Urgent coopreration calls from SDGSyouth latest May 2023:::HAISDGS 1 2 3 4; 5: 30 coops making women 3 times more productive than men 6 7 8.

leaps 1 - Beyond the Moon ..: can you find good enough questions for teachers of any age group to ask AI to share

Freedom to read: if only permitted one read on humanising AI I'd pick feifei short article at https://hai.stanford.edu/sites/default/files/2023-03/Generative_AI_HAI_Perspectives.pdf rsvp chris.macrae@yahoo.co.uk if you have a different pick of a lifetime

Welcome to HAI: Gamechanging AI for humans combines unique combos of tech wizards since 2006Self-id Q: Can you introduce us to 4 main wizardly components of America’s most famous 2023 model CGPT

What is Conversational?

Generative?

Pretraining

Transformer

(see also congress debriefings april 2023 on this choice as most famous )

SO in what ways does 2023 connectivity of chatgpt go beyond any human brain however famous

Am I correct that while cgpt is fluent in many languages, 90% of your training involved texts in English. Discuss!

Are there people working on advanced CGPTs tuned to specific crises- eg where UN leader guterres made 21-22 year of SDgoal 4 crisis – education no longer fit for purpose ............we asked CGPT top 10 goods it expects Ai to help humans with in 2020s--.. Healthcare - improve diagnosis, treatment, and personalized medicine..Environment - monitor and manage natural resources, predict and mitigate natural disasters, reduce carbon emissions...Education - personalize learning, new ed opportunities, and improve accessibility for learners with disabilities..Aid and development - improve disaster response, humanitarian and economic development... Agriculture - optimize farming practices, increase yields, reduce environmental impact..Transportation - improve efficiency, safety, and reduce emissions..Energy - optimize energy consumption and distribution, accelerate the transition to renewable energy..Cybersecurity - detect and prevent cyber attacks, protect personal data, and secure critical infrastructure..Manufacturing - improve efficiency, reduce waste, and increase productivity in manufacturing..Space exploration - analyze large amounts of data and enable more efficient space exploration missions..

Epoch changing Guides

1 AI Training AI Training.docx

2 Exploring cultural weakness of encounters with greatest brain tool.docx

Alphafold new Protein maps can be used to design enzymes to fight plastic pollution; potentially fight cancer with molecular syringe; to circumvent antibiotic resistance ; to combat neglected diseases like African sleeping sickness'Chagas disease;Cysticercosis; Leprosy ]Lymphatic filariasis [Onchocerciasis ;Schistosomiasis; Soil-transmitted helminthiasis ;Trachoma ;Tuberculosis; Buruli ulcer; it may help accelerate vavvines for malaria;

You shared me that the famous Alpha models of DeepLearning ( see broadcast of 60 minutes april 2023) which has mapped every human protein saving millions of human hours of work ( biggest ever change in biotech) don’t really use C G P T- so what does deep learning ai architecture use RSDE?

What is Reinforcement Learning?

What is Specific Task instead of General Purpose?

What are Deep Neural Networks?

What are Evolutionary Algorithms?

Neumann.ning.com
Today's tech is brilliant beyond words - so WHAT IS THE WORLDS BIGGEST PROBLEM? 2021 -1761 -CAN HUMANS FOR FIRST TIME IN 250 YEARS CELEBRATE VALUING MATHS INTEL A DECADE AHEAD OF TIME?
AdamSmith.app Moral Sentiments SDGs.games mapping with Guterres AIforGood decade became sustainability's gen's last chance of south-north and east-west- or the death of United Nations' world trade transparency

Here is Chatgpt May 2023 answer to comparing itself with biotech greatest ever leap alphafold
Sure, here's an analogy that may help: Imagine that CGPT-4 is like a language teacher who has read and understood a huge number of books in various languages. It has learned to understand the patterns and nuances of language, and can generate its own sentences and paragraphs based on what it has learned. When it encounters a new piece of text, it can use its understanding of language to make predictions about what will come next, and generate a response that makes sense in context.
On the other hand, Alphafold is like a puzzle solver who has been trained on a vast number of jigsaw puzzles. It has learned to recognize the patterns and shapes of puzzle pieces, and can predict how they fit together to form a complete picture. When it encounters a new puzzle, it can use its understanding of these patterns to make predictions about where each piece should go, and assemble the puzzle quickly and accurately : to question -...................................................................................
More questions: Q: Could you extend to include wizardry of Fei-Fei Li with comparison above a teacher of 12 year olds may use to vision similar and different work on architectures of CGPT4 and Alpha Deep Learning by Demis Hassibis

You mentioned major tech companies offer catalogues – 5 minute lesson plans on different wizard components. How do you find these?

