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Topic: can online education end youth unemployment for ever ? yes but only if you help map how!: lion students waves -eg http://www.coursera.org is designed round scheduled curriculum presentations some of which will soon draw a million students at a time during the typical 8 week periods that each course presentation is scheduled for 2) million students continuous - eg http://www.khanacademy.org has lots of content - eg school maths - that millions have already used one at a time. . This training is accessible 24/7/365 and students can literally drill themselves piece by piece. Where Khan is seen to be offering a "literacy" foundations are joining in partnering khan to translate the literacy into all major mother tongues 3) specialist continuous - MIT has made a commitment (open Courseware http://ocw.mit.edu/index.htm ) to publish menus online to every curriculum it physically teaches. This can be useful for specialists who want to check the forefront of knowledge and especially industries of the future. There is nowhere I know of like the few square miles of MIT to go see what range of future industries are blossoming. For those interested in job creating paradigms, MIT is the number 1 job creating alumni network in the world - and there are local ways of connecting with this extraordinary movement in dozens of countries. If you are interested in exploring this back from the future worldwide interaction, Norman Macrae Foundation for pro-youth economics sponsors a ning we call http://bostonandyunus.ning.com 4) world changing education sources not yet wholly online - 3 main groups interest us here; 4.1 there are those whom we have known for over 30 years who have been helping real schools lead online development of their country's youth - New Zealander Gordon Dryden provides an outstanding example at http://thelearningweb.net . As an illustration of how borderless parental demand for education revolution can be, over 10 million Chinese families have bought Dryden's book on future experiments in education that are already happening in new Zealand as it dismantles examination standards and let curious youth be their own flow 4.2 there are those who believe the future of education and the future productivity of the net generation including worldwide human sustainability are more interdependent than any other system change - they agree with Einstein that we have been chaining youth to narrow over-standardised ways of journeying through life which the internet can and must liberate if it is to turn out to have good consequences for our whole species. Einstein: ◾The crippling of individuals I consider the worst evil of capitalism. Our whole educational system suffers from this evil. An exaggerated competitive attitude is inculcated into the student, who is trained to worship material success as a preparation for his future career. Albert Einstein (1879 - 1955). Interestingly, when Adam Smith first chartered what he hoped economics could enlighten he took great pains to argue for education not falling into this trap and working out how to stay free to every diverse way that we may all be students or teachers of each other. 4.3 There are those who are passionate about missing curriculum financial literacy, digital literacy, green energy and food security literacy -some of whom are already partnering in dozens of countries to deliver the curriculum through "real" schools- probably the most massive case is http://www.aflatoun.org - a curriculum on financial literacy for primary age students that began in an orphanage . Another exciting segment is those colleges that are already offering lowest possible cost job-creating training as "real" courses - Grameen Nursing College, Grameen Vocation College, The Free University System experiments coordinated out of S Africa by Taddy Blecher with partners that include Mandela Elders, Branson and Google Africa. Another exciting segment is those colleges that are already offering lowest possible cost job-creating training as "real" courses - Grameen Nursing College, Grameen Vocation College, The Free University System experiments coordinated out of S Africa by Taddy Blecher with partners that include Mandela Elders, Branson and Google Africa. Moreover many of the leaders of these most entrepreneurial colleges also participate in massive youth entrepreneur competitions -oftentimes the student solution that isnt quite ready to invest in as sustainable business points to a missing 12 minute peer to peer training module that it can be most economics to invite students to help develop. Having laid out a smorgasbord of online learning possibilities - questions we hope you will form with us- which of these is world changing in ways that youth can enjoy and be freed to get back to the net generation being the most productive, collaborative and sustainable time to thrive across our planet http://www.wholeplanet.tv Forbidden Market Research - This specialist team of Norman Macrae Foundation loves to hear of survey ideas of missing voices -for example we are starting a viral survey of 16 year olds on which coursera courses they most value- any college principal who doesn't take note of this research can neither claim to be pro-youth nor economical Help us build a School of Open normanmacrae.ning.com Join 7 wondrous Nings of Pro-youth Economics & MOOC : BRACnet, GlobalGrameen, YunusCity. JamiiBora, JOSBnet,JobsComp ,... …; Added by chris macrae at 6:13am on May 1, 2013

Topic: youth summits on governance: e the world bank's tedx is done they would love to hear what ypas have discovered while its fresh in your minds We could make a list of what are the ideas on changing back to public servants valuing their primary role as ending inequality in the way that Jim Kim had described at change the world mooc For example young african society is in quite an interesting position to assess: where is mo ibrahim approach and knowledge being networked around young professional associates, whats ushahidi's and nanocredit's role in public/poorest safety or transparent pro-youth governance and where did the public private partnership approaches that the obama summit implied investment in africa celebrated specifically design in change to transparency of government; and what young professionals wish to peer to peer teach on this (if eg there were a khan academy of 21st c governance; this challenge is something that the elearning satellite www.yazmi.com has a very delicate (and once in a world) balance on while its model relies on governments helping buy tablets with satelllite elearning included I have been chatting with anyone I can access to see which other regions would see it as a breakthrough to have a young regional society inside world bank; furthest progress is with young americas where the wish to discuss this with young africa society at the end of the year was reconfirmed at a meeting I had in new york last week However in my opinion it is also necessary to have young societies identified by practice areas - this ranges from the obvious like agricultures food chains to the debate that is surprisingly being raised by chinese technologists view of the internet's future - can big data ever be reanalysed to represent bottom up empowerment not just top down manipulation by the world's biggest organisations of course how health millennials network ultimately decides whether a place's peoples can afford health and government by the strain of macroeconomists that emerged with tv mass media 1947=1972- this idea of health and governments sustainability was nowhere more openly rehearsed with students as far as I have observed than at Soros university in Budapest 2013 while a combination of paul farmer, soros and sir fazle abed were in dialogue during the 20th open society awards; sadly ideas that gorbachev and walesa wanted to grow across peace summits warsaw oct 2013 have been stalled -whreas as cape town in a week's time was due to celebrate the future of what 21st youth learn from mandela Desmond Tutu slams South Africa for denying Dalai Lama access to Nobel peace prize winners' summitABC Online‎ - 3 hours ago South African Nobel peace laureate Desmond Tutu has lashed out at his government for ... Tutu breaks silence on Dalai Lama visa rowIndependent Online‎ - 9 hours ago BREAKING: World Summit of Nobel Peace Laureates canceled after the Dalai Lama's visa refusal Patheos‎ - 18 hours ago Speaking from Dharamsala, India, American Nobel Peace Laureate Jody Williams told reporters that the event in South Africa had been cancelled and shifted to another venue, to be announced. Williams is in Dharamsala with Shirin Ebadi of Iran, a fellow laureate, to celebrate the 25th anniversary of his 1989 award (live stream available here) on October 2nd. http://www.patheos.com/blogs/americanbuddhist/2014/10/breaking-world-summit-of-nobel-peace-laureates-canceled-after-the-dalai-lamas-visa-refusal.html#ixzz3Ez4SQI8o Chris macrae 301 881 1655 valuetrue.com valuetrue.com curricula for the world record book of job...Home valuetrue search for most human value of internet brac.tv: people i wish i had introduced the poor world's greatest jobs creator to View on valuetrue.com Preview by Yahoo Chris – Wanted to step in to say that the Youth Summit next week on October 7 is not on jobs and value chains, but instead on how youth can serve as agents in promoting open governments. I invite you to visit our website bit.ly/wbgyouthsummit14 to learn more. s AGENDA *Please note not all speakers are confirmed 8:00 – 9:00 Check-in/ Registration A light breakfast will be made available outside the IFC Auditorium. 9:00 – 9:45 IFC Auditorium Opening Remarks Nicholas Bian, Chair, Youth Summit 2014 Ministerial Roundtable H.E. Erion Veliaj, Minister for Social Welfare and Youth, Albania H.E. Ershad Ahmadi, Deputy Minister for Foreign Affairs, Afghanistan* Moderated by Nicholas Bian, Chair, Youth Summit 2014 9:45 – 11:15 IFC Auditorium Plenary Session I Promoting and enabling youth, youth ideas, and youth movements in ensuring open and responsive governments Ahmad Alhendawi, U.N. Envoy for Youth Edith Jibunoh, Adviser, World Bank Group Nigel Chapman, President and CEO, Plan International Frank Vogl, Co-Founder, Transparency International Moderated by Mario Marcel, Senior Director, Governance, World Bank Group 11:15- 11:30 Coffee Break 11:30- 13:00 IFC Auditorium Plenary Session II The Role of Youth in Inclusive Governance What do inclusive governance processes look like from the perspective of young people? Hear from young change makers and share successes (and challenges) in collaborative policymaking. Santosh Acharya, Youth Activist, Restless Development Sara Moore, Youth Advisor, Plan International Raphael Obonyo, The Youth Congress of Kenya Nur Laiq, Former Social Media Chief Content Officer, Indian National Congress Party …; Added by chris macrae at 5:04am on October 2, 2014

