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

Architects of Intelligence Partnerships- from 1989 we published architecture genre of visionary leading partners - eg Economist Intelligence Unit - Brand Architecture Chartering. Today we help generations map deepest Agentic AI partnerships eg
Nvidia Huang:US 1 ::2 & Berkeley:Taiwan:India:EUPublic tv:UK:Japan:France;Saudi
Deep Mind Hassabis
Yann Lecun
Elon Musk
Help mediate student celebration clubs
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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Thursday, December 28, 2023

Very Good AI 2024 to You

some jan 2024 questions to bard-gemini-share yours chris.macrae@yahoo.co.uk
can you tell me about national and transnational AIRRs(AI Research Resources? eg ones celebrating visions of King Charles, Fei-Fe Li, A Guterres or womever is youth's number 1 heroine of 2024?

 Its impossible to see 21st C intelligence worlds clearly if you haven't assessed why it took 50 years for neurocyber wizards to continue where Neumann-Einstein-Turing left off from Neural Network models in 1957- see Neumann's computer and the brain. Ironically in 1984 the Americans Gates & Jobs

 .,

-who had hoped to deliver us from orwell's endgame - delivered program code and personal computer breakthroughs without being aware of 1 neural networks, 2 the billion women empowerment miracle changing asian rural health services (without that intelligence half the world was stuck at life expectancy in the 40s). It took until 2001 for these 2 americans to correct this blindspot with Jobs being first to stage silicon valley birthday wish party for fazle abed the most connected intelligence of deep community goals : health nutrition hydration education and homes managed by mothers deeper parenting skills than men.So much for the reality of grassroots networking...

ENDING THE INTELLIGENCE WINTER

You have two twentysomethings in the 2000s Li & Hassabis who revived the importance of 3 neuroscience elders valuation of Neural Networks. These teachers are now in their 60s Lecun & Bengio and 70s Hinton

 

Li (Fei-Fei) is at the roots of the the thaw in the ai winter because she unselfishly invested 10 years in building imagenet- 2000 identities humans grow up and develop with - be these animals , parts of the human body, plants, engineering tools , or more intangible ids like how facial expressions or body language may help youth decode what emotional outburst a group of humans is about to unleash. If you read Li's "worlds I see" nov 2023 (probably the most vital intelligence book yet published thanks to Melinda Gates extraordinary new women empowering library moments of... you will find almost every western academic trap blocked her until she was welcomed in stanford from 2009. Although the science of 200 million proteiins identities revealed by Hassabis Deep Mind training of computers to play logic games may be today's biggest ai platform leap, its unlikely he would have got silicon valley funding if Li's computer vision work had not woken up the valley. In turn her work only woke up the valley when a NN algorithm won 2012's imagenet- without the teachings of Hinton, Lecun & Bengio - graduate students wouldnt have made this leap. 2012's good news also woke up chip manufacturing see Taiwanese American Jensen Huang's Nvidia testimony; 5 years of R&D stimulated by Imagenet's leap was needed to design a chip with 80 billion trasaistors; and another few years to scale manufacturing these super GPUs of AI. Its this superanalysis power that has now been focused on chats reading everything humans have ever published. While this is exciting enough to have gone globally viral in 2023, any rush ro general ai is going to lead to many hallucinations while the building with proteins and 20000 identities will deliver far deeper reliability even as the human race likely needs a lot to go right between now and 2035 for the1984 dream of every human having an intelligent agent is realised.


 ((Lecun 2023 pdf senate-septjune, mar feb arviv 139 papers eg genai assistant nov23 youtube-trans dec2023 nov2023 post great papers refs chris.macrae@yahoo.co.uk ) 101 Testimonies AI ...

I would read lecun first as a 2024 resolution to see at what speed and where llm ai goes next; i would keep with Li and Hassabis as deep visionary  navigators of very good ai;'s greatest gifts to all of our human race. i hope bengio's reporting of the ai triple world series bletchley korea paris is in time for Unsummitfuture sept 2024 to live up to ai transforming every sdg system - all 17 are currently collapsing. As you can see, its probably best to keep up to date with all the first 5 cyber-neuros unless you aim to gamble hugely with your world bordering dreams and reality. 

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