HACKER Q&A
📣 costant

Where can I find an updated AI reading list?


Context: I have a PhD in signal processing from the early 2010 and I went on to have a career in a security-related team. I would like to steer back my career towards AI and need to catch up on everything that came from DNN and after.

I heard that John Carmack got a reading list from Ilya@OpenAI, but I could not find it. Is there something similar that you would recommend?

I was thinking of taking the papers, implement the algorithm from scratch and build some intuition based on that experience.

Anything you would recommend?

  👤 mindcrime Accepted Answer ✓
Maybe one of the various Github "Awesome XYZ" lists that exists out there.

https://github.com/terryum/awesome-deep-learning-papers

https://endymecy.github.io/awesome-deeplearning-resources/

You might also track down the website for a DL class from a reputable university and mine the syllabus for a list of assigned readings. Do that for two or three such instances and you could probably come up with a pretty solid list.

Or may just ask Carmack to share the list he was referring to? Does anybody know if he responds to Tweets / Twitter DM's, etc?

EDIT:

Also, check out https://paperswithcode.com/

EDIT 2:

Also, not reading, but.. Andrej Karpathy has a Youtube channel now and has been putting up some videos on ML topics. Might be of interest?

https://www.youtube.com/c/AndrejKarpathy

👤 ppjim
Some suggestions:

https://aimagazine.com/

https://jack-clark.net/

https://www.ben-evans.com/newsletter

https://scholar.google.com/ search 'AI'

👤 disadvantage
https://hn.algolia.com/?dateRange=pastMonth&page=0&prefix=fa...
👤 wycliffb
https://arxiv.org/list/cs.LG/recent