ai celebrating greatest (ie most good for 8 bn beings) human intelligences (1950-2030)

[chris macrae]

Happy 2024 from AIGames year 1 of intelligence as everyone's game -as yet we recommend attending to next brain-leaps by Li, Lecun and Hassabis first; (as well as sectir checking) we hope by xmas 2025 to offer 361 mosaic of brains to celebrate personal education agency with

11/21 breaking - clara shih ceo salesforce ai interview of Fei-Fei Li

breaking nov- uk producer of bletchley ai summit mp donelan- week in dc l ... start of ai world series  -also AI-secret-life-Rowan-Atkinson.docx & other UK AI Greats

- some big turning points in fei-fei li world of intelligence clarified nov 2023 book worlds i see p100

also of huge interest, nov 2023,  bill gates has come out and says he now sees ai will offer personalised learning agency to every 21st c 2020s+ student - there are about 20 (societal not tech) blocks  this happening that american education system must be transparent about (eg many of these system failings go back decades) having distracted from since dad and my book 2025 report (written 1983 - 33rd year of the economist as student of von neumann -making the case that transformation of education would determine whether 8 billion humans unite beyond extinction [e-mail] - more at our series of linkedin articles ed3envoyun eg 1

 AIgamesbookpages1-2.docx  Notation - years like 1984 (jobs, gates, imagining leaps web 1-2-3) denote an intelligence crossroads that needs worldwide recursive attention opposite to assuming that the way ahead raced into was goof enough for societal democracy let alone legislative good; Indeed, as early as 1976 The Economist's survey Entrepreneurial Revolution  concluded from 1951=1975 as) the first quarter of a century of post-industrial revolution that political parties segmentation of left (labor) versus right  were no longer fit for smart democracy system design

sometimes many years of work/learning had preceded this; we'd like to hear from you particularly if you think an intelligence date-stamped eg jobs84, gates 84 should be denoted by an earlier year breakthrough; one exception in the case of neumann einstein turing we start at '51 their co-creation of brainworkers' engine type 6 (we understand they had all made heroic innovations for allies to win the wat and in einstein's cases had made energy and other engineering/science breakthroughs from early 20s; but it was 1951 that neumann widely briefed media including dad Economist's Norman Macrae etc on brainworking engines ; for our purposes the un and through its sister ITU agencu=y of all telecoms companies launched 3g in 2001; and 4g in 2009 (- both multiplied data transmission by at least 100 fold but 4g also wifi's data up and down from every gps in satellite range); seeing 5g futures would risk locally deep controverses such as whether  climate brainworking cooperation was  actionably intended by the 193 nations declaration 2015 of 17 sdgs - 

The Net (Neumann-Einstein-Turing) had started machines for brainworkers by 1951- as well as hardware their fav language model was Neural Networks -see neumann's last notes Computer & Brain)- BARD SAYS 

The concept of neural networks was first introduced in the 1940s by Warren McCulloch and Walter Pitts.

McCulloch was a neurophysiologist and Pitts was a mathematician. They were interested in developing a mathematical model of the brain that could be used to simulate human intelligence.

McCulloch and Pitts developed a simple model of a neuron that consisted of a weighted sum of inputs and a threshold function. The neuron would fire if the weighted sum of inputs was greater than the threshold function.

oddly any valuetrue sense of man-made intelligence revolutions as being by and for the peoples did not massively value NN again until 2009 in spite of Yan Lecun 1980s contributions

in 2009 two new phds on neuroscience foresaw likelihood that computer visioning brilliance depend on huge dataset assembly and training - fei-fei li dared the academic work to build gigantic imagenet and make it pivotal to a decade of annual progress competitions; hassabis and fei-fei li celebrated each other's persistence- today leading science ai connects around hassabis (Alphafold2 open sources 20000 proteins); the first proof of deep learning object recognition  came at 2012 entry to imagent from canadian students of Hinton

hence we recommend you know contexts shaped by

Li Fei Fei 1

Hassabis Demis  -co-founder Shane Legg

Hinton Geoffrey  or Bengio Yoshua 1

1 Lecun Yann 1  Convolution Net   arguably senior ny ac to see - currently in nyu with facebook, while courant institure supports deep mind google and womens engineers supported by ms t2 brooklyn