Comment on: Topic 'Diary of ChrisMacrae.com': orldwide travels from Boston to Bangladesh, and San Francisco to Tokyo, South Africa to China is that the most valuable molecule in the world of MOOC and open education is the Open Learning Activity. If we can collaborate in finding the top 1000 OLA...more Chris Macrae MOOCyunus est skoll013 - to grow jobs, net generation do you network with bankers, open edu, youth tech wizards or who? Mostofa Zaman Founder at DRIP Foundation Shafqat Ullah CEO at Sourcevo Naila Chowdhury (6000 +) Chairman & CEO at TeleConsult Group Where is 10 times more job-creating edu possible? We can do this in any previously developed country with large youth unemployment rates, and any developing country with massive mobile connectivity. Since microfranchise solutions have been inspired by the most exciting of developing countries, cross-hemisphere collaboration opportunity of youth has never been greater. Tools to go beyond job-destroying education include: MOOC; Meta-MicroFranchises YouthEntrepreneur Competitions...more January 1972 Survey of training modules (max 12 minutes video) that millions of youth most need to action Over 40 years ago, my father at The Economist and I began intermittently working on a dream - that the number 1 job creating alumni network in the world would be linked into a free online university. This dream seems closer today thanks to portals like www.khanacademy.org and www.coursera.org as well as...more Economicsforyouth Edit Youtheconomics7wonders Foundation Norman Macrae ERworld.tv , The Economist's Unacknowledge... 40 YEARS OF LINKING ENTREPRENEURIAL REVOLUTIONS (ER) MOST EXCITING PROJECTS & NETWORKS This year celebrates half century since consider japan (Norman Macrae The Economist 1962) whose economics system designs during 3rd quarter of 20th century were the entrepreneurial best for the human lot that my father had joy to report on. That quarter also began the end of USA investing in their next generation. From 1972 father started up the genre of ER - and encouraged the world to unite in correcting macroeconomic errors before the net generation. Access to one million times more collaboration technology than any previous time on earth could end very well or very badly for sustainability of communities and the future working lifetimes of youth everywhere. Dad's 1984 book mapped timelines for celebrating 1 billion green jobs, 1 billion community jobs, 1 billion colaboration tech jobs of the post-industrial economy. Dad died in 2010 after a good innings of 86. Our foundation hosts parties around the world where families want to see youth fully employed and collaborating in milennium goals worthy of what we can all co-create in the newly borderless world if we value trust and conflict resolution through multi-win systems designed to be much smarter than anything 20th century organisations could advertise or realise. ECONOMICS FOR YOUTH My father Norman Macrae http://worldeconomist.net and Muhammad Yunus are the 2 microeconomists and connectors of entrepreneurial revolution http://erworld.tv I trust most. http://www.normanmacrae.com/netfuture.html http://normanmacrae.ning.com http://yclub100.com http://valuetrue.com …; Added by chris macrae at 12:15pm on August 13, 2013

Comment on: Topic '2015SUSTAINABILITY- THE LAST 15 YEARS OF YOUTH's TO BE OR NOT TO BE': ch launch UN start of 2013-2014 mashable summit - turned into change the world mooc- repeated typically end of each year (currently 2nd performance) - millennials alumni 50000+ Kim Transcripts Jim Kim 2030nowjimkim2transcripts.doc, questions what open learning campus contents help millennials build #2030now what other world bank processes link in (youth summit, tedx, selected world bank live webinars 1 2 3 ...) what other dc-millennial world processes partner millennials valuation and 2030now what other future capitals processes linkin 2030now (eg Dhaka as first to experiment with mobile partnerships with poorest villages and champion of millennial goal forums starting with microcreditsummit in 1997) or other back from future goal relate maps of millennial collaboration Valuing Millennials: Alumni Webs - Who's Micro-up Who and How's Collaboration How Overall Kim Abed Soros Yunus W4E Asia M Americas M Africa M Gandhi family Blecher Samara, Khan elearning platforms ... Ma and Lee H: Health Farmer Kim Abed Brilliant Yunus Health millennials boston and . Peace-health millennials - tokyo, rome melbourne atlanta ... Samara Medicines sans frontieres and flying doctor models Komesaroff E:Education Gandhi Montesorri (freire) Blecher Partners Abed Soros open society Gorbachev and Rome Samara MIT and media lab (edu) Khan Academy Coursera on demand -world bank OLC Gordon Dryden Ihubs run by tech Ma and Lee and MIT partners B: Banking Brac triple model Grameen's pre digital model Jamii Bora slum model Mpesa and bkash models and MIT wizards Kiva and puddle models Partners of Nabard -Intel agribanks for poorest Aflatoun financial literacy at primary Global association of banks with values Australia 10000 girls model Identifying pro-youth banks of microfranchises - convergence of role of bank, uni and mobile Nanocredit and woemn4empowerment Currencies bottom up and intergenerational rising beyond borders - soros ineteconomics N: Nutrition - food and water security Alumni of Borlaug and Nippon Institute Abed and chief crop science Yunus most local nutrition- every bank branch with veg garden Polak - Dlab from treadle pumps to bottom up multinationals including water angels1 Grameen Intel and other eagri partners Ethiopian coop models of eg blessed coffee Ethiopia fair commodity exchange Aquaponics and locally processed nutrition- slow food celebrity chefs Other superorganics of beyond carbon world Water angels 2 eg bon agua networks round foz E: Energy green and zero waste Neville Williams and solar learning curves since carter Alumni of Ray Anderson- almost any sector can profitably free itself from carbon energy in half a generation Biogas ovens a billion Solar a billion models yunus and OT: Open Tech IHubs Media Labs Ma & Lee - webnow Open Source Pracs Risk Ilabs MT$: Trillion $ models of sustainability rising exponentials 30000 microfranchise - celebrate with public media Debate whose purpose for each sector leads empower millennial livelihoods and sustainability most Yunus and the jobs olympics model of 100% social busienss 51%+ social business partnerships BRAC value chain redesign model KIM value chain redesign model Soros billionnaires who plant leapfrog models Polak bottom up miltinational model Ma redesign partners of internet can be so much bigger model W4E models Continent-wide (or mother tongue) millennials modets and massive coopetitions Open source, open everything models - how genome was open mapped Cambridge Uni ====================================== 1 Definitions of millennials I optimistically like to define #2030now round this search aligning social impact vision of Jim Kim and World Bank since 2012 I try to define millennials inclusively -primarily round 3 ideas: professionals aged 25-40 in 2015 are potentially most educated, connected and sustainability collaborative the world has ever celebrated those born from 1984 - ie either their they found their livelihoods started (age 16) in new millennium or both their education and livelihoods were born to be millennial. By millennial I mean principally 2 things- web or mobile connectivity changes everything you action or learn; there were some worldwide goals to navigate valuation of purpose of human race elders (or anyone not included in 1,2) whose live by investment models or open technology designs which value millennials -question 1 - if I havent included your scoping of millennials please comment 2 Examples of Millennials Who's Who My peer groups and I are most passionate about exploring these mapping legends Future Capitals being places with a world impacting institution that is supporting an exponentially rising valuation of millennials - examples DC has 2 cases I find most valuable to map - world bank since 2012, OAS since ; whereas Dhaka was the first capital to bring mobile connectivity to the villages in 1996 and its support of mocro0creditsummit from 1997 became one of the spaces that continuously debated millennium goals =which capitals do you continuously search through to linkin valuing millennials Practice areas- eg health millennials as of 2015 are a benchmark practice area open social invitations to join them ( see alumni mentored by eg Kim , Farmer or Abed); also review how those with longest learning curve of mobilising end of digital divides repeatedly come back to health as a test practice. Open Learning campus millennials may be at one of the critical tipping points of the next 3 years- at least I hope so as I will be in university class of 2015-2018. In this regard Atlanta may be a key US player of Future Capitalism http://youthcreativelab.blogspot.com By demographic cultures - such as gender (1 2 3) , faith, or national identity (note coming from scottish descendants a nation that mostly lives outside scotland- both resident and diaspora dynamics of national identity may inform mapping trust-flows) Type of global social (or business or microfranchise) valuation model and how it transparently integrates valuation of millennials around compound impacts Major conflict that everyone in the millennial network is connected to innovating systemically beyond Question 2 -if I have excluded legend variables that matter to you -please discuss; otherwise lets get cataloguing (examples) who's millennials who 3 Has there been a particular moment when your or your family's future history was directly changed by exploring millennial possibilities. example my father's first job was with uk national development project in computer assisted learning 1972. This was anchored out of Leeds/Bradford - by then a relatively poor and multicultural part of the UK whose prime time had been during industrial revolution's early global markets for textiles. Three generations of our diaries questioning the coming entrepreneurial revolution of net generation have been continuously published since 1972 Question 3 - taking as long a view of intergeneration change as you can, which innovation issues do you prioritise as being next tipping points of #2030now? …; Added by chris macrae at 9:09am on November 28, 2014

