1979 & Proyouth GAMES to Linkin from 1951: Ed's & A!20s most curious moments as V. Neumann's & The Economist's diarists include 1982...LLM2022STORY why we co-brand with AIgoodmedia.com.When The Economist sent dad Norman Macrae to pre-train with Von Neumann 1951 Princeton, they agreed The Economist should start up leadership Entrepreneurial Revolution surveys; what goods will humans unite wherever they first linkedin to 100 times more tech per decade? Johnny added a final twist in notes for his biography. "Unfortunately Economics is Not Mathematical. One day only AI maths can save our species

Breaking: help prep AI rehearsal Fringe UNGA Sept 2023 NY- chris.macrae@yahoo.co.uk
July Guterres choosing top20 AIHLAB.. bard says Hassabis will chair this '''''with UN tech envoy ..members include Stanford's Fei-Fei Li , Allen's Etzioni, Sinovation's Kai Fu Lee,... Gemini,,Uni2 :FFL*JOBS*DH more G : 1 2 3 4 5
..worldclassllm & Royal Family's 150 year survey: can weekly newspaper help multiply trust around worldwide human development?
0: Around WorldMaths #1 FFL in 80.. 79

Game AI : Architect Intelligence:: EconomistDiary invites you to co-create this game & apply bard.solar ; personalise your pack of 52 players cards. Whose intelligence over last 75 years most connects human advancement at every gps concerning you and yours on planet?
we offer 3 types of tours sampling rockstars on intelligence for good and welcome guest tours :Alpha Chronological began 1951 through 4 decades at The Economist; Gamma: back from future of 2020s began 1984; Beta intergeneration connectors are more recent quests; try  AI game out; we'd love to hear whose action networks inspires You and who chris.macrae@yahoo.co.uk
Alpha1 JFKennedy Neumann-Einstein-Turing Crowther; Youth visions for 1960s launched by Kennedy as great as any known to us- eg space race; peace corps, Atlantic-Pacific win-win trade; Kennedy had studied quite traditional economic gurus at Harvard (eg ); served in US Navy Pacific theatre word war 2; he discovered The Economist stories of exciting economic possibilities; these had emerged from editor Geoffrey Crowther ; his 20+ years of editing included 1943 centenary autobiography of Economist- had been a mistake to vision a newspaper helping 20 something Queen Victoria in 1843 transform to commonwealth trading from slavemaking empire; Crowther thought good news media was worth another go; he sent a rookie journalised who had survived being teen navigator allied bomber command Burma to pretrain with Neumann at Princeton year of 1951 as well as interview NY-UN year 6; Neumann explained after spending their lives mainly on the science allies needed to beat Hitler: Neumann-Einstein-Turing wanted a good legacy - digitalisation -see eg Neumann's last lecture notes delivered Yale "Computer and the Brain". There were 4 inter-generational crises the NET foresaw; sorting out energy; designing win-win economics; sorting out worldwide cooperations; everything else UN and multilaterals were being asked to resolve. Neumann trained Economist journalist in the leadership survey : "What goods will humans unite wherever they have early access to 100 times more tech per decade?"
(breakingJy10) Gamma1 Hassabis , Fei-Fei Li,, Guterres, Oren Etzioni, JYKim, Ng, Yang, Chang, Chang- There are lots of alternative Gammas but we start with 2 engineers who transformed AI from 2010 when they furst met at Stanford and discussed FFL's NSF funding of imagenet since 2006; 2 public health servants who in 2016 weren't happy with just talking 17 new UN goals and have been asking AI genii to help digital roadmap UN2 since 2016 and a Taiwanese American in Silicon Valley, a Chinese American In Taiwan and Samsung's Korean who partnered Taiwan's chip making genii; these stories have lots of personal courage as well as brilliance; any reporting errors are mine alone chris.macrae@yahoo.co.uk My family has made 100 trips to Asia from the west but still have no fluency in oriental languages so I am biassed : i believe NOW! that LLMs can connect the best cooperation intelligences ever and urgently map life critical knowhow through every global villahge
