2 comments

  • Lerc 1 hour ago
    I'm not sure how I feel about the Platonic Representation Hypothesis.

    In some ways it seems like it should be profound, but part of me thinks it might just be saying 'There is an optimal way to perform dimensionality reduction and as things get bigger it is easier to appoximate'

    • jebarker 45 minutes ago
      It’s less profound sounding if instead of talking about “representations of the world” you talk about compressed representations of data or decision boundaries in a classifier over data.
    • foolswisdom 58 minutes ago
      Seems to me that it matters because it has implications for how we can train smaller models?
  • suddenlybananas 28 minutes ago
    I thought the platonic representation hypothesis was much more ambitious: wasn't it supposed to apply for any model across modalities (e.g. including human minds), rather than just the same model but with different modalities? I'll have to actually read the paper but I suspect there to be very strong assumptions which defeat the interesting aspects of the platonic representation hypothesis.