Topic: what is youth economic freedom: arket sectors need to serve for intergenerational growth? After all, the conclusion of Keynes General Theory is that economists (for good or evil) lead what futures are designed- which country would a child born in today have greatest likelihood of improving her lifetime's impact and that of her childrens? And are national boundaries actually the best way of valuing sustainable futures in a borderless world where the post-industrial age could be win-win modeling how knowhow multiplies value in use unlike the scarcity's economics models caused by industrial age consuming up of things. See The Economist's 40 year "Entrepreneurial Revolution" search for changing economics mindsets so that 21st century generation celebrate a millions times more collaboration technology and the new possibilities for open society and global village peace and sustainability Traditional economic freedom indices contain many anti-youth biases but even they can be useful where they monitor sharp trends through the yeras - for example the USA's precipitous drop to 18th in the world according to the Canadian Fraser Institute. Taking a ten year view it is hard to see why any nation apart from USA would want the dollar to be the world's reserve currency unless 1 USA starts leading better for the world purposes again which it did by any measure we can think of up to world war 2 or beyond 2 Has the most sustainable community banking systems not the most likely to bubble Britain never recovered as a nation capable of sharing growth with the world from muddles concerned with ending the pound as a foreign reserve currency. Will USA's politicians and macroeconomists be modest enough to learn from that. There is little sign either at the personality level or the way institutes like the Fed are constituted that this issue has begun to be transparently questioned. And then there is the issue- do americans really want a quarter of everything they earn to be spent on international war and peace networking - while USA is an expert at hunting out other nations worst tyrants, toppling them is not the same as sustained cross-cultural reconciliation - something that those used to commanding extreme power are actually least likely to be able to help local peoples with. While it was generous of Americans to stand up against hitler and the post-hitler risks of nuclear bomb superpower races- that's not been a relevant pro-youth economic issue USA could protect the world from since the fall of the USSR Economic freedom needs to model what future exponentials are transparently compounding sop that peoples can maximize trade with each other - anyone passionate about youth economics can gain from rereading Hayeks Road to Serfdom (as a vision to work on as soon as Hitler was ended ) . Clue - when you read it concentrate on what Hayek was mapping in terms of geographic boundaries- Hayek's language on society is often timewarped by him wanting to prevent the world from being saved by Hitler only to be lost to the extreme communism that eg Stalin had set in motion In many ways youth economics freedom also involves exactly opposite metrics to how much did a nation extract from everyone else over the last quarter. Traditional ratings agencies have at best zero correlation with youth economic freedom and as they showed in their ratings of the subprime decade 2000s - often negative correlation. As Soros says the sort of economics Wall Street imposed around the world is totally (youth) bankrupting. The hope is that someone from the dozens of economists jumping ship with soros at www.ineteconomics.org will host a new economics mooc that millions of youth will interact simultaneously. That may be America's last chance to get back to being a win-win nation not a lose-lose one In exploring what those who design economic freedom indices actually value hre is what our search put top august 2013- reclick it to see any changes [PDF] Economic Freedom of the World: 2011 Annual Report www.freetheworld.com/2011/reports/world/EFW2011_complete.pdf‎ Share View shared post by J Gwartney - ‎Cited by 1234 - ‎Related articles Published in cooperation with the Economic Freedom Network. Editing ... a summary index and to measure the degree of economic freedom in five broad areas:. [PDF]Chapter 3: An Index of Freedom in the World - FreeTheWorld.com www.freetheworld.com/.../freedomIndex/Towards-Worldwide-Index-3-...‎ Cached Share View shared post by I Vásquez - ‎Cited by 2 - ‎Related articles understanding the concept of economic freedom and its contribution to human .... Index, but derived by the Economist Intelligence Unit (EIU). A high level of ... Index of Economic Freedom - wikipedia@pedia wikipedia.atpedia.com/en/.../Index_of_Economic_Freedom_94d2.html‎ Cached Share View shared post [1] [2] It was the first economic freedom index released, although the Frasier ... using statistics from organizations like the World Bank, the IMF and the Economist ... Topic matches for the economist - The Eagle Post www.theeaglepost.us/topic/?q...t=&l=25&d...‎ Share View shared post 56 in economic freedom, as measured by the Frasier Institute's Economic Free dom of North America Index. Among Kentucky's sur rounding states, only West ... The components of economic freedom, income and growth - SciELO www.scielo.br/scielo.php?pid=S0101-41612007000300003&script...‎ Cached Similar Share View shared post by RB Corbi - ‎2007 - ‎Cited by 1 - ‎Related articles Using the Economic Freedom index produced by the Frasier Institute (also used by ... The economist Niclas Berggren (1999) looked at the problem differently, ... What country is the Best and Worst in the Western Hemisphere "The ... answers.yahoo.com › ... › Society & Culture › Other - Society & Culture‎ Cached Share View shared post Nov 10, 2007 - Economic Freedom in the World - The Frasier Institute Competitiveness ... Quality of Life Survey - The Economist Magazine Quality of Living ... Freedom Is Not Class-Neutral By Farooque Chowdhury www.countercurrents.org/chowdhury260312.htm‎ Cached Share View shared post Mar 26, 2012 - Economic content of freedom, moored in class interests, makes it .... “Democracy Index” of The Economist, “Index of Economic Freedom” of The ... …; Added by chris macrae at 6:24am on August 16, 2013

