Tuesday, October 21, 2025

Nepenthes northiana: Gemini: Would a #GenerativeWorldModel be best #AIplatform to dev #RealisticVirtualHarbin & #RealisticVirtualEarthForAgingReversal in #GStreetView w #GTimeSlider #GCell #GMolecule levels eg in https://youtu.be/q9FBhEAXRY4 &for #WUaSMultimediaHospitalRoom? Yes: https://gemini.google.com/share/853051f0baac ~ * * * !"Chris Thile Concert Bootleg | Glasgow, November 2022" concert https://youtu.be/Tk4YWniyN4o as images of riding a #ScottishTrain flow by * * * #GeminiAI: What do #AngelaFarmer & #VictorVanKooten teach re Yoga & the #InnerBody, & going into feelings Yoga-wise & per http://scottmacleod.com/AVGreetings.htm too? https://g.co/gemini/share/dc41a30162b7 Angela: https://youtu.be/wCJfXwm97rw ~ & What is Yoga w https://angela-victor.com/ ? https://g.co/gemini/share/63641286a8d7 ~

 


Gemini: Would a #GenerativeWorldModel be best #AIplatform to dev #RealisticVirtualHarbin & #RealisticVirtualEarthForAgingReversal in #GStreetView w #GTimeSlider #GCell #GMolecule levels eg in https://youtu.be/q9FBhEAXRY4 &for #WUaSMultimediaHospitalRoom? Yes: https://gemini.google.com/share/853051f0baac ~

https://x.com/WorldUnivAndSch/status/1980678271709925687

https://x.com/WUaSPress/status/1980679541556404412

https://x.com/HarbinBook/status/1980678707665830243

https://x.com/scottmacleod/status/1980680077865279757

https://x.com/sgkmacleod/status/1980679332168380927

https://x.com/Q_YogaMacFlower/status/1980679091285340293

https://x.com/TheOpenBand/status/1980679845802901686



Retweeting


Fei-Fei Li
@drfeifei
Very excited to share
@theworldlabs
 ‘s latest research work RTFM!! It’s a real-time, persistent, and 3D consistent generative World Model running on *a single* H100 GPU! Blog and live demo are available below! 🤩

https://x.com/drfeifei/status/1978840835341914164


Retweeting -


World Labs
@theworldlabs
Generative World Models will inevitably be computationally demanding, potentially scaling beyond even the requirements of today’s LLMs. But we believe they are a crucial research direction to explore in the future of rendering and spatial intelligence.

https://x.com/theworldlabs/status/1978839175320186988



* 
GeminiAI: Would a #GenerativeWorldModel be the best #AIplatform to build out a #RealisticVirtualHarbin #HotSprings & a #RealisticVirtualEarthForAgingReversal in #GStreetView w #GTimeSlider #GCellView #GMoleculeView levels eg in https://youtu.be/q9FBhEAXRY4 & for a #WUaSMultimediaHospitalRoom ? https://gemini.google.com/share/853051f0baac ~


AND 
How to view Google Street View in a smart meeting room.
https://youtu.be/q9FBhEAXRY4


* 
Fei-Fei Li
@drfeifei
Very excited to share
@theworldlabs
 ‘s latest research work RTFM!! It’s a real-time, persistent, and 3D consistent generative World Model running on *a single* H100 GPU! Blog and live demo are available below! 🤩



Retweeting -

World Labs
@theworldlabs
Generative World Models will inevitably be computationally demanding, potentially scaling beyond even the requirements of today’s LLMs. But we believe they are a crucial research direction to explore in the future of rendering and spatial intelligence.

https://x.com/theworldlabs/status/1978839175320186988



* 


Generative world models are a class of artificial intelligence that creates a simulated, predictive representation of a real-world environment. By learning the physics, spatial properties, and dynamic relationships from vast amounts of multimodal data, these models enable AI systems to "imagine" and reason about the consequences of their actions in a virtual space. This allows for safer, cheaper, and faster training for applications in embodied AI, such as robotics and autonomous vehicles. [1, 2, 3]


