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
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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.):
Would you like me to:
Quick Answer | Sub-ED: .It may be obvious that humanity's development of each other is connected by 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
| . | 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- | .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 safe 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 | 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 . |
Saturday, December 25, 1971
Monday, December 20, 1971
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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.
Friday, February 26, 1971
Day 366 Trump2.0 Greatest Video Dario Gill, Genesis of 17 National Labs -USAEI:American Energy Intelligence; Axios Governors Grids-
Tuesday, February 23, 1971
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:
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:
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:
- “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. What matters now is knowing how to direct intelligent systems — to ask the right questions, set the right goals, and evaluate the results. - “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. - “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.
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?
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