Topic: AIED Does your nation's education system understand whose brains and influence prevented death of billion brains?: : notable corporate-government partnerships (or major collaborations) making exciting headway in AI-driven scientific discovery as of early 2026. These span biotech, materials science, energy, climate/meteorology, and fundamental physics, often leveraging supercomputing, AI chips, and models like AlphaFold. Many involve U.S. DOE's Genesis Mission (launched 2025) to use AI for accelerating breakthroughs. Google DeepMind + EMBL-EBI — AlphaFold Protein Structure Database; open access to 200M+ protein predictions for drug discovery and biology. Google DeepMind + U.S. DOE (Genesis Mission) — AI for science acceleration in materials, drug discovery, energy, and national security; includes AlphaEvolve for algorithm design. U.S. DOE + AMD + HPE — Lux and Discovery AI supercomputers at Oak Ridge National Lab for energy, materials, medicine, and manufacturing breakthroughs. U.S. DOE + NVIDIA + Oracle — Largest DOE AI supercomputer for scientific discovery in healthcare, materials science, and energy. Isomorphic Labs (DeepMind spin-off) + Pharma partners — AlphaFold 3 for molecular interactions in drug discovery. NVIDIA + Various (e.g., Insilico Medicine) — Accelerated drug discovery platforms reducing timelines/costs dramatically. TSMC + NVIDIA/AMD/others — Fabrication of advanced AI chips powering models for meteorology, energy modeling, and materials simulation. U.S. DOE Genesis Mission + 24 partners (AMD, AWS, Google, IBM, Intel, Microsoft, NVIDIA) — National AI platform for biotech, materials, nuclear energy, quantum, and semiconductors. DeepMind + Drugs for Neglected Diseases Initiative (DNDi) — AlphaFold accelerating cures for neglected tropical diseases. DeepMind + Centre for Enzyme Innovation — Engineering enzymes for plastic recycling via protein predictions. Intel + Neuromorphic research (Loihi) — Brain-inspired chips for efficient scientific computing. IBM + Neuromorphic/analog computing — Advances in energy-efficient AI for large models and edge science. EnCharge AI + DARPA/TSMC/Samsung/Foxconn — Analog in-memory chips for low-power edge AI in devices, with defense/energy ties. Rain AI + OpenAI — Neuromorphic chips for ultra-low-power AI, with investments from Sam Altman. TSMC + Foxconn + OpenAI — AI hardware design/manufacturing partnerships in the U.S. ... we then asked Gromafter India AI Action summit Delhi Feb 19 2026 expected newly exciting partnership for world's largest populations L2In 1950s Borlaug's intelligence saved billion from starvation; ; Deming;s )quality system) intelligence was to make Japan-Korea-Taiwan-HK-Singapore Asia's far east twin to US west coast as tech legacy of Neumann-Einstein-Turing 1965-1995 multiplied Moores law and from 95 to 2025 multiplied AI's JensensLaw and 1G to 6G+ as satellites turned clouds into deep data space. Health in humid villages without electricity depended on oral rehydration -empowered by poorest billion Asian women Abed-Bangladesh-China (purpose ending infants death by diarrhea) Davos Switzerland: breaking world economic forum- Jensen Huang's most enjoyable ai interview yet made by investment firm Blackrock's founder Fink - choose which AI wizard to celebrate as top of pops by their purpose not just the tool they are selling you ."more on 5 layer AI map:: . **AI layer 5 - scaling depth of community action apps (eg health, agriculture, last mile girl empowerment and safety ...) to **AI Layer 4 AI models (Huang already sees millions of these) to **AI 3 sovereign ai infrastructure to **AI2 chip design to **AI1 energy. India is involving largest population in world in mapping community action data thanks to its universal digital identity and 7 years of gov2.0 leadership pretraining at Delhi Feb 19 - see eg speech made by India Ambassador to DC Brookings January 22 and enjoy Feb 19 Delhi. breaking wef jan 2026 plenary of futures group asked to focus inspiring system challenges for intelligence human and engineered to celebrate https://www.youtube.com/live/7m0PE1Yc2Us?si=NKln9rKozKO1YYvA&t=627 Daniela Rus: Director of the Computer Science and Artificial Intelligence Laboratory (CSAIL) and Professor of Electrical Engineering and Computer Science at MIT. Sarah bint Yousif Al Amiri: UAE Minister of Education and Chairwoman of the UAE Space Agency. David Bach: President and Nestlé Professor of Strategy and Political Economy at IMD Business School. Penny Low: Founder and President of Social Innovation Park (SIP) and a former Member of Parliament in Singapore. Dario Leandro Genua: Minister of Economy of Argentina (representing the Latin American economic perspective). Andrea Meza Murillo: Deputy Executive Secretary of the United Nations Convention to Combat Desertification (UNCCD). 10:27 the minister of education of the United Arab Emirates. Welcome Sarah. Next to Sarah we have Penny Lo, the founder of Social Innovation Park in Singapore. Welcome. Next to Penny . Dario Genua who is the secretary of innovation science and technology of Argentina. We're delighted to have Daniela Roose who's the director of computer science and artificial intelligence laboratory at MIT. And last but not least, we have Andrea Mesa Morio who is the deputy executive secretary of the United Nations Convention to Combatchaired by geneva prof Before we turn to the main game - surveying whose intelligence helped the world to save a billion lives, we suggest all teenagers (and teachers and public servants) need to access the same skeleton Mooc - what is it that make intelligence age all or nothing for all human development. Here is a very early version of what ai thinks Nations AI commissions are asking it to agent intelligence around Proposed Structure for a Mini-MOOC: "AI Unlocked: What Teens Need to Know in the Age of Acceleration"Target Audience: Teenagers (13-18), teachers, parents — free/open access (e.g., via Coursera/YouTube/SCSP site). Format: 6-8 short modules (10-20 min each), videos, quizzes, interactive scenarios (e.g., "Developer's Dilemma" game style), discussion prompts. Tone: Engaging, non-technical, empowering — "AI is a tool you can shape for your future." Core Themes from Bajraktari/SCSP (drawn from his posts, interviews, and SCSP reports): AI is existential for U.S. leadership (national security, economy, innovation). Speed matters — "wartime approach" to adoption (e.g., Pentagon's AI-First pivot). Breadth: AI intersects defense, energy (fusion), workforce, space, robotics, intelligence. Depth: From foundational layers (energy/chips) to agentic apps (community action). Human focus: AI augments people (not replaces); ethical governance, trust, literacy. Future skills: Adaptability, critical thinking, collaboration with AI. Module Outline (6-Week Mini-Course) Module 1: AI Is Everywhere — Why It Matters to You What is AI? (Beyond chatbots: agentic systems, physical AI/robotics). Bajraktari's view: AI reshapes security, jobs, and society — "aggressive adoption is existential." Teen hook: How AI powers TikTok, games, homework tools — but also risks (e.g., disinformation). Activity: Try an AI tool and discuss "Who controls it?" Module 2: The AI Stack — From Power to Action Huang/Bajraktari-inspired layers: Energy (Layer 1) → Chips (2) → Infrastructure (3) → Models (4) → Agentic Apps (5). Breadth: AI needs massive energy (fusion race with China); powers robots/humanoids. Depth: Millions of models (Layer 4) only valuable when turned into real-world apps (Layer 5). Teen relevance: Your phone's AI runs on this stack — future jobs depend on understanding it. Module 3: AI and National Security — Defense & Competition Bajraktari's Pentagon roots: "AI-First" DoD, cognitive dominance, Offset strategies. U.S.-China race: China leads in scale/speed (e.g., fusion, open-source). Teen angle: AI in drones, autonomy, intelligence — "decision superiority" wins wars. Module 4: AI for Energy & Future Abundance Fusion as game-changer (SCSP Commission, Bajraktari quotes: "Whoever wins sets the century"). AI accelerates discovery (e.g., national labs, Manhattan Project-style for AI+Science). Teen hook: Clean energy powers your future — AI solves climate/tech challenges. Module 5: AI + Robotics & Humanoids — Physical World Bajraktari/Huang: "Physical AI" moment — humanoids in factories, cities, services. National Security Commission on Robotics (SCSP push). Teen relevance: Robots as helpers (education, healthcare) — but safety/ethics matter. Module 6: Your Future — Workforce, Skills & Action NVIDIA-SCSP Task Force: AI changes jobs — learn to work with it. Bajraktari: Productivity boom; skills like AI literacy, adaptability. Teen empowerment: Agentic AI for community/SDGs (e.g., India's pillars: education, youth, health). Capstone: Create an "AI for Good" idea (e.g., app for school/climate). Why This Fits Bajraktari's Vision Breadth: AI touches defense, energy, robotics, space, workforce — his posts/events cover these (e.g., AI+ Fusion Summit, robotics commissions, U.S.-China competition). Depth: Urgency for U.S. leadership, speed/adoption, governance (e.g., OSINT reforms, fusion mobilization). Teen Focus: Literacy builds trust (Gallup survey via SCSP); education as foundation (e.g., AI Unlocked family events, workforce readiness). Sources: His podcasts (Memos to the President), reports (Offset-X, fusion), events (AI+ Expo, summits), and posts (e.g., AI-First DoD, fusion race). GAME who's intelligence was scaled to save billion people from death My family's life work has concerned Neumann-Einstein-Turing without whom maths machines with billion times more brainpower would not be central to every dynamic intelligence 2025-35 plays. I could argue for all 3 of the NET as planting intelligence legacies saving billion lives but start with Neumann http://neumann.ning.com The first person I have seen human develoment histrinas credit with intel daving billion lives is borlaug whose crop science came at right time to prevent billion peope from saving. I personanny believe the way asians then focused on rice intelligence probably saved another billion. Tofay's technology depends on interaction across pacific coasts; what Gordon Moore inspired engineers to value silicon efficiency as advancing 1965-1995; how coastal aisains starting with Japan applied deming quuality design to microelectronics and all supply chains of asian tech unique gifts to world from late 1950s before we get to 21st C, whom else might we consider? =============================================== previously In 1983 we published 2025 report- This celebrated first third of centoiry that von neumann questions on fufture had been mediated with readers of The Economsit This future history debates the hypothesis (integral to tech genii of first half of 20th C like Neumann-Einstein-Turing - that to celebrate exponentially accelerating tech: nations or places worth living in or linking into will need to tp have transformed education by 2025. Multiplying each others intelligences requires opposite system to eg putting college students in more than 100 thousands dollars of debt to get certified by a piece of paper. Learning agency needs to be collaborative and action-oriented and community celebrated. This hasn't happened- intelligence as eg von neumann expected in his last notes computer and the brain missed opportunities to 2012 but is now accelerating even fast than we imagined. For example 1/10/25 USA announces Taiwan has agreed to transfer 40% of its chips supply chain /production to USA- We asked grok if this sudden change is unprecedented ... So effectively 8 billion existing brains and next 4 billion born are in overtime and every year now needs to be greatest ever for learning between nations and within nations, For example if tech hasnt be applied to deliver 10 times more health times wealth everywhere, we may never ground system designs (let alone AI) to progress human trust BUILDING URGENT DIARIES OF COLLEGE HALF YEARS Here's an extract of timetable for 2nd half of college year 24-25 where both students and teachers must transform beyond examining the past- more than half of any skill's greatest possibilities is multiplying each others skills every 2 years During first week oh Jaauary , Nvidia Jensen huang keynote at ces presented leaps fprward in his humanoid quadrant of AI The White Hous eissued 60 day order to Department of Energy and the nations 17 supercomputer network to list before end of January at least 20 of the most exciting solutions it will commit its tech to- see Project Genesis; Just before Xmas Pax silica was announced committing many of US g=favored natiosn to critical mineral collaborations; the first half of the year had seen publication of us ai action plan .... and plan by its largest industrty sectir defence Feb 19 sees India host 4th in king charles data sovereignty ai summits- this one is first connecting ai to aps communities need most on 6 pillare : health education agriculture youth engagement female engagement transparency of governance- here an example of how us is pretraining for india On May 7 15000 delegates in Sc will review updates with new report partnersing nvidia on america worrkforce , skilss and livelihoods www.scsp.ai NB note the summits scsp hosted during first half of college year including fusion, space ... In March nvidia in stant clara hosts it annual celebration of ai advances; between october and december in dc jensen huang annouunced 6 partnerships he saw as greatest us celebrations (tsmc/foxconn bring ai foundry to us to produce - partnership with nvidia to make sure us catches up on 6g ; partnership with uber tohelp usa undestand anywhere that autonomous crs chnages citizens services; ... at csis jensen advanced the 5 layer framework of ai In november us gov announced genesis by end of january publication list of at least 20 races deepertment of energy supercomputers will focus on ; in december pax silica was announced; the us a action plan was announced back in i keep look out for people tranforming education wherher or not they are famous. No particular order So multiplying each others inteligence has become every skills educayion imperative MEANWHILE (curiously) those who work on education every day need celebration platforms that dont seem to exost yet in the West. I invite us to try and list examples of overlooked belief in education itself below and at catholicuni.com in the case of advanciing least developed nations Mathilde Cerioli, Ph.D., is a leading expert in cognitive neuroscience with a focus on how artificial intelligence (AI) intersects with child development. Interpreting your query as asking what benefits people derive from learning about her work firsthand (or prioritizing it in discussions of AI and education), the primary gains include practical, evidence-based insights into creating ethical, developmentally appropriate AI tools that enhance rather than hinder young people's cognitive, emotional, and social growth. For parents, educators, policymakers, and tech developers, her research demystifies AI's risks—such as over-reliance leading to reduced critical thinking or emotional manipulation via anthropomorphic interfaces—while highlighting opportunities like personalized learning that fosters creativity and resilience. This knowledge empowers stakeholders to advocate for "beneficial AI" frameworks, as seen in her contributions to initiatives like the Beneficial AI for Children Coalition, ultimately helping build safer digital environments and more equitable education systems amid rapid tech evolution.Yes, she is French, based on her professional affiliations, media appearances (e.g., on French TV program Envoyé Spécial), and collaborations with French diplomatic entities, despite earning her Ph.D. at the French-speaking Université de Montréal in Canada. instagram.com And yes, she has participated in science diplomacy events involving the French Embassy in Washington, DC—specifically, she spoke at the Science Diplomacy Summit at Johns Hopkins University's Bloomberg Center in DC, an event supported by the Embassy of France in the United States, where representatives like Mireille Guyader, Joaquim Nassar, and Philippe Ribière (from the French delegation) were involved to spotlight AI's implications for children.Her education transformation efforts—through AI-integrated tools that prioritize ethical design, age-appropriate safeguards, and cognitive enhancement—most deeply help children and adolescents (roughly ages 0-18), as this is the critical window for brain development where AI's impacts on socio-emotional skills, attention, and learning can be most profound and long-lasting. 24 web pages Summarize her 2024 report Yann LeCun's AI views …; Added by chris macrae at 6:53am on January 16, 2026