Beta 1 celebrates massive web and inter-generational  gifts of Steve Jobs Fazle Abed Mr Sudo JYKim and Mr Grant; you will probably know Jobs started 2 digital networking revolutions with 1984s Mackintosh Personal Computer and apple and 2007's iphone; at bottom of pyramid, you may not know Asia-66-percent-of%20Intelligence-for-good-part-1.docx   fazle abed linked up to 1 billion tropical Asian real housewives & entrepreneurs towards  empowering the end of poverty; and Steve hosted silicon valleys 65th birthday party for abed in 2001; they brainstormed transformative education which the pc hadn't delivered ..but could the mobile era be visioned to do so?; Mr Sudo had partnered Abed and Bangladesh villagers in "leapfrog" mobile experiments starting 1995. By 2001, as Jobs was introducing Abed to eg Stanford friends, Kim had discovered Abed's women were networking the most effective solution to rural Tuberculosis; he introduced Gates and Soros to Abed as all 4 wanted 2000s Global Fund to end TB & HIV & Malaria; at the same time Guterres had moved from Portuguese prime minister to red cross and then UN servant leader of refugees; meanwhile back in 1980 it was UNICEF's James Grant who had discovered Fazle Abed women's oral rehydration network which was saving lives of 1 in 3 infants who previously died of diarrhea in the tropics' humid villages ; Grant became worldwide marketer of how parents could mix water sugar and salts as the life saving cure of ORD; naturally James Grant College of Global Public Health has become cornerstone of all the new university cooperations Abed and Jobs started brainstorming in 2001
here we discuss why 73 years as biographers of V Neumann's future visions suggests its critical to map intelligences who got us to 2020s and today's giant co-leapers Gamma-tours; this also opens door to which intelligences at national or other place levels contribute what? - see our 60+ years of intelligences, and eg discussion of why to end extreme poverty we need one open global university of poverty
Beta2 : NB how different scope of 2020s AI is from cross-selection of web2,1 engineers of last quarter century- NB valuetrue purpose of gamifying Architect Intel : borderless engineering can help humans vision 2020's co-creation of web3 and millennials development beyond extinction. Kai Fu Lee, Ng, Melinda Gates, Koike, Lela Ibrahim, Jobs, Satoshi ,Houlin Zhao, Allen, Musk, Brin ,Page , Bezos, Ma, Zhengfei, Torvaulds, Berners Lee, Masa Son, It would be a pity if short-term nationalism stopped us 8 billion humans learning from these tireless innovative beings. Do sub in your regional counterpart. Also note what no conventional strategist saw as Intelligence possible before 2017. To clarify: start with kai fu lee- his best seller on AI in 2017 doesn't explain the ai thats changing every possibiliity of the 2020s but does it good job of AI up to 2017. He also has unique view because he was sent by google to explore china, falling ill at same time as google exiting china, writing up ai that inspired reinventing himself as both venture capitalist in the midst of asia's most extraordinary student suburb (Zhong...) and as curious observer. I see Ng, Ms Gates. Koike, Ibrahim -as civil education heroines/heroes - who are yours ? Satoshi, Zhao, Allen, Musk - gamechangers taking on conflicts that journey us all through tipping points. One day the world may decide it was a blessing that a corporate like google and a revolutionary uni like Stanford co-habited the same 100 square miles- is there any other comparable 100 square miles of brainworkers for humanity. (I love Hong Kong but thats its own story). The other 5 kept digital movements alive -they merit being valued as engineering heroes before you decide how to translate systemic components to your regions' -and mother earth's - urgent needs.

