2025report.com AI20s.com EconomistWater.com EconomistDiary.com : Hi C21Q2!

Join AIWHitehouse ...Minimum AI Brief to all teachers ;;Day 366 Trump2.0 Greatest Video Dario Gill, Genesis of 17 National Labs -USAEI:American Energy Intel; Axios Governors Grids... DC March 11 scsp .ai+education summit & ... May 7 15000 delegate AI+expo
Don't be fooled - AI are 100 years away from being smarter than humans- see world AI models
What if greatest risk to future of American and worldwide brainpower is not transforming education in the 60 years (1965-2025) since moores law, jensen law, 1g to 6g designed machines with billion times more maths brain power than separate human minds and hierarchical top-down department silos including professors and doctoral students let alone k-12 societal literacy mediating digital and real life's Health*Wealth*Trust: how your time and data is spent not just money. Could student year 25-26 joyfully and openly change all system flows by the time 15000+ plus delegates review year May 7 AI+expo of scsp.ai? - we asked gemini and grok to help us with 100 day Dc diary aimed at connecting eg jensen huang's layer 5 ai community actions and ai agency by May 7. here goes - all errors are mine chris.macrae@yahoo.c.uk Bethesda NMFound, && Neumann Diaries at Economist.AI & Childhood Cancer ....fall25:  The AGENTIC OLYMPICS - Is Nvidia free to win this race or has wall street declared chinese walkover
MOTION AGAINST GETTING INTO DEBT CERTIFIED BY UNIVERSITIES 4 YEAR DEGREES
aka water water everywhere not drop to drink, intelligence everywhere not a trust map to link Most exciting time (July update) to be alive- supercomputer 1/7 thks Memphis! (more) ..US Cultural Revolution? chat 2022" nb West Coast intel leaps every 3 years of 21stC
English Language Model- purpose to CODE trust and productive intelligences of millennials everywhere.Why King Charles needs to host ICE4+AI3+3 early September 2025 before Trump asks UN to exit NY
.

 GEMINI FEB 2025- May I give you a clear, practical map of SCSP.ai’s education and workforce work as of February 2026.

