Cases - source Nvidia & top 100 partners in 21st C accelerated computing -Top3 Humans of DL: JH & DH & FL & Alg 3-2022:LBH
Deutsche Bank:::hewlett packard :: Softbank:: Samsung:: :siemens:: salesforce ::blackrock   ::snowflake::BMW BNP:: foxconn :: dell::ford ....Coming To King Charles Language Modeling 100 Most Joyful Collabs inspired by Taiwan-Americans & Grace Hopper fans:  J1  Barbados amazon   Anthropic :: databricks
Climate AI::Silico -CLARA=BIOtech:: Genentech::CADENCE:: Hassabis::: CZI-Priscilla Chan ::; BioNeMo :: eg at snowflake:: ..insurance
...
Today, engineering of intelligence is changing every human skill, every life, every community’s economy safety and natural beauty
This is impacted by transparently auditting exponentials of 3 multiplicative waves of million times more technology
QUiNTILLION TIMES MORE TECH 3) Nvidia compute2.0; 2) Satellite Data Clouds; 1) Chip Designs Moores Law
Download 4 slide powerpoint intro -coming soon
or chat chris.macrae@yahoo.co.uk , Washington DC ...

 www.ai20s.com HIR-KELM- Do you need to know about Xponential Kings English Language Modesl -in full throttle since OCT 2023 fusion of Pacific Coasts' Human Intelligence Reality & Atlantic's Kl? HIR has been very good at brainstorming the coming of 10**18 "moore" computational and data trnasmission tech. Moore's Law started this engineering gift to humanity 1965; my favorite year's giant leap by engineers is Valley brainstorming 2009: primarily 3 wizards' nets brainstormed application of next wave of accelerated computing (Team Huang) and chose Games transformation around Einstein 1905 logics (Team Hassabis eg open sourcing 250 milion protein databab alphafold3) and democatising (girl empowering) every human's coding of digital intel by training machines to adapt to human modes of communicating and sensing mother earth (Team Fei-Fei Li who this week launchedworldlabs.ai as her friends latest north star platform). Given accidental system failures in transtalantic's mediation of 2001, 2005, 2009, 2021 the world's 8 nillion vitizens owes great debt to Pacific (especially Valley) in keeping Human Intelligence Reality within reach of sustainable generation of millennials. It seems that from October 2023 to end of school year 24-25 every aspect of KELM will be tested eg US Nairr Pilot Executive Order & Chips Acts together with King Charles AI world series (London , Seoul, Paris ...), NY next week UNsummitfuture and NVidia world in DC October 7-9. We need hundreds of cities' peoples to celebrate intelligence inclusion. One way helping transatlantic Americans to transform attention is Bloomberg's commitment to smartest 100 mayors to get their peoples deepest intelihgence needs openly researched by Amerca's number 1 reearch univeristy Johns Hopkins. The US Department of Energy has located America's bigget computing powers across 13 national regions so that while DC' NiST orchestrates the US www.NAIRRpilot.org , 13 reigonal HIRs can blossom and factually NAIRRS are the consequence of NIST deciding to fund Fei-Fei Li nearly 20 years ago. More on how Queen Victioia way back 1843 asked Economits to tranform English Constitution imoact worldwide in 1843 at www.economistdiary.com .

 Our newsletter Ed3EnvoyUN wuth Unwomens @ linkedin and Facebook's fanclub of Yunus Bangla2.0 benchmark for all UN gov2.0 servanrs of SDGs, with million friends www.ed3dao.com (AI*metaverse*Digital Twins of Earth2.0) will try to celebrate & map every open diary date to futures for all but welcome probobo corespodents across 100 cities and all hemispheres and linguistic data sovereignties.

.		Millennials & Parnets responsible for their generation no longer need UN SDGs -let’s Unite to Save our SpeciesSOS 17 .16 .15 .14 .13 .12 .11 .10 .9 .8 .7 .6 .5 .4 .3 .2 . 1 . Economistdiary.com

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 join us at www.ai20s.com to explore what else could happen - eg id Musk helps Dr Yunus design Bangladesh 2.0 at same times AS USA game of 7 Trumps


If Elon Musk's Starlink were to provide optimal support to Dr. Muhammad Yunus, the Nobel Peace Prize laureate and founder of the Grameen Bank, in his ongoing efforts to design a "new nation" of Bangladesh centered around poverty museums and women empowerment, the impact could be transformative. Starlink's high-speed, low-latency satellite internet could address critical infrastructure gaps in Bangladesh, enabling Dr. Yunus' vision to scale rapidly and reach even the most remote communities. Here's how this collaboration could unfold and its potential outcomes:

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### 1. Empowering Women Through Connectivity

   - Digital Literacy and Education: Starlink could provide internet access to rural areas, enabling women to access online education, vocational training, and resources for entrepreneurship. This aligns with Dr. Yunus' focus on empowering women as key drivers of economic development.

