. 2022-3 welcomes you to 15th annual players cards of world record jobs - how to play games version of WRJ
Health we continue to value alumni of Brilliant, Nightingale (doubly so given Ukraine situation) , the women who built a nation round last mile health care with Fazle Abed.,Abed's 21st C comrade spirit Jim Kim without whom the signature transformation of UN leader Guterres : UN2 that proacts engineering/entrepreneur/education/Servant leader smarts into any silo of old gov probably would not be with us
WorldClassDaos recommends we leap into better 2020s best place to start: HONG KONG as WorldClassEngineer laureate of 2022. While dad, norman macrae, coined term Entrepreneurial Revolution in The Economist 1969. Friends think there would be few problems in the world if every 1/1000 of humans were as energetic multi-win traders as Hong Kong, Hong Kong is leading 21st coming of age with unprecedented co-creativity geared to making sure web3 serves communities in ways no previous web 2, 1 or tele media (arguably only attenborough beat off vested interests to sustain 50 years of consistent tv storytelling access -moreover web3 has emerged out of a radical fintech foundation with concept of Satoshi 2008 intended to be a decentralised solution to serial abuse of communities by subprime banking
JOTTINGS: Nightingales deliver motion for UNGA77 .why love Stanford. (rules options) ::
top 2 alumni networks to cooperate with remain Fazle Abed & Von Neumann-; with urgent appearance of web3 as make or break sustainability generation we've spent time zooming up bop-eg Singapore Players, ..... more WRJ
Upd Fall 2023 - Worlds AI see change everyone's futures; Musk headline on need for 3rd party referee is transnational ai summit's deepest intelligent momentupd valentines 2023 ...Join us at twitterversal.com and TAO: Twitter Autonomy Opsworldclassdaosgreenbigbang invites you to have a sneak at our new picks for 2023 if you are comfy with messy searchesSDGs rising by valuing women's productivity emulating mens
Coming soon Tao.dance- dance then wherever you may be for I am the oak tree of nature's dance said (s)he
If you are going to help save 2020s world from extinction (let alone putin!) the top 50 people you'll need to learn and action with will be a deeply personal combo- GAMES OF WRJ #1 edit 50 playing cards from WRJ -ask a friend to do likewise- see how many common choices you made -then choose one to keep your friend had not chosen and voce versa - by all means add in your own selections- keep updating your 50 cards aide memoire.. bon courage - who need to be at WRJ? rsvp chris.macrae@yahoo.co.uk..*
9/8/18 paul oyer: fei-fei li : lei zhang - WE WELCOME q&a THE MORE MATHEMATUCAL OR HUMAN THE BETTER chris.macrae@yahoo.co.uk MA stats cambridge 1973

2016 bangladesh schools go edigital nationwide :: brookings video :: Bangla video :: brac how's that
1/1/21 we have entered the most exciting decade to be alive- by 2030 we will likely know whether humans & tech wizards can save futureoflife- tech surveys indicate odds of accomplishing this greatest human mission would be lot less without spirit of a chinese american lady at stanford-...
bonus challenge for those on road to glasgow cop2 nov2021: future 8 billion peoples want to value from 2021 rsvp chris.macrae@yahoo.co.uk

GAMES of world record jobs involve
*pack of cards: world record jobs creators eg fei-fe li ; fazle abed ...
*six future histories before 2021 starts the decade of empowering youth to be the first sustainable generation.

problem 99% of what people value connecting or doing to each other
has changed (and accelerated in last three quarters of a century- while laws, culture and nature's diversity and health are rooted in real-world foundations that took mother earth 1945 years to build with -and that's only using the christian calendar

1995 started our most recent quater of a century with 2 people in Seattle determined to change distribution of consumers' markets - the ideas of how of bezos and jack ma on what this would involve were completely different except that they changed the purpose of being online from education knowledge to buying & selling things -
nb consuming up things is typically a zero-sum game or less if done unsustainable- whereas life-shaping knowhow multiplies value in use
from 1970 to 1995 knowhow needed to end subsistence poverty of over a billion asian villagers was networked person to person by women with no access to electricity grids- their number 1 wrjc involved partnerships linked by fazle abed - borlaug's crop science was one of the big 5 action learnings -its person to person application saved a billion people from starvation; the first 185 years of the machie age started up bl glasgow university's smith an watt in 1760 had brought humans to the 2 world wars; when people from nearly 200 nations founded the united nations at san francisco opera house 1945 chances of species survival looked poor- miraculous;y one mathematician changed that before he died 12 years later- john von neumann's legacy was both the moon race and twin artificial intel labs - one facing pacific ocean out of stanford; the other facing the atlantic out of mit boston .. who are top job creating economists by practice - health -refugee sports green hong kong..where are top tour guides around billionaire 1 2 around poverty,,, we the peoples ...

Monday, July 31, 2023

ilya sutskever


Ilya Sutskever

Co-founder and Chief Scientist of OpenAI.

I spent three wonderful years as a Research Scientist at the Google Brain Team.

Before that, I was a co-founder of DNNresearch.