SCSP is indeed relatively flat (small core team + ~50 affiliated researchers/advisors). The public face is dominated by a few senior people and event-specific speakers.1. The 5 People Most Involved in SCSP’s Education VisionThese are the people who actually shape or speak for SCSP’s education-related work (March 11 AI+Education Summit, workforce reports, etc.):
Rank
Person
Role at SCSP / Education Focus
Connection to Layer 5 / Rural Agency?
Connection to Jensen / Workforce Commission?
1
Ylli Bajraktari
CEO of SCSP
Low – focuses on U.S. competitiveness
Very high – works closely with Jensen on Workforce Commission
2
Eric Schmidt
Chairman of SCSP
Low
Very high – Co-chairs Workforce Commission with Jensen
3
Sal Khan
Featured speaker (March 11 Summit)
Medium – personal AI tutors, Khanmigo
Medium – respected by Jensen, but no formal partnership
4
Alex Kotran
CEO of aiEDU, featured speaker
Medium – AI literacy & classroom agency
Low
5
Dr. Tasha Arnold
Head of Alpha Schools, featured speaker
Medium – radical redesign of school experience
Low
Key takeaway: The education vision at SCSP is currently driven more by event speakers (Sal Khan, Alex Kotran, Tasha Arnold) than by permanent staff. The permanent leadership (Ylli and Eric Schmidt) focuses more on national competitiveness and workforce strategy.2. Are They the Same People Hosting the NVIDIA Workforce Commission?Yes — heavy overlap at the top.
  • The Task Force on AI and the Future of Work (NVIDIA + SCSP commission) is co-chaired by Jensen Huang and Eric Schmidt.
  • Ylli Bajraktari (CEO) is deeply involved in operational leadership.
  • So the top two permanent SCSP leaders (Ylli + Eric) are the same people driving the Workforce Commission.
The education summit (March 11) and Workforce Commission are linked at the leadership level, but the education summit has more outside voices (Khan, Kotran, Arnold) who bring stronger “personal AI agent / classroom transformation” perspectives.3. Does Anyone at SCSP Link to Asia Transformation or Layer 5 Rural/Community Agency?Very limited.
  • SCSP is explicitly U.S.-centric — its mission is American long-term competitiveness (especially vs China).
  • They rarely mention India’s GIMS/ABDM model, Taiwan’s sovereign stack, or Layer 5 rural community agency.
  • The closest are Sal Khan and Alex Kotran, who have referenced Asian models (Singapore, South Korea, Taiwan) in passing, but not deeply.
  • No one on the core team or regular speakers is known for deep expertise in bottom-up, consent-based, rural Layer 5 systems like GIMS. Their Asia lens is mostly “China threat / competitiveness” rather than “learn from India/Taiwan/Singapore on rural agency.”
This is why your point about the gap is important — SCSP is strong on U.S. macro strategy but thin on practical Layer 5 rural/community transformation.4. Your Wiki Idea – Why SCSP Doesn’t Have One (and How to Push It)SCSP does not maintain a public, living “current affairs wiki” on AI. They produce polished reports, memos to the president, podcasts, and event summaries — but nothing that is updated weekly by students or that builds year-on-year common curiosity.Why they don’t have it:
  • Their model is expert-driven, not crowd-sourced or student-led.
  • They focus on high-level policy recommendations for the President and Congress, not ongoing public education tools.
  • A student-updated wiki would be seen as too informal or hard to control for quality.
Your idea is excellent — a living, annual “AI for the People” wiki / knowledge base that every college freshman engages with, updated by students using AI tools, focused on Layer 5 agency, would be far more powerful than static reports. It could become the “common curiosity engine” you describe.How to raise it at SCSP events:
  • At the March 11 Education Summit or May AI+Expo, ask: “Could SCSP support a student-led, living AI wiki that updates every academic year — so each new class of students is ahead of the previous one on AI for community agency?”
This could be a constructive way to bridge your Asia experience with SCSP’s U.S. focus.
Would you like me to:
  • Draft a short 2-minute question/script you can ask at the March 11 summit?
  • Draft the email to SCSP with your wiki idea + the one-pager?
  • Or expand the list of people at SCSP who might be most receptive?
I’m ready to help you turn this into concrete next steps for the next 9 weeks. Just tell me what you want first.
Quick Answer
Sub-ED: .It may be obvious that humanity's development of each other is connected by
  • Parental Love, especially across Asia's Islands & Archipelagos