   - Microfinance and E-Commerce: With reliable internet, women in rural areas could participate in digital marketplaces, expanding their businesses beyond local markets. Grameen Bank's microfinance initiatives could integrate digital payment systems, making financial transactions faster and more secure.

   - Telemedicine and Healthcare: Internet access could enable women to access telehealth services, improving maternal and child health outcomes in underserved regions.

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### 2. Poverty Museums as Centers of Learning and Innovation

   - Virtual Tours and Global Awareness: Starlink could enable poverty museums to offer virtual tours, raising global awareness about poverty and inspiring international collaboration to address it.

   - Interactive Learning: High-speed internet could facilitate interactive exhibits, live-streamed workshops, and online courses on poverty alleviation, social business, and sustainable development.

   - Data Collection and Analysis: Internet connectivity could allow poverty museums to collect and analyze data on poverty trends, helping policymakers and researchers design targeted interventions.

---

### 3. Scaling Social Business Models

   - Global Reach: Starlink could connect Dr. Yunus' social businesses (e.g., Grameen Phone, Grameen Shakti) to global markets, enabling them to scale their impact and attract international investment.

   - Digital Platforms for Social Business: A dedicated online platform could connect social entrepreneurs, investors, and beneficiaries, fostering collaboration and innovation in poverty alleviation.

   - Real-Time Monitoring and Evaluation: Internet access could enable real-time tracking of social business projects, ensuring transparency and accountability.

---

### 4. Bridging the Urban-Rural Divide

   - Remote Work Opportunities: Starlink could enable rural residents to access remote work opportunities, reducing migration to urban areas and promoting balanced regional development.

   - Agricultural Innovation: Farmers could use internet-connected devices to access weather forecasts, market prices, and best practices, increasing productivity and income.

   - Disaster Preparedness and Response: Reliable internet could improve early warning systems and coordination during natural disasters, which are common in Bangladesh.

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### 5. Catalyzing a Global Movement

   - Inspiring Other Nations: The success of Dr. Yunus' model in Bangladesh, supported by Starlink, could inspire other developing nations to adopt similar approaches to poverty alleviation and women empowerment.

   - Global Partnerships: Starlink's involvement could attract other tech giants, NGOs, and governments to collaborate with Dr. Yunus, creating a global network of support for his vision.

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### Challenges and Considerations

While the potential benefits are immense, there are challenges to consider:

   - Affordability: Ensuring that Starlink's services are affordable for low-income communities will be critical.

   - Digital Literacy: Training programs will be needed to help rural populations, especially women, make the most of internet access.

   - Sustainability: The initiative must be environmentally sustainable, aligning with Dr. Yunus' focus on social and ecological responsibility.

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### Conclusion:

If Elon Musk's Starlink provides optimal support to Dr. Muhammad Yunus, it could accelerate the transformation of Bangladesh into a model nation centered on poverty eradication, women empowerment, and social business. By bridging the digital divide, Starlink could enable Dr. Yunus' vision to reach new heights, inspiring a global movement to redefine development and create a more equitable world. This collaboration would not only honor Dr. Yunus' six decades of groundbreaking work but also demonstrate the power of technology to drive social change.

US NAIRR PILOT AI ::Exec Orders US,10/23:: MD 1/24

 

