AI5.0 since 2022, best AI = scaling exponential purpose of partners in what analyses with billion times smarter mathematician than individual human brains. If you dont know what best ai is scaling, being ordered by classical economists can't save you... why not an ai mooc on every university's home page?-
previously AI meant 4 different things up to 2018; , from 2012, at 2009, at 2002

100000$ student debt universities are now total waste of education system time of students and teachers.

Agentic AI stories 1 Billion times greater maths brain & 10**18 More Tech...There isn't a skill known to universities which is not being changed by Agentic AI and human impacts:Reasoning, celebrating Data Sovereignty and how world class cities through next 10 years deploy digital twins to capitalise on opportunities of driverless cars and humanoids

IN 1983 we founded 2025Report genre around hypothesis agentic ai would arrive by 2025 and would make millennials generations best of time provided transformation in how education systems spend time of both teachers and students. Today's western 100000k 4 year student debt liability if it has prevented you from understanding engineering  and deep social action triads like those shown including those changing so intel fast today that you'd be better off parsing latest contributions of eg Huang Hassabis and Musk (aka builders of billion times more maths brain power) than other curricula

Agentic AI stories of Billion times greater maths brain. & 10**18 More Tech.
***Huang*Hassabis*Musk Billion Times Greater Maths Brain
***Neumann*Einstein*Turing

Computer&Brain*1905 Natures Deep Maths*Coding deep data
Huang*Yang*Tsai
Doudna*Su*Koller
Lecun*FFLei*Bloomberg
Macron*Mensch*Lecun
W0 SJobs*FAbed*MYunus
upd 9/25 Ai Global Health RoyalSTropical
JFKennedy*UKRoyals*JapanRoyals Sovereignty AI..

Japan Emperor*Softbank*Sony
1 Modi*Ambani*Singh
H Li*Guo*Chang
LK Yew*LK Shing*H Li
Borlaug*Deming*McLean
( China)
.
AP July 2025, Jensen Huang: 1730 It is vital that everyone engages AI right away. Every adult, every working person, not working person, every child should address and engage AI right away. And the reason for that is because AI is the greatest equalization equalizing force. It is the first time in history that a technology as incredible as artificial intelligence is useful for someone who knows how to program software, no historical experience of how to use a computer. This is the very first time in history that all of a sudden that computer is easy to use. If you don't know how to use AI, just open up the website, go to Chad GPT, go to Gemini Pro - just ask a simple question. . And you could even say, "I have no idea how to use AI. Can you teach me how to use AI?" And if you don't know how to type, hit the microphone button and speak to us.. And if you don't understand English, you can speak whatever language you like. It is an extraordinary thing. And I also think it's incredible that if the AI doesn't know that language, you tell the AI go learn that language, right? And so so I think everybody needs to to engage AI. It is the greatest equalization um uh equalization force that we have ever known and it's going to empower.. it's going to enable... it's going to lift society of all you know everywhere.upd Jy 2025'1    CISCE, Beijing

sep 24.1   oct24.1  nov24.1  dec24.1    Ja 25.1  2   mar 25.1  may 0 25.1     3  jn25.1   2   3
Family Huang 2009 whose first  100 engineering partners linking Nvidia, Silicon Valley West Coast and Taiwan East coast - gave stanford engineering AI's Deep Learning Lab core of stanford worldwide Science and Engineering Quadrangle.

