Tuesday, July 18, 2023

Water Lily: (BD - National flower of Bangladesh): Recording Sat 7/15/23 @WorldUnivAndSch @WUaSPress Monthly Business Meeting & Video (& Text) Minutes * * * LinkedIN & Twitter + The open M, 7/17/2023 @WorldUnivAndSch @WUaSPress #WUaSNewsAndQA Recording & Announcements * * * * Excited for when we can add first genes back into our body minds for specific aging reversal processes, FDA approved * * * With #LargeLanguageModelsForBiology building on Google's #LLM expertise w 1) LaMDA 2) PaLM 3) BERT, How best to develop 1 #RealisticVirtualEarth #ForBiology (& for Aging Reversal Genetics too)? * * * Popular open-source #LargeLanguageModels GPT-4 by OpenAI, LaMDA by Google + - Generative Pre-trained Transformer ... * * * searched 'best books on the genetics of aging reversal': "A Science-Based Review of the World’s Best-Selling Book on Aging" ~ mentions "Lifespan: Why We Age and Why We Don’t Have To" (Sinclair & LaPlante, 2019) . . . with a paper on Drosophila fly life extension in this NIH.gov article too * * * Is Google Bard a large language model? Yes * Is google bard machine learning? Yes ~ Both Google Bard and ChatGPT use natural language models and machine learning to create their chatbots, but each has a different set of features * * Google Large Language Models - LaMDA by Google PaLM by Google BERT by Google https://spotintelligence.com/2023/06/05/open-source-large-language-models/ but Bard by Google isn't mentioned here


Recording Sat 7/15/23 @WorldUnivAndSch @WUaSPress Monthly Business Meeting & Video (& Text) Minutes 

Video (& Text) Minutes Sat 7/15/23 @WorldUnivAndSch @WUaSPress #WUaSMonthlyBusinessMeeting Recording 
@BillGates @aparnacd @davidchalmers42 @DrCaliff_FDA Friendly greetings,
Scott













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Sat 7/15/23 @WorldUnivAndSch @WUaSPress Monthly Business Meeting Recording 
-https://scott-macleod.blogspot.com/2023/07/wanglo-tribulus-cistoides-arb-national.html @BillGates @aparnacd @davidchalmers42 @DrCaliff_FDA Best wishes, abolitionally, Friendly greetings,
Scott












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LinkedIN & Twitter + The open M, 7/17/2023 @WorldUnivAndSch @WUaSPress #WUaSNewsAndQA Recording & Announcements 



LINKEDIN

M 7/17/23 @WorldUnivAndSch @WUaSPress #WUaSNewsAndQA > FREE MIT OCW-centric #WUaSUnivs' degrees
https://youtu.be/4xWDJp-VPaM
-https://www.youtube. com/@ScottMacLeodWorldUniversity/videos Recording & #YoutubeText >
https://worlduniversityandschool.blogspot. com/2023/07/m-71723-recording-of-worldunivandsch.html
& https://scott-macleod.blogspot. com/2023/07/romdul-flower-bh-national-flower-of.html Begin learning w https://csfirst.withgoogle. com/s/en/home or #WikiTeach ~

https://twitter. com/WorldUnivAndSch/status/1680969347118899200

https://twitter.com/WUaSPress/status/1680927238697492482?t=d8XcwQmG9ZKDziOkbeoDGQ&s=19

https://twitter.com/TheOpenBand/status/1680969880734932994

https://twitter. com/scottmacleod/status/1680969519215329285

https://twitter. com/HarbinBook/status/1680969815194730497

https://twitter. com/sgkmacleod/status/1680969747523878914


Retweeting -

The Education Department said it will forgive $39 billion in federal student loans for more than 804,000 borrowers https://wsj.com/articles/biden-administration-to-wipe-out-39-billion-student-loans-for-800-000-borrowers-90c5d19e?st=gl8c6glaw7m1bni via
@WSJ

https://twitter.com/lbeththomas/status/1679875946298454016?s=20



https://www.linkedin.com/posts/scottgkmacleod_m-7172023-worldunivandsch-wuaspress-activity-7086775063743496192-KCeD


https://www.linkedin.com/posts/world-university-and-school_m-7172023-worldunivandsch-wuaspress-activity-7086