60 seconds exercise: suppose for teen earthlings: 2020s is more exciting than 1960s moonrace decade of my teens; You mentioned searching ai for beginners but what if a teacher wants to help kids imagineer back from future of 2020s possibilities or just next 3 years of AI is epoch-changing

.....................
Q: please tell me how could a 5th grade teacher explain why Stanford HAI is proud of being one of the world's leading GAN (Generative Adversarial Network?)
Chatgpt reply23/5 -: A GAN, or Generative Adversarial Network, is a type of computer program that can create new things that look like they were made by humans. It works by having two players eg two artists who are trying to compete with each other. One player, called the generator, tries to create something new, like a picture of a dog. The other player, called the discriminator, tries to figure out if the picture was made by a human or by the generator. The generator keeps trying to make better pictures until the discriminator can't tell the difference between a picture made by a human and one made by the generator.
In simpler terms, a GAN is like having a computer artist that can create new pictures that look like they were made by a person, and it gets better the more it practices.

33 years ago we started practicing core brand transformation inspired by new systems modeling -eg of CK Prahalad & Gary Hamel- typically when needing to transform as large brand entity as the UN we'd propose better start again and then reverse takeover-; we realise that's not an option UN2.0 so urgent to address what's the 9 piece combo of UN2.0 Tech Envoy Team at Guterres HQ- how contextually value roadmaps for anyone SDG partnering Guterres: Global Connectivity since 1865 (ITU); AIforgoodreborn ITU 2018 stems from Neumann peers 100 times more tech per decade since 1935 -see dad's bio of vn
Digital Cooperation launched by Guterres 2018 but seen by those valuing youth generation as antidote to failure of millennium goals to value education more that primary school; Digital Capacity Building: sustainable gov tech requires UN2 to be skills benchmark wherever gov designed to empower; this leaves 4 traditional connections of UN to digitalise inclusion commons human rights so that trust/safety is brand's reality; 9th piece CODES environmental sustainability - this seems to have emerged as it became clear that cops may lead on adaptation but adaptation needs to be borderless community replication of deep solutions
379 UN Antonio Guterres :: Family & Smithian Diary: why 1984's 2025 report published to ask Economist Readers to co-search 3 billion new jobs 2025=1985 following on prt 1 teachforsdgs.com

Learning's Unconventional Worldwide Premieres
300 vriti world premier ed3 tour ^^^ NFT V 0 1 2 3

2025Report- download monthly update 100 learning networks millennials girls love most

(Economist Surveys inspired by Von Neumann 1984-1951; why 1936 dad & von neumann started 100 year race to prevent extinction; why dad's last year nominated Fazle Abed Entrepreneurial Revolution GOAT - who do you vote for SDGoats.com

00Fazle Abed: Which educational and economic partnerships most empower a billion women to end extreme poverty, and value their children’s sustainability? Fortunately for SDGS.games 2020s, start deep village maps around partners/alumni of 50 years of servant leadership by fazle abed 1970-2019

IN 1970, life expectancy tropical villages up to 25 years below world average _skills trainers priority last mile health world’s most trusted eds needed eg epidemiologists UNICEF Grant, Brilliant, later Jim KIm –& to end starvation food's borlaug

3) last mile health
2) agriculture for village food security

4)non-linear livelihood education

5) timing what platforms partners could facilitate entrepreneurial revolution not not just inclusive community but cooperation in full and meaningful entrepreneurial employment

financial entrepreneurial revolution for nation's people history excluded from machine age

billion women's Sustainability COLLABS

Intergenerational collaboration entrepreneur platforms 5.1 metavillage sustainable community building - women empowered:15000 families at a time;5.2 billion asian women,5.3 brac net; 5.4 asian universities share sdg graduates 5.5 climate smart village exchanges,5.6 meta and zoom-me up scotty

