important for obviously and and the company but it's extremely

    2:04:58

    important for exactly what you said because this is a whole ecosystem working together and we did it for all

    2:05:04

    the startups some of some of them will join us and some a lot of them are in this room but because we want to be sure

    2:05:11

    that we will be working with European solutions we want to cooperate with

    2:05:18

    Chinese American Korean solutions on but we want to be sure that we will choose

    2:05:24

    this corporation but we will not be dependent on them and and it's very important for us precisely because we

    2:05:30

    speak about our intelligence our brain our culture about our history we want to preserve this divers level of diversity

    2:05:37

    and this is exactly what and it was it's the very at the

    2:05:42

    cornerstone if I may say of of the whole restructuring of the industry but now we

    2:05:48

    had to secure indeed AI infrastructures

    2:05:54

    and this is what you  NVIDIA provide and your solutions and your software and such a global rich that this is a game changer

    2:06:00

    for us because it will allow us to have more clients and to secure precisely uh

    2:06:05

    all the synergies and now what we want to do because I raise a question to Jenson we want now to go upstream we

    2:06:12

    would have to have more and more we do have a lot of companies and French companies working with you when you

    2:06:18

    deploy capacities and so you mentioned them during our first meeting but we

    2:06:24

    want to go and have the packaging of

    2:06:30

    of the chips in France and the production the manufacturing of the chips in France

     

    Jensn which is why

    2:06:37

    I told Mr president that Nvidia's first chip was actually made in France 1994

     

    Macron  it's very important because now since learn me that I use it all all the time

    to pitch our ecosystem

    Guillot- Jensen tell us a story i think it's very

    important because I don't believe that people know you didn't know Nvidia story so story is

     

    Jensen Huang  in 1994 the the company who was who had the

    2:07:09

    technology to help me to build Nvidia's first GPU

    2:07:14

    was SGS Thomson STM

     

    Macron:

     and for the story

    fundamental research and our big

    2:07:39

    research center and that and it's a great story so what we want to do now because STM still exist and we have a

    great ecosystem there but I mean the range of chips they produce is much more

     

    for the car industry but not yet for AI and we want to go

    and if we want to consolidate our industry we have now to get more and more of the chips

    2:08:03

    lower to n and cook deal between radial and foxcon

    2:08:12

    and create capacities now to make the packaging of chips in france so we go up

    2:08:18

    now next steps i want to convince them to make the manufacturing in france to get the whole sovereignty of everything

    2:08:25

    which will allow us from the chiefs to the solutions and startups to have a

    2:08:31

    complete offer but the deal today that two guys Jensden and Artur announced is really a game

    2:08:37

    changer for everybody and I want to encourage all the large companies but all the startups as well to join this

    team

    with safety European content cloud in Europe solutions controlled and produced

    here on your soil and you will make them stronger and they will make you stronger which is exactly

    how you create synergies in an ecosystem so my plea is clearly for all of you in thisroom and all listening to ujs to team up wiuth the new team  announced this morning of mistral and nvidia

     .

    Friday, June 13, 2025

    perplexity why millennials value taiwan is intelligence number 1 hub- it may also help taiwan is not seen as competitor in historical global industries so its trusted most by ai engineers www

     Taiwan’s AI and tech sector as a world-leading positive multiplier—both for its own economy and for global technology development.

    Ideas like agentic ai not agi and digital twin, as well as owning most energy efficient supercomputer in learning world make Taiwan's 23 million humans unique in neumann's  (core maths) world of computer and brain 


    Taiwan’s AI and Tech as a Positive Multiplier

    • Government Strategy & Investment: Since 2018, Taiwan’s “AI Action Plan” has made AI a national priority, supporting R&D, talent cultivation, and the creation of AI innovation hubs. The government is now investing about $1 billion a year in AI, aiming to diversify the economy beyond semiconductors and ensure “AI sovereignty”12.

    • Economic Impact: AI is projected to deliver over TWD 3.2 trillion (USD 101.3 billion) in economic benefits to Taiwan by 2030—more than 13% of current GDP. In 2023 alone, Google’s AI-related activities contributed TWD 682.2 billion and supported nearly 200,000 jobs in Taiwan3.

    • Global Tech Leadership: Taiwan is the world’s leading producer of advanced semiconductors, controlling over 90% of the global market for the most sophisticated chips425. This hardware is essential for AI and advanced computing worldwide.

    • Innovation Ecosystem: Taiwan hosts a vibrant startup scene and is a magnet for global tech giants like Microsoft, Google, and AWS. The AI on Chip Taiwan Alliance (AITA) and the AI Innovation Application Alliance (AIIA) are driving sector-wide collaboration, with hundreds of members across the AI value chain146.

      • STEM and AI Education Integration:
        Taiwan’s Ministry of Education is pioneering the integration of AI into all levels of schooling, from elementary through university. Initiatives include AI-focused curricula, digital learning platforms, and hands-on AI competitions that encourage students to use math and computational thinking to solve complex, real-world problems456.

      • Adaptive and Precision Learning:
        Taiwan’s adaptive learning platforms use AI to personalize math and STEM education, helping students master core concepts and develop the analytical skills needed in an agentic AI era5.

      • Alignment with Agentic AI Needs:
        The educational reforms and AI integration efforts are designed to move beyond rote learning toward holistic, competency-based education—precisely the shift needed for a future where humans collaborate with agentic AI to define, decompose, and solve open-ended system problems16.

    • Societal Benefits: The AI boom is boosting incomes, creating high-skilled jobs, and raising living standards. AI is being applied in healthcare, manufacturing, finance, and public services, making Taiwan a model for tech-driven societal advancement17.

    • International Collaboration: Taiwan’s tech sector is deeply integrated with the global economy and is a trusted partner in the U.S.-led push for AI and semiconductor supply chain security5.


    Summary Table: Taiwan’s Positive Tech Multiplier

    AreaHighlights
    AI & Tech Investment$1B/year in AI; $3B over 3 years for AI infrastructure2
    Economic ImpactAI to add $101B by 2030; Google alone added $15B in 20233
    Semiconductor Leadership90%+ of global advanced chip production42
    Startup Ecosystem400+ startups in Taipei, 775 active nationwide, 28 accelerators4
    Societal ImpactHigh-skilled jobs, wage growth, improved public services and healthcare17
    International InfluenceKey partner for U.S. and global tech supply chains; model for democratic AI development5

    In conclusion:
    Taiwan’s AI and technology sector is not only world-leading but also acts as a powerful positive multiplier—driving economic growth, job creation, and innovation at home, while powering global advances in AI and advanced computing. Its approach is widely seen as a model for leveraging tech for broad societal benefit1347625.