30 day stack recall to May 13 : axios health, payments, press; 555 india summit, womens intel, lisa su, science diplomacy summit; ITIF critical meds. merci beaucoup Yann Lecun!!.. TOkens: see your lifetime's intelligence today
nvidia Physical A1 -Robots
.
Will Jen-Hsun's GTC26 big reveal be a superagent AI tutor k-12 whom we can all CC in email?
By 1987 Taiwan's 20 million people have inspired intelligence of all billion humans - special thanks to Godfather of Taiwan Tech: Li & ... Guo, Chang, Huang, Yang, Tsai and millennial taiwanese - see eg podcast straitforward or Taiwan Digital Diplomacy net.
I0 India generics Yusuf Hamied (Cipla) i.
If you know this- please help others. If you don't know this please ask for help2002-2020 saw pattern recognition tools such as used by medical surgeons improve 1000-fold. From 2020, all sorts of Human Intellligence (HI) tools improved 4-fold a year - that's 1000 fold in 5 years. Problem HI1 if you get too atached to 2020's tool, a kid who starts with 2025 smartest tool may soon leap ahead of you. Problem HI2: its no longer university/institution you are alumni of, but which super-engineers (playing our AI game of whose intel tools you most need to celebrate. Problem HI3- revise your view of what you want from whom you celebrate and the media that makes people famous overnight. Indeed, is it even a great idea (for some places) to spend half a billion dolars selecting each top public servant. HI challenges do not just relate to millennials generative brainpower We can map intergeneration cases since 1950s when 3 supergenii (Neumann Einstein Turing) suddenly died within years of each other (due to natural cause, cancer, suicide). Their discoveries changed everything. HIClue 1 please stop making superengineers and super energy innovators NATIONS' most hated and wanted of people
welcome to von Neumann hall of fame- based on notes from 1951 diaries-who's advancing human intel have we missed? chris.macrae@yahoo.co.uk
new stimuli to our brains in April - AI NIST publishes full diary of conflicting systems orders its received (from public servants) on ai - meanwhile good engineers left col ...March 2025: Thks Jensen Huang 17th year sharing AI quests (2 video cases left) now 6 million full stack cuda co-workers
TOkens:help see yourlifetime's


nvidia Physical A1 -Robots
More Newton Collab.&& Foxconn Digital Twin
NET :: KCharles :: Morita : : Borlaug :: Deming Moore
Abed: Yew :: Guo:: JGrant
ADoerr :: Jobs:: Dell .. Ka-shing
Lecun :: L1 L2 :: Chang :: Nilekani :: Singh
Huang . : 1 : Yang : Tsai : Bezos
21stC Bloomberg ::Daniels
Satoshi :: Hassabis : Fei-fei Li
Shum : : Ibrahim : CTandon
Ambani : Modi :: MGates : PChan : Kariko :: Francia
Oxman (&EB) ::: HFry:: Yosuke
Musk & Wenfeng :: Mensch..
March 2025:Grok 3 has kindly volunterered to assist younger half of world seek INTELLIGENCE good news of month :from Paris ai summit and gtc2025 changed the vision of AI.
At NVIDIA’s GTC 2025 (March 18-21, San Jose, nvidianews.nvidia.com), Yann LeCun dropped a gem: LLaMA 3—Meta’s open-source LLM—emerged from a small Paris FAIR (Fundamental AI Research) team, outpacing Meta’s resource-heavy LLM bets. LeCun, speaking March 19 (X @MaceNewsMacro)

IT came out of nowhere,” beating GPT-4o in benchmarks (post:0, July 23, 2024). This lean, local win thrilled the younger crowd—renewable generation vibes—since LLaMA 3’s 405B model (July 2024, huggingface.co) is free for all, from Mumbai coders to Nairobi startups.

Good News: Indian youth grabbed it—Ambani praised Zuckerberg at Mumbai (October 24, 2024, gadgets360.com) for “democratizing AI.” Modi’s “import intelligence” mantra (2024, itvoice.in) synced, with LLaMA 3 fueling Hindi LLMs (gadgets360.com). LeCun’s 30-year neural net legacy (NYU, 1987-) bridged Paris to India—deep learning’s next leap, compute-cheap and youth-led. old top page :...
2:: Agri AI
..

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Monday, December 31, 2007

East Coast Beacon of Good Sense

 While US West Coast and Pacific peoples have celebrated 10**12 times more tech choosing to code pixels unleashing 21st c medical solutions and machine learning 5 human senses before giving robots autonomous charge of public spaces (Jensen Hiang with Taiwan's million times more computing for deep learning datasets, and Steve Jobs Mobile Cloud alumni linked to 1G-5G, The 2000s was a dismal decade for much of East Coast USA and its influence particularly on Atlantic people: 9/11; wars that caused failed nations around med sea, gulf, and EU borders, subprime. Here's normans macrae's last article xmas 2008 before cancer overtook him on the risks that elders would fail to invest in milennails just as youth's intelligences uniting trust flows  worldwide became doable if best engineers ogf inteligence linkedin

3 cheers for Bloomberg, Daniels and the millennials composing Amerian 21st C number 1 research university including medica digital twin with any future supercity

