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Money is more focused on rolling out AI as fast as possible, rather than dealing with the side effects of that.

It _would_ set the bar for a viable bot slightly higher. I'm not sure that's enough to justify it though.

Seems anticompetitive..


Fitefox has faster WASM and WebGPU at least. Kind of doesn't matter since Chrome has bloated the standard so much that many websites only work in chrome


And, a different way of stating the same thing, they're actually way ahead of everybody in shipping production Rust code in the browser, which is a big part of the efficiency gains in recent years.


> faster WASM and WebGPU

Regarding WASM at least, it seems to depend. https://arewefastyet.com/


Many "solar power stations" can be used as a UPS, with competitive switching speed. Just not sold under that label. You can even get one made entirely in the US, but it will cost you: https://enphase.com/store/portable-energy/iq-powerpack-1500-...

But yeah, the cheap chinese "power stations" run circles around most UPS capacity wise. UPS market is very complacent.


Seems like an opportunity for someone


No, it's a bad fit. it would be pure marketing. Lipo slowly destroy themselves when charged. Lead acid slowly destroy themselves when not charged.


There are different LIPO chemistries. LFP in particular has little problem with being fully charged. You'll see it get swapped in for lead acid chemistries even in places like car/motorcycle batteries.

If you want an Lithium power supply then the keyword to look for is "LFP".


And LFP is also cheaper per unit energy and less of a fire hazard. Hard to imagine why you would use a different lithium-chemistry in a UPS.


Can't we just not push the lipos to 100% and have the UPS maintain a ~60% charge instead and get a long life span?


Many of these power stations (including the one I linked) are LFP chemistry


In the US as of June 2024: Gas peaker plants are: $110-228 And Gas combined cycle: $45-108

PV in the US is also more expensive than globally however: $38-171 for Utility scale with storage, when including subsidies, $60-210 when not.

Coal is so much worse in every cost metric than gas combined cycle it's not worth considering, even leaving the pollution aside.

https://www.energy.gov/sites/default/files/2024-12/34-%20Exh...


Managed to talk about china's energy buildout _without_ mention of renewables? I think this pivot is 100% designed to get government money: - natrual gas turbine - china is scary - something something it's a race - china energy is good because no regulations, totally not because they are lapping the world on renewable buildout


China alone this year has added 221GW of Solar Energy, which is about 2x the rest of the world combined.

it's a nice pivot though - turbines are just turbines.


Turbines are useful even in a 100% renewable powered world.


Perhaps not in a 100% world, though I'll give you the point that they are useful now.

In a 100% renewable world we would not be extracting or refining oil. Natural gas (used by these turbines) is a byproduct of oil drilling. Were we not burning the oil, the natural gas might be too expensive alone.

Also, in a 100% renewable world we would (by definition) have enough generation all the time - (covered by batteries and good baseload sources) that turbine power was no longer required to cover peak loads.


It's not clear (yet) what a 100% clean energy powered world would use to cover the last couple of percent of demand when loads peak and/or variable generation troughs for extended periods.

It'll be some combination of demand management (which isn't nearly as horrifying as people make it out to be), pumped hydro, long-duration batteries like iron-air, but also possibly burning hydrogen or hydrogen-derived synthetic fuels (produced by electrolysis when hydrogen is abundant) and/or biofuels in turbines.


Somebody calculated that a home in UK needs 1 Megawatt-Hour battery to backup solar energy during the winter. I suspect in 10 years that may cost below 25K, a small fraction of the property cost.


But is it really 1 MWh of _electricity_, or could you replace a good chunk of that with a huge tank of boiling water? In the winter, about half of my electricity consumption goes to my heat pump, to produce 45-50C water for heating and tap water. But if we could increase the reservoir temperature to 95C (or even go superheated to 160C at 6 bar), then it could supply the 45-50C flow temperature much longer without needing to recharge.


In cold places district heating solutions with seasonal storage, like this one, make a lot of sense:

https://www.vantaanenergia.fi/en/about-us/projects/varanto-t...


That's probably assuming a solar system sized to cover typical summer energy usage. You can simply over-provision solar until you have wasted capacity in summer and little to no storage requirement in winter. Then it's just a tradeoff between battery and solar costs to find the best price point.

Also this calculation probably assumes no baseload power imported from the grid, where means such as wind and tidal power work year-round and help offset the need for batteries.