How generative world models work

A generative world model typically involves three key components:
  • A vision model (encoder): This component processes raw sensory input from the real world, such as video frames, and compresses it into a smaller, more dense representation called a "latent space".
  • A memory model (controller): Often an autoregressive model like a recurrent neural network, this component uses the compressed sensory input to update its internal, predictive model of the environment. It forecasts how the latent space will evolve over time based on an agent's actions.
  • A generation model (decoder): This component translates the predicted future state from the latent space back into a realistic sensory output, like a video frame. This lets the AI visualize the outcome of its potential actions. [4, 5, 6, 7, 8]


This core loop is often combined with reinforcement learning, where an AI agent can learn through virtual trial and error within its own internal simulation. This allows the model to optimize its decision-making without extensive real-world testing. [4, 9]


Key applications

  • Robotics: World models help robots practice tasks, predict the behavior of other objects and humans, and learn to navigate and interact with their environment safely in a virtual space before real-world deployment.
  • Autonomous vehicles: By generating new, realistic scenarios like different traffic patterns or weather conditions, world models create synthetic data to train self-driving systems. This helps fill training gaps and reduces the risks of real-world road tests.
  • Realistic video and 3D generation: World models can generate new and physically accurate visual content for use in video games, virtual reality, and other creative industries. Recent projects like Google DeepMind's Genie 2 and World Labs' RTFM are demonstrating the ability to create interactive and explorable 3D worlds from a single image or text prompt.
  • Scientific and climate modeling: The technology can be used to generate simulations for complex systems, such as predicting climate changes or modeling molecular structures for drug discovery.
  • Augmenting training data: For fields with limited datasets, such as robotics, generative world models can create high-quality synthetic data to make AI systems more robust and adaptable. [1, 2, 10, 11, 12, 13, 14]


Major challenges

  • High computational demands: Training these vast neural networks requires immense computational power and is very resource-intensive.
  • Difficulty modeling reality: Achieving a high degree of accuracy and consistency that reliably reflects the complexities of the real world is a significant hurdle. Evaluating a model's true understanding of the world is also challenging.
  • Data dependency: The quality and diversity of a model's output are tied directly to its training data. Biases and inaccuracies in the training data can lead to skewed or unreliable outputs.
  • Consistency and persistence: Models often struggle with maintaining consistent details and temporal stability over long interactive sessions, as seen in projects like Oasis.
  • Ethical concerns: Like other forms of generative AI, world models face ethical issues regarding bias, data privacy, and the potential for misuse, such as creating deepfakes. [10, 13, 15, 16, 17, 18, 19]



AI responses may include mistakes.




* * * 



Chris Thile Concert Bootleg | Glasgow, November 2022

https://youtu.be/Tk4YWniyN4o


!"Chris Thile Concert Bootleg | Glasgow, November 2022" concert
https://youtu.be/Tk4YWniyN4o as images of riding a #ScottishTrain flow by - @christhile (@clairecoffee & @BrookeGMcDonald) Will #WikiAdd to the #MandolinWUaS #openWikiSchool @WorldUnivAndSch  - https://wiki.worlduniversityandschool.org/wiki/Mandolin ~

Thile video - 





Mandolin wiki page -




* 
Chris Thile performing live and on web video

Chris Thile - Full performance (#Microshow for The Current) 2019
https://youtu.be/E_ulJz5QF7E

#ChrisThile: Field Recordings x #AspenIdeasFestival 2024
https://youtu.be/aKVbPsyU1IQ

#CST live from the MPR booth at the #MinnesotaStateFair 2016
https://youtu.be/UWkeHX0nUM8 ~
#WUaSmandolin !

https://x.com/scottmacleod/status/1943380321594151424

https://x.com/TheOpenBand/status/1943380414992912503



*
Chris Thile Concert Bootleg | Glasgow, November 2022 
https://youtu.be/Tk4YWniyN4o




