April upd: robots & geometries :
2025 A VERY HUMAN CRISIS. Today, intelligence tools exist to deep-context help you all (individually, team, communally) be up to 1000 times more productive at work or in hobbies' and love's experiential joys. Why type 4 engineers need coding help from all gilrls & boys 3rd grade up.
TOkens: see your lifetime's intelligence today
nvidia Physical A1 -Robots
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Will Jen-Hsun's GTC26 big reveal be a superagent AI tutor k-12 whom we can all CC in email?		.. 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 :...
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Friday, January 4, 2013




paragraph from current issue of journal of social business and youth economocs mooc


As Norman Macrae's 1984-2024 report outlines, this can be the key to all 7 purposeful sub-revolutions which need to be freed so that global village markets can joyfully co-create 3 billion jobs of the net generation

FREEDOM SEVENFOLD CONVERGENCE,  LET IT BE
7 Free the curriculum of Education, and smarten up media and mediation-value how knowledge multiplies in use unlike things that get consumed up
6 Free Value Chains of Clean Energy, Food and Water to be accessible within body's reach of desire -particularly infants' bodies
5 Free girl power by valuing the 21st C village nurse as the most trusted information networkers as well as valued servant
4 Free cashless banking to be an order of magnitude more impactful in crediting parents communal and youth's productive lifetimes
3 Free currencies and public servants from speculators vices and history's zero-sum value chains
2 Try to cross-culturally free the union of peace and economics by supporting youth in celebrating the vim of bottom-up and borderless heroes- yes we can do that if you value the curriculum of www.singforhope.org started out of New York as an alternative to 9/11 endgames
1 Value Multiply Exchanges around Do No harm professionals who systemically do most to  help open up maps of multi-win models by prioritising audits that stop externalisation of risks through boundaries- the most uneconomic ideology a borderless world or any species whose evolution nature values - could possibly be ruled by
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