The UK is very far north and very windy. I suggest a smaller battery and a wind turbine.


There is a time- honored, straightforward way to deal with the last two percent problem, which is to overbuild by a couple of percent or so.


That’s not how the maths works unfortunately.

Basically, you end up having to overbuild to crazy levels, or build insane amounts of battery storage, which only gets used a few days a year.


That is right (if rather exaggerated, and I will note that it was you who originally picked the figure of two percent), and in practice, we accept a certain risk that we will not always have all the capacity we want, even though (or because) we cannot precisely predict how big or often these events will be. There is no particular reason to think this specific case is any different.


Why can't we predict how big or how often those events would be? We have clear understandings of the distribution of probabilities for all kinds of weather scenarios - see for example 1-50/100/1000 year flood/droughts.


I'm not saying we cannot do it, just that we cannot always get it right, and there is plenty of empirical evidence for that.

The second point is that the distribution has a long tail, especially when we consider the possibility of multiple independent incidents overlapping in time, to the point where it becomes infeasible to suppose that we could be prepared to continue operating as if nothing had happened in all conceivable scenarios, regardless of how accurately we could predict their likelihood.


I do not understand your argument We also cannot get right predicting the failures of fossil fuel generation. Sometimes multiple plants have outages that coincide and we have blackouts. Shit happens, and will continue to happen. Meanwhile we can make statistically rational plans.

We have coal fired plants in Australia with <90% uptime (often unscheduled), but somehow they're considered baseload rather than intermittent.


And I cannot figure out why you are saying this, as nothing I have said previously either contradicts what you say here, or is contradicted by it. If you could say what you think I am saying in my posts in this thread, we can sort it out.

EDIT: I see the problem starts with the first sentence of your first post here: “Why can't we predict how big or how often those events would be?” - which is completely beside the point in my response to rgmerk, who wrote “It's not clear (yet) what a 100% clean energy powered world would use to cover the last couple of percent of demand when loads peak and/or variable generation troughs for extended periods.” My response to this and the follow-up is this: a) if we are talking about two percent, we can overbuild the renewable capacity, and b) if we are considering all eventualities, there inevitably comes a point where we say that we are not going to prepare for uninterrupted service in this event.


> a) if we are talking about two percent, we can overbuild the renewable capacity,

We've pointed out why this is a poor argument.


No you didn't; you pointed out why it is not, in itself, a significant issue in the first place (which rgmerk tacitly seems to recognize in his first response, through pivoting away from the 2% claim.) My position on this has been that if the issue really is over ~2%, there is a simple solution.


You even admitted it was a poor argument.

I'll state it plainly: to get to the same level of reliability as the existing grid with just wind, solar, and batteries requires unacceptable amounts of overprovisioning of these at high latitude (or unacceptably high transmission cost).

Fortunately, use of different long duration storage (not batteries) can solve the problem more economically.


> You even admitted it was a poor argument.

"Creative" re/misinterpretation is becoming quite a thing here - what I actually did was agree that rgmerk had a more defensible position after he pivoted away from his original ~2% claim to a more reasonable one.

I'll state it plainly: rgmerk's subsequent pivot in his stated claims does not retroactively make my response to his original claim wrong! (Not even if the subsequent claim more accurately reflects what he really meant to say.) I am having trouble figuring out why anyone would think otherwise.


We can and do, and there are detailed plans based on those weather scenarios (eg for the Australian east coast grid; there is AEMO’s Integrated System Plan).

Things in the US are a bit more of a mixed bag, for better or worse, but there have been studies done that suggest that you can get very high renewables levels cost effectively, but not to 100% without new technology (eg “clean firm” power like geothermal, new nuclear being something other than a clusterfumble, long-term storage like iron-air batteries, etc etc etc).


The best technologies there are (IMO) e-fuels and extremely low capex thermal.

There are interesting engineering problems for sources that are intended to operate very infrequently and at very low capacity factor, as might be needed for covering Dunkleflauten. E-fuels burned with liquid oxygen (and water to reduce temperature) in rocket-like combustors might be better than conventional gas turbines for that.


Curious - any references for those “rocket turbine” motors, particularly for this application? I’ve not seen that idea before.