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M 7/17/23 @WorldUnivAndSch @WUaSPress #WUaSNewsAndQA > FREE MIT OCW-centric #WUaSUnivs' degrees














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The open M, 7/17/2023 @WorldUnivAndSch @WUaSPress #WUaSNewsAndQA will meet @ 10 AM ET, with ZOOM URL here: https://scott-macleod.blogspot.com/2023/07/romdul-flower-bh-national-flower-of.html Toward FREE Accrediting MIT OCW-centric #WUaSUnivs' degrees, first in English, for students from all ~200 countries, Begin: https://csfirst.withgoogle.com/s/en/home ~

https://twitter.com/WorldUnivAndSch/status/1680919724878602247?s=20

https://twitter.com/TheOpenBand/status/1680927504968609794 








Retweeting - 

The Education Department said it will forgive $39 billion in federal student loans for more than 804,000 borrowers https://wsj.com/articles/biden-administration-to-wipe-out-39-billion-student-loans-for-800-000-borrowers-90c5d19e?st=gl8c6glaw7m1bni via
@WSJ

https://twitter.com/lbeththomas/status/1679875946298454016?s=20








--

- Scott GK MacLeod  
Founder, President, CEO & Professor
CC-4 licensed MIT OCW-centric. Wiki, 
World University & School (WUaS) 
- PO Box 442, Canyon, CA 94516 
- 210 East End Avenue, Pittsburgh, PA 15221

1) non-profit World University and School - http://worlduniversityandschool.org  

2) for profit general stock company WUaS Corporation in CA - http://worlduniversityandschool.org/AcademicPress.html

(m) 412 478 0116 - sgkmacleod@gmail.com 


World Univ & Sch Innovation Research -  scottmacleod.com 




 




* * * * 

Excited for when we can add first genes back into our body minds for specific aging reversal processes, FDA approved 

Excited for when we can add first genes back into our body minds, FDA approved, & have them #ReverseAging of some part of us, or system wide & per https://youtu.be/bnCEIPQFNnk (@ 45 secs fwd) per @geochurch @BillGates 















* * * 

With #LargeLanguageModelsForBiology  building on Google's #LLM expertise w 1) LaMDA 2) PaLM 3) BERT, How best to develop 1 #RealisticVirtualEarth #ForBiology (& for Aging Reversal Genetics too)?

LaMDA by Google
PaLM by Google
BERT by Google 
Bard by Google 

1

1 @geochurch With #LargeLanguageModelsForBiology & Google's #LLMs, how to dev. 1 #RealisticVirtualEarth #ForBiology Thx @_RobToews
https://www.forbes.com/sites/robtoews/2023/07/16/the-next-frontier-for-large-language-models-is-biology/
Viren Jain @stardazed0 LLM protein/NA Heroes: @EthanAlley @SurgeBiswas @fran_anastas @ManifoldBio @jura_bio @Dyno_Tx #wuAsVR?

https://twitter.com/WorldUnivAndSch/status/1681299173092765697


https://twitter.com/scottmacleod/status/1681303419368411138?t=GfF4q_unCEBfU1T8FhAANQ&s=19

https://twitter.com/WUaSPress/status/1681303485093146626?t=4w-su5O1eaex7xxhhNqk-g&s=19

https://twitter.com/sgkmacleod/status/1681303556773793794 

https://twitter.com/HarbinBook/status/1681303646888427520?t=VALtTge-kbr5RNC29EggXw&s=19

https://twitter.com/TheOpenBand/status/1681303750223486986?t=18uQzofzovcPU2vnKHWB7g&s=19




2

2 @geochurch Thx @_RobToews
https://www.forbes.com/sites/robtoews/2023/07/16/the-next-frontier-for-large-language-models-is-biology/ @stardazed0 @glebkuz  @ekelsic  @MoAlQuraishi @mrprotein24 @lizbwood @julie_norville @laserson @patch_bio @nablabio @jura_bio? in 1 #RealisticVirtualEarth re #StreetView #GoogleCellView #GoogleMoleculeView w #TimeSlider #wuAsVR~

https://twitter.com/WorldUnivAndSch/status/1681299078989205505









3
With #LargeLanguageModelsForBiology & Google's #LLMs, how best to develop 1 #RealisticVirtualEarth #ForBiology Thx @_RobToews
https://www.forbes.com/sites/robtoews/2023/07/16/the-next-frontier-for-large-language-models-is-biology/
Viren Jain @stardazed0 LLM protein/NA Heroes:  @EthanAlley @SurgeBiswas @fran_anastas  @glebkuz  @ekelsic  @MoAlQuraishi @mrprotein24 @lizbwood @julie_norville @laserson @patch_bio @nablabio @ManifoldBio @jura_bio @Dyno_Tx @geochurch ?






