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AI and Theorem Proving One of the topics that caught my attention was on using AI to automate theorem proving. Apparently, there is already a conference on this. At ICLR there was a paper on using graph networks for theorem proving. I think besides this conference, which mainly explores how you can model mathematical logic using embeddings, another type of theorem proving is on smart pruning of combinatorial spaces (e.g. you have large space of graphs, from which you need to pick some particular examples).