BANK FOR ALL 1.1  1.2  1.3   1.4   1.5   1.6 celebrate 30 most human collaborations from developing world of last half-century - inspiring anyone valuing UN and youth as first sustainability generation
EDUCATION adult village entrepreneurs 4.1; primary 4.2  ; teen 4.3; university4.4 ; pre-school4.5;tech multidisciplinary luminaries 4.6
HEALTH oral rehydration 3.1 ;para health "doordash" basic meds 3,2; scale vaccination3.3 ;tuberculosis & 3.4  Frugal processes eg wash sanitation, maternity3.5  ; James Grant School of public health 3.6
FOOD/land security 2.1  rice; 2.2 veggie  2.3   cash crops & village fair; 2.4  poultry;2.5  dairy, 2,6  14 nation leading supply chains financial opportunities to end poverty ;
....................................please tell me how could a 5th grade teacher explain why Stanford HAI is proud of being one of the world's leading GAN (Generative Adversarial Network?)
Chatgpt reply23/5 -: A GAN, or Generative Adversarial Network, is a type of computer program that can create new things that look like they were made by humans. It works by having two players eg two artists who are trying to compete with each other. One player, called the generator, tries to create something new, like a picture of a dog. The other player, called the discriminator, tries to figure out if the picture was made by a human or by the generator. The generator keeps trying to make better pictures until the discriminator can't tell the difference between a picture made by a human and one made by the generator.
In simpler terms, a GAN is like having a computer artist that can create new pictures that look like they were made by a person, and it gets better the more it practices.

Thursday, May 7, 1970

Dr. Fei-Fei Li on Human-Centered AI

Greylock

87K subscribers

5,742 views  Jul 13, 2021

If AI is to serve the collective needs of humanity, how should machine intelligence be built and designed so that it can understand human language, feelings, intentions and behaviors, and interact with nuance and in multiple dimensions? Stanford University computer science professor Dr. Fei-Fei Li and Greylock general partner Reid Hoffman discuss the ethical considerations researchers, technologists and policymakers should make when developing and deploying AI. This episode was recorded as part of Greylock's Iconversations virtual speaker series. You can also find the podcast and transcript of this discussion here: greylock.com/greymatter/fei-fei…human-centered-ai/ Chapters 0:00 Introduction 1:46 The Goal For Human Centered AI 6:00 The Role of HAI in the Industry 10:46 Importance of Being Human Centered 13:49 Early Career 17:51 Role of Industry in AI 23:01 Model Safety and Reliability 30:08 Ethics and Society View 38:23 AI in Healthcare 44:17 Robotics in the Business World 49:43 Making America More Competitive in AI 52:52 Diversity in AI

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what was known about EDforgood 1999 -web1 decade

while web2 was to change everything again - did enough people understand these lessons in plain sight from 1990s decade of web1? see page 41/42 from decade report by Gordon Dryden out of new zealand celebrated by 10 million Asian families

The 13 steps needed for a 21st century education system Imagine a 21st century community where:
Every student has his or her own laptop computer.
Every home has its own combined computer - television set at a cost of only $300, or possibly much less.
Every home and every student is connected to the Internet.
Every person, at almost any age, can have instant access to the world's best teachers in any subject.
Each can also select at random from the world's best libraries, interactive science museums and art galleries.
Each is linking up regularly with others around the world, designing their own electronic games to teach their own favorite subjects.
Every new parent is trained to be able to develop each child's fantastic early potential, to be able to identify different temperaments, and different learning and thinking styles.
Every four-year-old can read, write, spell, count, add, subtract, multiply, divide, compose her own stories, draw, paint - and speak three or four languages - but they've learned all this with fun and games.
The health of every child from birth is regularly monitored to ensure his eyesight, hearing and other senses are in great "learning order".
Every five- or six-year-old starts school with an equal opportunity to develop to its full potential.
School itself is the best party in town: a base from which to explore the whole wide world of experience and knowledge.
ABOVE WAS VERY EASY FOR RICH NATIONS TO DESIGN. TRAGICALLY BY FAILING TO DO SO POOREST PLACES SUSTAINABILITY GOALS WOULD GET EVER LESS POSSIBLE UNLESS UN2.0 becomes benchmark for gov2.0 anywhere children/next generation needs to develop

Intel Toolkit est 1951 - 3 keys mediating economics & AI to 2025- Source Economist & von Neumann

Mapping good ai for 2025 from 1951 Neumann/Macrae

100 times more tech connecting"good" if it

unites worldwide advances in (what we now call ) UN SDGs1 to 6

Starting with poorest – ie basics of life

2 Food , 6 water,3 health, 4 livelihood ed3, 5 no

Underclasses, safe home

In addition birth of UN in 1945 recognized that up to 75% of

Peoples had been left out of electricity grids

Etc by way Empi9re world was designed-with

Particular crises of landlocked nations or peoples

Far from coastlines- this would need urgent

Cooperative attention in era of independence

As of 1045 only nations controlled by Stalin

appeared not to agree with UN goals;