And before that, I was a postdoc in Stanford with Andrew Ng's group.

And in the beginning, I was a student in the Machine Learning group of Toronto, working with Geoffrey Hinton.



Google scholar profile

RNN text generation demo

  • Publications: Sutskever has published extensively in top academic journals and conferences. Some of his most notable publications include:
    • "Sequence to Sequence Learning with Neural Networks" (2014): This paper introduced the idea of sequence-to-sequence learning, which is now a fundamental technique in natural language processing and machine translation.
    • "ImageNet Classification with Deep Convolutional Neural Networks" (2012): This paper introduced the AlexNet architecture, which was one of the first deep convolutional neural networks to achieve state-of-the-art results on the ImageNet image classification challenge.
    • "Generative Adversarial Networks" (2014): This paper introduced the idea of generative adversarial networks, which are now a powerful tool for generating realistic images, text, and other data.
  • YouTube: Sutskever has a YouTube channel where he posts videos about AI, machine learning, and other topics.
  • Twitter: Sutskever is active on Twitter and often tweets about AI, machine learning, and other topics.
  • Blog: Sutskever has a blog where he posts articles about AI, machine learning, and other topics.

Yes, you are correct that Sutskever was mainly London-based until recently moving over to Mountain View. He was a research scientist at Google DeepMind in London from 2012 to 2017, and then he became a co-founder and research director of OpenAI in California. In 2021, he moved to OpenAI's headquarters in Mountain View.

 Kaiming He is a Chinese computer scientist and engineer. He is currently a research scientist at Facebook AI Research (FAIR). He is also an adjunct professor at the National University of Singapore. He is known for his work on deep learning, and he is one of the co-inventors of ResNet, which is a popular deep learning architecture.

He received his Ph.D. in computer science from the University of Tsinghua in 2014. He then joined Google Brain as a research scientist. In 2017, he joined FAIR. He has published over 100 papers in top academic conferences and journals. He is a recipient of the 2019 ACM SIGKDD Innovations Award.

He is a leading expert in deep learning, and his work has had a significant impact on the field. He is also a strong advocate for open science, and he has made his research code and data publicly available.

Here are some of his notable contributions to the field of deep learning:

  • ResNet: He is one of the co-inventors of ResNet, which is a popular deep learning architecture. ResNets have achieved state-of-the-art results on a variety of tasks, including image classification, object detection, and natural language processing.
  • Deep Residual Learning for Image Recognition: This paper introduced ResNets and demonstrated their effectiveness on image classification.
  • Identity Mappings in Deep Residual Networks: This paper introduced the concept of identity mappings, which are a key component of ResNets.
  • Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition: This paper introduced spatial pyramid pooling, which is a technique for improving the performance of convolutional neural networks on object detection and segmentation tasks.

He is a leading figure in the field of deep learning, and his work is helping to shape the future of artificial intelligence.

Monday, July 24, 2023

Lila Ibrahim - personnel leader at Hassabis Deep Mind AI London

 FT Interview (fav leade former intel leader craig barrett- 3 things that interested us barrett 2008- transparncy on how many ceos  had turned blind eye to subprime- suppporter of intel as social business partner of bangladesh women empowerment; a lead sponsor in thundebird business school and michael crows leadership of pro-yuth university arizona state u

aiforgood keynote- july 2023/ itu - un geneva


Wikipedia good account of Ms Ibrahim's extraordinary exp learning netoirking Lila Ibrahim is the Chief Operating Officer of DeepMind, co-founder and chair of Team4Tech, and a member of the UK AI Council.[1] Her previous roles include Chief Operations Officer at Coursera, Senior Operating Partner at Kleiner Perkins Caufield & Byers, and Chief of Staff to Intel CEO and Chairman Craig Barrett.[2]

Early life and education[edit]

Ibrahim studied electrical and computer engineering at Purdue University, and remains on their board of advisors.[3] She earned her bachelor's degree in 1993.[4] She was a member of the sorority Phi Sigma Rho.[5]


Ibrahim started her working life in 1993 at Intel, where she was as an engineer on the Pentium processor.[6] During 18 years at Intel she held various technical, marketing, and leadership positions, including serving as Chief of Staff for Craig Barrett. Her work included leading the Digital Village initiative which delivered education and e-governance from the Amazon to Africa,[6] leading Intel's Developer Forum, leading the Emerging Market group based in China developing the classmatePC business, and establishing DVD standards for PCs.[4] In 2000, she took a two-month sabbatical to build a computer lab in the Lebanese orphanage her father grew up in.[7] She took her experience back to Intel, where she built technology for K-12 education.[7] Working on a national initiative with Portugal, she delivered 400,000 computers and trained 30,000 teachers in one year.[8]

In 2007, Ibrahim was recognised by the World Economic Forum as a Young Global Leader.[9] In 2009, she was featured on the cover of ForbesWoman for her role promoting women in technology.[5] In 2010, she was awarded the Anita Borg Institute Women of Vision Award for Social Impact,[6][10] and was appointed Purdue University's Outstanding Electrical & Computer Engineer.[8] She sat on the Global Council of Thunderbird School of Global Management.[4] She was further recognised by the Aspen Institute as a Crown Fellow in 2011 and a Braddock Scholar in 2012.[3] As part of her Aspen Institute fellowship, she worked with Julie Clugage to create Team4Tech, a program which partners volunteers with educational projects in the developing world.[7][2]

