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Building learning systems that can operate on multiple modalities, and are totally interpretable. I think of these requirements as the basis for the next big ju
by hsikka 6y ago
Building learning systems that can operate on multiple modalities, and are totally interpretable. I think of these requirements as the basis for the next big jump in software usability, (I.e much better intelligent user interfaces)
AGI is not what I want to build, someone else can do that. For now I want to increase the capacity for people to build neural networks that researchers don’t dream of doing, as easy as stitching together web APIs. I internalize this under the title “the Infrastructure of Intelligence”
Also, eventually I would like to work on a programming language for biology, and contribute to building wetware computers.
Another thing that I think the first project would help is longitudinal health tracking and quantifying human biology.
- nick_araph 6y agoAny resources to share that can serve as an introduction to this "Infrastructure of Intelligence" idea.
- hsikka 6y agoThat term is something I sort of came up with, but certainly there are some cool papers. https://arxiv.org/abs/1905.10985 https://arxiv.org/abs/1905.10985 Is one, talking about using ideas like neural architecture search to build better learning systems. A lot of the references in it are golden. I also wrote a set of notes formalizing what I see as the first step to building this infrastructure of intelligence. There’s some great references in there: https://osf.io/bv4qp/ https://osf.io/bv4qp/ I’d be happy to talk about this and get your thoughts, you can hit me up on my email: harshsikka123 @ Gmail.com I’m leading a research collaboration with some researchers in academia and industry, working on this actively!
- nick_araph 6y agoThanks for the resources! I'll give them a deep dive over the next couple of days