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This new transistor from China might end silicon’s reign and turn your next laptop into a speed demon


China has begun mass production of next-generation processors based on molybdenum disulfide instead of traditional silicon semiconductors1. 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 systems2.

The breakthrough came through developing a Hybrid Stochastic Number (HSN) system that combines traditional binary with probability-based numbers2. 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 systems2.


  1. AzerNews - China mass-produces silicon-free chips ↩︎
  2. SCMP - China starts mass production of world's first non-binary AI chip ↩︎ ↩︎ ↩︎
in reply to mystic-macaroni

Wom't make a difference with any current OS, none of those would work with the new arquitecture, way different from the current one. One thing is the new hardware and another is the current lack of any soft or OS for it. Not even DOOM would run in it.
Maybe in one or two years it would make sense to change your PC.

Another alternative to silice are diamonds, there the chips are with the same arquitecture as those from silice, but with the advantage that they support much more heat to the point that they don't even need refrigeration, apart the electric apabilities of diamond is way better as those from silice, that permits a way higher speed and stability. The price isn't much higher as the one from normal chips with sythetic diamonds. They are already in use, even with manufactories in Spain.

This entry was edited (2 weeks ago)
in reply to Zerush

They are already in use, even with manufactories in Spain.


That's not a diamond transistor company. They are making diamond wafers to mount to traditional silicon. It's a heatsink.

Here's a good overview of the current state of the art in diamond transistor manufacturing.

youtu.be/NLmd5vL0zmk

in reply to Zerush

New materials doesn't mean new architecture. They can build RISC-V or ARM chips with that.
in reply to Zerush

It's only a matter of time until somebody figures out how to mass produce a computing substrate that will make silicon look like vacuum tubes. We don't need to discover any new physics here. Numerous substrates have been shown to outperform silicon by at least an order of magnitude in the lab. This is simply a matter of allocating resources in a sustained fashioned towards scaling these proofs of concept into mass production, something planned economies happen to excel at.
in reply to ☆ Yσɠƚԋσʂ ☆

The United States outsourced our manufacturing, including our manufacturing design and development skill, to China many decades ago. My money’s on China.
in reply to 4am

All hanging off a Dutch company that makes arguably the most complicated machine the human race has ever built. (EUV lithography is absolutely astounding, when you have even a passing understanding of the tolerances required to make it work.)

ASML, manufacturer of photolithography machines.

This entry was edited (2 weeks ago)
in reply to Fluke

Only for the highest-end, smallest-process chips, and I doubt they’ll be the world leader for much longer.
in reply to ☆ Yσɠƚԋσʂ ☆

Yes gallim arsenid transistors wold be about 10 times faster. But also about 100 times more expensive.

(Numbers pulled out of my ass.)

in reply to ragas

The cost invariably goes down as production of any new technology ramps up though.
in reply to ☆ Yσɠƚԋσʂ ☆

The problrm is that this is already calulated st scale.

Silicon isn't the best material for semiconductors, it never was. What makes silicon special is that it is the cheapest material for semiconductors.

So unless there is some kind of scientific breakthrough with one of the other semiconductor materials, this equation will not change.

in reply to ragas

If you look at the price of silicon chips from their inception to now, you can see how how much it's come down. If a new material starts being used, the exact same thing will happen. Silicon was the first substrate people figured out how to use to make transistors, and it continued to be used because it was cheaper to improve the existing process than to invent a new one from scratch. Now that we're hitting physical limits of what you can do with the material, the logic is changing. A chip that can run an order of magnitude faster will also use less power. These are both incredibly desirable properties in the age of AI data centres and mobile devices.
in reply to ragas

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.
in reply to ☆ Yσɠƚԋσʂ ☆

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.

in reply to ragas

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.

in reply to ☆ Yσɠƚԋσʂ ☆

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.

in reply to ragas

I'm beginning to get the impression you don't actually understand what the term economics of scale means.
in reply to ragas

I've already explained the dynamic numerous times in this very thread.
This entry was edited (2 weeks ago)
in reply to ☆ Yσɠƚԋσʂ ☆

Sure but no proof an no sources. Come on man it can't be that hard to find.
in reply to ragas

U need sources on how/why economies of scale work, and how supply chains evolve?
in reply to locuester

