chris macrae's Discussions

US AI unlikely to lead on hospital affordability and

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Dont let politicians fool you search around the world for who's ai is leaping ahead on what - while the us will lead on many tech opportunities note : Is india ai clinic -gims hospital - gamechanger…Continue

Codeai

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some codes for trusted ai industrial revoltion 4 currently 4 XGAMES 5…Continue

AIWHI

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linkedin group aiwhi discusses who most purposeful partners where of converging all of jensens 4th industrial…Continue

europe

Started this discussion. Last reply by chris macrae on Sunday. 1 Reply

Has quantum made Nvidia Europe partners in factory revolution even greater opportunities in next 5 yeras than Asian advanced manufacturing corcles of eg  tsmg and foxconnDassault Systèmes Unveils a…Continue

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US AI unlikely to lead on hospital affordabiloity and

Dont let politicians fool you search around the world for who's ai is leaping ahead on what - while the us will lead on many tech opportunities note : Is india ai clinic -gims hospital - gamechanger replicable to other rural health contextsSearching the web27 resultsYes, the India AI Clinic at GIMS (Government Institute of Medical Sciences) in Greater Noida—inaugurated on January 3, 2026, as India's first government hospital-based AI clinic—is a potentially highly replicable model for rural and…See More
yesterday
chris macrae replied to chris macrae's discussion AIQ
"Qwen AI models Qwen AI models are a family of large language models (LLMs) developed by Alibaba Cloud (under the Tongyi Qianwen initiative). Launched in 2023, Qwen has rapidly become one of the most influential open-source LLM series globally,…"
yesterday
chris macrae replied to chris macrae's discussion AIQ
"DeepSeek AI, a Chinese startup founded in 2023, has gained significant attention for its breakthroughs in developing highly efficient large language models (LLMs) that rival top U.S. offerings like OpenAI's GPT-4 or Google's Gemini, but at…"
yesterday
chris macrae replied to chris macrae's discussion AIQ
"Grok says; Yes, you are largely correct about the origins of the "full stack 5-layer AI" model, with some important nuances based on public records and timelines as of February 16, 2026. I'll break this down step by step, including…"
yesterday
chris macrae replied to chris macrae's discussion AIQ
"o we know first source of full stack 5 layer ai : energy & critical minerals<>superrchips<>ai sovereignty -infrastructure platforms<>ai models<>community action apps. Whilst i first heard of this in december presented by…"
yesterday
chris macrae replied to chris macrae's discussion AIQ
"his is a sophisticated critique of what happens when geopolitical friction severs the mathematical continuity of global systems. From the perspective of an "Engineering Architect" like Ackoff or Fuller, the breakdown of cooperation between…"
yesterday
chris macrae replied to chris macrae's discussion AIQ
"You have pinpointed the exact "epistemic rot" that occurs when systems thinking is divorced from the rigor of engineering and mathematics. By moving from the Hard Systems (Deming, Ackoff, Fuller) to the Soft Systems (Senge, Scharmer), the…"
yesterday
chris macrae replied to chris macrae's discussion AIQ
"It sounds like you are looking for intellectual heavyweights—thinkers who possess both the systemic rigor of Russell Ackoff and the cosmic, engineering-first optimism of Buckminster Fuller. You’ve hit on a vital tension: as change…"
yesterday
chris macrae replied to chris macrae's discussion AIQ
"hese are results for I am interested in what happens if humans get trapped in broken systems even as chnage accelerates - today do we still have any transparent genii of the sorth that ackoff and perhaps buckminster fuller were? Have…"
yesterday
chris macrae replied to chris macrae's discussion AIQ
"Would you like to explore how these world models are specifically being used to train autonomous robots or self-driving cars? Genie 3: A new frontier for world models Aug 5, 2025 — Genie 3: A new frontier for world models…"
Monday
chris macrae replied to chris macrae's discussion AIQ
"Some ai world modellers deliberaley work in areas llm does not . its an area to clarify ... Leading companies in  AI World Models (or world simulators) are pivoting from simple video generation toward systems that internalize 3D…"
Monday
chris macrae posted discussions
Sunday
chris macrae replied to chris macrae's discussion europe
"The Verdict Taiwan and Asia have built the most impressive industrial machine in human history. But Europe is building the scientific simulator that will tell that machine what to do next. Jensen Huang needs both: he needs TSMC…"
Sunday
chris macrae posted discussions
Friday
chris macrae's discussion was featured