Friday, October 13, 2023

Gameboard 1 emerging from first 4 months of AIGAMES surveys of who's intelligence has most advanced humanity

 UNITING NATIONS & YOU? Nominations show that if WHY (Womens Humans & Youthful AI) is to help Guterres (and multilaterals and any place serving its peoples bests ) with gov2 roadmapping, then

 we need the verticals of personalised education to optimise lifetime spends of all ages ; and of 1001 LLM  converging cultures of 1000 mother tongues to be Intelligence decades smartest translation gateway to web3 not the most ignorant=spreading agent which diluted kindness and trust  big  platforms of web1,2

3 horizontals of Architect Intelligence: 

bottom foundation models; 

middle row: top tech ceos need to make best goodwill inter-generation leap (moonshots if you will)  with next wave of tech not just short-term most profitable-;

 top interdependence/collaboration between captals of sdg intelligence world starting with Brooklyn as demo town of practising intel across East River (Un HQ)

5.1 FFL 5.2 DH
6.1 AI2 6.2NvidiaCeo
4.1-4.3 Pichai/Brin/Page
9.1MGates 9.2 PChan 9.3Aja Wilson
1.1Fazle Abed 1.2SJobs
2.1 Jkim, 2.2BGates
8.1 Guterres 8.2
 Sheika Moxa
3.1 Yang, 3.2Ng
7. MST&T 

If we were to call Hassabis co-creation alphafold 2 central contribution to Science AI thanks to its go/pattern recognition brainpower, do you expect other breakthroughs in sciences by one core model and if so what sort of game or brain practice might it need to pre-train on? Bard replies: es, I do expect other breakthroughs in the sciences by one core model, similar to AlphaFold 2. AlphaFold 2 is a powerful example of how AI can be used to solve complex scientific problems. By training a deep learning model on a large dataset of protein structures, AlphaFold 2 can now predict the 3D structure of proteins with high accuracy. This is a significant breakthrough in the field of biology, as it allows scientists to understand how 200000 proteins work and to design new proteins with desired properties. It is estimated Hassabis has open sourced what would historically needed 1 million hours of doctorate level science work - download science-AI.docx for more on this unprecedented moonshot

AIGames - would you like to play Games of AI (Architect Intelligence) Tool up with  NET & WHY & FIG

The moves are simple enough - WHO's Intelligence Who do you see as most consistently advancing humanity since 1950, and now as exponential change accelerates around every human (8 billion) and Artificial (almost unlimited in number)

 Back in 1951 primarily 3 mathematical wizards Neumann-Einstein-Turing launched machines for brainworking. They foresaw a tremendous gamble with everyone's lifetimes, and behavioral data. About 11 billion have participated at least in part of  generational consequences of the 3Q 1950-2025 . Whilst previous machine types had increased wealth times health's life expectancy up to 200 fold for a minority, most 1950s people had not yet accessed the benefits; instead they had been trapped in  reconciling 2 world wars and fearfully spun by nuclear maths' edge of extinction
1951 Neumann gave a year of briefings out of Princeton & New York. My dad NormanMacrae.net (rookie journalist surviving role of teenage navigator allied bomber command Burma) had been sent by The Economist from London to NYPrinceton to make notes EconomistDiary.com : AI Games: Architect Intelligence He spent his life on a journalists quiz Neumann conceived for mediation across global village quarterspheres NEWSforGOOD, as well as local to global reflections on human conditioning compiled as Neumann's biography

Neumann's last concern  was neural networking language mediation -see final notes The Computer & The Brain he hade on his deathbed 5 years later, or 60 years learning curve up see Neural Network for schools produced by the likes of  Stanford HAI's Fei-Fei Li, Nvidia CEO, Melinda Gates ai-for-all.org resources : ;; Einstein's primarily education challenges gravitated around chaotic mess in science (for human examples of uncertainty principles see Einstein's dialogues of peace with Gandhi (later Attenborough family dialogues), Behavioral Dynamics with Freud, Freedom of speech Studies with black undergraduates); Turing's Trust crises looked at integration of deep data mapping including his ultimate Test of recursive qualities of different brain types!

THE WHY of AI- what do Women, Humans and Youth want Intelligence race to spend our time and data on. 

THE FIG In turn 2.0 transformational design and governance of organisations constitutions requires seeing through Foundation models, Interdependencies of Meta-Society at every GPS and Gov2.0 reconstituting transparency of organisational systems**N (ie networks not separated leadership systems). 

