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Paper Reviews of 22 Seminal Deep Learning Papers

https://12gramsofcarbon.com/p/ilyas-30-papers-to-carmack-table
1•theahura•2h ago

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theahura•2h ago
Over the last year and a half I wrote reviews of all of the papers that Ilya Sutskever sent to John Carmack. I started the series when I left my first startup in Aug 2024 as a way to stay sane, and finished the last review just last week. Some of them have made it to the front page of HN! Writing them was a fascinating experience. Even though I've been in AI for ~12 years now, the actual process of putting pen to paper and trying to explain what the papers were about to a less familiar audience was really helpful to clarifying my own thoughts. As a result I think the paper reviews get longer as they go on, oops...

Now that the whole thing is done, I figured I'd share it as one collection. Thanks everyone who followed along, I'm hoping to do reviews of more modern papers going forward :)