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?




(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?

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.

Friday, December 31, 1971

ABED (AsiaBanglaEd) -top 30 human dev cooperations - bottom billion women economic communities last 50 years

healthy smart communities build/generate strong nations not vice versa - here are 30 cooperations proving this with special thanks to Bangla peoples hosting 16 briefings in dhaka 2007-2018 (other nominations welcome chris.macrae@yahoo.co.uk)

we used to think national advancement depended on enabling the female population to hold up half the sky; two things happened in 2007 - first of 16 trips to bangladesh, subprime destroying much of youth's 2010s livelihoods and entrepreneurial energies - whence if millnnials are still to be first sd generation the challenge was not just half a population being productively and joyfully employed but women innovating solutions to system designs that powerful men had broken- below we adapt what fazle abed authorised us to MOOCoperation (ABED insisted his lifeworks sought to multiply cooperation) as his top 30  with what he would celebrate most in 2020s- we welcome chance to link alternatives if you think we have missed a top 30 solution millennials need to be actioning around every community chris.macrae@yahoo.co.uk contributing editor Glasgow U Journal of New Economics Through 2019-1972 Abed partnered more stars of worldrecordjobs.com than anyone of his era - eg Guterres Ban Ki-Moon Jim Kim, Paul Farmer Melinda Gates Jack Ma; Royal families of UK and netherlands; James Grant; alumni Borlaug; Sheika Moza Qatar, Abdul Latif Jameel Quadir family; Soros, PauloFfreire alumni; Charles Yidan Japan host of bracnet; Steve jobs family 

greatest human dev miracle com building 1 billion poorest vilage girls and accompanying bys 1e bottom quyaterter oy pyramid - space on boule helix - constitution of world most cooperative advancing sdgs eg civ soc triangularising er challewnge the economist 1976

 These are primarily based on life work and Partnership Platforms of Fazle Abed and from 2001 a little extra motivation from Steve Jobs

Most historic & lowest tech.

F1.1 changed aid by scaling 10000 community dev solutions at a time maximiing small business investment not charity and bottom-up service not trickle down aid 
F5.1 Community Building for 100000 people at a time (typical metavilage 15000 homes family size pover 6)
F4.1 first training solutions - trainers village mothers microfraanhisers ; OVER TIME ABED FODSELECTED INTL DEVE PARTNERS MOST INTERESTED IN SCALING AND INDEED LEARNING FORM LAB OF AID2.0
F2.1 first scaled bus solution solution - rice farming - probably 2000 mothers of first 10000 needed to operate this microfranchise - three things to note- their profit might be small but as people were starving there was no wasted competition; getting a solution right for 2000 people at a time was worth ierative ersearch of most effective, efficient, expanadable way. Fortunately Abed as former regional ceo for shell has knowhow of wetre to source optimal rice seed and soon brac became the region's number 1 researcher of local rice seed varietiesd as well as wholesaler.