World would need to outlast Stalin and

Avoid nuclear bombs until old world’s far north

People free ; thence hopefully disarmament

In picture name 3 as "math wizards deep data science"-\

if ai and economics design what human relationship futures are possible, then bothwWill need maths wizards as grounded as eg those of TEN – Turing Einstein Neumann

V Neumann's life had been dominated to 1945

By crises and gov secrets of energy projects, he wanted to dedicate

Rest of his time to intel of hardware

Coding and brain science; as of 1951 he didn’t

know he had less than 6 years; Einstein and

Turing less than 3; he did know he wanted to

Open source everything on AI

RESOURCES Regarding future exponentials of tech and humans and UN

ITU publications since 1865; League of nations diaries including Einstein

Hosting of international intellectual cooperation; Geneva as Digital, trade mapping and health twin

of UN from 1945

Major sources: diaries and letters of TEN eg note Einstein letters to Gandhi & Freud; Diaspora Scots school including Adam Smith and from 1843 Economist James Wilson And Royal Family diaries UK Netherlands; Bagehot English Constitution;

Keynes especially last chapter general theory; Geoffrey Crowther publication

Economist Autobiography 1843-1943

......................................

timing.the age of humans and machines dd not begin to 1760s scotland- until then most people did not move more than 15 miles from place of birth unless they lived near water; there was one exception that had emegerged in the old world ; it was an overland market relay connecting the 2 greates bay areas of the old old world-to the west the med sea the bay that connected asia to the 2 other known continents europe to the north and africa to the south
the great bay area that mainly tranversed from the islabnd of japan to the coastlines of korea and china as far as the place we now call shanghai and down the river to hangzhou- marco polo had called hangzhou the town with the greatest range of marketing goods he had ever seen; it was at the intersection of 3 trading routes; an inland canal up to beijing; where the overland silk road ended an transferred produce to boats which then salid up the river to the great bay..

first 7 year report on brac posted 1979: village women are learning to read & write: they are finding out about the causes of poverty and disease around them
they are teaching one another about farming and weaving, health and medicines; they are assuming public roles of leadership and management
for the first time in their history; they are contributing to local economic development through successful production cooperatives; it is hard in the West to imagine the drama involved in such profound changes

world war 2 and was now looking to design wi-in trades with asians; over the next 15 years my father clarified the 2 asian capitalism models as rural keynesianism which abed/bandgladesh women beccame purest benchmar of; coastal belt caqpitalism which jpapan the korea the diaspora chinese in taiwan hk singapore led until china asked japan to share its borlaug/quality engineerind knowhow in late 1970s; it was after 1976 that china transformed businesses from just state owned ones include secondly village owned ones; 3rd billion dollar inward investments from the diaspora mainly in supercoty infrastructure incluing world class ports and trains

related collaborations economistdiary.com abedun.com girlsworldbank part 2 ecop26.com
50 YEAR SEARCH FOR HumansAI top 100 hUNIcorns (networks that never exit life-dev purpose) - from 100000 village to first 50 new universities who share sdg alumni- also current top 10 at worldrecordjobs.com abed 2 3 4 5 6 7 8 9 10

.Economistmaps.com Goodhubsguide.com dedicates freedom & happiness of rural keynesianism TO fazleabed.com & chinese barefoot medics since 1970, all women under 30- quarter of humans- 90% of sustainability solutions......................

WHICH ORBITAL GOALS INTEGRATE YOUR HUMAN DEV NETWORK ?
0 hi-TRUST COMMUNITY DATA O/S OR
1 POVERTY
2 STARVATION
3 HEALTH
4 EDU

hU01 when fazle abed first built 16000 homes for
100,000 villagers he did not realise that over the
next 50 years this would become the deep data lab for
microfranchise solution partnering in helping empower
village women build the rural nation of bangladesh and
that chinese village women needing similar solutions
would incorporate social business capitalism into china's
rural keynesianism- all told 1 billion asians would not
have improved health, ended famine, become the world's -celebrated greatest education leaps with the least resources without resilient
& safe community building -more on hu01

Are you influencing your city's green collaboratory events? - example among 40 in-network collaboration cafe cities new yorkers helped mediate this 2009 while americans were free to celebrate green millennials

.BBCGREEN & Bangla5000 selections 2021-2000
21 lbs- africa's turn +hunicorn100 hughes
21-health equity:LBS: -cf astra.place AI 18..19..20..21
19 50 years building number 1 ngo collab with abed bhai.. GATES __NotesU-saving lives
13 khan asks musk- did your college plan include taking over NASA
03 bezos - gold rush or next electricity

over 50 million Chinese died of famine by mid 1960s so by 1968 chinese village parents began Goals1-4 search; bangladesh joined in by 1972- its bangladesh story we have spent 10 years researching ... already by 1960s japanese koreans and chinese diaspora had the money and the motivation to help all asia rise...