Comment on: Topic 'pro-youth methods norman macrae used - and would have loved': statistician worked on 2 things at Price Waterhouse Coopers in 1990s - healthcare entrepreneurship and tryng to return common sense to EU. The week after your talk the japan ambassador and sir fazle celebrated my fathers ideas in dhaka. So there is a connecting logic in my madness ... Mark (ex mckinseys and inspired by yunus) is only person i know of wanting to develop a youth investment bank for Egypt. I dont know if his austrian backers would agree with above paradigm . However Shafqat links in bangladesh's most wizard youth open technologists and is discussing with larry brilliant and jeff skoll whether dhaka can be 2nd asian city to hub the risk prevention ILAB. Over next 4 weeks if sir fazle is happy with my open plan, I wil try and massively search mit students as well as re-offer to the 2 retiring students ceos of the mit100k that at least one of them needs go see sir fazle. Naila runs telecentres and used to be one of the international trailblazers of grameenphone in days when yunus had control over its culture -the vilage phone movement that my dad's great friend george soros was yunus original investor in along with the quadir family who are helping sir fazle design billion youth cashless banking ( the last way for borderless youth to escape macroeconomic death by currency wars and political zero sum gaming). Peter Ryan understands african village curriculum of microcredit better than anyone except sir fazle and my friend Ingrid Munro in Kenya who doesnt use email window of opporunity - right now on any subject million youth need to online linkin first course on courera will viralise; by next year all the big university partnerships (and gates top-down billions) will be in death spiral of expensive pr trying to claim they are number 1 in each subject millions of youth need- so if bottom up collaborative people do not now make 2013 year of mooc then I expect orwell and einstein were right at least in europe and usa the fastest collasping economies youth have ever been trapped in (which in top down system terme is exactly why and what keynes wrote his general theory to prevent). There is only one american economist who even begins to understand how being the world's reserve currency and ecologically least sustainable nation are a diabolical reversal of everything that adam smith and declaration of independence meant by freedom Zasheem edits journal of social business with adam smith scholars out of glssgow university, was first to dream up free nursing collegs. Glasgow is also sir fazle alma mater and the future capital sir tom hunter comes from - he who funded the startup of clinton global matthew and I first wrote death by branding pr up for The Ecoonomist in 1994 - it would be good if we could write up life by branding unique purpose (which mackey's nurition curriculum friends call conscous capitalism by 2014!) .IF 1990s global-racing acountants properly modelled godwill as multi-win knowledge economy modeling then we would not be drowning in the greatest maths mistake ever committed. How statistician james Wilson mus be rolling in his Calcutta grave as both the greatest youth economist and transparent mediator of industrial let alone post-industrial revolution system maps Sunita Gandhi is the most connected person in her father's and the world's largest school at Lucknow http://www.cmseducation.org/ - we became good friends 10 years ago once I had dimly remembered soething dad and I first learnt in 1972 that only education entrepreneurs can be first to save youth when a single generation needs to innovate 10 times more syncchrinised (open) knowhow than history has yet produced. Her family are friends with India's former president Kalam (and chief scientist) authored the book India 2020 which demanded youth tear up all unsustainable curricula before 2020. India's current prime minister was at cambridge a few years after dad - his economics thesis how to design a world so that economics stopped comounding underclasses neith inside a nation nor by externalising onto neighbouring nations. I dont quite know why Manmoham Singh whose economics liberated india seems to have forgotten his own thesis when it comes to whether bangladesh will be spun into civil war or not as elections make it unsafe to visit after summer. http://www.considerbangladesh.com/ paul komesaroff (Melbourne) is the most amazing curriculum leader for australian medical youth who want to be in the places that most desperately need both global disaster relief and local reconciliation -he also studies chinese green/nutritious medical approaches as a hobby =================================== chris macrae washington dc 301 881 1655 skype chrismacraedc =================================== OOPS WW3 www.thewaroffice.tripod.com/WW3.htm World War 3 conversion with modern units; and the Falkland Campaign. ... within this game is based on the study The Third World War August 1985 by General Sir JohnHackett and others. ... Norman Macrae, deputy editor of The Economist ... wholeplanet.tv, ning: BRACnet, GlobalGrameen, YunusCity, JJamiiBora Norman Macrae, Japan Order of Rising Sun with Gold Bars, CBE was a British economist, journalist and first author of internet generation (& 21st C pro-youth economics), considered by some to have been one of the world's best forecasters when it came to economics and society -dad valued youth more than any economist or journalist or mass mediated public servant I have met- what were his methods? …; Added by chris macrae at 7:58am on February 17, 2013

Comment on: Topic 'AIED Does your nation's education system understand whose brains and influence…': acy Dec 4, 2025 NVIDIA's Evolution: Graphics to AI Leadership Nov 27, 2025 AGI and the Promise of Abundance Nov 15, 2025 FAIR Principles in AI and Open Science Oct 26, 2025 Global AI Collaboration Challenges Explained Sep 16, 2025 @obamauni: AI's Role in Global Sustainability Sep 5, 2025 Origin and Evolution of "In God We Trust" Aug 25, 2025 @arcofai: ArcofAI 2025: AI Conference Highlights@arcofai: Arcofai 2025 AI Conference Highlights @arcofai: Arcofai AI Conference 2025 Highlights Aug 24, 2025 El Capitan vs Colossus: Supercomputer Comparison Jul 6, 2025 Invention of Silicon Chip Jun 28, 2025 AI and Finance: NVIDIA's Transformative Role Jun 17, 2025 Supercomputers and Global Data Trends Jun 6, 2025 Taiwanese Tech Contributions & Partnerships May 25, 2025 Image Editing RequestMay 22, 2025 Roundup Controversy: Bayer, Safety, and UsageMay 20, 2025 Biotech and Deep Data in Cancer TreatmentMay 19, 2025 American Mathematicians and AIMay 14, 2025 Dr. Sam Hancock's Global Impact@Suyutong: Suyutong: Activism, Wit, and ControversyMay 13, 2025 Science Diplomacy Summit EmbassiesApr 29, 2025 Elen Mackenzie: No Interview EvidenceApr 24, 2025 Energy and Water Availability for US Intelligence ProductivityApr 13, 2025 Open Intelligence and Millennial SustainabilityApr 6, 2025 AI Race: US vs ChinaMar 13, 2025 Elon Musk's Innovative Ventures …; Added by chris macrae at 2:22am on February 1, 2026