Fortunately Bloomberg not only kept operations leadership above water as East Coast spent trillins on wars and housing scams beyond the attention span of non-diligent academic numbers professions (packaged by NY rating agencies): redesigning new york as a people friendly city, making his money through business media designed to internet timelines but he started giving back in 2 main ways 

2007 bloomberg.org started- uniting suoercities around the world through clubs of mayors and what Grok3 now calls Safety Road of things : data the way people see the joy of their city's livability blossoming; helping design the 21st c relevance of his alma mater Johns Hopkins where Rob Daniels from 2009 took on the challenge of maintaining Hopkins as us largest research university : celbrating 3 critical millennilals networks in one: health servants, engineers, and SAIS -70 countries update annually their future diplomats and collaboration language modellers

https://president.jhu.edu/profiles/ronald-j-daniels/

see Daniels Biography from which we pick these multiplying highlights

Daniels has focused his efforts on several key areas: strengthening inter-disciplinary collaboration in research and education, enhancing student access, deepening engagement with the city of Baltimore, and supporting economic and social innovation. These priorities are embedded in the university’s first comprehensive strategic planning document—the Ten by Twenty—and the $6 billion Rising to the Challenge campaign and continue to shape the direction of Johns Hopkins as it approaches its 150th anniversary.

Daniels’ focus on interdisciplinary collaboration has produced a series of transformative initiatives aimed at addressing some of society’s most commanding challenges, from realizing the promise of precision medicine to addressing the threats facing democracy in the 21st century. With support from alumnus Michael Bloomberg, Daniels launched the Bloomberg Distinguished Professors program that has recruited 50 scholars from across the globe to hold joint appointments in two or more divisions of the university. Daniels also has led the creation of ambitious, multidisciplinary initiatives such as the Stavros Niarchos Foundation Agora Institute, which aims to strengthen civic engagement and encourage robust dialogue among all citizens; the Henry A. Kissinger Center for Global Affairs; the William H. Miller Department of Philosophy; the Kavli Neuroscience Discovery Institute; the Bloomberg American Health Initiative; and the Ralph S. O’Connor Sustainable Energy Institute.

=================

In 2023 Bloomberg helped Daniels and Saia students celebrate return to real community dialgues; the ole newseum at 555 Penn Avenue was turned into a capus for dialogues between SAIS 70 nations of graduates; Baltimore practice disciplines (a few mimutes walk from the capitol - which of first 100 events do you valuie most - as a statisticain I was lucky that the 2nd event I attended celebrated the 10 th year of the Data Act- which gives mayors rights to structring Federl Data; 

Here's our v=review of 4 of the most exciting intellihence netwirks Sais students have helped seed in 24-25- can these be twinned with Jensen Huangs superagents?



sdg7 solar - more broadly all energy futures - some nvidia videos

 AI for Science, Energy and Security (Special Remarks by DOE Secretary Granholm) [SDC1080]

, Director of the Energy Program, Bipartisan Policy Center

,    1    2 Senior Manager for Government Affairs, NVIDIA

, Director of Michigan Institute for Computational Discovery and Engineering (MICDE), University of Michigan

, Director, Office of Critical and Emerging Technologies, Department of Energy

, Secretary, U.S. Department of Energy

Artificial intelligence (AI) is transforming scientific discovery, economic growth, and national security, and with increased investment and strategic planning, the U.S. government can lead the way in developing safe and trustworthy AI for...
Industry Segment: Public Sector, Government / National Labs