Ng Andrew- see deep learning ai short courses   

& koller Daphne; things briadened a lot with nlp/chat models but eg star with Aidan Gomez

p175 of fei-fei li book confirms first deep code stanford people liked ng, koller daphne. and trun sebastien - then the 3 became 4 with DAlly Bill chair of comp sciemce asking do you want to brim your lab to stanford

(interesting corporate - google trio pichai, brin page all stanford alumni, ceos nvidia and AI2 (Alan institute 2 is on ai alongside first institute on bio-health)  - wolfram

msT1 brooklyn - first sponsor of neuroscience schools 1 stanford, yale, elsewhere; owner ny liberty brooklyn basketball (2023 2nd in 2023 wbna to aja wilson la aces); governor barclay centre; 50 million dollar philanthropy of colored social networks; with husband supports many ny arts nets; on stanford trustee board; ny asia society laureates- its vital un has ny suburb demonstrating sdgs ai to east coast usa; ...

Neumann

Einstein

Turing

Interpersonally I dont see humans being sustainable by 2030 or ever without clearly seeing what system maps Neumann-Einstein-Turing connected for humanity. Most of the mathematical lives' times of the NET was gravitated by the experiences of being 2 immigrants to princeton from Europe's epicentre of war ; they won the science races integral to supporting the allies in winning what had generated the exponentially terrible mess of how inequitable the furst 5 engines tyoes had been applied by a few dominant empires who carved up nature's resources and classes of people (eg ranging from free to slaves to genocided against).

From the end of world war2 neumann led the agenda that the net needed to give the world machine type 6 - intelligence machiines for brainworking (see his final lectures: computer & the brain. Tragically none of the net had more than 12 years of life to plant this post-industrial revolution

The worlds they foresaw were about far more than the hardware of computers or binary coding . How did the humai brain sense the world- with sight occupying the miot central caoacity of the senses. How did languages code the whole deep diversirt oif growing up with natures in different hemisphers let alone the emergence of data beamed uo and down from GPS. As a transparency note,I may be biassed as with The Economist (and the scots system philosophy of moral sentiments economics starting with smith 1758 - his 2 main books being the last decsription of man-made markets and natural focres before engines; and a 16 yera review of howe place strateguies chnaged as engineers sperad innovation) my family became the biographer of neumann's innocation agendas for humanity.

These notes from bard on the linguistic ans social differences of The Net also provide insights on how their work's intersctions helped to bust almost every academic silo of so-called scientific man. Noite in partular chaos theiry which guages risks od science itself bing a fal approximation vis a vis interconnectedness of systems on natures overall platforms earth and space.

Albert Einstein and John von Neumann were both multilingual. Einstein spoke German, French, English, and Italian. Von Neumann spoke Hungarian, German, English, French, and Greek.

Einstein was born into a German-speaking Jewish family in Ulm, Germany. He learned to speak German as his first language. He also learned to speak English and French as a child. He was fluent in all three languages by the time he reached adulthood.

Von Neumann was born into a Hungarian-Jewish family in Budapest, Hungary. He learned to speak Hungarian and German as a child. He also learned to speak English, French, and Greek as a teenager. He was fluent in all five languages by the time he reached adulthood.

It is not clear whether Einstein and von Neumann learned their second languages at home or at school. However, it is clear that they were both exposed to multiple languages from a young age. This exposure likely helped them to develop a strong ability for language learning.

Multilingualism is a valuable skill. It can help people to communicate with others from different cultures, to access information and resources in different languages, and to learn about different cultures. Einstein and von Neumann were both brilliant scientists, and their multilingualism likely played a role in their success. Turing only spoke English fluently. There is no record of him speaking any other language fluently, although he did learn some French and German during his school years.