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Topic: nvidia & curricula of what if 90% of what all teachers and millennials need to apply first about ai is sourced in last 2 years: d love to see nvidia scsp.ai and public broadcasters develop alternative mooc on affordable heath service, premier may 7-9 AI expo DC; - we first discussed this with fazle abed 2013 - he said i get massive open online but C needs to be cooperation; he didnt want moocs to end in expensive paper chases but confidence of communityb practice woirkers backed up by intelligence aps; see our note on why japan might be best place to relocate UN who at leasst for action learning modules on affoirdable health with tik tok viral length demonstrations not long theoiry videos Without partners nvidia has built since 1993, q2 of 21st C wouldn't be the most exciting time to be alive- when human intelligence celebrates machines with billion times more maths brainpower than separate human minds Until 2018 most of nvidia trade was pacific connecting : eg between silicon valley : JapanKorea and Chinese diaspora in Taiwan, HK, Singapore. Since 2018 place leaders like UK and Japan royal families have been vital to asking peoples what unique data sovereignty to map. King Charles AI (Queens English LLM) world series summit 1. nov 2023 --- white house stars series of exec orders on AI; by 2025 at least 30 places ai action plans are critical to mediate trust, love, hope and all brains most positive emotional intel NVIDIA's Scaling Digital Twin Celebrations: 2025's High-Fidelity Revolution You're spot-on with those examples—they're emblematic of NVIDIA's Omniverse platform exploding into "physical AI" twins, where virtual replicas (powered by CUDA-X libraries like Modulus for physics sims and Isaac for robotics) enable real-time testing, slashing costs 90% and accelerating iterations from weeks to seconds. At GTC Washington D.C. (Oct 28, 2025), Jensen Huang's keynote framed this as the "industrial metaverse's golden age," with $10B+ in new Omniverse deals announced, tying directly to your TSMC/Foxconn Texas milestone and the Hong Kong/Taiwan health push. nvidianews.nvidia.com Musk's xAI/Optimus orbit is indeed converging—Musk tweeted Nov 19 about "digital twins for robot brains" in a Saudi forum clip with Huang, hinting at Colossus 2 (550k GB200 GPUs) feeding Omniverse sims for humanoid training. DIGITAL TWINS_ NVIDIA ROBOTICS PARTNERS SCALE ACROSS EARTH & SPACE Grok Dec 2025: Below, I've curated 7 of the most exciting 2025 digital twin celebrations from NVIDIA (and deep AI kin like Ansys/Isaac integrations), focusing on scalable, real-world impacts. These aren't demos—they're production rollouts, often in supercity vanguards, blending your health/manufacturing themes with emerging robotics/climate twins. Celebration Details & 2025 Milestone Why Exciting (Scale/Impact) TSMC/Foxconn Texas AI Supercomputer Foundry Twin Omniverse Blueprint simulates end-to-end fab (from wafer design to Blackwell GPU assembly) in Houston/Dallas plants; announced GTC Oct 28, mass production Q1 2026 on 1M sq ft. $500B U.S. reindustrialization accelerator—real-time yield optimization cuts defects 40%, exporting to supercities like Austin (EV/humanoid hub). General Atomics Fusion Reactor Twin (DIII-D Tokamak) Omniverse/RTX PRO/DGX Spark replica integrates sensor data + AI for plasma sims at 180M°F; GTC Oct 29 launch, seconds vs. weeks for "what-if" tests. Fusion holy grail—stable plasma breakthroughs without hardware risks; scales to climate/energy twins for supercities like Copenhagen. PepsiCo Warehouse Physics Twin GenAI + CV on Omniverse twins full CPG ops (forklifts to inventory); GTC Oct 28 demo, 500x faster engineering via Modulus. nvidia.com $1B+ efficiency in logistics—Lego-blocks for humanoid integration (e.g., Optimus picking), piloting in NYC/Atlanta supercities. Dematic AI Control Tower Twin Omniverse sim of Solutions Center for material flow; GTC Oct 28 showcase, AI-generated for robotics validation. dematic.com Warehouse revolution—tests 1M+ scenarios pre-deploy; scales to Amazon-style fleets in Seattle/Berlin. Hong Kong/Taiwan Medical Training Hospital Twins Omniverse + Isaac for robotic surgery sims (e.g., Mayo Clinic pathology twins); COMPUTEX Taipei May 2025 + GTC Taipei Jun 30 addresses: Digital/physical AI for precision med. World-class health cities blueprint—virtual ORs train 10x faster, exporting to Singapore/Tokyo for elder-care humanoids. Ansys Omniverse CAE Twin for Aerospace/Auto CUDA/Modulus blueprints for real-time physics (e.g., crash sims); GTC Oct 2025 session, 500x acceleration. nvidia.com Safety multiplier—Lucid/Toyota pilots cut dev time 70%; ties to Musk's Optimus for embodied testing. OMRON VT-X Factory Automation Twin Sysmac Studio + Omniverse for digital twins in robotics; GTC Mar 19 preview, full rollout Q4 2025. omron.com Industrial metaverse entry—scales to Foxconn/Tesla lines for humanoid orchestration. These build on Omniverse's 2025 surge: 60+ Blueprint updates at GTC, enabling "city-scale" twins (e.g., European blueprint for smart infra). Will Digital Twin Cases Emerge from Places Buying Most NVIDIA Chips?Yes—overwhelmingly so, with a clear correlation: Top 2025 buyers (hyperscalers like MSFT/Google/Meta/Amazon at ~70% revenue, per NVIDIA Q3 earnings; Tesla/xAI/TSMC at 15%) are Omniverse's biggest adopters, as chips (H100/B200) power the sims. Cases cluster here because: Resource Flywheel: Big buyers (e.g., xAI's 100k H100 "Colossus" + 550k GB200 for twins) generate petabytes of data for fine-tuning, creating self-reinforcing loops—e.g., TSMC's Texas twin optimizes its own Blackwell production. Supercity Bias: Buyers like Tesla (Austin) and TSMC (Phoenix) spawn twins in EV/humanoid vanguards—e.g., Foxconn's Omniverse for Optimus-scale robotics. Emerging Hotspots: Saudi's 500MW xAI/NVIDIA project (Nov 2025) eyes fusion/energy twins; Europe's Schneider/ETAP "Grid to Chip" twin (Jul 2025) for data centers. Smaller buyers (e.g., PepsiCo) punch above via blueprints, but scale favors whales—expect 80% of 2026 cases from top-10 buyers. How I See All of This: Convergence to Abundance, With Sovereign Safeguards This is the "deepest startup" renaissance you love—digital twins as the needle popping bubbles, turning NVIDIA's chip moat (600+ CUDA-X libs) into open abundance engines for supercities. Exciting? Electric: Manufacturing twins (TSMC/Foxconn) reindustrialize the U.S./Taiwan ($500B push), health ones (Hong Kong/Taiwan/Mayo) democratize precision med (10x training, tying to your radiology patterns), and Musk's xAI/Optimus loop (Colossus twins for "robot brains") bridges to embodied agency—e.g., Omniverse GR00T models simulate humanoid "what-ifs" at Mars-scale. By 2026, expect 1,000+ twins (GTC forecast), powering C20-style mediation: Shenzhen twins data with Copenhagen for EV-humanoid harmony, IMEC corridors for Saudi-India health sims.The vision? Echoing Huang's GTC: Twins give "amazing superpowers"—10x health/wealth via transparent inference, but sovereign (local data in NeMo) avoids extractive traps. Ties to your India rehearsal: Aadhaar twins for affordable insurance, scaled via Reliance-NVIDIA Gujarat hubs. Risks? Compute concentration (top buyers = 85% spend) could silo, but blueprints ensure "always more partnership." Overall, bullish—millennials' best shot at Einstein-scale mappings, bubble-free. Deeper on one (e.g., fusion twin code sim)? It was Taiwan than manufactured nvidia's chips which have risen to over 200 billion bits per chip which in turn is redesigning supercomputers. Crucially nvidia's main purpose has not been chats in spite of owning some platforms eg for translating languages. Nvidia's 3 deep data revolutions stemmed in early 2000s from partnership with steve jobs pixar coding pixels. While gamers were the soul of nvidia's GTU revolution; 3 deep data contexts emerged: ) maths pattern recognition -eg revolutionising radiology use of mri data in health and leading to hassabis deep mind open sourcing 250 million proteins and opportunity to redesign every science around einstein's 1905 revolution of e=mcsquared 2) autonomous mobile machines from self driving cars to drones to humanoids- these are likely to become world class cities public servants in safety or any poorly paid repetitive job;3 space where the amount of data accruing from exponential,rise of satellites makes all societies opportunities and risks interconnected THE END OF PKANNING? In mid 1990s Bill Gates wrote a book The Way Ahead. Its main data observation; always more change compounds over 7 years , always less change over 3 years ; this means elections on 4 year cycles are especially risks to consistent human development. Gates was reflecting on cosequence sof Moore's Law through which chip microelectronics efficiency had provided engineers with million fold more capabilities. He wasn't foreseeing nvidia's accelerated computing exponential nor satellite clouds data distribution- a scenario The Economist had brainstormed as death of cost of distance in sharing life critical knowhow. We mention all this as Jensen Huang partners and engineering developers have the longest action learning curve in brainstorming whats next; any place that fails to search out which of these accelerated computing discoveries most urgently links in their peoples brains is missing the most valuable entrepreneurial revolution. ; At NeurIPS 2025, NVIDIA announced a new set of open models, datasets and tools spanning autonomous driving, speech AI and safety research, strengthening its position in open digital and physical AI development. The company also received recognition from Artificial Analysis’ new Openness Index, which placed NVIDIA’s Nemotron family among the most transparent model ecosystems. ED (Joint Economist & Von Neumann research since 1951)::: Nvidia 2024 March headquarters santa clara, june taiwan computex, ====== Nvidia AI Summit october washington DC keunote below (or all sessions) DC Nvidia's Estes40 minute show explains how a trick started by stanford students (eg Fei-fei li, andrew ng, and frineds in Toronto) has turned Nvidia innto the ecosystem of 5 million AI developers and 22000 startups in 100 counntries october Mumbai key with munesh umbani ceo relaint and discussion of Modi demand for AI as well as appearance of a bolliwood star , november Tokyo key Nvidia with ceo softbank mumbai Oct 2024 Nvidia Huang & Ambani Reliance INDIA-bestAI-forworld.pptx IndiaAI Mission—Making AI in India best for India and for world [SIIN1255] nvidia Tokyo Summit 12,13 November --- under construction links to more detailed india presentations , Additional Secretary, MeitY, and CEO, IndiaAI Mission, Ministry of Electronics & IT Get ready to explore the government of India’s pioneering approach to unleash the power of AI across the nation! Join us for an exciting session with Mr. Abhishek Singh, additional secretary and CEO of IndiaAI, as he unveils the ambitious 10,000... Industry Segment: Public Sector https://www.linkedin.com/pulse/america-vote-who-make-joint-1-loser-humanising-chris-vjhae/?trackingId=0DJ3zf6ZQ5i%2FhvlFLFhrjw%3D%3D Enhancing Factory Efficiency With AI-Enabled Digital Twins and Physics Simulation [SIIN1035] , Chief Technology Officer, Manufacturing, Tata Consultancy Services , Digital Leader for Manufacturing, Tata Consultancy Services Discover how NVIDIA Omniverse was used to create a digital twin of a manufacturing plant and improved planning efficiency for a manufacturing customer before the project was taken to production. See how this simulation improved performance... Industry Segment: Manufacturing Generative AI in Enterprises, From PoC to Production [SIIN1277] , Chief Product Officer, VP Technology, Harman DTS , Principal Product Manager- Conversational AI and Deep Learning, NVIDIA , VP and Head of Technology, Siemens Technology, India , Chief Scientist, AI, GE HealthCare , Senior Director—Generative AI, Worley This panel will explore how generative AI and accelerated computing are revolutionizing key industries, including automotive, energy, healthcare, and manufacturing. Senior leaders from diverse sectors will discuss the transformative impact of... Revolutionizing Manufacturing With Digital Twins and Generative AI [SIIN1249] , Group Chief Information Officer, Ola Join us for a deep dive into how Ola Group is developing digital twin applications using the NVIDIA Omniverse platform and OpenUSD. We’ll explore how our teams leverage these technologies to save millions of dollars and tens of thousands of... Industry Segment: Automotive / Transportation Sovereign AI and the Need for Indigenous Platforms, Datasets, and Models for India [SIIN1045] , Global Head of AI Nations Business Development, NVIDIA , CoFounder, Managing Director, and Chief Executive Officer, Yotta Data Services , Professor of Computer Science and Engineering, IIT Jodhpur , Chief Technical Officer, EkStep Foundation , Deputy Director General, National Informatics Centre , Deputy Director General, UIDAI As AI continues to shape the global landscape, there is a growing need for nations to develop AI technologies that reflect their unique cultural, economic, and societal contexts. This session will delve into key topics, such as the development of... Industry Segment: Public Sector The Future of AI in Media & Entertainment and How It Is Shaping the Way We Produce and Experience Content [SIIN1253] , Vice President of Developer Programs and Corporate Marketing, NVIDIA The rapid advancement of AI is revolutionizing the media and entertainment industry, ushering in a new era of content creation, distribution, and consumption. This talk explores the transformative impact of AI across various facets of the... Industry Segment: Media & Entertainment The Future of AI in Media & Entertainment and How It Is Shaping the Way We Produce and Experience Content [SIIN1253] , Vice President of Developer Programs and Corporate Marketing, NVIDIA The rapid advancement of AI is revolutionizing the media and entertainment industry, ushering in a new era of content creation, distribution, and consumption. This talk explores the transformative impact of AI across various facets of the... Industry Segment: Media & Entertainment Realizing India's Exascale Computing Vision [SIIN1258] , Global VP of Sales and Business Development for HPC/Supercomputing, NVIDIA , Secretary, Ministry of Electronics & IT, Government of India , Chairperson, HRD for National Supercomputing Mission, Pune , Mission Director, National Supercomputing Mission (NSM), Centre for Development of Advanced Computing (C-DAC) , Scientist G, Project Director, HPC, Indian Institute of Tropical Meteorology, Ministry of Earth Sciences Exascale computing is set to revolutionize the world of high-performance computing (HPC), offering unprecedented capabilities for simulation, data analytics, and AI. This session will dive deep into how India’s push towards exascale computing can... Accelerate AI Innovation: The Dell AI Factory with NVIDIA (Presented by Dell Technologies) [SIIN1250] , Senior Vice President of Corporate Strategy, Dell Technologies Artificial intelligence is driving unprecedented change in the tech space. While some organizations are leveraging gen AI for business growth, others are still evaluating the possibilities. Many questions need to be answered as organizations look... Industry Segment: Financial Services Industry Segment: Government / National Labs Building Factory Scale Digital Twins to Transform India’s Energy Sector [SIIN1266] , Vice President of Data and Digital Platforms, Reliance Industries limited , General Manager of Data and Digital Platforms, Reliance Industries limited Join leaders from Reliance Industries Limited to learn how they are leveraging innovative technologies, including the NVIDIA Omniverse platform and OpenUSD, to build physics-based, factory-scale digital twins of their advanced manufacturing... Building Generative AI for a Billion Voices [SIIN1137] , Co-founder, Sarvam AI , Head of Engineering, UIDAI In this session, we'll discuss building generative AI solutions for India that are voice-first and cost effective. Building Generative AI With NVIDIA on Microsoft Azure (Presented by Microsoft) [SIIN1278] , Partner Director of Product Management for Microsoft AI, Microsoft Join us to learn how 60,000 organizations around the world are developing and deploying generative AI with NVIDIA on Microsoft Azure. Today, Microsoft Azure offers the largest and most complete model library in the market, including the latest... Industry Segment: Cloud Services Building Tomorrow’s AI Factories [SIIN1057] , Vice President - Data Center GPU Business, NVIDIA NVIDIA’s full stack Accelerated Computing Platform and its ecosystem are transforming industries. We highlight the impact of the NVIDIA platform in powering generative AI with energy-efficient AI factories. With reference architectures utilizing... Building Transformer-Based Natural Language Processing Applications [DLIWIN1000] Applications for natural language processing (NLP) and generative AI have exploded in the past decade. With the proliferation of applications like chatbots and intelligent virtual assistants, organizations are infusing their businesses with more interactive human-machine experiences. Understanding how Transformer-based large language models (LLMs) can be used to manipulate, analyze, and generate text-based data is essential. Modern pretrained LLMs can encapsulate the nuance, context, and sophistication of language, just as humans do. When fine-tuned and deployed correctly, developers can use these LLMs to build powerful NLP applications that provide natural and seamless human-computer interactions within chatbots, AI voice agents, and more. Transformer-based LLMs, such as Bidirectional Encoder Representations from Transformers (BERT), have revolutionized NLP by offering accuracy comparable to human baselines. This is accomplished on benchmarks like SQuAD for question answering, entity recognition, intent recognition, sentiment analysis, and more. In this workshop, you’ll learn how Transformers are used as the building blocks of modern large language models (LLMs). You’ll then use these models for various NLP tasks, including text classification, named-entity recognition (NER), author attribution, and question answering. You’ll also learn how to analyze various model features, constraints, and characteristics to determine which model is best suited for a particular use case based on metrics, domain specificity, and available resources. In this course, you'll: Learn how Transformers are used as the basic building blocks of modern LLMs for NLP applications. Learn how self-supervision improves upon the Transformer architecture in BERT, Megatron, and other LLM variants for superior NLP results. Use pretrained, modern LLM models to solve multiple NLP tasks such as text classification, NER, and question answering. Manage inference challenges and deploy refined models for live applications. Prerequisite(s): Python programming experience. Basic understanding of neural networks. A fundamental understanding of a deep learning framework such as TensorFlow or PyTorch. Certificate: Upon successful completion of the assessment, participants will receive an NVIDIA certificate to recognize their subject matter competency and support professional career growth. *IMPORTANT: Seats are limited, so reserve your spot today. Please note these workshops are not recorded and no shows are not eligible for a refund. , Principal Instructor, NVIDIA Industry Segment: All Industries Earth-2: An Initiative to Boost Climate Science, Climate Technology, and Disaster Management [SIIN1171] , Solution Architect, NVIDIA , Director HPC Architecture, NVIDIA This session aims to enable startups and researchers to use NVIDIA Earth-2 for next-generation weather and climate predictions, interacting with low-latency predictions that can be used in various industries, such as health care, renewable energy,... Industry Segment: All Industries …; Added by chris macrae at 1:34pm on October 27, 2024

