2026-02-11 JAN

😜 Please share your ignorance ... and links !

Please Note Diptavo's presentation os the following week, Feb 11

--> C4B canceled this week <-- (by shutdown)

Generative AI beyond LLM (?)

(https://medium.com/@AnthonyLaneau/beyond-llms-charting-the-next-frontiers-of-ai-with-yann-lecun-09e84f1978f9)

is it generative?
is it ground breaking?
world models --> Wolfram, NVIDIA, etc
Beyond standard chatbots, NVIDIA is pushing "Physical AI"—models that don't just talk, but understand physics, biology, and spatial geometry.
...

Embodied AI: >Yann LeCun< (live at Davos? JEPA )

Finite elements ... back to the future?

Andrey Karpathy https://cs.stanford.edu/people/karpathy/convnetjs

Latent Learning

Latent learning by proximity assessed by Manifold Metric

Manifolds as a template for (old school) latent learning

Population level scoping

https://www.oracle.com/webfolder/community/oraclehealth/roadmaps/3220827652_US%20Based.pdf

links from live converation (Teams):

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Meeting started at 1/21 9:11 AM

Meeting started at 1/21 9:17 AM

Duarte, Ines (NIH/NCI) [F] has temporarily joined the chat.

Link https://www.youtube.com/watch?v=Ia_Im-... by Ferguson, Martin (NIH/NCI) [C]

Ferguson, Martin (NIH/NCI) [C]

1/21 9:47 AM

https://www.youtube.com/watch?v=Ia_Im-3kgrI

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1 Hands celebrating reaction.

Go to minute 11:20 by Ferguson, Martin (NIH/NCI) [C]

Ferguson, Martin (NIH/NCI) [C]

1/21 9:47 AM

Go to minute 11:20

Link https://projector.tensorflow.org/?conf... by Balasubramanian, Jeya Balaji (NIH/NCI) [E]

Balasubramanian, Jeya Balaji (NIH/NCI) [E]

1/21 9:56 AM

https://projector.tensorflow.org/?config=https://raw.githubusercontent.com/jeyabbalas/onet-25-0-qwe…

Embedding projector - visualization of high-dimensional data

Visualize high dimensional data.

projector.tensorflow.org

Link https://jeyabbalas.github.io/onet-25-0... by Balasubramanian, Jeya Balaji (NIH/NCI) [E]

Balasubramanian, Jeya Balaji (NIH/NCI) [E]

1/21 9:58 AM

https://jeyabbalas.github.io/onet-25-0-qwen3-embeddings/?config=https%3A%2F%2Fraw.githubusercontent…

Link https://jeyabbalas.github.io/github-ba... by Balasubramanian, Jeya Balaji (NIH/NCI) [E]

Balasubramanian, Jeya Balaji (NIH/NCI) [E]

1/21 10:03 AM

https://jeyabbalas.github.io/github-backend/

Link https://github.com/jeyabbalas/github-b... by Balasubramanian, Jeya Balaji (NIH/NCI) [E]

Balasubramanian, Jeya Balaji (NIH/NCI) [E]

1/21 10:07 AM

https://github.com/jeyabbalas/github-backend

GitHub - jeyabbalas/github-backend: A feasibility test on using GitHub as a backend for client-side web applications

A feasibility test on using GitHub as a backend for client-side web applications - jeyabbalas/github-backend

github.com

Link https://github.com/torvalds/AudioNoise by Balasubramanian, Jeya Balaji (NIH/NCI) [E]

Balasubramanian, Jeya Balaji (NIH/NCI) [E]

1/21 10:14 AM

https://github.com/torvalds/AudioNoise

GitHub - torvalds/AudioNoise: Random digital audio effects

Random digital audio effects. Contribute to torvalds/AudioNoise development by creating an account on GitHub.

github.com

Linus: "Also note that the python visualize... by Balasubramanian, Jeya Balaji (NIH/NCI) [E]

Balasubramanian, Jeya Balaji (NIH/NCI) [E]

1/21 10:15 AM

Linus: "Also note that the python visualizer tool has been basically written by vibe-coding. I know more about analog filters -- and that's not saying much -- than I do about python. It started out as my typical "google and do the monkey-see-monkey-do" kind of programming, but then I cut out the middle-man -- me -- and just used Google Antigravity to do the audio sample visualizer."

Link https://youtu.be/Ia_Im-3kgrI?t=750 by Bhawsar, Praphulla (NIH/NCI) [F]

Bhawsar, Praphulla (NIH/NCI) [F]

Wednesday 10:49 AM

https://youtu.be/Ia_Im-3kgrI?t=750

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Meeting ended: at Wednesday 12:46 PM after 3 hours 28 minutes 41 seconds

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Meeting started at 9:09 AM

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