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I'm curious about your opinion on the current research applying Deep Learning to Source Code
Do you think in the future linters and other developer tooling will be empowered by ML?
Disclaimer: I definitely believe so, that's why I left @google and joined @sourcedtech + #MLonCode
It's possible to learn programs that can read and write code, & assist software developers (with linting and beyond). But DL is most definitely not capable of doing this well, since it requires understanding (simulating) code flow, rather than just pattern-matching code snippets
Thanks! That's a bit discouraging to hear, but I hope you're maybe wrong for once 
I've been reading papers like https://arxiv.org/abs/1409.5718 which are able to detect bad patterns like bubble sort quite successfully (+94% acc)
Would you recommend any other paper to change my mind?
There are useful things you can do with mere pattern recognition, even in software development. You just need to be aware of the limits of your tools. DL does one thing and does it well (within its constraints), but it is not a magic wand you can wave at any problem.
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