Ibrahim was appointed Chief of Staff at Kleiner Perkins Caufield & Byers in 2010. Through Kleiner Perkins Caufield & Byers she began to work with Coursera. Ibrahim was made President of Coursera in 2013, later Chief Business and Operating Officer, and remained there until 2017.[11][2] During this time she was appointed to the U.S. Secretary of Commerce's National Advisory Council on Innovation and Entrepreneurship.[12][13] From 2015 to 2019, she was on the board of the American news corporation Gannett.[14] She was a keynote speaker at the 2016 Pioneer Summit, and the 2017 South by Southwest conference in Austin.[15][16]

In April 2018 Ibrahim was appointed Chief Operating Officer of DeepMind,[17][18] where she is responsible for managing the company's growth.[19] She continues to mentor young entrepreneurs.[20] Ibrahim is an advocate for increasing women's representation in technology.[21]

In 2019, Ibrahim was named to UK Business Insider's lists including Most Influential Leaders Shaping Business Tech (#13) [22] and the Most Interesting & Impactful Women in Tech (#5).[23]

In 2021, she was appointed to the UK AI council.[1]

Ibrahim is featured in the Notable Women in Computing cards.[24]


  1. Jump up to:a b "UK AI Council Membership"GOV.UK. Retrieved 2021-08-31.
  2. Jump up to:a b c "Welcoming Lila Ibrahim to Coursera | Coursera Blog"Coursera Blog. 2013-08-20. Retrieved 2018-04-25.
  3. Jump up to:a b "User Profile - AGLN - Aspen Global Leadership Network"AGLN - Aspen Global Leadership Network. Retrieved 2018-04-25.
  4. Jump up to:a b c "Ms. Lila Ibrahim Liebat"Electrical and Computer Engineering - Purdue University. Retrieved 2018-04-25.
  5. Jump up to:a b "Lila Ibrahim | Phi Sigma Rho"www.phisigmarho.org. Archived from the original on 2018-04-29. Retrieved 2018-04-25.
  6. Jump up to:a b c "Lila Ibrahim - AnitaB.org"AnitaB.org. 2010-10-01. Retrieved 2018-04-25.
  7. Jump up to:a b c "The Story of Team4Tech"Team4Tech. December 2012. Retrieved 2021-09-06.
  8. Jump up to:a b "Team | Team4Tech™"www.team4tech.org. Archived from the original on 2018-05-02. Retrieved 2018-04-25.
  9. ^ "Lila Ibrahim"World Economic Forum. Retrieved 2018-04-25.
  10. ^ AnitaB_org (2010-05-13), Lila Ibrahim 2010 Women of Vision Award Winner for Social Impact, retrieved 2018-04-25
  11. ^ "Coursera has ousted several senior executives along with many rank-and-file staffers"Recode. Retrieved 2018-04-25.
  12. ^ "U.S. Secretary of Commerce Penny Pritzker Announces New Members to Serve on the National Advisory Council on Innovation and Entrepreneurship"Department of Commerce. 2014-10-14. Retrieved 2018-04-25.
  13. ^ "Lila Ibrahim - National Advisory Council on Innovation and Entrepreneurship (NACIE) Board (2014-16) | U.S. Economic Development Administration"www.eda.gov. Retrieved 2018-04-25.
  14. ^ "2021 DEA: Lila Ibrahim"Purdue University: College of Engineering. Retrieved 2021-09-06.
  15. ^ "SXSW 2017 Schedule"schedule.sxsw.com. Retrieved 2018-04-25.
  16. ^ "Lila Ibrahim, Chief Business Officer of Coursera, to Speak at GSV Pioneer Summit". Retrieved 2018-04-25.
  17. ^ "Exclusive: DeepMind hires Lila Ibrahim as first COO"Axios. 11 April 2018. Retrieved 2018-04-25.
  18. ^ "DeepMind Hires Lila Ibrahim as First Chief Operating Officer"Bloomberg.com. 2018-04-11. Retrieved 2018-04-25.
  19. ^ "Taking DeepMind to the next level: welcoming Lila Ibrahim as our first Chief Operating Officer | DeepMind"DeepMind. Retrieved 2018-04-25.
  20. ^ University, Carnegie Mellon. "Meet the Mentors - Swartz Center for Entrepreneurship - Carnegie Mellon University"www.cmu.edu. Retrieved 2018-04-25.
  21. ^ "Do This the Next Time You Notice Sexism at Work"Fortune. Retrieved 2018-04-25.
  22. ^ "UK Tech 100: The 100 most influential people shaping British technology in 2019"Business Insider.
  23. ^ "UK Tech 100: The 30 most important, interesting, and impactful women shaping British technology in 2019".
  24. ^ "Notable Women in Computing".