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Plinz's profile
Joscha Bach
Joscha Bach
Joscha Bach
@Plinz

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Joscha Bach

@Plinz

FOLLOWS YOU. Artificial Intelligence, Cognitive Architectures, Computation. The goal is integrity, not conformity.

San Francisco, CA
bach.ai
Joined April 2009

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    Joscha Bach‏ @Plinz 10 Jan 2019
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    AI is now largely concerned with the creation of models, with each model being specific to a single task. Human learning integrates everything into a single model of the same reality, which we call the universe. Unified learning is the most important open problem in AI.

    5:52 PM - 10 Jan 2019 from Cambridge, MA
    • 17 Retweets
    • 85 Likes
    • Dave Marshall Ankesh Anand Koen Van Spaendonck Fredrik Forsberg Jason McCandless Thalal Gasea Alex Ingabire Rita Max Reddel
    14 replies 17 retweets 85 likes
      1. New conversation
      2. Dennis Hansen  🧢‏ @dennizor 10 Jan 2019
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        Replying to @Plinz

        Do you think it will be models of models of models- the composition of models? Or perhaps one more homogenous model?

        1 reply 0 retweets 1 like
      3. Joscha Bach‏ @Plinz 10 Jan 2019
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        Replying to @dennizor

        It bottoms out quickly. There are not that many ways to make models.

        1 reply 0 retweets 1 like
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      2. Michael Cannon‏ @philososkier 10 Jan 2019
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        Replying to @Plinz

        By unified, do you mean integrating all the different domain-specific functions and models together? Generality of gen intelligence does seem more about the cross-domain integration than multi-domain competence. If so, is this possible in disembodied AI/computers systems? Or?

        1 reply 0 retweets 1 like
      3. Joscha Bach‏ @Plinz 11 Jan 2019
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        Replying to @philososkier

        There is only one domain.

        1 reply 0 retweets 2 likes
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      2. Jamie‏ @thompsonj8 10 Jan 2019
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        Replying to @Plinz

        Agree. Our internal general model of the universe is what we all perceive and interact with daily. GAI would also need desire and intent to become an 'agent' which interacts with its environment. I don't think we understand desire, purpose and 'free will' enough yet.

        1 reply 0 retweets 0 likes
      3. Joscha Bach‏ @Plinz 11 Jan 2019
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        Replying to @thompsonj8

        Desire is the representation of a regulation need, based on a difference between current value and target value in a demand dimension. Purpose is a model of needs. Free will is the ability to do what you think is right.

        0 replies 0 retweets 2 likes
      4. End of conversation
      1. New conversation
      2. Kent Jenkins‏ @KJ_SFlaw 10 Jan 2019
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        Replying to @Plinz

        I'm not sure accomplishing that is a good thing. It is the diversity of world view that keeps our planet both in peril and resilient. Because no map is the real thing, no model can be complete and reliance on a single unified model blinds us to the black swans.

        1 reply 0 retweets 2 likes
      3. Joscha Bach‏ @Plinz 10 Jan 2019
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        Replying to @KJ_SFlaw

        Our world view is not that diverse. It is composed of not more than a few dozen main narratives with perhaps a few thousand model dialects, that could be translated into just a handful of main approaches if people fixed their foundations.

        1 reply 0 retweets 1 like
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      2. Antoine Dennison‏ @AntoineDennison 10 Jan 2019
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        Replying to @Plinz

        Give it time. If we're going to compare narrow A.I. to humans after only a few years of evolution, narrow A.I. is markedly ahead in its development.

        1 reply 0 retweets 2 likes
      3. Vlatko Babić‏ @sdeslav 10 Jan 2019
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        Replying to @AntoineDennison @Plinz

        Bingo!

        1 reply 0 retweets 2 likes
      4. 11 more replies

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