Differentiable sociology should be a thing.
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Odgovor korisniku/ci @insurrealist
The study of deep learning social agents.
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Odgovor korisniku/ci @jpt401
I mean more in the sense of smooth social structure, e.g. hyperbolic geometry of complex nets providing an infrastructure for targeted transport games that enables greedier strategies, this in turn increasing social robustness as that's harder to fuck up at individual scale.
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Odgovor korisniku/ci @insurrealist
Do organisms already structure their internal systems in this fashion?
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Odgovor korisniku/ci @jpt401
To what extent I do not know and afaik there isn't much investigation on the topic, but in some cases yes. Some, hopefully interesting, refs: https://arxiv.org/abs/1006.5169 https://www.ncbi.nlm.nih.gov/pubmed/29635317 https://www.worldscientific.com/doi/abs/10.1142/9789812817723_0004 … https://arxiv.org/abs/1606.00331 https://royalsocietypublishing.org/doi/10.1098/rsfs.2012.0035 …
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Odgovor korisnicima @insurrealist @jpt401
https://openresearch-repository.anu.edu.au/bitstream/1885/73740/2/01_De%20Campo_Minimal_nets_and_minimal_2013.pdf … (Stephen's Hyde work in particular, specially that Language of Shape book, goes into this indirectly to some extent)
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Odgovor korisnicima @insurrealist @jpt401
The appearance of self-duality here is something I've found particularly intriguing but didn't chase, I suspect there are deep logical reasons for this. (vide Girard's introduction of self-dual logical constants and stuff like https://www.researchgate.net/publication/243587516_Principle_of_Representation-Theoretic_Self-Duality …)
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Odgovor korisnicima @insurrealist @jpt401
This is basically one of my multiple mothballed research directions.
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Odgovor korisniku/ci @insurrealist
You should list these research prompts somewhere, if they are not already.
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Odgovor korisniku/ci @jpt401
also, no idea how I could forget this one, probably because I presume I've already shilled it too much (feels impolite to repeat myself but that leads to icebergs of context being lost to others) https://arxiv.org/abs/nlin/0312070 … And this is effectively about deep learning social agents.
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very, very interesting, fairly readable, only 10 pages, I highly recommend it
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