Turing was a brilliant mathematician and computer scientist, and his work laid the foundation for the modern field of artificial intelligence. He was also a very private person, and he did not socialize much. This may have limited his opportunities to practice speaking other languages

if you want to help un "AI the sdgs now that's possible with LLMediation) then our tic tac toe game board blends womens AI Abed Fazle, Jobs Steve (from 2001 inspiring valley to rethink whether it had human dev purpose) Gates Melinda, Chan Priscila -the best intelligence books for girls and everyone through school year 23-24

youth ai adds Stanfords Ng Andrew, Yang Jerry, and Brooklyn's Ms T&T

health foundation model & govv2.0 intels add KimJY &   Gates Bill together with ,  Guterres videoAntonio (1 2) &, Sheika Moza (please note we are taking a primarily western view in this thread; we'd start with eg jack ma if  free .to be a worldwide youth mentor not the west's political pawn..)

the ceos who world needs to demand best not shortest AI gains from appear to be Nvidia, Ai2, Google (Pichai Brin Page)

THEY KNEW https://www.c-span.org/video/?447599-1/artificial-intelligence - brockman greg co-founder open ai testified with fei=fei li congress june 2018 that trillion times more tech compute would be put into chats etc by 2028 changing education and everything imaginable https://www.c-span.org/video/?447599-1/artificial-intelligence- compare this with neumann/economist survey The Economist 1951-1984 which hypothesised trillion time more would take 60 years; we updated this from 1984 in 2025 reporting genre but trillion times? no wonder we are facing what hinton/li call 2 buckets - catatrophes eg climate if it went wring might wipe out a billion with each meta-disater, extinction- the us political scene has one engineering doctorate among ist top 500 people - they probably cannot see any deep human future unless movements demand they put some magic spex on

Jacobs is a canadian whose radical ventures fund is filling space now hinton has retired to london with canadian venture park alongside U of Toronto - ss his hosting of the key reiew of how hinton and li see the build up to today's unprecdented yerr of AI attention

marcus gary help fei-fei li publish first booklet demonstrating what national ai advisory bodies to gov could look like

below please find our alphabetic catalogue

Abed epicentre of women empowerment intel over 50 years linking up to billion poorest asian mothers networks - for quarter century without electricity:Steve Jobs hosted silicon valley 65th birthday wish party abed 2001; neither silicon valley or death of women empowerment partnerships have been same since abedmooc.com

ackoff- personally i find ackoff's simple/behavioral checklist of broken system exponentail risks essential to factor into civil debates from 1984 get go of personal intel networking rising exponential - eg he defines a broken system as one where the harder the systems historic professional/experts try the more chaos/conflict they cause- when you consider future history legacy of 1950s NE (Neumann-Einstein-Turing) it was possible to imagineer a stage perhaps 4g telecoms and brainworking engines where designing 193 nations unity was sufficient to unite 8 billion brainworkers; in a sense those behaving as historically certified public servants within a nation were likely to multiply conflicts; the economist foresaw need to proactively debate this in 25th year mediating the net's legacy where survey EntrepreneurialRevolution.city introduced 2 core ideas - historic politicking between left (labor) and right  will become meaningless in terms of renewing generations and then extinction-risking oroblem; next caoaitalism  (including efinance, egov, e-health -any deep society space and data mapping) needs to empower local community resliency at every family-building gps not just global or 193 national policy makers big media budgets; architecurally digital mediation ; intergenerational investment will need changes such as green-scale-actions not just greenwashing 

Alrman Russ hai video 31 oct Professor of Bioengineering, of Genetics, of Medicine (General Medical Discipline), of Biomedical Data Science, and, by courtesy, of Computer Science, Stanford University; Associate Director, Stanford Institute for Human-Centered Artificial Intelligence

Anderson Ray. arguably Ray Anderson benchmarked more than any turn of millennium fortune 5000 industrial sector ceo to show how a sector can profitably lead going green- but it took a decade long model and redesigned value chain architecture of suppliers towards circularity- Ray did this for the sector of carpet tiles gravitated out of his home state of Georgia- click to linkin to practising Ray's Intelligence

Andreessen serial goodtech entrepreneur/venturer in Valley since 1993 -fascinating 2023 dialogue with Condoleezza Rice

