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 suregons 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
intelligence today

nvidia Physical A1 -Robots
More Newton Collab.&& Foxconn Digital Twin
k translatorsNET :: KCharles :: Morita : :Moore
Abed: Yew :: Guo:: JGrant
ADoerr :: Dell .. Ka-shing
Lecun :: L1 L2 :: Chang :: Nilekani
Huang . : 1 : Yang : Tsai : Bezos
21stC Bloomberg
Satoshi :: Hassabis : Fei-fei Li
Shum : : Ibrahim :
Ambani : Modi :: MGates : PChan :
HFry:: 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, December 10, 2024

 75 years of the most intelligent ideas emerging from legacy of NET : Neumannn Einstein Turing. the NET's briefings  wer  very clear- look for abpve zero  sum system exchanges -  eg many educational transformations . Note how communicatiosn and energy system crises had root caused 2 world wars so sorting those our transparently out of every community matters

those big vompapnies that have been splt into 40 interprenur sections as one overall innocation platf0rm might want their ceo to be replivated as agents if he is the overall innovator or whomever was origin of each inrarpareneurial split (charter future histiry process of world class brand leading partnerships/architecture)

Neumann expected neural network algoiorithsm to be essential - he anticipated at lesst 3 multiplyong waves of million times more tech: computational eg moores law; satellite data distribuition between communitioes eg 1g to 5G - by 2025 quintillion times motre tech would change every meaning and brain of being human!


recent extenstions of this:

 hong kong digital twin medical colege shared with world

million times more addrressing deep data chalenges of einsteins 1905 papers as well as conflict transformationn

1 every child an teacher and parent has theor own learning agent or tutor  first widely discussed 1973 eg uk cal project- latest example ; scaling speed see eg itf difital twin  summit 2024

2 nb local communities missing hearth carte servants donmt need huge llms updating 24/7 except in emergencies. We could imagine nursing and medical services involving 30 quite simple apps as well as 10 much more detailed telehealth and surgical tools

3 redesigning some value chains to be owned by next generation not elders - eg sports,., fashions, pop, arts since 2000 if not earlier

model for dealing with huge expert market that needs to be deleted - the us faced this with tobacco 1960s and failed ; at same time note difference between western markets that have become hostages to drig crises and those orienmtal countries that made drug running a capital offence

discussion of when to go beyond carvon started 1970s eg nixon; the ,majority of nations dont have any critiical minerals to carbon age so are triply disadvantaged by  2020s  not opebnly benchmarking any green  models ; can be thriving ecoinomy; is long term only renewavle generation; can prevent negative balance of trade; can minimise wars- whos going to war over another places sunshine as local energy dustributor

earth 2.0 models could have started with water- catalogue every type of water crisis ; map which applied where; clarify which have solutions affordable by all


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