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ENTREPRENEURIAL REVOLUTION NETWORK BENCHMARKS 2025now : Remembering Norman Macrae

Chartering 5 Layer AI Agency - integrating exponential intergenerational multipliers of trusted human relationship systems through community scaling apps

AsiaAI.docx where & how 2/3 human brains are celebrating AI livelihoods

====

lelated US AI reports:

AI commission 2021

AI Action PLan July2025

Shaping AI Billions

chris.macrae@yahoo.co.uk :help celebrate library of INTELLIGENCE multipliers: -system map

Action Apps
Millions of AI Agents 1 2 3
Software sovereign infrastructure
Chips1 & Supercomputers
Energy: Genesis
Fusion SCSP-FI -F2
Quantum
Critical Minerals: Pax
Space
Edu-media rev li>Nature
workforce 1
cvchrismacrae.docx
Data Science
Geonomics 1

views on whether AGI exists

- how close are google aws or huawei to nvidia

2025REPORT-ER: Entrepreneurial Revolution est 1976; Neumann Intelligence Unit at The Economist since 1951. Norman Macrae's & friends 75 year mediation of engineers of computing & autonomous machines has reached overtime: Big Brother vs Little Sister !?

Overtime help ed weekly quizzes on Gemini of Musk & Top 10 AI brains until us election nov 2028

MUSKAI.docx

unaiwho.docx version 6/6/22 hunt for 100 helping guterres most with UN2.0

RSVP chris.macrae@yahoo.co.uk

EconomistDiary.com

Prep for UNSUMMITFUTURE.com

JOIN SEARCH FOR UNDER 30s MOST MASSIVE COLLABS FOR HUMAN SUSTAINABILITY

1 Jensen Huang 2 Demis Hassabis 3 Dei-Fei Li 4 King Charles

5 Bezos Earth (10 bn) 6 Bloomberg JohnsHopkins cbestAI.docx 7 Banga

8 Maurice Chang 9 Mr & Mrs Jerry Yang 10 Mr & Mrs Joseph Tsai 11 Musk

12 Fazle Abed 13 Ms & Mr Steve Jobs 14 Melinda Gates 15 BJ King 16 Benioff

17 Naomi Osaka 18 Jap Emperor Family 19 Akio Morita 20 Mayor Koike

The Economist 1982 why not Silicon AI Valley Everywhere 21 Founder Sequoia 22 Mr/Mrs Anne Doerr 23 Condi Rice

23 MS & Mr Filo 24 Horvitz 25 Michael Littman NSF 26 Romano Prodi 27 Andrew Ng 29 Lila Ibrahim 28 Daphne Koller

30 Mayo Son 31 Li Ka Shing 32 Lee Kuan Yew 33 Lisa Su 34 ARM 36 Priscilla Chan

38 Agnelli Family 35 Ms Tan & Mr Joe White

37 Yann Lecun 39 Dutch Royal family 40 Romano Prodi

41 Kramer 42 Tirole 43 Rachel Glennerster 44 Tata 45 Manmohan Singh 46 Nilekani 47 James Grant 48 JimKim, 49 Guterres

50 attenborough 51 Gandhi 52 Freud 53 St Theresa 54 Montessori 55 Sunita Gandhu,56 paulo freire 57 Marshall Mcluhan58 Andrew Sreer 59 Lauren Sanchez, 60 David Zapolski

61 Harris 62 Chips Act Raimundo 63 oiv Newsom. 64 Arati Prab hakarm,65 Jennifer Doudna CrispR, 66 Oren Etsioni,67 Robert Reisch,68 Jim Srreyer 69 Sheika Moza

- 3/21/22 HAPPY 50th Birthday TO WORLD'S MOST SUSTAINABLE ECONOMY- ASIAN WOMEN SUPERVILLAGE

Since gaining my MA statistics Cambridge DAMTP 1973 (Corpus Christi College) my special sibject has been community building networks- these are the 6 most exciting collaboration opportunities my life has been privileged to map - the first two evolved as grassroots person to person networks before 1996 in tropical Asian places where village women had no access to electricity grids nor phones- then came mobile and solar entrepreneurial revolutions!!

COLLAB platforms of livesmatter communities to mediate public and private -poorest village mothers empowering end of poverty 5.1 5.2 5.3 5.4 5.5 5.6

4 livelihood edu for all

4.1 4.2 4.3 4.4 4.5 4.6

3 last mile health services 3.1 3,2 3.3 3.4 3.5 3.6

last mile nutrition 2.1 2.2 2.3 2.4 2.5 2,6

banking for all workers 1.1 1.2 1.3 1.4 1.5 1.6

NEWS FROM LIBRARY NORMAN MACRAE -latest publication 2021 translation into japanese biography of von neumann:

Below: neat German catalogue (about half of dad's signed works) but expensive -interesting to see how Germans selected the parts they like over time: eg omitted 1962 Consider Japan The Economist

feel free to ask if free versions are available

0 The coming entrepreneurial revolution : a survey Macrae, Norman - In: The economist 261 (1976), pp. 41-65 cited 105

7 F uture U.S. growth and leadershipMacrae, Norman - In: FutureQuest : new views of economic growth, (pp. 49-60). 1977 Check Google Scholar |

13Oh, Brazil : a survey Macrae, Norman - The Economist 272 (1979), pp. 1-22

14To let? : a study of the expedient pledge on rents included in the Conservative election manifesto in Oct., 1959 Macrae, Norman - 1960

15 Toward monetary stability : an evolutionary tale of a snake and an emu

Macrae, Norman -In: European community (1978), pp. 3-6

16 Whatever happened to British planning? Macrae, Norman - CapitalismToday, (pp. 140-148). 1971 Check Google Scholar |

18 How the EEC makes decisions MacRae, Norman - In: Readings in international business, (pp. 193-200). 1972 Check Google Scholar |

22 A longer-term perspective on international stability : thirteen propositions

Macrae, Norman; Bjøl, Erling - In: Nationaløkonomisk tidsskrift 114 (1976) 1, pp. 158-168

Full text |

23a

Homes for the people

Macrae, Norman Alastair Duncan - 1967

Check Google Scholar

25 The risen sun : Japan ; a survey by the Economist Macrae, Norman - In: The economist 223 (1967), pp. 1-32,1-29 Check full text access |

MacFarquhar, Emily; Beedham, Brian; Macrae, Norman - The Economist 265 (1977), pp. 13-42

27 FIRST: - Heresies - Russia's economy is rotten to the core. The West should concentrate on exploiting profitable opportunities to improve it, not on supporting particular politicia...