Attenborough David, arguably attenborough did more than any media influencer to argue nature's case as primary evolutionary force on earth; part of foreseeing consequeces of the NETS gift has been imagineering how transforming to a global village world means that humans are for first time playing real-time on nature's scale; if we irrersibly damage her system desins all civilisation will collapse simultaneously instead of hostory's separed collapses. our 1984 book 2025 report argued the bbc and all public briadcasrers wound have unique role to ttansition millennials life -sadly in spite of Attenborough's effors the totality of the bbc's purpose never valued this unique opporty=unity to celebrate queens english inettligence mapmakers, Attenborouh's brother Richard ditected the film Gandhi and supported UK Gangian intelligence associations in line with Einstein's advocacy of Gandhi as being the benchmark of sustainbility generation leaders In playing AIGames, we ask that your first move lists who's human intelligences you see as most advancing humanity since 1950. Of course a supplementary game would extend to intelligence legacies co-created before 1950 with Gandhi a prime source. Within this catalogue educators activating Gang=hian logics include Montessori & Freire- and overall Einstein's intents for future society.

Benioff 1 corporate leadership ai salesforce 

 berners lee 89 father www but why did he move from swizerland where G standards set to Boston and not west coast valley; extrordinaly brave work keeping open whereve big telecom tried to close but ultimately learbing web got 99% taken over by comerce web until human ai leaders reintegrated neural network a society's comeback in system design- see also negropronte mit media lab who seems to have had drams behind the scale that took over (of course some can argue that commercial monoplisation of digital would have been worse without this couple)

borlaug- 80 year cooperation action learning  curve still centre of gravity og sdg2 intelligence:billions of people were likely saved from starvation by borlaug's transformation of local agricultural producivity- The Economist once celebrated "the happiest graph in the world" as illustrating how Japan (first to update agri systems with borlaug and industrial systems with deming)  was prepared to share how its local farmers procuced 15 times more rice than eg cambodia all across the far east tropics the region with lowest life expectancy due to nutritional and dehydration crises causing up to one third of all infants to die; seed science tech offered microfranchising solutions-eg local rice production efficiency being the largest franchise replication across Asia's two thirds of human beings; given this momentum took off before the NET's gift of brainworking engines, seeing how life critical knowhow links beyond nations boundaries makes borlaug (eg global food prize) alumni an essential case catalogue for all intelligence designers 

Brilliant 1 so many passion stories why epidemiologists need a fan club even more than football (re your fav global entertainment); look at 3 worlds brilliant  life experience helps us see- how did brilliant end smallpox across asia before days of computer mapping - ie what manual network blueprint beat this infectious diseases; brilliant's deepest passion was ending unnecessary blindness - see his videos on india's aravind modeling its local solutions franchise on the consistency of mcdonalds; brilliant had started semi-0retirement on west coast after working life in asia when his ted talk demanded vieus chasing be a priority app of artificial intel algorithm experts; he was appointed as first ceo of google.org; the stories of how the valley's consciousness changed after steve jobs hosted fazle abed's 65th birthday wish party 2001 included why epidemiologists were called on to train vice chancellors of the new global university shared alumni of sdg graduates; fortunately there had also been one us university benefiting from design by epidemiologist - ie swarthmore; more generally fans od last mile health intelligence estimate the world is currently short of training 100 million last mile heath servants - see also glasgow adam smith scholars attempts to design virtually free nursing colleges; or tuition free med school at nyu; when larry was a 20 something he walked into a detroit training hospital with some dehydration; was asked if he'd also like to train to be a doctor with zero risk of student debt; in that regard us higher ed was far smarter in sustaining next generation 1960s than it is today; one more story brilliant's first job medical adviser to the band wavy gravy; after a hard year's tour circa 1968 the band went to meditate with their fav guru in the afghan hills; in those days brilliant recalls the grapevine even in the worlds most remote places was full of positive chat if americans can land on moon, soon no humaitarian mission down on earth will be impossible

