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What do you mean by fundamental AI research? What kind of computational model? What are some practical applications of complex systems?

by a2code 3y ago

max_ 3y ago
> What do you mean by fundamental AI research? Coming up with new/original models that solve the same exact problems that people are trying to solve with neural networks (computer vision, language translation, image generation etc) hopefully that are better performing & cheaper computationally. > What kind of computational model? I think answering that question would be what the researcher in this field is trying todo. I think a place to start would be exploring abandoned AI strategies like Genetics Algorithms & Markov Logic >What are some practical applications of complex systems? - Modeling Financial Markets [1] - Drug discovery via Molecular Dynamics Simulations [2] - Urban Planning [3] - Modeling Epidemics [4] - Cosmology - Computer Graphics - Much more .... [1]: https://sites.santafe.edu/~wbarthur/elfarol.htm https://sites.santafe.edu/~wbarthur/elfarol.htm [2]: https://youtu.be/PGqCeSjNuTY?si=uNP8o6DW1cSeAjo- https://youtu.be/PGqCeSjNuTY?si=uNP8o6DW1cSeAjo- [3]: http://traffic.phys.cs.is.nagoya-u.ac.jp/~mstf/index_e.html http://traffic.phys.cs.is.nagoya-u.ac.jp/~mstf/index_e.html [4]: https://en.m.wikipedia.org/wiki/Yaneer_Bar-Yam https://en.m.wikipedia.org/wiki/Yaneer_Bar-Yam If interested, subscribe to these podcasts. 1: Simplifying Complexity: https://pca.st/podcast/1c42ee40-3735-013b-efb2-0acc26574db2 https://pca.st/podcast/1c42ee40-3735-013b-efb2-0acc26574db2 2: Complexity: https://pca.st/podcast/87eef2d0-cd12-0137-1e17-0acc26574db2 https://pca.st/podcast/87eef2d0-cd12-0137-1e17-0acc26574db2
- a2code 3y ago
  What about you? Are you doing anything related to these fields? Why do you need the money to do work related to this?
  - max_ 3y ago
    > What about you? Are you doing anything related to these fields? Yes. I have some ideas I would like to explore (currently premature speculation & not implemented or tested comprehensively) for; 1. Computationally efficient AI models for image classification (has nothing todo with neural networks). I believe the model also be generalized to other problems like regression problems Or generating music, art, text and even language translation. — But image classification is the basis of my research. 2. Some financial modeling techniques based on ideas in 1. 3. Thinking on how to build a good Iversonian language for mass adoption. (I have already thought of some important components must be built out) > Why do you need the money to do work related to this? It is very difficult to think about technical problems when you have to also concurrently think about financial problems (I am unemployed at the moment). I want to create a "set-up" where I can almost exclusively think about these problems for a good amount of time without having to worry about my basic needs. But I don't need millions. $150k can take me for at least a decade where I live.

What do you mean by fundamental AI research? What kind of computational model? What are some practical applications of complex systems?

by a2code 3y ago

What do you mean by fundamental AI research? What kind of computational model? What are some practical applications of complex systems?

max_ 3y ago

> What do you mean by fundamental AI research? Coming up with new/original models that solve the same exact problems that people are trying to solve with neural networks (computer vision, language translation, image generation etc) hopefully that are better performing & cheaper computationally. > What kind of computational model? I think answering that question would be what the researcher in this field is trying todo. I think a place to start would be exploring abandoned AI strategies like Genetics Algorithms & Markov Logic >What are some practical applications of complex systems? - Modeling Financial Markets [1] - Drug discovery via Molecular Dynamics Simulations [2] - Urban Planning [3] - Modeling Epidemics [4] - Cosmology - Computer Graphics - Much more .... [1]: https://sites.santafe.edu/~wbarthur/elfarol.htm https://sites.santafe.edu/~wbarthur/elfarol.htm [2]: https://youtu.be/PGqCeSjNuTY?si=uNP8o6DW1cSeAjo- https://youtu.be/PGqCeSjNuTY?si=uNP8o6DW1cSeAjo- [3]: http://traffic.phys.cs.is.nagoya-u.ac.jp/~mstf/index_e.html http://traffic.phys.cs.is.nagoya-u.ac.jp/~mstf/index_e.html [4]: https://en.m.wikipedia.org/wiki/Yaneer_Bar-Yam https://en.m.wikipedia.org/wiki/Yaneer_Bar-Yam If interested, subscribe to these podcasts. 1: Simplifying Complexity: https://pca.st/podcast/1c42ee40-3735-013b-efb2-0acc26574db2 https://pca.st/podcast/1c42ee40-3735-013b-efb2-0acc26574db2 2: Complexity: https://pca.st/podcast/87eef2d0-cd12-0137-1e17-0acc26574db2 https://pca.st/podcast/87eef2d0-cd12-0137-1e17-0acc26574db2

a2code 3y ago
What about you? Are you doing anything related to these fields? Why do you need the money to do work related to this?
- max_ 3y ago
  > What about you? Are you doing anything related to these fields? Yes. I have some ideas I would like to explore (currently premature speculation & not implemented or tested comprehensively) for; 1. Computationally efficient AI models for image classification (has nothing todo with neural networks). I believe the model also be generalized to other problems like regression problems Or generating music, art, text and even language translation. — But image classification is the basis of my research. 2. Some financial modeling techniques based on ideas in 1. 3. Thinking on how to build a good Iversonian language for mass adoption. (I have already thought of some important components must be built out) > Why do you need the money to do work related to this? It is very difficult to think about technical problems when you have to also concurrently think about financial problems (I am unemployed at the moment). I want to create a "set-up" where I can almost exclusively think about these problems for a good amount of time without having to worry about my basic needs. But I don't need millions. $150k can take me for at least a decade where I live.