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   2   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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Sunday, January 8, 2023

 Dear Sampson http://www.nexteinstein.org so wonderful to meet you and Lidia Hakizimana at national press club during science week while Biden entertained African leaders 



I'd like to rehearse some possible conversation topics of why youth's half of world needs to celebrate goats of maths 2020s if there is to be an sdg generation and if africa in particular is to live up to all  youth's and nature's potential

Flatiron 2023 Coop Leaps zoom open 9am to midday Ny time


Of course you may have your own fav way to introduce this by zoom jan 18 -or please connect sub-clusters where people can advance actions way beyond my 71 year old ability 

but here are some issues I believe john friends and I have been wondering about for many years now as ny crossroads to big finance UN sdgs, Geneva's media tech since 1865! aka ITU, media agencies education's future as well as 100 times more tech per decade (the survey von neumann asked my dad to start when they were both in ny 1951) http://neumann.ning.com 



what would first maths dao or maths teachers NFT look like? Is at as simple as listing 100 most magical maths wizards of all time and pointing to today's best coach of what those wizards discovered - of course "best" introduces wave of Digital Cooperation questions of at what grade and with what pay so that coach isnt wasted but also maths from k to 40 is redesigned - america is about 25th in teaching maths (me not great fan of Pisa but) so in my opinion (especially after what happened at brookings this week) US unlikely produce any next einsteins for sdgs  before 2030 - certainly not the systemic way von neumann and his most cooperative peers schooled that dad and I have studied in detail in our von neumann biography


Perhaps more urgent are questions like those below unless someone whose made a fortune from maths wants to help launch mathsdao or integrate it as eg 100 seats of the overall ed3 revolution dao http://www.ed3dao.com - Ms Saraf the founder of this wonderful dao has already proved a campus is a disadvantage if 18 year olds up want to train in very specific edge for helping their generation -see unconference nov 2022

 LEAP Q Cooperation NOW!

What is role of maths:

Africa 2040-2030?-next 7 years web3 designed

Un tech envoy and science




Digital coop and cooperation every way to be lifelong student-teacher if had personal dashboard, personal trainer back from 3 billion new jobs green community tech
Crises of tech envoy & gov 2.0
is CODES  everything maths - especially chaos maths - bottom up adaptation community cooperations - does deep learning exist without both deep and inter-silos database

Aiggood is all tech change of web3 – what can design web 3 to end hatred etc of web2,1 -eg good ops of feminised metaverse ; bottom up databases – eg climate adaptation gca.org abedmooc.com ; Decentralised community treasuries daos/ blockchains – eg tech appended to every goal – fintech foodtech health-tech green tech or other synonyms such as e in e-commerce or e-learning

Global connectivity is media tech since 1865 out of ITU swiss corridor where goats of ,maths developed before extending to 4 more maths corridors including princeton N and princeton-gov-sw (notably these 3 coridors re[resented mindsets of 20% of humans who are white); so during first 10 years of economist-neumann search 1951-1961 good news = japan coastal belt corridor and how it stimulate Moore 100 times more chip power from 1965 stanford/silicon valley : 70% of human development depends on pacific ocean trades not the strange atlantic med suez maps of Britannia (The Economist was stated 1843 with 20 something queen victoria to try start resolving this right old english mindset mess)

Trust/safety rising (inter-generation) exponentials – western global professions don’t audit these instead  they externalise risks at borders


just a conversation starter- confident you and john and all have smarter ideas than me
chris
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