F3.2 Secong scaled business sokution: Abed wanted to maximise womens ability to provide local first aid and basic nursing. The nation hasdshortage of tariend nurses and they preffer to work in city with electricty! so the solution was to doordash on foot the 10 most basic medical and health care items. Each franchsier hd a weekly route of 300 homes. Agian brac would become the number 1 wholesaler of these items thus making sure that the parahelath worker was suplied and suplied her custimers at best ever prices.
F1.2 As hundredss of microfranchise were open , financial service for poor was needed. Abed approached gov and was told they stiill couldnt cope with banking for 10% in the city. He was on his own and this is how bran Micfrofnnce plus began. Please note loans were only being matched to busineeses abed had designed as resilient - in effect brac was responsible for village and later value chain across whole nation ...NB probably the most interesting economic lesson I have ever observed. Abed was proud of designing microeducation - the vast majority of the 100000 vilage staff he assembled were livelihood traibers. They may have taken on maual accounting roles when needed but they were only too glad when technolgy freed them to get back to entreprenurial training. This is the opposite of what happened n the west- there atm as first technology required bankers to invent another jb for their staff- basically banks turned from advising on saving and community building to issuing credit card dent. Ironically although digital tech should reduce the cost of serving small savings and loans there are few cases in the west of this happening. This is an extrordnary bublled that rich old nastions have yet to confdrnt - will they with web3 dao blochchain etc - the games of sustainable finace are yet to be mapped- and if they don't happen while Franciscan Guttres is designing UN2 tech envoy, when will they. We can also watch for leaps brac made in finascial services 1 to offer city bankig articularly to 1sdt generation citizens who migrated from its vilages; cashkes bank bkash; choosing its 2nd and global headqyarers as an optimal place for remittances and a constitutionl home stigling offers a model that eg the us standard ngo format does not. Brac also introduced ultra- its one finacial grant process. This it made one of the core research areas when brainstorming with steve jobs in 2001 led abed to open an entreprenurial  univerdity for 21st C female graduate cooperation entrepreneurs
F3.1 Abed's preference for designing vilage busienss entreprenu franchises meant that when he designed a grant base solution he wanted it to be something that not only bangladesh needed but Un or other grant oranisations needed workdwide. Bangaldesh was blessed with one world class innovation in 1971's birth of the nation. What had been fomerly knwn as the East Pakistan Chlera lab had invented Oral Rehydration but had not found a way to market an educational cure as simple as mixing bolied water sugar and salt in exact proprtions. It took brac many atempts to design how to train ilietare vilage motehrs to be providers of oral rehydration. This is needed urgently if an infant in humanid climates is burning up of diarhea. Abed enetred this solution into uicef's year of te child. It won the grand prize and when Unicef saw this -he understood that brac's nationwide training of thisd could save up to a thrd of inafents from death. He also devoted his life to extending rd to other humid vilages- without this vilage china could not have developed. Both China and Grant were very grateful. In China's case they exchnged expert rice seeds as one example. Tgere was never any cross-investment in 20th c development of banagladesh and chiense vilage motehrs but they swapped ieas on solutions. Meanwhile Grant asked Abed for one other nationwide implementation idea. Abed said nation wisde vaccinateion F3.3
While Brac contimued to specialise in locatiosn where 100000 person metavilage community building was relevant- its solutions were now examined across the nation. About 5 years after brac had started its women vilagers had enough energy and savings to ask brac how to start build schooling systems with a two third ration of girls to boysd. Brac informal primary system design becamse within 10 yeras the world favorite non-gvernemnt owned schooling stsem- with 30000 franchised under brac leadership and many more vilages adoptng this system. vilage schools were energised by love of loval vilage motehrs who had themselves gained literacy and basic health knowhw from brac over the last decade. They may have had less fnacing thatn govenment schools but most girls gradauted from brac schoos in the top 20th ercentile. Indeed it was later to be thsi school model that made adbed the world's first education laureate - a worldwwise prize sponsored by the furst lady of qaar. Her own contributions to womens education are amazing with a girls eduation capus which asi featured as one of the locations of qatars wrkd cu (education scity). Every other year the nations' interantional cnference centre hsts wise and wish looking for woemn-led community solutions to advancing education and health. Qatar is also a lead nation at UNGA 2023 staging the half tiem review of where have the sdgs got to.

greatest leapfrog models from death 2019 to 1995 brac net or vice veera ho choose first coop platforms in digital connected world versus village- seminal 2001 dinner braistororming stevejobs -see 4.4 and 5.4 new uni and 60 new uni coop
col 5 currently serves emergence of 6 collab platforms however might leads to notppp but 6XZX z- women youth porrst go grren go tech go peace

zoom/beam ai up & down scttie - eg 5 minute mutidisc iola needed as personal assistant of those leading new uni - also clariying ed3 training stackable not 4 year degree in world of dashborad id

5.5 global village exchange climate adatation - rural eqt to smart city exchanges - as muct teeth where eg cops meet as old leaders network - relenant to left double loop

4,6 luminaries eg cant change ed without ouside help tech, 17 golas practice maps
3.6 james grany public health school centrepiece of frugal health unites other world class schools with med schools
3.5 cross functional frugal eg wash and maternal 
3.4 tb put abed in mid of global fund- first gates prize -united abed gates jim kim larry brilliant soros by 2005===

