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  1. Bob Mottram (bob@social.freedombone.net)'s status on Monday, 13-Nov-2017 07:13:50 EST Bob Mottram Bob Mottram
    This all sounds great until you realize that it was done multiple decades ago, and it's actually much better to do this via genetic programming because you can generate real working programs with valid syntax in your chosen language, rather than just a bunch of weights.

    Unfortunately, and despite some pretty good efforts, automating the task of programming turned out to be really hard even if you have a lot of training data and CPU power. In practice there are not many types of problem which can be programmed for in this manner.

    https://medium.com/@karpathy/software-2-0-a64152b37c35
    In conversation Monday, 13-Nov-2017 07:13:50 EST from social.freedombone.net permalink

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      Software 2.0 – Andrej Karpathy – Medium
      from Medium
      I sometimes see people refer to neural networks as just “another tool in your machine learning toolbox”.
    1. Hattie Cat (hattiecat@quitter.no)'s status on Monday, 13-Nov-2017 15:48:49 EST Hattie Cat Hattie Cat
      in reply to
      @bob This neural netty stuff sounds great on one level but you can't reason about it, have no idea how it works (comes up with the answers it does) or know how it'll perform with unexpected input outside of its training set. May not be an issue for some applications I guess.
      In conversation Monday, 13-Nov-2017 15:48:49 EST from quitter.no permalink
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