breaking 2024- Sept 4 - National Leader Yunus last? & deepest meeting in NY

Chris Macrae MA DAMTP Cantab
Status is onlinChris Macrae MA DAMTP Cantab 

Calling all friends of goal 5 Women Lift Up Half the Sky: Hi do you have anyone in new york around sept 25?- Dr Yunus will be at ny/un for 4-5 days https://en.prothomalo.com/bangladesh/w58r7ogtsk EconomistDIARY.com/2007 starting xmas 2007 -as well as our 50k facebook group https://www.facebook.com/groups/drmuhammadyunusfanclub dad, mostofa and i have studied fans of bangladesh's 2 national womens' intelligence builders Fazle Abed & Yunus; sampling 2000 books, 10000 dvds, , 8000 journals   edited by adam smith scholars  example we know yunus celebrated Mandela's 91st birthday (the speech he gave 17 July 2009 in s africa) as part of elders group and celebrating youth and sport; -sidelined by national politics for 14 years, changing the olympics became yunus main youth-valuation map until a month ago he was appointed after 14 year hiatus to redesign bangladesh governance in 90 days; so his new york visit could be called his most urgent international visit ever; mostofa will likely speak to yunus number 2 in the gov offices in dhaka early next week ; wonder if there are any questions from Gracia Marcel or anyone; perhaps i shoudnt say this but bangla 2.0 can also be a model for un2.0 (begun at un meet i attended 2016) this still hasnt fully united geneva tech (ITU since 1865, electricity 1880s?, Einstein 1920) with whatever NY does to world - THANKS chris.macrae@yahoo.co.uk www.ai20s.com --wash DC --some "moore journeys:"---back in london 2008 dad Norman Neumann biographer a ww2 navigator allied campaign burma, and yunus agreed Bangladesh's deepest crisis is being blocked from china trade routes by myanmar- one of king charles main advisers in robotics and his AI Turing world series summits is Wendy Tan White https://www.google.com/search?q=%22wendy+tan+white%22&oq=%22wendy+tan+white%22&gs_lcrp=EgZjaHJvbWUyBggAEEUYOdIBCDkyODFqMGo0qAIIsAIB&sourceid=chrome&ie=UTF-8 (whose immigrant family is from Myanmar) whilst Wendy is google's lead ceo in autonomous engines) so lot of dots to connect     sdg6 alabaster UNhabitat Geneva; Sim Singapore & world toilet day UN; Hancock DC tv of biggest water/nature solutions .... Lim first robot envoy UN now HK's www.beingai.com ....

Wednesday, May 9, 2007

Road of Things - Bloomberg AI20s Decade Replaces Internet of Things Era

 Grok3 in past chats you and my associates (ED, AI20s) estabiished that Road of Things is how data is coded by civil engineers, citizens (as they live/move every day) all rebuild liveable cities. esp sdg2 nutrition for all, health for all, livelihood ed for all, family/women safety (home work & play)

 While people like musk capture that with autonomous cars and eventually all mobile autonomous robots- bloomberg.org assocaites capture deep learning data (maps)  by sharing new york intellugence since 2007 with 45 cities - the (thats why we called the peoples way of mapping intelligence cities - road of things) Do you recall this? If so which of cities of  Leo 14 new cardinals match 15 countries' cities  that bloomberg nets have most connected intelligence with since 2007? and if there are Twin ai or Personal Agenvcy issues by city what are they?. eg i know that peru lima was world bank jim kim's number 1 parctice city at partners in health for ending tuberculosis which he did for at least 10 years before being world bank leader 2012-9. indeed because of this the first world bank summit he hosted outside dc was in lia. Farmer and kim designed partners in health and so all youth amvassador networks around paulo freire (paulo freire is latin frnaciscan culture married with intelligence of expereiential learning ) 

Over time deep bottom up data collection platform  is road safety -eg spring 2025 saw 150 nations celebrate this learning at UN summit Morocco with Hopkins Global Health giving main practicums followed up by world bank 22md? transporation transformation summitb in DC

Saturday, December 31, 2005

sdg5 women empowered places

Which of these 20+ Womewn Intelligences do you linkin? Mrs Nurjahan Begum, Sheika Moza, Anne Doerr, Condi Rice, Mrs Steve Jobs, Melinda Gates, Mrs Jerry Yang, Mrs David Filo, Ms Reeta Roy, Ms Daphne Koller, Ms Jennifer Doudna, Ms Lila Ibrahim Mrs Huang, Fei-Fei Li, Mrs Tsai, Mrs Wendy Tan White, Mrs Priscilla Chan Ms BJ King, Ms Alyson Felix, Ms Leveccky, Ms Aja Wilson Ms Naomi Osaka 

Statistically it is highly likely there world be less wars (violence, and other bad stuff) if women enjoyed as much power (investent decision making etc) as men

Anyway it has now been dominstrated over half a century that the greatest economic challenge - development of very poorest in 1970 - has solutions entrepreurially achieved across much of continental asia. This began with the redevelopment of Japan -the most advanced engineering place which also fully committed to America's plan in accepting defeat 1945- see this bio of emperor hirohito; in the 1950s Japan appliued primarily 2 intellihence systems from Amerucan crop science from Borlaug, quality engineering from deming. Crop science was an immediate win-win wherever it was open sourced. This chart (happiest in the world according to the economist) shows that small farm holders u=in japan could be 10 or even 50 times more productive with rice (main local solution of end starvation) than poorest asian nations.