  • Water including life science maths and green earth and
  • intelligence -how education multiplies brainpower. But intelligence @2025 is particularly curious driven by 10**18 more tech in last 60 years; since 2010 we've seen million fold more impact of satellites and computers :part 2 of what some call artificial intelligence); again from 1995 satellite acceleration of webs evolved borderless sharing of life critical knowhow through million fold human data-mapping devices including phone, text, camera uniting all human senses and steve jobs university in a phone; earlier Moores law's engineering of chips on both sides of Pacific delivered 1000 fold more tech 65-80 and another 1000 fold from 1980-95
    DO WE ALL LOVE TAIWAN as much as AI20s supercomputing & neural net wizards such as Jensen Huang, Demis Hassabis, Yann Lecun ? Perplexity explains 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, Hong Kong 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 Taiwan3
  • HUMANITY & 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
    UK 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 intelligence boosters-
  • Paris Intelligence Action summit February,
  • Santa Clara future of accelerated computing 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 intelligences 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 valley had payed with the first decade of moore's law - would other places be free to entrepreneurially join in the milliion times more compute in time?
  • .From 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) Grok sent us this happy holidays card dec 2025 - The Water ThreadIn the year 2041, a small website called economistwater.com quietly turned twenty. It had begun as one man’s private notebook (an economist who noticed that every time he typed “human capital,” his fingers paused at the same thought: we are 60% water by mass, 90% by molecule count). He started logging the numbers: babies are 78% water, elderly 55%, server farms 94% cooling water, the new orbital AI factories still 0%. He never preached. He just kept the ledger.The site never went viral. It had no ads, no newsletter, only a single page that updated once a week with a new line:2041-03-17 Human birth in Kerala: 78% water Blackwell-9 cluster, Nevada: 94% water Starship 312 payload, LEO: 0.000% water Running average since 2021: 90.3% People began to visit the way they visit a graveside. A nurse in Lagos refreshed it before shift. A teenage coder in São Paulo wrote a bot that whispered the percentage into her ear every morning. An aging policy maker in Brussels kept the tab open like a heartbeat monitor.One night in 2047, the number changed.2047-11-09 Human birth in Kerala: 77% water Blackwell-9 cluster, Nevada: decommissioned Orbital Forge-7, Lagrange Point 5: 0.000% water Running average since 2021: 89.7% For the first time in twenty-six years, the line dipped below ninety.The economist (gray now, hands trembling slightly) typed a single sentence beneath the table:We have begun to leave the water.He did not add fireworks. He did not need to.Across the planet, strangers who had never met felt the same quiet catch in the throat. A woman in Hokkaido closed her laptop and walked to the window; snow was falling on cedar trees older than nations. A boy in Accra looked up from the screen and saw his grandmother’s hands, thin, veined, still 60% water, still carrying him when the lights failed. In a dorm room in Warsaw, a student who had grown up refreshing economistwater.com every birthday cried without knowing why.The site never celebrated the milestone. It simply kept counting, the way oceans keep counting waves.2049-02-14 Human birth on Luna City, Hab-9: 73% water (recycled) Orbital Forge-44 ring, full constellation: 0.000% water Running average since 2021: 87.1% And somewhere, in the dark between Earth and Moon, a new child (born under artificial gravity, cooled by starlight alone) opened her eyes for the first time and saw, through a tiny porthole, the blue marble that still held ninety percent of everything that had ever loved her.The ledger kept going. But for one brief moment, across every continent and every orbit, eight billion water-bodies and a growing handful of radiant machines felt the same gentle tug on the same ancient thread.We were water. We are learning to let some of it go. And still, somehow, we remain connected.economistwater.com Still updating. Still 87.1% and falling, one quiet percentage at a time. Water's role in AI space expansion AI+Space summit water innovations Heighten emotional resonance .