* 
With #LargeLanguageModelsForBiology 
building on Google's #LLM expertise w 1) LaMDA 2) PaLM 3) BERT, How best to develop 1 #RealisticVirtualEarth #ForBiology #ForGenetics #ForSpecies too in #GoogleStreetView w #TimeSlider #TensorFlowAI AND #GoogleCellView & #GoogleMoleculeView?










Retweeting - 







*
With #LargeLanguageModelsForBiology 
building on Google's #LLM expertise w 1) LaMDA 2) PaLM 3) BERT, How best to develop 1 #RealisticVirtualEarth ForBiology ForGenetics ForEvolutionaryBiology ForSpecies too in #GoogleStreetView w #TimeSlider #TensorFlowAI AND #GoogleCellView & #GoogleMoleculeView?



*
With #LargeLanguageModelsForBiology 
building on Google's #LLM expertise of 1) LaMDA 2) PaLM 3) BERT, How best to develop a realistic virtual earth for biology realistic virtual earth for evolutionary biology realistic virtual earth for species too
 in 1 realistic virtual earth & think GoogleStreetView w TimeSlider Maps Earth TensorFlowAI AND GoogleCellView & GoogleMoleculeView


LaMDA by Google
PaLM by Google
BERT by Google 

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The Next Frontier For Large Language Models Is Biology
Rob Toews
Contributor
I write about the big picture of artificial intelligence.

LLM protein/NA Heroes:  @EthanAlley @SurgeBiswas @fran_anastas  @glebkuz  @ekelsic  @MoAlQuraishi @mrprotein24 @lizbwood @julie_norville @laserson ... @patch_bio @nablabio @ManifoldBio @jura_bio @Dyno_Tx 
MMMN




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The Next Frontier For Large Language Models Is Biology 






*

The Next Frontier For Large Language Models Is Biology
Rob Toews
Contributor
I write about the big picture of artificial intelligence.


biology is a decipherable, programmable, in some ways even digital system.

Large language models can be trained solely on protein sequences to develop a nuanced understanding of protein structure and biology






* * * 

Popular open-source #LargeLanguageModels GPT-4 by OpenAI, LaMDA by Google + - Generative Pre-trained Transformer ... 

Popular open-source #LargeLanguageModels
GPT-4 by OpenAI-Gen. Pre-trained Transf.
LaMDA by Google
LLaMA by Meta AI
Bloom by BigScience
PaLM by Google
Dolly by Databricks
Cerebras-GPT from Cerebras
BERT by Google
https://spotintelligence.com/2023/06/05/open-source-large-language-models/ > https://wiki.worlduniversityandschool.org/wiki/Machine_Learning @WorldUnivAndSch ~



Pic 

https://twitter.com/sgkmacleod/status/1681126758341394437



https://twitter.com/HarbinBook/status/1681126633690877952





WUaS Logo 






--

- Scott GK MacLeod  
Founder, President, CEO & Professor
CC-4 licensed MIT OCW-centric. Wiki, 
World University & School (WUaS) 
- PO Box 442, Canyon, CA 94516 
- 210 East End Avenue, Pittsburgh, PA 15221

1) non-profit World University and School - http://worlduniversityandschool.org  

2) for profit general stock company WUaS Corporation in CA - http://worlduniversityandschool.org/AcademicPress.html