*

Chris Thile - Full performance (#Microshow for The Current) 2019
https://youtu.be/E_ulJz5QF7E

#ChrisScottThile: Field Recordings x #AspenIdeasFestival 2024
https://youtu.be/aKVbPsyU1IQ

#CST live from the MPR booth at the #MinnesotaStateFair 2016
https://youtu.be/UWkeHX0nUM8 ~
#WUaSmandolin !

https://x.com/WorldUnivAndSch/status/1943380593028309146

https://x.com/scottmacleod/status/1943380993332908366

https://x.com/TheOpenBand/status/1943380906468602010


*


Thule, Chris. 2024. 
Chris Thile: Field Recordings x Aspen Ideas Festival 2024
https://youtu.be/aKVbPsyU1IQ
Aspen, CO: https://www.youtube.com/@nprmusic

Chris Thile - Full performance (#Microshow for The Current) 2019
https://youtu.be/E_ulJz5QF7E
Chris Thile live from the MPR booth at the Minnesota State Fair 2016
https://youtu.be/UWkeHX0nUM8
Added these below to 
https://wiki.worlduniversityandschool.org/wiki/Mandolin

Thile, Chris. 2024. [https://youtu.be/aKVbPsyU1IQ Chris Thile: Field Recordings x Aspen Ideas Festival]. Aspen, CO: https://www.youtube.com/@nprmusic.

Thile, Chris. 2016. [https://youtu.be/E_ulJz5QF7E 
Chris Thile - Full performance (#Microshow for The Current)]. Minneapolis, MN: https://www.youtube.com/@thecurrent.

Thule, Chris. 2016. [https://youtu.be/UWkeHX0nUM8 Chris Thile live from the MPR booth at the Minnesota State Fair]. Minneapolis, MN: https://www.youtube.com/@thecurrent.



* 

Chris Thile:  Calvin and Hobbes, Classical Music, and Curiosity (REISSUE), ep. 315
https://youtu.be/wf5OdU_H47E





* * 
Chris Thile and wife Claire Coffee 















--


Society, Information Technology, and the Global University (2025, forthcoming) 

- Scott GK MacLeod  
Founder, President, CEO & Professor
CC-4 licensed MIT OCW-centric, Wiki, 
World University & School (WUaS) 
- USPS US Post Office, General Delivery, Canyon, CA 94516 


1) non-profit 501(c)(3) Public Charity 
MIT OCW-centric, 
 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 do Angela Farmer and Victor van Kooten teach re Yoga and the inner body, & going into feelings Yoga-wise & per http://scottmacleod.com/AVGreetings.htm too ?




*
Asked Gemini - 
What do Angela Farmer and Victor van Kooten teach re yoga and the inner body, & going into feelings Yoga-wise & per http://scottmacleod.com/AVGreetings.htm too ?


Angela says it much differently & more clearly 





What is Yoga with Angela and Victor and per https://angela-victor.com/ ?










San Francisco Bay Area - East Bay Hills & Online

415 480 4577

World University and School's wiki, 'Yoga,' subject page - https://wiki.worlduniversityandschool.org/wiki/Yoga :) - with an invitation to 'edit this page' to learn or teach and explore yoga. 


Yoga ideas
#QuakerYogaMacFlower
#DesiderataWUaS
~#ToolifyAIWUaS #WUaSBliss 
~#YogaNotationsWUaS
~#YogaWUaS @
#FriendlyQuakerWUaS 🥰
#WUaSabolition in #RealisticVirtualEarth #WUaSYoga ~

with pic of partner child pose - supported backbend 








* 





















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

https://commons.wikimedia.org/wiki/Nepenthes_northiana

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

https://species.wikimedia.org/wiki/Nepenthes_northiana





Marianne North's painting of N. northiana, showing a lower and an upper pitcher


...



at

No comments:

Post a Comment

Note: Only a member of this blog may post a comment.