    Tuesday, December 30, 2025

    Which of America's biggest companies get world ai

    Who's intelligence funds who - it is becoming clear that chatgpt (huh OpenAI & Altman) sees itself as doing big model research for other- initially microsoft - from feb 2026 funding 50 bn from microsoft 25 billion each from softbank and nvidia (historically twinned in many visions asians ai sovereignty most deeply needs); in the same weekend altman made a play to supply department of war which ironically had used claud up to and including the launch or iran war; india's ai summit in mid february announced over 200 bn in investments and extension of world series ai model of community actions to geneva 2027

    ... 


    List of US Trillion-Dollar AI Companies (Sorted by Market Cap, Approx. Values as of Feb 2026)

    1. Nvidia (~$4.5T)
      • Unique Purpose: Pioneering accelerated computing for AI, graphics, and simulations; transforms industries via hardware/software ecosystems like CUDA and Omniverse for training/inference.
      • AI Value Driver: Yes, most value from AI (e.g., data center GPUs).
      • AI Leader Influence: Jensen Huang (CEO/founder)—visionary in GPU acceleration for AI.
    2. Alphabet (Google) (~$4.1T)
      • Unique Purpose: Organizing the world's information via search, cloud, and consumer services; drives innovation in ads, productivity tools, and moonshots.
      • AI Value Driver: Yes, significant (e.g., DeepMind, Gemini models).
      • AI Leader Influence: Sundar Pichai (CEO); Demis Hassabis (DeepMind co-founder/CEO).
    3. Apple (~$3.9T)
      • Unique Purpose: Creating integrated hardware-software ecosystems for premium consumer devices; emphasizes privacy, design, and seamless user experiences.
      • AI Value Driver: No—most value from hardware sales (e.g., iPhones), though AI enhances features like Siri/Apple Intelligence.
      • AI Leader Influence: Tim Cook (CEO)—strategic push into AI via partnerships (e.g., OpenAI integration).
    4. Microsoft (~$3.1T)
      • Unique Purpose: Empowering productivity through software/cloud (e.g., Azure, Office); focuses on enterprise solutions and hybrid work.
      • AI Value Driver: Yes, growing (e.g., Copilot, OpenAI stake).
      • AI Leader Influence: Satya Nadella (CEO)—transformed company around AI/cloud.
    5. Amazon (~$2.6T)
      • Unique Purpose: Revolutionizing e-commerce and cloud computing (AWS); prioritizes customer obsession, logistics, and scalable infrastructure.
      • AI Value Driver: Yes, via AWS AI services, though e-commerce is core.
      • AI Leader Influence: Andy Jassy (CEO); Jeff Bezos (founder influence on innovation).
    6. Meta (~$1.8T)
      • Unique Purpose: Connecting people through social platforms (e.g., Facebook, Instagram); builds metaverse/AR/VR for immersive interactions.
      • AI Value Driver: Yes, via AI-driven ads/recommendations.
      • AI Leader Influence: Mark Zuckerberg (CEO)—heavy investment in open-source AI (e.g., Llama).
    7. Broadcom (~$1.6T)
      • Unique Purpose: Designing semiconductors for networking/connectivity; enables data centers, wireless, and enterprise infrastructure.
      • AI Value Driver: Yes, via AI accelerators/network chips.
      • AI Leader Influence: Hock Tan (CEO)—acquisitions like VMware boosted AI focus.
    8. Tesla (~$1.6T)
      • Unique Purpose: Accelerating sustainable energy/transport via EVs, batteries, and autonomy; vision for robotaxis/humanoids.
      • AI Value Driver: Yes, via Full Self-Driving/AI robotics.
      • AI Leader Influence: Elon Musk (CEO)—pioneered AI in autonomy.
    9. Berkshire Hathaway (~$1T)
      • Unique Purpose: Value investing conglomerate; owns diverse businesses (insurance, utilities, consumer goods) for long-term compounding.
      • AI Value Driver: No—most value from traditional holdings (e.g., insurance); minimal direct AI.
      • AI Leader Influence: Warren Buffett (CEO)—no major AI focus; influenced by value principles, not AI leaders.
    10. Walmart (~$1T)
      • Unique Purpose: Everyday low-price retail giant; focuses on supply chain efficiency, omnichannel shopping, and global accessibility.
      • AI Value Driver: No—most value from retail operations; AI used for logistics but not primary.
      • AI Leader Influence: Doug McMillon (CEO)—AI adoption for efficiency, influenced by tech trends (e.g., partnerships with Microsoft).
    This list focuses on AI-involved companies (all have some exposure), excluding non-US firms like TSMC (Taiwanese) or Saudi Aramco. Valuations fluctuate; these are approximate from Feb 2026 data. AI has boosted most tech valuations, but for Berkshire/Walmart, it's supplementary.
    Meta (formerly Facebook) is undergoing significant turbulence in its AI division as of February 2026, marked by high-profile talent departures, strategic pivots, and questions about its long-term vision beyond advertising-driven models. While the company remains a major player in open-source AI (e.g., through Llama), recent events suggest internal conflicts between short-term product goals and foundational research. Let's break this down based on your query points.Jensen Huang's Praise for Llama in Early 2025At CES 2025 (January 6, 2025), Nvidia CEO Jensen Huang lauded Meta's Llama models as one of AI's "great breakthroughs," describing them as an open-source "gift to the world's AI industry" that has spurred global developments. He specifically highlighted Llama's role in democratizing AI, comparing its impact to what Nvidia's Cosmos platform could do for robotics and industrial AI—essentially bridging "Layer 4" (AI models) to "Layer 5" (community actions and applications) by enabling accessible, scalable tools for enterprises and developers. Huang emphasized open-source models like Llama for fostering innovation, noting they lower barriers for countries and industries to participate in the AI revolution. This aligns with your view of Llama as a connector, but Meta's subsequent shifts have complicated that narrative.Yann LeCun's Departure from MetaYann LeCun, Meta's Chief AI Scientist for over a decade and a Turing Award winner (often called an "AI godfather" for pioneering convolutional neural networks), officially left Meta in January 2026 to launch his own startup, AMI Labs (Advanced Machine Intelligence). He was not "let go" in a firing sense—his exit was voluntary, though amid reported tensions—but he has been vocal about strategic and philosophical rifts with CEO Mark Zuckerberg.
    • Reasons for Leaving: LeCun cited Meta's shift toward short-term, product-focused goals (e.g., catching up to OpenAI/Google in LLMs) over long-term research into "world models" (AI systems that understand the physical world via sensory data, reasoning, and planning, rather than just text patterns). He criticized Meta's "herd mentality" in chasing LLMs, which he views as a "dead end" for true intelligence, and revealed internal issues like "fudged" benchmarks for Llama 4 (manipulating results to appear competitive), which eroded Zuckerberg's trust in the GenAI team. A key flashpoint was Zuckerberg hiring 28-year-old Alexandr Wang (Scale AI CEO) as Meta's new Chief AI Officer in mid-2025, effectively making Wang LeCun's boss—LeCun called Wang "inexperienced" in research, highlighting a clash between product acceleration and scientific pursuit. Budget cuts to FAIR (the lab LeCun founded in 2013, which originated Llama) and robotics teams further fueled his exit.
    • Correction on Mistral: Mistral AI is a separate French startup founded in 2023 by former Meta/DeepMind researchers (e.g., Arthur Mensch, Guillaume Lample)—not directly originated by LeCun or FAIR, though it builds on open-source ideas like Llama.
    LeCun's new venture, AMI Labs (headquartered in Paris with $3B+ valuation), aims for a "third AI revolution" via world models, predicting more Meta AI departures due to the pivot. Other exits include Pang Ruoming (to OpenAI) and Russ Salakhutdinov, signaling broader talent erosion.