 Brynjolfsson Erik western macroeconomics (as keynes feared - see warning last chapter general theory has failed 21st c humans on all exponential sustainability challenges- erik is one of the few who may be able to translate how ai decisions niw dwarf anything economis... erik, reich robert and Amy Zegart who works with Rice Condoleeza (Hoover Stanford)

@erikbryn 

@DigEconLab

 

chang maurice - one of the 4 western acknowledged greats in chip design making taiwan largest chip manufacturer until nvidia's recent challenge - of course intel started chips as a 100 times multipliuer per decade of brain machines; arm in uk may sneak in 4th; 

chen jerry 1, greylock

csikszentmihalyi https://www.google.com/search?q=csikszentmihalyi+ai Prof csik's reserach at claremont on genius showed they maximise time spent at experiential edge of their unique knowhow; 70 years ago einstein argued that transforming personalised education with AI would determine good or bad outcomes for our species. One of the biggest risks to our species appears to be educators unable to change their system and all blocks to accepting partners in transformation. The luminaries approach of hong kong yidan prize is one experiment in changing this  but open ai exchanges have run into political barriers  https://www.universitas.ai/global

Dean Jeff - founded google brain (various generative ai tools from this group include transfrmer breakthrough) ; brain and hassabis deep mind became one overall unit 2023 ; bard says dean is google contact person- eg start artists wanting to connect food and good ai

Deming e

doudno genes database crispr berkeley connector of fei-fei since 2013- a lead reviewr of ffl's world i see  (// koller daphne) -4th = womens AI 2023 (1 Fei-fe li 2 priscilla chan 3 Melinda gates)

East Hauser & Sophie Wilson put UK on the world tech map primarily with ARM chips which they conveged to make cambridge eccosystem bigger than eg oxford - see bard notes. Also arm's curent ownership somewhere between japan softbank and nviduia is in flux but nvidia has said it will maintain arm in cambridge. Notably elon musk at sunak summit called arm chips good; today hassabis deep mind may be the uk ecosystem superstar but brits can be proud of the cambridge ecosystem - particularly as things looked quite bleak when eg ICL went nowhere from the 1980s

Eshoo Anna1- represents Stanford region in DC leads create AI Act

esteva andre - around 2015 helped fei-fei li monitor when computer vision of objevcts emulated human vision error rates--now in medical deep learning ai

estonia has arguably made better investment in government suppirting human intelligence than anywhere with relatively limited resources- this also reminds us that human made intelligence is not purposefully valued as an individual dynamic even if our brains are right to want to know which human is most influencing any time we spend either learning or teaching - tallin jaan is one of estonia's intel superstars

Etchmendy1 role co-founder stanford HAI appears to be making sure every discipline and discipline sponsor joins in human ai; also neighbor ro FFL

Freire - culturally credited eg Bangladesh as one of transformative education's sources for the human develpment miracle co-worked by up to billion asian village women povert alleviators; in 1960s latin americans inspired by us mission impossible moon race - debated if we're entering mission impossible ae, what root cukture unites us; franciscan led the overall consensus; freire soon became guide of radical education matching franciscan servant leadership and ecological roile of franciscan males and matenal health of clares

Fridman Lex 1- who's who of intelligence in podcast/youtube and at MIT lectures

1 gates bill 84 changed the world by commercialisimg language ie language needed to coded standard personal computers; later 3g western worlds largest giving partnership (including buffett & )

gates melinda 015 -started to design her own foundations around womens intel (both deep community health building and lead womens ai and every women celebrating womens innovations in between 

gifford-pinchot- sadly after 1976's 25th celebration of NET (Economist's Entrepeneurial Revolution) most US social entrepreneur variants missed ER's priority on scaling and livelihood transfotaion first renewable generation needed to celebrate; two exceptions gifford pinchot intrapreneurship, and those who understood transformation of aid economics arounfd microfranchising - see abed& brilliant (we are all aware of eg mcdonalds macrofranchising; microfranchising replicates team solution with as much attention as mcdonalds but ssigns all or most of value of production to local teams local community economy not suking out prof=it from local ro ever fewer global owners)