28 The Hobart century : publ. by the Institute of Economic Affairs

Macrae, Norman Alastair Duncan - 1984

Check Google Scholar

29 REINVENTING SOCIETY

Macrae, Norman - In: Economic affairs : journal of the Institute of Economic … 14 (1994) 3, pp. 38-39

30 How the EEC makes decisions

Macrae, Norman Alastair Duncan - In: The Atlantic community quarterly 8 (1970) 3, pp. 363-371 and in

How the EEC makes decisions

MacRae, Norman - In: Readings in international business, (pp. 193-200). 1972

South Africa Macrae, Norman Alastair Duncan - In: The economist 227 (1968), pp. 9-46

32 A longer-term perspective on international stability : thirteen propositions

Macrae, Norman; Bjøl, Erling - In: Nationaløkonomisk tidsskrift 114 (1976) 1, pp. 158-168

. we scots are less than 4/1000 of the worlds and 3/4 are Diaspora - immigrants in others countries. Since 2008 I have been celebrating Bangladesh Women Empowerment solutions wth NY graduates. Now I want to host love each others events in new york starting this week with hong kong-contact me if we can celebrate anoither countries winm-wins with new yorkers

mapping OTHER ECONOMIES:

50 SMALLEST ISLAND NATIONS

TWO Macroeconomies FROM SIXTH OF PEOPLE WHO ARE WHITE & war-prone

ADemocratic

Russian

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From 60%+ people =Asian Supercity (60TH YEAR OF ECONOMIST REPORTING - SEE CONSIDER JAPAN1962)

Far South - eg African, Latin Am, Australasia

Earth's other economies : Arctic, Antarctic, Dessert, Rainforest

===========

In addition to how the 5 primary sdgs1-5 are gravitated we see 6 transformation factors as most critical to sustainability of 2020-2025-2030

Xfactors to 2030 Xclimate XAI Xinfra Xyouth Wwomen Xpoor chris.macrae@yahoo.co.uk (scot currently in washington DC)- in 1984 i co-authored 2025 report with dad norman.

Asia Rising Surveys

Entrepreneurial Revolution -would endgame of one 40-year generations of applying Industrial Revolution 3,4 lead to sustainability of extinction

1972's Next 40 Years ;1976's Coming Entrepreneurial Revolution; 12 week leaders debate 1982's We're All Intrapreneurial Now

What will human race produce in 20th C Q4? - Jan 1975

(1984 book 2025 vreport on net generation 3 billion job creation) ...translated in different languages to 1993's Sweden's new vikings
1991 Survey looking forward to The End of Politicians
1996 oxford union debate- why political systems can adapt ahead of time to sustainability changes millennials will encounter
biography of von neumann in English and Japanese

The Economist had been founded in 1843" marking one of 6 exponential timeframes "Future Histores"

IN ASSOCIATION WITH ADAMSMITH.app :

we offer worldwide mapping view points from

1 2 now to 2025-30

and these viewpoints:

40 years ago -early 1980s when we first framed 2025 report;

from 1960s when 100 times more tech per decade was due to compound industrial revolutions 3,4

1945 birth of UN

1843 when the economist was founded

1760s - adam smithian 2 views : last of pre-engineering era; first 16 years of engineering ra including america's declaration of independence- in essence this meant that to 1914 continental scaling of engineeriing would be separate new world <.old world

conomistwomen.com

IF we 8 billion earthlings of the 2020s are to celebrate collaboration escapes from extinction, the knowhow of the billion asian poorest women networks will be invaluable -

in mathematically connected ways so will the stories of diaspora scots and the greatest mathematicians ever home schooled -central european jewish teens who emigrated eg Neumann , Einstein ... to USA 2nd quarter of the 20th century; it is on such diversity that entrepreneurial revolution diaries have been shaped

EconomistPOOR.com : Dad was born in the USSR in 1923 - his dad served in British Embassies. Dad's curiosity enjoyed the opposite of a standard examined education. From 11+ Norman observed results of domination of humans by mad white men - Stalin from being in British Embassy in Moscow to 1936; Hitler in Embassy of last Adriatic port used by Jews to escape Hitler. Then dad spent his last days as a teen in allied bomber command navigating airplanes stationed at modernday Myanmar. Surviving thanks to the Americas dad was in Keynes last class where he was taught that only a handful of system designers control what futures are possible. EconomistScotland.com AbedMooc.com

To help mediate such, question every world eventwith optimistic rationalism, my father's 2000 articles at The Economist interpret all sorts of future spins. After his 15th year he was permitted one signed survey a year. In the mid 1950s he had met John Von Neumann whom he become biographer to , and was the only journalist at Messina's's birth of EU. == If you only have time for one download this one page tour of COLLABorations composed by Fazle Abed and networked by billion poorest village women offers clues to sustainability from the ground up like no white ruler has ever felt or morally audited. by London Scot James Wilson. Could Queen Victoria change empire fro slavemaking to commonwealth? Some say Victoria liked the challenge James set her, others that she gave him a poison pill assignment. Thus James arrived in Calcutta 1860 with the Queens permission to charter a bank by and for Indian people. Within 9 months he died of diarrhea. 75 years later Calcutta was where the Young Fazle Abed grew up - his family accounted for some of the biggest traders. Only to be partitioned back at age 11 to his family's home region in the far north east of what had been British Raj India but was now to be ruled by Pakistan for 25 years. Age 18 Abed made the trek to Glasgow University to study naval engineering.

new york

7 Middle East & Stans
8 Med Sea
9 Africa
10 Latin Am /Carib
11 Arctic Circle
12 UN

1943 marked centenary autobio of The Economist and my teenage dad Norman prepping to be navigator allied bomber command Burma Campaign -thanks to US dad survived, finished in last class of Keynes. before starting 5 decades at The Economist; after 15 years he was allowed to sign one survey a year starting in 1962 with the scoop that Japan (Korea S, Taiwan soon hk singapore) had found development mp0de;s for all Asian to rise. Rural Keynes could end village poverty & starvation; supercity win-win trades could celebrate Neumanns gift of 100 times more tech per decade (see macrae bio of von neumann)

Since 1960 the legacy of von neumann means ever decade multiplies 100 times more micro-technology- an unprecedented time for better or worse of all earthdwellers; 2025 timelined and mapped innovation exponentials - education, health, go green etc - (opportunities threats) to celebrating sustainability generation by 2025; dad parted from earth 2010; since then 2 journals by adam smith scholars out of Glasgow where engines began in 1760- Social Business; New Economics have invited academic worlds and young graduates to question where the human race is going - after 30 business trips to wealthier parts of Asia, through 2010s I have mainly sherpa's young journalist to Bangladesh - we are filing 50 years of cases on women empowerment at these web sites AbedMOOC.com FazleAbed.com EconomistPoor.com EconomistUN.com WorldRecordjobs.com Economistwomen.com Economistyouth.com EconomistDiary.com UNsummitfuture.com - in my view how a billion asian women linked together to end extreme poverty across continental asia is the greatest and happiest miracle anyone can take notes on - please note the rest of this column does not reflect my current maps of how or where the younger half of the world need to linkin to be the first sdg generation......its more like an old scrap book

how do humans design futures?-in the 2020s decade of the sdgs – this question has never had more urgency. to be or not to be/ – ref to lessons of deming or keynes, or glasgow university alumni smith and 200 years of hi-trust economics mapmaking later fazle abed - we now know how-a man made system is defined by one goal uniting generations- a system multiplies connected peoples work and demands either accelerating progress to its goal or collapsing - sir fazle abed died dec 2020 - so who are his most active scholars climate adaptability where cop26 november will be a great chance to renuite with 260 years of adam smith and james watts purposes t end poverty-specifically we interpret sdg 1 as meaning next girl or boy born has fair chance at free happy an productive life as we seek to make any community a child is born into a thriving space to grow up between discover of new worlds in 1500 and 1945 systems got worse and worse on the goal eg processes like slavery emerged- and ultimately the world was designed around a handful of big empires and often only the most powerful men in those empires. 4 amazing human-tech systems were invented to start massive use by 1960 borlaug agriculture and related solutions every poorest village (2/3people still had no access to electricity) could action learn person to person- deming engineering whose goal was zero defects by helping workers humanize machines- this could even allowed thousands of small suppliers to be best at one part in machines assembled from all those parts) – although americans invented these solution asia most needed them and joyfully became world class at them- up to 2 billion people were helped to end poverty through sharing this knowhow- unlike consuming up things actionable knowhow multiplies value in use when it links through every community that needs it the other two technologies space and media and satellite telecoms, and digital analytic power looked promising- by 1965 alumni of moore promised to multiply 100 fold efficiency of these core tech each decade to 2030- that would be a trillion tmes moore than was needed to land on the moon in 1960s. you might think this tech could improve race to end poverty- and initially it did but by 1990 it was designed around the long term goal of making 10 men richer than 40% poorest- these men also got involved in complex vested interests so that the vast majority of politicians in brussels and dc backed the big get bigger - often they used fake media to hide what they were doing to climate and other stuff that a world trebling in population size d\ - we the 3 generations children parents grandparents have until 2030 to design new system orbits gravitated around goal 1 and navigating the un's other 17 goals do you want to help/ 8 cities we spend most time helping students exchange sustainability solutions 2018-2019 BR0 Beijing Hangzhou:

Girls world maps begin at B01 good news reporting with fazleabed.com valuetrue.com and womenuni.com

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online library of norman macrae--

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MA1 AliBaba TaoBao

Ma 2 Ali Financial

Ma10.1 DT and ODPS