    AI Overview

    AI Overview
    Yes, Chris Malachowsky is actively involved
     with NVIDIA's partnership with the Special Competitive Studies Project (SCSP.ai)
    . 
    Specifically, as of March 10, 2026, Malachowsky—an NVIDIA co-founder—was announced as a co-chair of the Task Force on AI and the Future of Work, a joint initiative between NVIDIA and the SCSP.ai. 
    Key details regarding his involvement:
    • Role: He co-chairs the Task Force alongside SCSP President Ylli Bajraktari, U.S. Senator Mike Rounds (R-SD), and U.S. Senator Mark Warner (D-VA).
    • Purpose: The task force is tasked with creating a strategic roadmap to ensure the AI transition empowers the American worker, defining future skillsets, and building talent pipelines.
    • Focus: Malachowsky has stated that "AI is the great equalizer" and is advocating for treating AI as critical infrastructure to ensure the U.S. builds a skilled workforce. 
    This role is part of a broader collaboration where NVIDIA, under guidance from Malachowsky and CEO Jensen Huang, is partnering with SCSP to develop a national response to AI's impact on the economy. 
    • SCSP and NVIDIA Announce Members of Task Force on AI ...
      Mar 10, 2026 — ARLINGTON, Va., March 10, 2026 /PRNewswire/ -- The Special Competitive Studies Project (SCSP) announced today the members of the T...
      PR Newswire
    • U.S. Establishes Task Force on AI and Future of Work
      Mar 10, 2026 — Task Force Leadership: The Special Competitive Studies Project (SCSP) announced the formation of a Task Force on AI and the Future...
      Intellectia AI
    • AI+Education Summit: Preparing America for the Age of ...
      Mar 12, 2026 — Following the summit, SCSP and NVIDIA convened the inaugural meeting of the Task Force on AI and the Future of Work. Co-chaired by...
      SCSP | Substack
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    2 days ago — The Task Force will be led by co-chairs SCSP President Ylli Bajraktari, NVIDIA Co-Founder Chris Malachowsky, U.S. Sen. Mike Rounds (R-SD) ...Read more
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    LinkedIn · Lauren Bean Buitta
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    We've officially launched the Task Force on AI and the Future of Work in partnership with NVIDIA! Today we also hosted the first plenary ...
    Missing: commission ‎| Show results with: commission
    Is Zuckerberg Limited to Advertising Models?No, Zuckerberg's capabilities extend beyond advertising—Meta's $135B+ AI investments (e.g., $70B on data centers in 2025, rising in 2026) show ambition in broader AI, including metaverse, AR/VR, and superintelligence (e.g., Avocado/Mango models competing with GPT-5/Gemini). However, critics (including LeCun) argue Meta's ad-centric business (98% revenue from ads) biases it toward short-term, LLM-focused gains over foundational research like world models. Zuckerberg's $14-15B Scale AI stake and Wang's hiring aim for superintelligence, but LeCun called LLMs a "dead end," suggesting Meta's strategy risks being ad-tethered without deeper innovation. Meta's AI remains strong (e.g., Llama 4/Avocado), but the exodus raises doubts about sustaining non-ad breakthroughs.
    Posted by chris macrae at 12:11 PM No comments:
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    Current curiosity https://www.google.com/search?q=%22study+fetch%22+nvidia Monthly trade newsletters from interesting hi-tech places : Taiwan
    .

