Artificial-intelligence systems such as large language models (LLMs) can exhibit behaviour that seems strikingly intelligent. This has led many people, including some experts, to wonder whether these systems could have some form of consciousness — the capacity for subjective experience. However, we think that existing AI systems are not conscious, and that, along current trajectories of development, they are not likely to become conscious. Greater clarity about whether AI could become consciousness will be crucial as society grapples with the challenges posed by this increasingly powerful technology.

  • moonshine69@lemmy.nz
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    1 day ago

    A computer algorithm can absolutely be non deterministic, pick your language and run random.rand()

    There is a whole class of such algorithms https://en.wikipedia.org/wiki/Nondeterministic_Turing_machine

    But I don’t see how it makes a difference, even deterministic algorithms can produce infinite complexity, eg linear neural networks are proven to be able to compute any computable function, or the Mandelbrot set which is produced from a single recurrent statement but encodes a space of infinite complexity

    Maybe your point is to say that a brain is performing a non computable function…but since your brain is computing that function…is that a counter example?

    • TootGuitar@sh.itjust.works
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      1 day ago

      How are the numbers generated by random.rand() made?

      Also, NTMs are not algorithms, they’re models of computation in theoretical computer science.

      My point is that for brains, it’s not possible to recreate the exact same inputs to be able to test whether the brain produces the same output. So it’s literally not possible for brains to be deterministic.

      • Feathercrown@lemmy.world
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        19 hours ago

        How are the numbers generated by random.rand() made?

        You can hook computer randomness up to truly random* quantum processes with fairly simple specialized chips. Building your argument on such an easily avoided technical detail isn’t wise, because the question can very easily just be asked for a computer that does have access to a source of true randomness. Then it can be nondeterministic-- so what does that have to do with its consciousness or lack thereof?

        * unless the entire universe is secretly deterministic, I guess.

        • TootGuitar@sh.itjust.works
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          17 hours ago

          You can hook computer randomness up to truly random* quantum processes with fairly simple specialized chips.

          I know.

          Building your argument on such an easily avoided technical detail isn’t wise, because the question can very easily just be asked for a computer that does have access to a source of true randomness.

          I’m not building my argument solely on this, but maybe I’m being unclear, so I apologize.

          Let’s do exactly what you propose; now we pass a seed to the LLM generated from a true hardware-based random number generator. That doesn’t change anything about the LLM itself: it’s still deterministic. I don’t think it’s reasonable to claim that a deterministic algorithm can be conscious, and I think there are other factors as well (the fact that it doesn’t exist continuously, it exists for brief periods simultaneously in thousands/millions of instances at once, the fact that it is static and unchanging unless re-trained, etc) which all paint a pretty clear picture that it cannot have consciousness.

      • BJW@lemmus.org
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        23 hours ago

        My point is that for brains, it’s not possible to recreate the exact same inputs to be able to test whether the brain produces the same output.

        Yet.

          • BJW@lemmus.org
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            20 hours ago

            That is a bold statement. It’s just capturing all considerable information in a set coordinates of spacetime. How hard could it be? Very. But very hard is not impossible.

            • TootGuitar@sh.itjust.works
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              18 hours ago

              I might be confused, but it seems like you admitted in your reply to another message of mine that you won’t ever be able to test this empirically. I agree. How is it not impossible, then?

              • BJW@lemmus.org
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                18 hours ago

                I just don’t think it will happen within our lifetimes, but I don’t believe it’s literally impossible. It may as well be, but I still think the truth we can’t feasibly detect is that we’re just as much deterministic machines as the computers we use. It’s just a different medium for the same decision-making structure of neurons, whether physical or digital.

                  • BJW@lemmus.org
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                    17 hours ago

                    And ICE cars are very different from EV, but the end result is the same.