It's mostly something I thought about myself. The prompting idea was how to massively reduce the capex of a turbine system, even if that increases the marginal cost per kWh when the system is in use, and also the observation of th incredibly high power density of rockets (they're the highest power density heat engines humanity makes). So, get rid of the compressor stage of the turbine, be open cycle so there's no need to condense steam back to water, and operate at higher pressure (at least an order of magnitude higher than combustion turbines) so the entire thing can be smaller.

You'd have to pay for storage of water and LOX (and making the LOX) so this wouldn't make sense to prolonged usage. On the plus side, using pure LOX means no NOx formation, so you also lose the catalytic NOx destruction system a stationary gas turbine would need to treat its exhaust.

I vaguely recall some people in Germany were looking at something like this but I don't remember any details.


The problem is the last two percent isn't evenly distributed in time, but rather occurs rarely, but in large chunks. On average it's 2%, but not at each point in time.

Also, if solar ends up much cheaper than wind there's going to be need for seasonal energy storage, which could be considerably more than 2% at high latitude. Batteries are unsuitable for this.


Or very long term thermal storage, as from standardthermal.com

This would also need some sort of turbine to convert back to electrical energy.


Particularly with the development of fracking, natural gas production is no longer a just a byproduct of oil production, and can be (and is) pursued independently. Nevertheless, I agree that we developing renewables should be our priority.


If China had "no regulations" and was building out 100% coal, no one would be worrying that China industry would have an advantage due to low electricity cost vs rest of world.


China's energy buildout is still mostly coal. Go look at the last 20 years how much energy they've added for coal vs solar. Dont fall for the "solar has increased by 500%" trap.


You’re absolutely correct.

China didn’t start adding much in the way of solar prior to about 2020, whereas they added lots of coal generation in the past 20 years.

https://en.wikipedia.org/wiki/Electricity_sector_in_China


They are replacing old coal plants with more efficient cleaner designers. National security wise they still have lots of coal to work with, while most renewable energy is generated in the west where ongoing grid upgrades are needed to use it where people live (in the east).


The newer plants not only more efficient going from 30-35% of peak efficiency to something like 45%, they can also operate efficiently over wider range of power output and are faster to turn on/off.

This is very helpful to deal with variability with renewable output.


Coal consumption has peaked there. Solar is growing explosively.


Yes and:

Recent Volts episode has great overview of China's electro-tech build out, world is at or near peak fossil fuel across all sectors and countries (with 1 notable exception), etc.

Clean electrification is inevitable - A conversation with Kingsmill Bond of Ember Energy. [2025/11/21]

https://www.volts.wtf/p/clean-electrification-is-inevitable


Which begs the question of why AI DCs can’t be powered with their own solar they build out themselves.


No fundamental reason not to power them with renewables, either off-grid or with a small capacity grid connection. The argument that they need to run at full load 24x7 sounds more like a business requirement than a technical one. LLMs in particular with their stateless nature seem like an ideal candidate for global distribution.


The capital cost of the AI hardware is high and it depreciates quickly, being worthless in 5 years (or less). To make a profit, it needs to be run 24/7.

It’s sort of like how airlines like to fly their airplanes as much as possible.


Dont you think its a bit naive to be saying something peaked when it hasnt even been a year?


The economics are pretty strikingly in favour of renewables and batteries, and one thing China does not have is cheap natural gas.


In the past 5 years do you think China has added more solar or more coal power?


Why would that matter? PV and storage costs change very rapidly, so going even five years into the past would be very misleading.


If they can change rapidly how can you confidently assert the peak was this year?


Because coal use was increasing before this year, but the increase was very small this year. So, continued rapid installation of solar/wind/storage will likely lead to a decline in coal use next year.

What, you think continued rapid decrease in cost of solar and storage will somehow make this not happen?


This piece kind of ignores the "there is no feasible way to get enough electricity" argument. I think that's especially true if we have decided not to do solar or wind for some reason


Many modern ford cars have 6 CAN buses. ICE cars are not simpler. The tech _has_ been beaten with the hammer of incremental improvement for a long time, but ICE cars are not less computer controlled. If anything ice engines require many more "computers" and sensors to be efficient


My Hybrid F-150 is so freaking complex. They basically seem to have swapped many components over to electrical drive (like the F-150 Lightning), but they still have to slap all of the ICE components in there as well.


An yeah, and honestly we do seem to have a real problem. Here's hoping OpenAI doesn't get the bailout they seem to be angling for..


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