(m) 412 478 0116 - sgkmacleod@gmail.com 


World Univ & Sch Innovation Research -  scottmacleod.com 






* * * 

searched 'best books on the genetics of aging reversal': "A Science-Based Review of the World’s Best-Selling Book on Aging" ~ mentions "Lifespan: Why We Age and Why We Don’t Have To" (Sinclair & LaPlante, 2019) 

searched 'best books on the genetics of aging reversal': "A Science-Based Review of the World’s Best-Selling Book on Aging" https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9669175/ ~ mentions "Lifespan: Why We Age and Why We Don’t Have To" (Sinclair & LaPlante, 2019) > https://wiki.worlduniversityandschool.org/wiki/Longevity @WorldUnivAndSch ~

https://twitter.com/scottmacleod/status/1681002327719968768?s=20

  • Sinclair DA, LaPlante MD, 2019. Lifespan: Why We Age—and Why We Don’t Have To. Simon & Schuster. []
  • Slade JD, Staveley BE, 2016. Extended longevity and survivorship during amino-acid starvation in a Drosophila Sir2 mutant heterozygote. Genome 59, 311–318. [PubMed] []




. . . with a paper on Drosophila fly life extension in this NIH.gov article  




--


- Scott GK MacLeod  
Founder, President, CEO & Professor
CC-4 licensed MIT OCW-centric. Wiki, 
World University & School (WUaS) 
- PO Box 442, Canyon, CA 94516 
- 210 East End Avenue, Pittsburgh, PA 15221

1) non-profit World University and School - http://worlduniversityandschool.org  

2) for profit general stock company WUaS Corporation in CA - http://worlduniversityandschool.org/AcademicPress.html

(m) 412 478 0116 - sgkmacleod@gmail.com 


World Univ & Sch Innovation Research -  scottmacleod.com 







* * * 

What is a large language model? 


A language model is a probability distribution over sequences of words. Given any sequence of words of length m, a language model assigns a probability P to the whole sequence. Language models generate probabilities by training on text corpora in one or many languages.




People also ask
What is a large language model in simple terms?

A large language model (LLM) is a computerized language model, embodied by an artificial neural network using an enormous amount of "parameters" ("neurons" in its layers with up to tens of millions to billions "weights" between them), that are (pre-)trained on many GPUs in relatively short time due to massive parallel ...








 

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What can large language models do? 

What can #LargeLanguageModels do?
At their core ... #LLMs are a type of AI that can mimic human intelligence. They use statistical models to analyze vast amounts of data, learning the patterns & connections between words & phrases.











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What can large language models do?

At their core, large language models, or LLMs, are a type of AI that can mimic human intelligence. They use statistical models to analyze vast amounts of data, learning the patterns and connections between words and phrases.

https://www.boost.ai/blog/llms-large-language-models

#:~:text=At%20their%20core%2C%20large%20language,connections%20between%20words%20and%20phrases.


https://www.boost.ai/blog/llms-large-language-models#:~:text=At%20their%20core%2C%20large%20language,connections%20between%20words%20and%20phrases. 








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Is Google Bard a large language model?

Google Bard is another large language model that has been released, marking Google's significant entry into the field. Similar to GPT-4, specific details about its capabilities and improvements over previous models are not fully available.Jun 1, 2023

https://levelup.gitconnected.com/the-brief-history-of-large-language-models-a-journey-from-eliza-to-gpt-4-and-google-bard-167c614af5af




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Is google bard machine learning?


Both Google Bard and ChatGPT use natural language models and machine learning to create their chatbots, but each has a different set of features

https://www.digitaltrends.com/computing/how-to-use-google-bard/




*
Google Large Language Models - 

LaMDA by Google
PaLM by Google
BERT by Google 


but 
Bard by Google 

isn't mentioned here.



--


- Scott GK MacLeod  
Founder, President, CEO & Professor
CC-4 licensed MIT OCW-centric. Wiki, 
World University & School (WUaS) 
- PO Box 442, Canyon, CA 94516 
- 210 East End Avenue, Pittsburgh, PA 15221

1) non-profit World University and School - http://worlduniversityandschool.org  

2) for profit general stock company WUaS Corporation in CA - http://worlduniversityandschool.org/AcademicPress.html

(m) 412 478 0116 - sgkmacleod@gmail.com 


World Univ & Sch Innovation Research -  scottmacleod.com 






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https://en.wikipedia.org/wiki/Nymphaea_nouchali

https://simple.wikipedia.org/wiki/Nymphaea_nouchali

https://commons.wikimedia.org/wiki/Category:Nymphaea_nouchali

https://en.wikipedia.org/wiki/Nymphaea_nouchali_var._caerulea


https://symbolhunt.com/national-flowers/

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