DEVILISH DETAILING Yes such simple actions & reactions have nano-consequences (Foot 1): Urgency now linksin 8 billion people choosing  what future worlds you, I, Segments eg Dear Black Girls and Greatest Maths folks see. Without very good  infusion of brainpower from NET WHY &, FIG the machines intelligences (now with 80 billion transistors per chip- that's 10 per human per chip) will operate blind to nature's deepest codes, and every sort of abuse of human existence will multiply all over mother earth. 

Lack of openness of intergenerational vision now will collapse all the love and goodwill families need to exist.

In centre square 5 we suggest beginning with players 5.1 Hassabis and 5.2 Fei-Rei Li- both are more humanity driven than money per se; with logic pretraining hassabis has leapt forward with science i donating the 200000 biotech protein model of alphfold2 to humanity; fei-fei lis has been in epicentre of all object vision data training and its impacts of disciplines students study; although reading text/nlp is part of visioning , so 6.1 could call on ceos of nvidia and ai2 to help with personalised learning vertical; while pichai, brin page at 4.1 could help optimise 1001 language model/mediation of web3 of; at 9.1,2 we put wests top female philanthropists MGates and Pchan noting 23-24 social launches in womens moments of lift by fei-fei li worlds i see and aja wilson der black girl. Back at 1.1,1.2 the consciousness of valley was won=ken up 2001 by steve jobs hosting abed 65 birthday wish (new universities minimising silos between female grad alumni); by 2002  2.1jykim and bill gates were needing abed's womens intel thus 2 connects vertical of gov2.0 with HAI and Guterres and Moza at space 8; continuing the bottom horizontal - yang and ng have been anchors welconing hai and stanford students from every gps; yang is also chair of the stanford board of trustees as at 7 is one of MsT&T- who is also the lead investir in neuroscience schools across usa and brooklyn's inner city justice funds and parallel basketball superstar's to melinda gates aja wilson out of LA

Gameboard current premierAI 20 whose AI might most help UN as well as all 8 billion of us humans

HAI's top 2 - In history of maths its not unusual that the scope of a huge field is best introduced by 2 people - in human AI's case Hassabis and Fei-Fei Li.. In my view their neuorscience phds connevted with Von Neumann's last specifications of brainworking which had been relatively ignored by those who guilt computers or marketed coding and applications . Equally whars fascinating is there is so much system transformation work to do if milennials are to be the first renewable generation that ai is both a 21st C literacy in demanding aiverygood is shared  AI20s.com through every community and in true brainworking expectations of 1950s needs to unite everyone if 8 billion beings are to help advance not destroy every plaace and peoples. 

The case for hassabis leading Science AI partnerships including such huge choices as google - is relatively simple to post- see this dialogue with bard 

 With over 170 partbership accelerating every year - and an apparnent passion to free every millennial who could change world with human ai - Fei-fei li is harder to updatebut start with this context in 2019 -one of the first events after formal launch of Stanfird Human_cntric AI (HAI)
(rsvp chris.nacrae@yahoo.co.uk if you see big omission)  

 2023, FeiFeiLi (now in year 15 as stanford's human ai superstar data-visioning connector and probably world #1 maths whiz;   diary booktour nov 14 la/virtual ==10 years convening largest object vision space imagenet connecting hundreds of research teams to stanforsrs starung early with hassabis; melinda gates and nvidia ceo ask ffl to edit 10 schools curricula aifir all; she goes to google cloud for 18 pinths but then returns to stanford - hai is launched so no discipline left behind in ai; wife of ai director at salesforce a company turning its core processes into LLM- see forbes;  next month sees launch of  Fei-Fei "worlds I see" in MGates wonmens (AI) Lift genre

we classify 9 win-dimensions 3 multipliers of AI : WHY, Women Human Youth; 3 system deigns FIG Foundational, Integral Gov2 (eg empowering); 3 urgent innovation edges : NET (NeuronLLM) ED3(personalised learning) T- Trust Top Tech

===========================Formatting 9 dims on one screen not that easy, here's a second look if you will bear with fellow players of AiGames