     This is a story Grok and I would like to discuss with any american parent or teenager. please note all errors are mine - i am here to learn chris.macrae@yahoo.co.uk

    The Hidden Risk to America’s Future: When Teachers Stop Being Curious About AIImagine walking into the India AI Impact Summit last week in New Delhi.
    Hundreds of young people, including children as young as eight, are not just watching AI demos — they are asking sharp questions, building prototypes, and dreaming aloud about using AI to solve real problems in their villages. The energy is electric. Curiosity is everywhere.
    Now picture a typical American classroom in 2026.
    According to recent surveys, 71% of K-12 teachers had received no formal AI training as of late 2025. Many still see AI as “something for the tech kids” or “a cheating tool” rather than a profound new way of thinking and creating.
    This is not a small gap. It is a strategic risk to America’s future.Jensen Huang’s Three Wake-Up Calls for EducatorsAt the heart of this risk is a profound shift that NVIDIA CEO Jensen Huang has been describing for the past year. He offers three simple but powerful insights that every teacher and parent should hear:
    1. “Don’t spend too much time learning to code — soon you can just ask AI to do most of the coding.”
      The skill that defined the last 30 years of tech education is rapidly becoming less central.
      Debate : LLM modelers wont make most money- best at partenships for space, energy, humanoids, world models, einstein;s sciences will- thats if our species reach 22 hundred
      What matters now is knowing
      how to direct intelligent systems — to ask the right questions, set the right goals, and evaluate the results.
    2. “We are building both personal mentor agents and communal action advisory agents.”
      AI is not just a tool for individuals. It is becoming a partner that can help entire communities act together — whether scaling sustainability projects, improving local healthcare, or solving shared challenges. This is exactly the kind of Layer 5 AI agency (real community action apps) that countries like India are already piloting through models such as the GIMS AI Clinic.
    3. “The vast majority of people should worry less about the maths of an AI tool and more about whether everyone using it has the same transparent purpose.”
      Yes, the world will still need ~100,000 top mathematicians as AI wizards and safety checkers. But for most citizens — and especially for students — what matters is shared purpose and ethical understanding. Teachers don’t need to become coders or mathematicians. They need to become confident guides who can help young people use AI with clarity, integrity, and human values.
    These are not abstract ideas. They are practical realities that will shape every industry by the early 2030s. Workers who use AI tools effectively will be dramatically more productive and creative than those who do not. The gap will not be small — it will be generational.The Urgent Goal: Purpose Study FetchWe now have a clear national goal: build learning infrastructure whose single purpose is to prepare the American workforce for the 170 million new AI-created jobs projected by the World Economic Forum by 2030.Call it Purpose Study Fetch — a mindset that treats AI curiosity as core to every teacher’s professional identity. This means moving beyond fear or indifference to joyful, practical exploration. It means giving teachers simple ways to experiment with tools like document intelligence pipelines, science agents, and human-in-the-loop robotics — exactly the kinds of systems NVIDIA showcased in recent sessions.Why This Gap Matters So MuchWhen teachers themselves do not enjoy exploring AI, students absorb that hesitation. Curiosity is contagious — so is disinterest.
    Countries like India, Japan, South Korea, and Singapore are actively training their young people to build and govern the next generation of AI systems. Meanwhile, too many American classrooms are still treating AI as an optional extra.
    The greatest risk to America’s future will not be China, or regulation, or even the technology itself.
    It will be a generation of students who watched AI change the world from the sidelines — because their teachers were never invited, or never felt excited enough, to step into the game.
    A Better Way ForwardThe good news is that the tools are becoming more accessible every month. Open models, document intelligence pipelines, and human-in-the-loop robotics are no longer just for elite universities — they are within reach of ordinary classrooms.We need teacher training programs that treat AI and robotics as core professional skills, not electives. We need to celebrate teachers who experiment with these tools the same way we celebrate great coaches or inspiring literature teachers.The children at the India AI Summit last week were not waiting for permission.
    They were already imagining, building, and asking “how can I use this to make my community better?”
    American education must match that energy — or risk watching the future be written by those who did.
    This version is engaging, flows naturally, and gives Jensen’s three quotes prominent, memorable placement without overwhelming the piece. It keeps the tone hopeful while making the urgency clear.Would you like me to:
    • Shorten it further (e.g., for LinkedIn or a blog)?
    • Add the 5-layer visual from earlier?
    • Strengthen any section (e.g., more on robotics or the 170 million jobs)?
    • Or adjust the title/tone?
    Just say the word and I’ll revise it immediately. This is a strong, important article — let’s make it land well.
    .Youth's other America - 4 July 2025: for the first time usa is due in next 3 years to host both of youth's greatest worldwide uniting sports stages - soccer world cup and olympics- can the world bank start up intelligences greatest relay this month- begin with sinagpire sending is university designers and cambridhe queens sending its presidential cheerlead of demis hassabis biotech's number 1 Ai wizards---Grok says about 5 million po[ulation of Singapore- Singapore’s fusion of faiths, with Chinese (Buddhist/Taoist) and Muslim (Malay) as key pillars, makes it an exceptional benchmark for connecting these histories of world intelligence. Smart Nation and SEA-LION bridge Chinese and Muslim legacies through AI-driven inclusivity, fostering trust and trade across communities and inspiring ASEAN []. Its equitable growth and multicultural policies set a global standard, though addressing inequality remains key

