China has begun mass production of next-generation processors based on molybdenum disulfide instead of traditional silicon semiconductors[1]. According to Professor Li Hongge’s team at Beihang University, these chips merge binary and stochastic logic to achieve better fault tolerance and power efficiency for applications like touch displays and flight systems[2].

The breakthrough came through developing a Hybrid Stochastic Number (HSN) system that combines traditional binary with probability-based numbers[2:1]. This innovation helps overcome two major challenges in chip technology - the power wall from binary systems’ high energy consumption, and the architecture wall that makes new non-silicon chips difficult to integrate with conventional systems[2:2].


  1. AzerNews - China mass-produces silicon-free chips ↩︎

  2. SCMP - China starts mass production of world’s first non-binary AI chip ↩︎ ↩︎ ↩︎

    • ☆ Yσɠƚԋσʂ ☆@lemmy.ml
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      11 hours ago

      Again, silicon was the first one that people figured out how to mass produce. Just because it was cheaper, doesn’t mean that a new material put into mass production won’t get cheaper. Look at the history of literally any technology that became popular, and you’ll see this to be the case.

      • ragas@lemmy.ml
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        10 hours ago

        After considering multiple other options for mass production.

        Germanium transistors are still mass produced to this day, but only for the niche products where silicon doesn’t cut it.

        The semiconductor industry is still constantly looking for other materials to use. Graphene is a big contender.

        You act like the industry can switch to a bunch of materials and have better products but they are just too lazy to do it.

        But actually more likely is that through its physics and availability silicon is just the best material for the job. Of course unless some scientific breakthough comes along but it is not here yet.

        Looking into history is distorted here because you only see what succeeded.

        • ☆ Yσɠƚԋσʂ ☆@lemmy.ml
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          8 hours ago

          What I keep explaining to you here is that silicon is not inevitable, and that it’s obviously possible to make other substrates work and bring costs down. I’ve also explained to you why it makes no business sense for companies already invested in silicon to do that. The reason China has a big incentive is because they don’t currently have the ability to make top end chips. So, they can do moonshot projects at state level, and if one of them succeeds then they can leapfrog a whole generation of tech that way.

          You just keep repeating that silicon is the best material for the job without substantiating that in any way. Your whole argument is tautological, amounting to saying that silicon is widely used and therefore it’s the best fit.

          • ragas@lemmy.ml
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            7 hours ago

            Without substantiating? I linked a Wikipedia article as a source, which explains quite a lot of the reasoning for choosing silicon.

            The only thing that you reiterate here is economics of scale and you haven’t provided any source that substantiates that there are other materials where the economics of scale might lead to a better and/or cheaper product.