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indiasovai26-1.docx India hosts 4th ai world series summit - first focusing layer 5 community action apsfuture's archives- AIQ (intelligenceQuestion) which system designers exponentially lock in next generation's possibilities? from 1951 Economist  (after consulting…See More
Feb 9
chris macrae posted a discussion

archives

indiasovai26-1.docx India hosts 4th ai world series summit - first focusing layer 5 community action apsfuture's archives- AIQ (intelligenceQuestion) which system designers exponentially lock in next generation's possibilities? from 1951 Economist  (after consulting…See More
Feb 9

Chris macrae's Blog

Mapping Hi-Trust Human Networks

Posted on May 14, 2018 at 8:14am 0 Comments

For a few yeras after world war 2 , keynes students studiued systemn design gravitated around 2 sustainabilitty goals

end poverty

improve livelihoods of youth out of every community (eg chnage education faster than you spend more more on communications or technolgies)

examples stident norman had survived world war 2 spending his last days as teenager navigating airplanes over modernday myanmar and bangladesh- keynes arranged for him to marry the daughter of the bombay…

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WHAT's DATA SOVEREIGNTY & WHAT CAN INTELLIGENCE DO? Today engineers can help peoples of any place be comparatively best at what their place on earth offers to generate. For example beautiful island might wam to be a toursist destination but overtime it (eg Galapagos) might want to develop intergenerational friendships so its teenagers can connect goodwill around the world as well as any skills eg medical or green energy the island most urgently need. Generations ago, Singapore did something different; its 6 million person poluation saw itself as at the cross-seas of world's first superport. It also gave back to region asean encouraging celebration of every peoples cultures and arts. It has aimed to be the 21st C most intelligent isle- where education is transformed by every 2nd grade teacher being as curious about what will ai do over the next 5 years as anyone else. Taiwan, addmitedly a 20 million person island, chose 1987 to become world number 1 as chip design changed to maximise customer requirements instead of the moores law era where at most one new chip a year would be designed in line with Intel's 3 decades of promising 100 times more capacity every decade.

In 2025, the vibrant aAInations index is one way of looking at where is place being led to maximise its peoples intelligence opportunities for evryone to win-win (network entreprenurially)

Happy 2025- free offer first quarter of 2025 - ask us any positive question about von neumann's purpose of intelligence/brainworking - by April we hope there will be a smart agent of neumann! - chris.macrae@yahoo.co.uk

Maths-Lab-Crisis.docx

Joun in perplexity chats 

Does AI have name for terrifying ignorance rsks eg Los Angeles failed insurance sharing

In these days of LLM modeling, is there one integral one for multilateral systems reponsibilities

Is Ethiopia's new secirity model an Africawide benchmark

can you hlep map womens deepest  intel nets

what can you tell us about ...


thanks to JvN

2025report.com aims to celebrate first 75 years that followers of Adam Smith , Commonwealth begun by Queen Victoria, James Wilson and dozens of Royal Societies, Keynes saw from being briefed 1951 by NET (Neumann Einstein Turing). Please contacts us if you have a positive contribution - we will log these at www.economistdiary.com/1976 www.economistdiary.com/2001 and www.economistdiary.com/2023 (admittedly a preview!!)

First a summary of what the NET asked to be meidiated to integrate trust during what they foresaw as a chaotic period.

Roughly they foresaw population growth quadrupling from 2 billion to 8 billion

They were most concerned that some people would access million times moore tech by 1995 another million times moore by 2015 another million times moore by 2025. Would those with such access unite good for all. If we go back to 1760s first decade that scots invented engines around Glash=gow University James Wat and diarist Adam Smith we can note this happened just over a quarter of millennium into age of empire. WE welcome corrections be this age appears to have been a hectic race between Portugal, Spain, France Britain Netherlands as probbly the first 5 to set the system pattern. I still dont understand was it ineviatble when say the Porttuguese king bet his nations shirt on navigation that this would involve agressive trades with guns forcing the terms of trade and colonisation often being a 2nd step and then a 3rd steb being taking slaves to do the work of building on a newly conquered land. I put this way because the NET were clear almost every place in 1951 needed to complete both independence and then interdependence of above zero sum trading games. Whils traidning things runs into zero sums (eg when there is overall scarcity) life critical knowhow or apps can multiplu=y value in use. Thats was a defining value in meidting how the neyt's new engineering was mapped. Of course this problem was from 1945 occuring in a world where war had typiclly done of the following to your place:

your capital cities had been flattened by bombing - necessitating architecture rebuild as well as perhaps an all chnage in land ownership

your peoples had gone through up to 6 years of barbaric occupation -how would this be mediated (public served) particularly if you were a nation moving from radio to television

yiu mifgt eb britain have been on winning side but if huge debt to arms you had bought

primarily you might be usa now expected by most outside USSR to lead every advance'

in population terms you might be inland rural (more than half of humans) where you had much the least knowledge on what had hapened because you had been left out of the era of connecting electricity and communications grids

The NETts overall summary : beware experts in energy will be the most hated but wanted by national leaders; and then far greater will be exponential risk is the most brilliant of connectors of our new engines will become even more hated and wanted. We should remember that the NET did not begin with lets design computers. They began with Einstein's 1905 publications; newtonian science is at the deepest limits systemically wrong for living with nature's rules.

WE can thrash through more understanding of how the NET mapped the challenges from 1951 at http://neumann.ning.com/ Unfortunatnely nobody knew that within 6 years of going massively public in 1951 with their new engineering visions, all of the net would be dead. One of the most amzaing documents I have ever seen is the last month's diary of von neumann roughly October 1955 before he became bedridden with cancer. All over usa engineering projects were receiving his last genius inputs. And yet more amazing for those interested in intelligence machines is his last curriculum the computer and the brain scribbled from his bedroom in bethesda and presented posthumously by his 2nd wife Klara at Yale 1957 before she took her own life about a year later. A great loss because while neumann had architected computers she had arguably been the chief coder. Just to be clear Turing also left behind a chief coder Jane who continued to work for Britain's defence planning at cheltenham for a couple of decades. Economistwomen.com  I like to believe that the founders of brainworking machines foresaw not only that women coders would be as produytive as men but that they would linking sustainability from bottom up of every community. At least that is a valid way of looking at how primarily 1billion asian women batted the systemic poverty of being disconnected from the outside world even as coastal places leapt ahead with in some cases (G Silicon Valley, whatever you call Japan-Korea south-Taiwan-HK-Singapore access to all of 10**18 times moore

Epoch changing Guides

1 AI Training AI Training.docx

 2 Exploring cultural weaknesss of encounters with greatest brain tool.docx

.2016-23.pptx

help assemble 100000 millennials summitfuture.com and GAMES of  worldrecordjobs.com card pack 1 i lets leap froward from cop26 glasgow nov 2021 - 260th year of machines and humans started up by smith and watt- chris.macrae@yahoo.co.uk-

WE APPROACH 65th year of  Neumann's tech legacy - 100 times more tech decade - which some people call Industrial Rev 4 or Arttificial Intel blending with humans; co-author 2025report.com, networker foundation of The Economist's Norman Macrae -

my father The Economist's norman macrae was privileged to meet von neumann- his legacy of 100 times more tech per decade informed much of dad's dialogues with world leaders at The Economist - in active retirement dad's first project to be von neumanns official biographer - english edition ; recently published japanese edition - queries welcomed; in 1984 i co-authored 2025report.com - this was celebrating 12 th year that dad( from 1972, also year silicon valley was born) argued for entrepreneurial revolution (ie humanity to be sustainable would need to value on sme networks not big corporate nor big gov); final edition of 2025report is being updated - 1984's timelines foresaw need to prep for fall of brlin wall within a few months; purspoes of the 5 primary sdg markets were seen to be pivotal as they blended real and digital - ie efinance e-agri e-health e-learning and 100%lives matter community; the report charged public broadcasters starting with BBC with most vital challenge- by year 2000 ensure billions of people were debating man's biggest risk as discrepancy in incomes and expectations of rich & poor nations; mediated at the right time everyone could linkin ideas as first main use of digital webs--- the failure to do this has led to fake media, failures to encourage younger half of the world to maxinise borderless friendships and sdg collabs - see eg economistwomen.com abedmooc.com teachforsdgs.com ecop26.com as 2020s becomes last chance for youth to be teh sustainability generation


 

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