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I was pleasantly surprised by some of the examples in Google Research themes list from this past year: http://ai.googleblog.com/2022/01/google-research-themes-from...

E-Graphs from Julia are another cool space being explored

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Thanks for bringing up E-Graphs! I haven't heard of them before and the field looks quite intriguing. At first I thought that it mostly looks like a re-hash of what database query engines do internally, but reading a bit into it, it looks like there might be some more merit to it, though the literature around it seems sparse.

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