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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Tuesday, February 25, 2025

 Mistral CEO Arthur Mensch (Fortune upd March 2025) --Deep Learning Space Spring 2025: Mistral's presentation 1   2   3     4         6    7   Y   0 at  Nvidia partners GTC 2025 may be most interesting to millennials and graduates of 2025-6. You might explore 9 roads above but Mistral connections  also suggest that if your mother tongue isnt one of global world business top 3, there may be another3 deep ways forward to masimise linguistic imoact on data sovereignty, and celebrate being the generation whose (united) brainpower determines 8 billion eatthlings fate> Word of caution _ Mistral celebrated its 2nd birthday at GTC2025 - montlly launches have made ai simple and affordable enough for any size of EU enterprise  


First is toral reformation of every grade of education round maths and engineering. Singapore has done this; Taiwan too but Taiwaneses as the most interesting cluster of 20 million people of my life's time have mediated a lot of deep ontersects of quintilion times more tech as first antucipared in 1983's 2025 report, and proven by country bet ion Mauroce Chang from 1987 haveing already bet on Foxconn..

 Second, would your public servants give up dividing the country on party poltical advertising issues; by choosing to  celebrate intelligence as the country's greatest good. Transformer Kingdoms like Japan  since world war 2 seem to have minimised party political fearmongering,  as have some of Nordica (kingdoms, see eg Sweden's New Vikings Macrae 1993) and arguably peoples of Korea South have always wanted that whikst facing the e the unique global burden of NK. . India looks ready to have at this 2025-30 for 3 timely reasons. Most importat of all is that silicon valley already depends a lot on brains/mindests of Indian origin so why nit the homeland's fiufth of humanity too?.  Second LLMs have ited 1000 dialects of India. 3rd Modi and his leading busienss suppirters eg the Amaban's , Tata, Infosys are alteady so interconnected that any politician who plays lowest common denonminatiur state game may find he's no longer popular. Note another interesting dynamics - indoa's big cities are now corporations (potentaiully able to lead where state governance alone would not entrepreneuruially dare  There's a hope that Arabia will value this once in a civilstaion opporunity like it did when it invented the decimal systems but I am no expert on how all the golden rule religions collide at the same space that the old world's 3 big conunents also collide.

Mistral offers a 3rd possibility which could be timely for those who dream of realising Europeans United. It offers every enterprise (even SMEs) that doesnt yet know if ots market innovatiuns can elevate the nation into a world class maret continuous experimental space with ai's most affurdable and fast chnaging models - all the while backed by nvidi' most central partners who realsie that they already have too much to innovate without trying to take over what french mindsets can uniquely lberte egalite fraterite as the original entrepreneurial revolution of deep society being differet from deep state.

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