What had happebed (verified by JFK Kennedy 1962) is the engieering inteligence and shipping trade (eg containerisation) was what Korea S, Taiwan, Hong Kong Singapore needed to develop . By 1970 the question was what was needed to extend this across continent asia. See review of proigress The Economist: half of peiople East of Iran.

However while these positive maps provided clues, there were other challenges to solve in the tropics an inland where life expectabcy was in the low 40s becuase most infants died of challenges like diarrhea which is a killer disease in humid places without acceess to clean water.


3 men coordinated open inteligence that 1) helped raise life expectanch from low 40s to 60s (which is an essential advance for women to incvest in livelihoods not just cultures of family rearing):

former regional ceo Royal Dutch Shell Fazle Abed

A reforemd macroeconomics profesoor Muhammay Yunus

James Grant head of UNICEF for almost 2 decades whose faimly had been missionaries in China

There solutiuons are simple to catalogur - abour=t 40 businesses that vilage motherds could franchise, and achieve positive csh flow however small- perhaps growing rice for 250 local people (a businees which at its peak had millions of franchisees)

perhaps door to door weekly supply of most basic medicines and health aids which bran became whosaler tro bangladesh vilage women of

The solutionns Bangladesh peonered were swapped with sometime more sadvanced solutions chinese villagers progressed (through to early 1990s there were over half a billion villagers without access to electricity in china compared with about 100 million in bangladesh0. China gained from 2 extraordinary things:

businesses hadnt been alowed to be owned by people in china until 1976 when it was decided 2 kinds if non state businesses ciuykd begin: poorest vilagers; inward investrors amoings diaspora chinese

the other remarkablt thing- the chinese committed to 1 child policy- this had 2 extrordinary dynamics women now had time to do productive things other than rear children; half of all failies depended on 20 somthing women (the education leaps made each decade meant that across china it was understood that 20 year olds by the 190s were smarter than 45 yrars oilds were smarter than 709 year olds.

=======================

what happebned uin 2001 is amazing; mr and mrs steve jobs hosted a celebration of fazle abed to understand intel women vilagers had grassoot netwoeked over 30 years and co-create fazle abed's wish for millenials and mobile design- this became Steve Jobs last decade of innovation and Abed' wish to the valley was to see as man female enginbeering professors edge intelligebce as men ; these 20 Valley=y linked women are proof of concept; of course there are many more but female deep learning maps criss-crs=oses aroungd these women; moreove 24-25 is a crucial year for

Banglsdesh see 75 day roadmap of Bangla 2.0 Muhammad Yunus has been asked to co-pilot

the un is in its 10th yesr of connectio=ng AIforgood with gov2.0 - in terms of edgiest solutions the llm un needs fir sdg ai will be able to learn from Bangla llm can inform the AI world series summut that up to 30 NAIRRS are reviewing- next stop King Charles and Macron relay Paris 2025 which is also where Yunus has been helping redesign olympics since 2012 so that younger half of world own more of celebriuty vale chains (dashions arts soirts) which they 90% produce

 

 

Some questions to Parisians - is there a mayors and citizens group we can all join so that the best of Paris comes to LA and Milan and everywhere. I noted the 3 days before the Olympics starred Muhammad Yunus on sports mediating community goals between business, society and generating future trust. Yunis has gone home to one of the most difficult "new jobs" in the world - gov2.0 future of women empowerment and of Bangladesh as nation with nearly 200 million mouths to feed . I'd love to post any intelligent twin solutions at www.unsummitfuture.com - across the Atlantic we've entered last 40 days on what futures are left to millennials to generate with UN. According to https://lnkd.in/eVfmxWwD France started to change Yunus world of social business when HEC and Danone's Riboud & Faber celebrated each others visions ... https://lnkd.in/eTKZJsnC https://lnkd.in/e4-VBKYK