159 WAI core Abed/Jobs(HAI)MelindaGates 1/PChan/JDoudna/AjaWilson /MsT&T/ CRice..MChen (fazle abeed top 10 legacy include fintech africa reeta eoy; womens uni sheika moza; nigeria health ola brown; literacy india sunita gandhi  coding africa audrey cheng) -possibly lost links who is wangaari mathaai of 2020s and will climate adaptation africa ever come together without a collaboratir lile her (it makews no sese to me that unhabitat hq in kenya cant scale wasnaari maathai intel)

123 Health Abed JYKim Bgates MarthaChen PFarner Soros Brilliant

& Nature- 360 Yang/Ng

13795 HAI    


51379 Fei-Fei Li-HassabisHAI Core

258 Gov2.0 Kim HAI Guterres Moza

456 Top Tecg Poprioties Top Goofle Nvifia AI2 HA

349 Neumann NN language models- comourer & brain 1950s




357 JYang/Ang/HAI/Brooklyn Ms T&T

123 Foundations Model

349 1000 Language model converge culture & borderless community solutions needed wherever family building is truly valued

167 Personalised Learning & Global Id in 2001 the new uni movement of silicon valley founded with steve jobs and fazle abed around vision that universities designed round stdent debt corrupt the whole of edu and need replacing by livelihood uni - more

789 Youth borderless goodwill communities

75 years












Neumann Neural Net

349 Neumann NN language models- computer & brain 1950s

HAI Fei-Fei li Hassabis Neurscience MxT; AI2 (NLP)/ llm partnership nvidia-microsoft 



167 Peronalised Learning & Global Id









Foundation Models Morals







WHYAI replace sdg17 UN/multilateral leadership intel

Some key players q4 2023

Condoleeza Rice WHYFIG - leads hoover at stanfird; lead reviewed of worlds I see and nano-consequences for places futures 


some current searches among players of AIGames  Russ Altman, the Kenneth Fong Professor of Bioengineering, Genetics, Medicine, Biomedical Data Science and (by courtesy) Computer Science at Stanford. He is the past chairman of the Bioengineering Department at Stanford University. His primary research interests are in the application of computing and informatics technologies to problems relevant to medicine. He hosts the Stanford Engineering program The Future of Everything


  1. YAI proposition that student debt universities need to be replaced is supported by various leadership groups - those who did not complete 4 year degree as they had urgent entrepreneur opportunity (eg abed jobs gates); those who had deep life experience before university where they often set up a student union club or cloud with practical intelligence eg paul farmer and jim kim partners in health; potentially experiential superstars (sports , music, coding)- their problem is often their industry value chain is owned by elders not valuing the true heroines next generation most needs. See our model University of Stars first presented with 1000 Gandhians Delhi 2004 Ovearll 2001 new Uni movement challenged Stanford's transparency as university (as well as 21st C business park) founded to develop every CA child. For those arguing that exclusive alumni status paid back over a lifetime this argument needed countering by visioning 2 open universities millennials need most to be first renewable generation - that with intel on ending poverty anywhere; that scaling WHY Ai with deep open data on whose foundations trust in all AIGood depends..

  2. AS yet there seems to be noticeably little overlap between Human AI leaders and Nobel. Of these 4 cited by Bard Doudna and Tiriole amking very distinctive contributions- conversely I havent yet understood why deep learning work of Bengion/Hinton is preferred to others like Fei-Fei Li ..Jennifer Doudna, who won the 2020 Nobel Prize in Chemistry for her work on CRISPR-Cas9 gene editing. Doudna is now working on using CRISPR-Cas9 to develop new treatments for diseases, including neurological and psychiatric disorders.
    Yoshua Bengio, who won the 2018 Nobel Prize in Physics for his work on artificial intelligence. Bengio is now working on developing AI systems that are more human-like in their ability to learn and understand the world.
    Geoffrey Hinton, who won the 2018 Nobel Prize in Physics for his work on artificial intelligence. Hinton is now working on developing AI systems that are more efficient and less energy-intensive.
    Jean Tirole, who won the 2014 Nobel Prize in Economic Sciences for his work on industrial organization. Tirole is now working on developing AI systems that are more fair and equitable.