gomes aidan- in part tutured by Hinton as well as out of oxford, changes scaling leaps of gen ai with  transformers etc - aged 20 https://aidangomez.ca/ now co-founder cohere canada see linkedin https://www.linkedin.com/in/aidangomez/?originalSubdomain=ca

hoffman reid- in humansai top 50? intellectually probably superb funding of hoffmann-yee ai student projects; recall heck of a lot of us money around either through property or backing ai- not obvious hoffman in top 50 in spite of founding linkedin sold to microsoft -compare eg doehrr new climate school stanford - question which n am spaces get race to humanise ai - valley, seattle, parts of canada where's 4th

hopfield, received his A.B. from Swarthmore College in 1954, and a Ph.D. in physics from Cornell University in 1958 (supervised by Albert Overhauser). He spent two years in the theory group at Bell Laboratories, and subsequently was a faculty member at University of California, Berkeley (physics), Princeton University (physics), California Institute of Technology (chemistry and biology) and again at Princeton, where he is the Howard A. Prior Professor of Molecular Biology, emeritus. For 35 years, he also continued a strong connection with Bell Laboratories.1996: 40 years on from Von Neumann one of only 2 people to champion neural networks at yale silliman lectures

In 1986 he was a co-founder of the Computation and Neural Systems PhD program at Caltech.

hughes  nick 07 -bottom of pyramid intelligence (foundation 1 fazle abed) - origin of designing /scaling mpesa village phone out of kenya (coroprat ), teamd with quadir family to continue bottom p

ibrahim lila now coo deepmind london with hassabis previously coursera, and barrett's team intel - see keynote aigood/itu gemevat 2023 4th= womens ai

jobs steve 84 01 08

kim JY - mid 80s started www.pih.org with pail farmers 80s; farmer doing grad studies harvard anthropolgy of mefivime while shuttling to/from from haiti startup; by 2001 kim was main partnership redesigner of global fund - pih fazle abed gates bush brilliant martha chen etc - jyk sked by obama to head world bacnk 2012- immediately set about raising younger half of world voice in multilaterals; by 2016 testified how goal 2 education would happen this century unless un ed celebrated what un tech know and both adapted to last mile solution scaling/training histirically siloised by different un branches eg goal 2 food rime, goal 3 heath who geneva, golal 4 diffused between eg unesco paris, unicey ny and digitally un nowhere as of 2016- an extrardinary reversal of 1920s when einstein still coordinated future of worldwide intel coop out of europe before escaping hitler by moving to princeton  ...

Ka-Shing one of top 5 new pro-youth university designers - see building stanfird- city campuses eg ny beijing ; many partnership HK universities- arguably hong kong's greatest philanthropist of our era

koller vid1 stanford bioscience ai but also coursera cofounder ng 23 suddenly ai and quality data biotech agri climate ...

 Krizhevsky 12 Alex with Ilya  Sustever mentored by hinton won 2012 imagenet competition- leap to deep learning (Alexnet daya subset )

Kuan Yew Singapore- more intelligent leader 7 million person island ever seen- when uk dumped singapore, yew focused on 1 jobs, 2 loving every culture, 3 good homes for everyone- singapore seems to be the one city in the world where hinancial housing bubbles have never happened and nextgeneratoin citizens support each other; singapore has also morally supported 10 asean neighbors

Lee Kai-Fu - interesting that his best-seller as recently as 2017 barely covered the big ai leaps exciting everyone in 2023; to be fair many of lee's cases are asian where there has been more blending of big businss ai and societal advances but overall this book demonstrates why wizard ai breakthroughs ate as yet designed by relatively few people and specific ecosystems such as those around stanford