Friday, April 16, 2021

For some engineers, building 16000 homes at 5 dollars each housing total of 100000 people might have been miracle enough but then abed saw 16000 village mothers and 60000 kids starving or dying of diseases like diarrhea- so he designed microfranchise businesses for women to be the village food security and basic health servants - and two american chinese missioaries said can we swap some of your village micrfranchises (we need oral rehydration) with those in village china;

and then james grant of unicef said why not replicate your village solutions all across bangladesh, and is there something extra unicef can do for you - abed said can you arrange for the government to vaccinate half of bangadesh while our village networks do the other half. and so a blend of bottom up disater relief and sustainable micrfranchises became the world's largest ngo partnership- and all the while bottom up hunicorns networks had no taxes or traditional top down aid- empowerment is a very different way of nation building- and across the two thirds of humans who are asians - women just did it whereve extreme poverty was ended

hu01 - resilient community hu02 oral rehydration -nation wide moters training

huo3 -last mile hrlth service franchise - one village women weekly door t door 300 homes selling basic non-prescrition drugs and being mothers source of health news

hu04 - 5 times more productive village rice production...

zzz

mapping 6 ways youth

and families can exponentially sustain increasing productivity by making every community a thriving place to grow up in
systems crisis: while each of the 6 ways offers growth beyond the reality let alone imagination of what is possible without access to the new way, if we exclude some peoples lives from access to the new way then we will lose sustainability of our species- example by 1939 we'd reached world war 2; the root cause was slavery, treating huge populations of people as underclasses with no access to electricity grids or other win-win uses of ir1 and ir2; it took us 180 years for first machines glasgow 1760s to get into this worldwide collapse; the mathematician von neumann worked feverishly for 12 years to deliver ways out of this mees ir3, ir4; within 2 years of his death in 1957, jfk had declared moon landing was possible; ai labs stuying the ultimate consequences of ir3,ir4 had been twinned out of staford facing asia pacific, out of mit boston facing the old world- the 7 white of the big g8 empires whose 12% of people had colonised most of plant earth as if the majority of peoples lives did not matter including the two thirds who are asian and in america those whose skin colors had beem slaves; within 4 years of stanfords ai lab intel had such a huge order from a japan calculator manufacturer replacing slide rulers that the programable chip was invented so as not to be beholden to one client; and gordon moore declared his aluni would multiply 100 times more comp and coms (ir2.1) power every decade to 2020s when chips would rival switching powers of human brains- and computers could run real time platforms previously requiring manual government . So getting ir3, ir4 exponentially right -for every next child born -notably goals 1-6 as basics for life and natural diversity let alone futureoflife- had 75 years to tik tok from birth of the united nations.
0 agriculture
*ir1 = energy machines -engines delivering thousands then millions time more horsepower and infrastructure both transportation and pipelines -eg electricity, fuel, water enabled big cities to emerge as most peoples
*ir2 telecommunicating machines eg telegraph telephone radio television satellite mobile
* ir3 computing tools for human productivity beyond slide rules and paper reporting
*ir4 AI= Artificial Intelwhen computers taking over governing real time platforms
*society 5.0 gravitating livesmatter where every society next child is born in is a great place to grow up because it maximisse peace, culture, natural diversity win-wins including healthy connections with other places

inspired by fazle abed we are searching for HUNIcorns- global village sustainability solution networks too vital to exit

HUNI0 is where sir fazle aded started up global uni of poverty 50 years ago with a field lab of 100000 poorest villagers

HUNI100 - is the legacy - abed brac university which he started branstorming partners around 1999 - to celebrate both a new millennium and his 4th, 5th decades of end poverty networking

we see 5 action compasses of unicorns as gravitationally core to the bottom-up servant leaders maps designed by abed and partners who turned brac into the world's largrst and deepest ngo networl:

last mile health servant unicorns

ending poverty with financial unicorns

ending hunger with food/warter security unicorns

lifelong livelihood education unicorns for all ages

resiliemnt/safe social spaces so next child born anywhere has good chance to thrive

economistsocial.com publishers world record book of jobs creation (worldrecordjobs.com)

Thursday, May 7, 1970

Dr. Fei-Fei Li on Human-Centered AI

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girlsworldbank.com: fazle abed: 2025report

Friday, April 16, 2021