The Unreasonable Effectiveness of Recurrent Neural Networks (2015)

(karpathy.github.io)

2 points | by Kotlopou 6 hours ago ago

1 comments

  • Kotlopou 6 hours ago

    I thought this is a cool premonition of the eventual success of language models. One can nicely see a microcosm of everything with generative AI (text generated in a domain you don't understand looks fine at first glance), already a mention of attention models, and there's even a reference to the model "hallucinating" some URL.

    It's also all charmingly tiny. I was surprised at the quality of the LaTeX generated from a network trained on a single book -- it looks like a proof, has sequential lemmas, closes all brackets...

    Also interesting to read the original discussion with a decade of hindsight: https://news.ycombinator.com/item?id=9584325