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txnf

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txnf
·2 tahun yang lalu·discuss
Superposition code is a well known concept in information theory - I think there is certainly more to the story then described in the current works, but it does feel like they are going in the right direction
txnf
·2 tahun yang lalu·discuss
convex optimization by boyd vandenberghe should be mentioned https://web.stanford.edu/~boyd/cvxbook/
txnf
·2 tahun yang lalu·discuss
there is no source it is pure conjecture, but I would say that there are many many fine tunes available of various image generation models so it is clearly possible to make many styles. thus it must be a conscious choice on the part of a API provider to render by default to a distinct style. there are many plausible reasons they would want to do this. Surely, but I don't have actual evidence from the internal management processes of these organizations that they were doing this for one reason or another.
txnf
·2 tahun yang lalu·discuss
there is an "aesthetics" model

https://github.com/LAION-AI/laion-datasets/blob/main/laion-a...

obviously, it reflects the mass preference for glosslop

secondarily it is likely due to a desire to ensure that ai images have a distinct look
txnf
·2 tahun yang lalu·discuss
Most of these bizarre properties can be traced to the mixed valent character of plutonium - that is the electrons in the partially filled 5f shell of the plutonium atom hybridize in the solid phase with the valence electrons, and thus for some properties they are valence like and others they are core like. This is quite similar to some lanthanide (4f) elements like cerium, which also show strange variety of allotropes. The mixed valent character causes plutonium to have a variety of exotic physics effects, completely unrelated to it's most notorious use in nuclear weapons. Examples of these include heavy fermion metals, novel superconductivity, etc..
txnf
·2 tahun yang lalu·discuss
how is thermodynamic linear algebra different from monte carlo algorithms? I'm willing to believe that there are efficiency gains to be made by exploring the time/energy trade-off, but i bet they have a long long way to go before they are better than general purpose compute (CPU/GPU) running well designed monte-carlo algos...
txnf
·3 tahun yang lalu·discuss
higher salaries would be captured by landlords.
txnf
·3 tahun yang lalu·discuss
well said, I would note that both sides recognize that "AGI" will require new uncertain R&D breakthroughs beyond merely scaling up another order of magnitude in compute. given this, i think it's crazy to blow the resources of azure on trying more scale. rapid commercialization at least buys more time for the needed R&D breakthrough to happen.