7 comments

  • red75prime 1 hour ago
    It reminds me of "At the time we drew boxes labeled 'perception', 'cognition' with arrows between them." An imprecise quote that I can't place.

    I guess my box labelled 'subconsciousness' is trying to say that low-level mechanisms that give rise to the observed cognitive phenomena might have nothing to do with neat boxes.

  • crorella 1 hour ago
    It looks like a lot like how data bases query optimizers work, with the exception that in the paper there is also a learning/memory component that conditions the evaluation of the answer provided by the first model.
  • sinuhe69 1 hour ago
    2021. Please remember the rule of HN to add the year if it’s not actual.
  • simianwords 45 minutes ago
    This has already been solved by GPT 5 Adaptive reasoning. A single model that knows when to reason or not based on a thinking parameter we provide (like xhigh). What’s the relevancy to post it today?
    • bpshaver 37 minutes ago
      Surely that is obvious
  • bbor 2 hours ago
    This is still a great paper, but it's missing the second axis of the quadric -- if the only two options are thinking fast or thinking about thinking, that leaves no room for thinking slow yet deliberately, AKA selfconsciousness. See https://www.gutenberg.org/cache/epub/4280/pg4280-images.html for details

    I do wonder if any of these folks ever got a chance to try this at one of the big labs, tho...

  • jannyfer 2 hours ago
    > submitted Oct 5 2021

    (In case people miss that before discussion)

    • tomhow 54 minutes ago
      Updated, thanks!
  • aidiscoverywire 1 hour ago
    [flagged]