Sure because apparently I do not understand how it is able to beat the laws of physics.
in reply to ragas

in reply to ☆ Yσɠƚԋσʂ ☆

in reply to ragas

I love how you just keep repeating the same thing over and over. Your whole argument is that we need some amazing breakthrough to make other materials viable, but the reality is that it's just a matter of investment over time. That's it. China is investing into development of new substrates at state level, and that's effectively unlimited funding. The capitalist economic arguments don't apply here. If you think they won't be able to figure this out then prepare to be very surprised in the near future.
in reply to ☆ Yσɠƚԋσʂ ☆

Look unless you come up with any substantiating, through sources, of your constantly repeated same argument of scale being the only thing that matters, this discussion is over.
in reply to ragas

Are you seriously asking for sources for things that HAVE NOT BEEN DONE YET, that's what you're asking for here? 🤡
in reply to ragas

Sources are evil because they don't have any that would prove them right. Notice how they didn't even try to, but you gave plenty. Surely that's not odd.
in reply to Eugene V. Debs' Ghost

Can you tell me what sources you two are asking for? My argument is that economies of scale make new technologies cheaper over time because industrial processes become refined, people learn better and cheaper ways to produce things, and scaling up production brings the cost down. What are you asking me to source here specifically?
in reply to ragas

Silicon isn't the cheapest, sand is. The manufacturing price of the silice mono crystal is high and very similar of that from mono crystal fabrication of any other substance. Artificial diamonds as raw material isn't much more expensive, used in the industry since a long time, manufactured in mass for cutting tools, drills, abrasive material..., nothing to do with the ones for jewelery.
in reply to Zerush

Bismuth oxyselenide? You mean it can cure both indigestion and get rid of dandruff‽
in reply to Riskable

No, don't eat the rocks, we're trying to make them think!
in reply to Zerush

I'm all for overthrowing the monarchy but my laptop is already full of demons but I do not want them to have a drug problem too that's be unhealthy I hear
in reply to Zerush

“This allows electrons to flow with almost no resistance, like water through a smooth pipe,” Peng explained.


Um actually even smooth water pipes have a lot of tubulance since all materials aren't perfectly smooth so the edges of the pipe have a lot of turbulance which dramatically slows down the water from the theoretical maximum.

in reply to pineapple

Marx never considered water pipes aren't perfectly smooth
in reply to ShinkanTrain

If the Party says the pipes are smooth, the pipes are smooth.
This entry was edited (2 weeks ago)
in reply to pineapple

Now I wonder what would happen if you coated together a super hydrophobic layer.
in reply to Zerush

dang I never thought of that. I always assumed silicon was basicly the end, except for quantum computers which aren't very useful for most computing.
in reply to pineapple

Never assume something is the end. There is always something better. It is just one breakthrough away.
in reply to B0rax

—me encouraging our locksmith after we've accidentally triggered the prison alarm
in reply to Zerush

en.wikipedia.org/wiki/Abundanc…

silicon – 28.2% of earth's crust; 7,200,000 tonnes extracted per year

bismuth – 0.00000085% of earth's crust; 10,200 tonnes extracted per year

This entry was edited (2 weeks ago)
in reply to frightful_hobgoblin

And yet Pepto Bismol is found in huge quantities on every drugstore shelf in the world. How will they ever find enough?? 😂
in reply to frightful_hobgoblin

Industrial diamonds made with almost everything which contains Carbon.
in reply to frightful_hobgoblin

doesn't it say "molybdenum disulfide" in the text?

molybdenum - 1.2 ppm (0.00012%); 227,000 tonnes extracted per year

in reply to gandalf_der_12te

The techradar text says bismuth; the azernews.az text says molybdenum
This entry was edited (2 weeks ago)
in reply to frightful_hobgoblin

This is the first thing that came to mind when reading the article. Replacing silicon with bismuth sounds like a downside.
This entry was edited (2 weeks ago)
in reply to frightful_hobgoblin

Silicon is used for way more than just chips though, I'd be surprised if it's more than a percent
in reply to Zerush

so, if i understand this correctly, it can do stuff like fast and cheap imprecise arithmetic of floating point numbers by doing something like converting the signal to a continuous (non-binary) voltage, then doing some analogous circuitry, then converting the signal back to digital?
in reply to gandalf_der_12te

It seems to be an AI accelerator. Without reading the source, to me seems that that's the game. Interesting.
in reply to certified_expert

yeah because AI does a lot of floating-point calculations, and precision is famously not very important there (i.e. google replaced all floating point numbers in their AI models with 8-bit precision fixed-point numbers and the performance is just as good).
in reply to Zerush

Well good to know the chips won't stick to anything since they're made out of anti-seize grease.
in reply to Zerush

Sounds like total incompatibility. It will take decades before we could even think about incorporating non binary based systems into our workflow.