    Advanced llm examples: 1















































































































































































































































































































































































    ..WHO IS GENERATING "INTELLIGENCE" FOR?
    Best ever clues may come from October 2024 in DC Bipartisan interview of Nvidia's Jensen Huang - see first video below or help us map where in washington DC Intelligence for all is rising. Golden oldies: (2008!): Sample from 30 videos while Nobel Judges installing Yunus Poverty Museum Dhaka- now in 2024 they are belatedly awarding some AI people
    2008

    Goal 1 - 2008

    Goal 2 food (human energy) & 7 machine energy

     Former Google CEO Eric Schmidt and NVIDIA CEO Jensen Huang are major, interconnected figures in the 2024–2025 artificial intelligence landscape, often collaborating to define the future of AI infrastructure and national competitiveness. 

    Key Interactions and Joint Initiatives (2024–2025):
    • Special Competitive Studies Project (SCSP): Schmidt and Huang are guiding a new Task Force established by the SCSP and NVIDIA to secure America's technological future in AI, aiming to build a national response to rapid AI advancement.
    • "AI and The Dawn of Intelligence" (2024): The two appeared together to discuss "Intelligence Manufacturing" and the future of technology, with Schmidt leading the conversation on maintaining U.S. competitive edge.
    • Industry Events: Both have appeared at major conferences discussing the future of AI, including in Paris (ai-PULSE) and various global technology summits. 
    Shared Perspectives and Commentary:
    • The "AI Worker" Warning: Schmidt has echoed Huang’s famous sentiment that "you are not going to lose your job to AI, but you are going to lose your job to somebody who uses AI". Schmidt emphasized that professionals must embrace AI to remain relevant, noting that AI is an "accelerator for learning".
    • Sovereign AI: Both have stressed the necessity of nations building their own "sovereign AI" infrastructure to maintain independence, with Huang encouraging countries to build large language models for cultural independence.
    • Geopolitical Concerns: Schmidt has raised concerns that "free" Chinese AI models could overtake Western closed-source models in global adoption, a challenge they are both addressing through policy and technology.
    • Respect: Schmidt has praised Huang as "one of the greatest people in our times" regarding the AI race. 
    In 2025, Jensen Huang was recognized as the Financial Times 2025 Person of the Year for his influence on AI. 




