Liang 1  A Manning NLP stanford- foundation models have become pivotal and Percy Liang (see also 24 october gen ai jealth summit unsummitfuture.com is a s connected as anyone at stanford in maintaining the deep ethics issues these models require; he teams up with Reich who leads stanford ethics institute-- founded together ai https://together.ai/about stack of open ai tools academic led but with key industry sponsors eg nvidia see about

manyika james  1, co-chair guterres AI risk-nations panel, at google hq Senior Vice President of Technology and Society at Google -new post reporting to ceo pichai .development of Google's AI Principles, the creation of the Google AI Research team, and the launch of the Google AI for Social Good initiative.a Zimbabwean-American academic, consultant 2 decades at mckinnsey, and business executive. He is known for his research and scholarship into the intersection of technology and the economy, including artificial intelligence, robotics automation, and the future of work. 

mohammeed shakir, at deepmind - one of pioneersof decolonial ai

negropronte mit media lab including 100$ laptop- stiry media lad began when mit architectire school asked how will our future blend with coming of digital; unlike top down policy makets , architects/engineres have to get foundations deep; they have to gravitate a generation of partnerships not juts get a first 90 days of operations profitable

Owen 84 open space technology- massively connecting emotional intelligence- eg love is -at cusp of scaling greatest community building 1984 (last real only global village townhalls, first blended.. )

(previously conference organiser system transformation: eg see ackoff- originally peace corps and training to be anglican priest when action crises overtook ..)

Perona, Pietro - back in the early 2000s - one of the few open minded supervisors of doctorates on vision connections with AI - tutor fei-fei li out of caltech- see breakthrough 2005 paper

Quadir family 96 - leaders of possibility of 2g and 3g for very poorest  women who leapt into mobile coms and solar having never seen phone or electricity in grid only age -consistent supporters telenor soros legatum abdul latif -consuent entrepreneurs fazle abed, reeta roy 

Rice Condoleezza 1 at stanfords governance institute Hoover, Rice says Li's is best (intelligence) book she has ever seen  https://setr.stanford.edu/sites/default/files/2023-11/SETR_web.pdf

Roy reeta 06 with mastercard foundation out of canada where blackberry was usable - most consistent pan-african youth investor applying eg knowhow of quadirs, abed ..and since 2012 first lady qatar moza sheika

shih, dreamforce talk clara salesforce ai -see interview fei-fei li - one of best first 3 weeks of book worlds i see demonstarting depth of both clara's and fei-fei love of advancecing ai and in this case skils augmentaion - host podcast - ask more of ai (stanfird alumn)

Suleyman Mustafa 1 fascinating character -

over the next few years everybody is going to have their own person...

been at start of many deep data projects as well as co-founder deep mind which he now seems to have left- from london now in ca with hoffman investment inflection ai and new book Coming Wave (back in london would be interesting to follow up his nih ai work and association with the economist)

Sutskever Ilya 1with Krikhevsky Alex won 2012 imagenet - whence deep learning

Sutton Richard Deep Mind & Deep Learning Reinforcement book :

• Richard S. Sutton is a Canadian computer scientist and a Professor of Computing Science and AITF Chair in Reinforcement Learning and Artificial Intelligence at the University of Alberta, and also Distinguished Research Scientist at DeepMind.
• Andrew G. Barto is a professor of computer science at University of Massachusetts Amherst, and chair of the department since January 2007. His main research area is reinforcement learning.

Tata, in 20th c the greatest dev miracles seem to have been built by intergenerational design of inclusive business models at least 51% in trust of national advancemenr of all inluding historically most marginalised - this explains banglagesh's human dev odel eg by dazle abed and tata appears main exemplar in Indian

torvaulds kept 3g-4g age open sourced

EA- 10 years ago i was late visting uae (about 20th Asian country on my family's 60 east-eest conuntries X; lesson 1 uae hosts world class summits and then chooses innovation expertises it wants to add- it will make some great ai choices -see eg selectors in chief eg  Amar ALolama

Ultrasun Raquel 1 - now waabi & co-director vector toronto - previously chief scientist uber

Vogel - Eastern two thirds of humanity connected by consciousness culture different from west's golden rule- i fing Ezra Vogel far deepest diarist of orients last 2000 years translated for western appeciation

Wales Jimmy 01 credited with inventing wikipedia with larry sanger; demonstartes what could have been done as does eg khan academy later if the broken system (Un sibce 2016 Eg JYKim testimony sept 2016- originn of un2 roadmapping and now guterres tech envvoy which is us student endebted 21st c education had transferred 0.5% to digital every year since 1989