1995 a Japanese friend in silicn  valley brough Brac.net - this empowered Abed to  start desihgning leapfrog models with mobile and solar instead of the low tech models whcih had releid on partrs in word of mouth and book of print intel networks

Unlike Muhammad Yunus, Abed's first priortity was to race  to design nation leading value chains in those markets vital for ending poverty. Wiining race against other organsiatiosn with hi-tech was different than how brac had in its frst 25 yeras designed valu chains to serve what had started as 90% of the population as rural peoples. As well as its foundation agricultural markets of rice and veggies; it was time to be national leader in ppolutry- this took the integraton of 5 microfranchsie. In addition to vilage entrepreneurs ho kept the chick. 1 breeding a variety of chick difefrent from the scrwany vilage chick. Vet services for tegh suorchicken which was doing up to 10 times more work laying egs than tehscrwny chick. Distributing what became a surplus byond the vilages to the city. Growing chicken feed but ony in spacesd that coukd nt suppirt human food production.
Brac also introdued dairy but to do so it had to wait unntil the dismal eu agri policy stopped dumping powdered milk. When Abed died in 2019, what were caleld the brac enterprsies offered a spectrum of market scetirsd that it as vital for bangladesh's poorest to be integrated around. Its not clear whether any other nastion has as clear a strategy thiugh it needs to have. When abed dieed Bangladesh' foreign exchnage earning came almost equally from 3 streams. Food surplus beyond that neded to feed everyone in the nation - abed's first great achievement. When brac had stated million people daths by famine were not unknown. Remittances. Garments while brac never got into garment organsiatiosn its vilagers earning money from city arrarong had been designed around marketing artistic products, at one stage sericulture which ultimately failed due a pest infestation but existed long enough to sustain traditional silk deigns; social frestry and other ways vilagers could design climate adaptation oartnerships
It was in 2001 that steve jobs family invited abed to dinner- what was needed for brac women empowerment intel to be shared locally worldwide. After brainstirming abed committed to designing  transformation of 21st C universiy- by starting brac university in 2001 he hoped that before his death 60 universities would celebrate female graduate cooerations co-creating and extening each other soltions in age of femine articcila intel as well as femine economic community buidling. In tandem to Abed's real niversity cooperations, Steve Jobs started to develop a university in a mobile (ie iphone)Brac's Ultra poverty grant was one of the R&d stream taht abed was confudent could add 50 million livelihoods if nations universities wanted  to design grants to garduate ultra poor. Abed also started dsigning play schools with one of te furst MAs in this subject as a missing wordlwide franchise. Brac University also gave pride of place to james grant colege of ublic health.
Abed's 80th birthday gahapened spring 2016. He didnt intend a big ocaison but pretty mich every partner in development education he inspired was represnted. Abed had been working hard on the logics of develoment goals. For eample in sem-private conversation, he mentined the fact that educations milennium goal was limited to every child geos to rimary school distr=ted global fundng. While it wass kind of commonwealth aid ove 25 years to have ut nearly a billion dilars into brac primary schools, bnot being able to get one aid dolar for designing teenage livelihood education had been a chalenge that had much of his last decade was spent on. With stories like these it wasnt surprising that when the Un hosted the frst annual reveiw of sdg 4 education - a group mst inspired by abed stood u and said with edtech trabsformation this gola is impoosible. What emerges before abed's death in 2019 is now called the Un tech envoy digital raodmaing 2.0. A versin of thisd is shiwn on the top pahe of economistlearning.com . As far as we can see withouth worldwide coertionbthiright te 7 trasbfrnations pmapped, neither milleb=njial nor any 21st C youth generation will be susdtainable. Take finace for one example. The vast majrity of missing sustainability livelihoodds involve wither last mile srvice wirk of the HAU appriackes to the deepest and most ethical data acence AI can deliver. Alongside communiteis will need their own traeasureis- can web3 design DAOs to achieve this. If you make a list of every technolgy that could be mappd through Intel develoment blebed with sdgs , we may have a best last chnace..
. The univ