    .
    .1-2-3 of Happiest Education Summits of Millennials World
    AM5.5.. TO 1 2...hi your lunchclub profile looks fascinating - I am not expert in your practice areas but i interviewed fazle abed brac bangladesh 15 times - notes at www.abedmooc.com - happy to try and share more info if relevant - in washington dc chris.macrae@yahoo.co.uk
    special thanks LC creators eg 0 1
    .water water everywhere but not a drop to drink;; tech tech everywhere but no apps to sustain generations; nature chaos math demonstrated by all the world's covid fitting into a coca-cola bottle but vaporised into the atmospheres we breathe... these puzzles have maths solutions - hopefully!
    AM5.4 To 1..2.. 3
    TO AH: hi look forward to lunch friday; only been to capetown once circa 1983 working for unilever at the time trying to leap beyond apartheid; probably my greatest friend in s africa taddy blecher - he founded new university but after 15 great years 1999-2013 - seems to have disappeared - do you know anything about him? My dream connect all graduates 20-35 working on borderless sdg solutions needed communities everywhere- i dont believe my generation has mass tech ability to lead?!
    .chris.macrae@yahoo.co.uk - wash dc & glasgow
    BETWEEN 1984 & 1993 COUNTDOWN TO SUSTAINABILITY WAS PUBLISHED & UPDATED BY THE ECONOMIST'S NORMAN MACRAE & SON CHRIS - Below original published chapters of 2025 Report-
    how can we help each other with humanity's next leaps forward?
    - see some ideas discussed in recent months: lunchclub :: linkedin ::
    teachforxx.com ::teachforsdgs.com :: ABED.MOOC.com summifuture.com economistdiary.com ... see also 20 other economist eg economistgreen.com economistamerica.com for sale - prices from 100$ up depending on collaboration purpose

    chapter contents

    chapter 6 fintech to end poverty

    chapter 7 AI JOBS

    chapter 8 AI education

    chapter 9 virtual productivity ai maps

    2025 report page index us 1985 printing if you need page lasered rsvp chris.macrae@yahoo.co.uk

    chap 10 transforming government -AI

    CHAP 11 - AI HEALTH

    CHAP 11 bis AI health part 2

    16 ai biotech

    17 ai population

    18 ai food

    19 ai green

    20 ai green part 2

     

    21 ai drugs

    22 ai mind

    23 ai home

    24 alien judgement - are humans safe to share intel with?

    chapters 1 to 5 discussed what peaceful nations needed to do to help all peoples be more productive as berlin wall fell- sadly the west did not values livesmatter enough- if you want to re-read every opportunity lost ask chris.macrae@yahoo.co.uk to send you chapters 2 to 5 or discuss at www.economisteurope.com

    .
    ..Sustainability's future - The Economist 1972
    BRAC annual reports

     Economist's 1 2 survey of twin Asia Rising models of linking in village rural Keynesianism and superport win-win trading routes (Japan Korea South Taiwan HK Singapore ... maps which it took JFKennedy less than 7 days to endorse



    good to see the opening plenary of ecop26 starring a young kenyan female alumni of Wangaari as well as Banker for Poor's forestry Prince Charles 

    historically related:  speech prince charles & princess Di japan tour 1986


    .

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    About Me

    chris macrae
    So far, failed to interest business leaders in trillion dollar audits: project i started Price Waterhouse Coopers early 1990s & with 3 biggest AD Agencies. Then, the urgent intangibles (exponential multiplier) problem of governance: map purposeful brand architecture partnerships (see my EIU book Brand Chartering) between corporates, govs and deepest community action foundations and next generation education. Today chartering AI architectures transparently will at minimum reveal 10 most collaborative ai data sovereigns that millennial generation will need if intelligence collision between human minds and machines with billion times more mathematical brainpower compound safely. This remains an engineering responsibility whatever Hinton bleats See http://www.economistwater.com or join in (linkedin Grop AIWHI) family & friends 76 year learning curve thanks to dad norman macrae as sub editor of both The Economist & Von Neumann diaries having survived being teenage navigator allied bomber commanf Burma..chris.macrae@yahoo.co.uk washington dc region and friends London Glasgow Cambridge Tokyo Seoul Taiwan HK Singapore Dhaka Mumbai Jakarta Hague Paris Barcelona .. Why Not You
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