Williams neville us longest running green entrepreneur- carters envoy for sustainable energy follwed up by barefoot solar partnerships across many nations (see self)

Wilson picks up melinda gates relay baton with dear black girl published after worlds i see

Yat siu's approach led out of hong kong is unique and one of the few to keep nft coomunity finace valid -see yat siu entry at world record jobs

Yunus Monica 01+ after 9/11 decided to do more that develop as oper sinager starting www.singforhope.org and carefully linking in most of ny's most committes music partners (Juillard +); from 08 saw obam versus clainto versus her dad muhamad yunus fail to unite around resolb=ving subprime crisis in favor of younger half of world; has h=kepmarts out of the greenwasj=hing politics that has since spun,..to be very clear muhamad yusnu top 10 concepts of 2008- eg a shared belt road corido or myanmar bangladesh china were absolutely essential to region but the partner fudning and busienss modeling never even got started

Zhao Houlin - launched itu into aifirgood portal (cornerstone of un tech envoy emergence from 2016 when ed review of sdg4 said impossible with out redesigning un2 orund digital cooperation) and summit from 2017 during his last 6 years heading itu after decades connecting out of geneva

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z corporates -i will be doing more reserch on the corporate list who attended eun ai safety summit nov 2023- I am expecting for example many fortune 500 companies to have larger ai budgets by 2027 than most nations - which is one reason why we primarily catalogue persons and their alumni who are innovation ai good- we welcome discussion if you think we are missing way to see whose intelligence worlds partnerships are designing ai to get back to the goals all 193 nations of UN promised to unite humans round in 2015 - as yet we see far more risk that nations are not going tp invest in in enough good ai than that too much ai will take over from humanity- we also remind non native english speakers - articificial applied to engines = man-made

• Adept
• Aleph Alpha
• Alibaba
• Amazon Web Services
• Anthropic
• Apollo Research
• ARM
• Cohere
• Conjecture
• Darktrace
• Databricks
• Eleuther AI
• Faculty AI
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[chris macrae]

! Ian Goodfellow is a prominent researcher in the field of artificial intelligence, best known for his invention of Generative Adversarial Networks (GANs). Here's a breakdown of his contributions:

Ian Goodfellow:

• Background: Goodfellow is a computer scientist with a strong background in machine learning. He has worked at prestigious institutions like Google Brain and Apple, and currently holds leadership positions in the field of AI research.

Generative Adversarial Networks (GANs):

• Concept: GANs are a class of machine learning systems that involve two neural networks competing against each other.
  • Generator: This network creates new data (like images, text, or music) that is similar to real-world data.
  • Discriminator: This network tries to distinguish between the real data and the generated data.
• The Competition: Through this ongoing competition, the generator network gets better at creating realistic data, while the discriminator network gets better at identifying fakes.

Impact of GANs:

• Generating Realistic Data: GANs have revolutionized the field of generative modeling. They can be used to generate incredibly realistic images, videos, and even audio samples. This has applications in various fields, including:
  • Art and Design: Creating new artistic styles, generating realistic textures, and developing new creative tools.
  • Medicine: Simulating medical images for training purposes or drug discovery.
  • Entertainment: Generating special effects for movies and video games.

Further Developments:

• Beyond Images: GANs are no longer limited to image generation. They are being applied to generate text formats, translate languages, and even create new music pieces.

Overall:

Ian Goodfellow's invention of GANs has had a significant impact on the field of artificial intelligence. These powerful systems are constantly evolving and hold promise for various applications in the future.

Here are some additional resources you might find interesting:

• Ian Goodfellow's Website: https://scholar.google.ca/citations?user=iYN86KEAAAAJ&hl=en
• A Beginner's Guide to Generative Adversarial Networks: https://machinelearningmastery.com/what-are-generative-adversarial-networks-gans/
• How GANs Learn: https://www.youtube.com/watch?v=9gQt6Vqb854