Included below are a few interesting, concrete problems across machine learning I think would be worth further exploring. If you know of anyone working on the request, or of working implementations of the aforementioned please point me towards them by email! Consider this far far less a definitive set of open problems, and more things I want to be thinking about more. For the comically inclined, consider this a winter arc post.