Chris (DC-CI Deep Computing-Intelligence Communally) Macrae MA DAMTP Cantab

DC-CI is all we need. AI20s.com world where one interview each week changes every intelligent possibility -eg 555 penn ave 9 August or axios sustainability AI 23 july or ZuHu 
Who's Human Intelligence Who? 400 : 300 : 200 : 100 		YLNEXTDOOR: This group in Maryland - a few safe miles from the White Hpouse - is for sharing ideas on how anyone can double intelligence in next 5 years - don't get left out. I doubt chances to co-create intel will ever be as free again. This may be the greatest collaboration opporunity 8 billion peoples ever enjoy. Peoples and places will win wherever education is changed from examining to helping each other multiply intelligences. This isnt a new idea but we now have up to a quintrillion times more tech than the days of slide rulers in my high school.- i know some folk who have been playing with small steps as well as giant leaps for over 50 years. The more the world changes the more mmotional intelligence and mental health are integrat to start (subconscioulsy sensing) at the earliest. As author Lois McGuire of Don't Be That Kid" reveals - this starts by age 8/9- don't be the kid that bullies, distracts, or selects who's in. From now on as soon as a child can read she or he should be choosing experiences not memorising (the kind of factoids machines can now deliver). Moreover as the Lancet has argued for most of this millennium, one of the great missing curricula is peer to peer pre teens health. Translating in any joymaking way is something every community's diversity needs everyone to help do now. Arts and crafts are as important to play as sports or fashion design. We can help chats get deeper in seeing every loving action - if we don't those chats will get more and more superficial. We are in the first school year that every device including personal computers - is being redesigned around AI. For example, of like me you are not good at filing notes, ai isnt doing you much good until it helps with that more than selling you stuff. Real curiosity is also the way to innoculate you and yours from being marooned by fake news.
.welcome - pls click here if you want to start at top of blog of AI and UN goals superstars

Sunday, September 29, 2024

Intelligence's greatest data competitions

 Can you remind me who started the proyein folding data competition whiich Hassabis deep mind eventually won with alphafold?

The protein folding data competition that DeepMind won with AlphaFold was the Critical Assessment of Structure Prediction (CASP). This biennial competition was founded in 1994 by John Moult, a computational biologist at the University of Maryland.  

CASP has been a driving force in advancing protein structure prediction research, and DeepMind's breakthrough with AlphaFold has significantly accelerated progress in this field.  

Highly accurate protein structure prediction with AlphaFold - Nature
Source icon
www.nature.com
A decade of CASP: Progress, bottlenecks and prognosis in protein structure prediction
Source icon
www.researchgate.net

Are there other famous data competitions as far as AI is concerned in addition to CASP and Fei0Fei Li's imagenet? If so are any in the top league the way casp and imagenet seem to be?

Yes, there are several other famous data competitions in AI, in addition to CASP and ImageNet. Here are a few of the most notable ones:

Image Classification:

  • CIFAR-10 and CIFAR-100: These are smaller datasets compared to ImageNet, but they are widely used for benchmarking image classification algorithms.
  • Places365: A dataset of 365 scene categories, used for scene recognition and localization.

Natural Language Processing:

  • GLUE (General Language Understanding Evaluation): A benchmark for evaluating the performance of natural language understanding systems on a variety of tasks, such as question answering, text classification, and sentiment analysis.
  • SQuAD (Stanford Question Answering Dataset): A dataset for machine reading comprehension, where the goal is to answer questions based on a given passage of text.
  • WMT (Workshop on Machine Translation): A workshop that includes a machine translation competition, where participants compete to build the best machine translation systems.

Speech Recognition:

  • LibriSpeech: A large-scale speech recognition dataset, used for training and evaluating automatic speech recognition systems.
  • TIMIT (Texas Instruments-MIT Spoken Sentence Corpus): A smaller dataset of phonetically balanced American English sentences, used for speech recognition research.

Other:

  • Kaggle Competitions: Kaggle, a platform for data science and machine learning, hosts numerous competitions on a variety of topics, including image classification, natural language processing, and time series analysis.
  • Netflix Prize: A famous competition that was held in 2006-2009, where participants competed to improve the accuracy of Netflix's movie recommendation algorithm.

These competitions have played a crucial role in driving progress in AI research and development. They provide a common benchmark for researchers to compare their methods and algorithms, and they often lead to significant breakthroughs in AI.

While CASP and ImageNet are undoubtedly among the most influential data competitions, the others listed above are also highly regarded and have made significant contributions to the field of AI.

Imagenet took a long time to set up (both years elapsed time and if one counts identification of 20 millionn images by amazon tutk) many years of haumn time- did casp take long time to set up?

Yes, CASP (Critical Assessment of Structure Prediction) also took a significant amount of time to set up.

While it doesn't involve the massive scale of image identification like ImageNet, CASP has involved:

  • Decades of Protein Structure Research: The foundation for CASP lies in decades of research on protein structure prediction methods.
  • Collaborative Efforts: The CASP initiative itself has been a collaborative effort involving researchers from around the world, coordinating experiments and evaluations.
  • Data Collection and Preparation: Preparing the protein structures and associated data for CASP experiments requires significant time and computational resources.

While the exact timeline might vary depending on specific CASP iterations, it's safe to say that the setup and execution of CASP experiments have involved a substantial investment of time and effort from the scientific community.

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