AI is bringing old nuclear plants out of retirement

https://www.wbur.org/hereandnow/2025/12/09/nuclear-power-ai

53•geox•1mo ago

Comments

danmaz74•1mo ago

At least, they're not reactivating a coal power plant.

rmoriz•1mo ago

Coal would harm the nature for months until the bubble bursts, nuclear waste will last forever. And hopefully the old nuclear plants won’t fail uncontrolledly.

sigwinch•1mo ago

The mercury and other pollution dusted by coal doesn’t degrade. It has the same two solutions as nuclear waste: ignore or concentrate.

rmoriz•1mo ago

if you operate a coal plant for 3 years until the bubble bursts, you will emit 3 years of toxins and carbon dioxide. If you operate a nuclear plant for just one minute, your highly radioactive waste will be a burden for thousands of generations.

SoftTalker•1mo ago

Nuclear waste is not a burden. It's very manageable. The problem would be in any uncontained accident. The probability of that is low but not zero, especially in old reactor designs such as the ones they are talking about reactivating.

ponector•1mo ago

Compare in tons please, not in minutes.

Coal has heavy metals and traces of radioactive materials in it. Multiply to the thousands tons and maybe they are more harmful than nuclear.

solarengineer•1mo ago

The old nuclear plants should definitely be inspected and safety issues should be remediated.

I have found this page on nuclear waste to be informative https://world-nuclear.org/nuclear-essentials/what-is-nuclear...

Some points: - The generation of electricity from a typical 1,000-megawatt nuclear power station, which would supply the needs of more than a million people, produces only three cubic metres of vitrified high-level waste per year, if the used fuel is recycled. In comparison, a 1,000-megawatt coal-fired power station produces approximately 300,000 tonnes of ash and more than 6 million tonnes of carbon dioxide, every year.

Important condition being "if the used fuel is recycled".

To quote from the article on recycling:

"Although some countries, most notably the USA, treat used nuclear fuel as waste, most of the material in used fuel can be recycled. Approximately 97% – the vast majority (~94%) being uranium – of it could be used as fuel in certain types of reactor. Recycling has, to date, mostly been focused on the extraction of plutonium and uranium, as these elements can be reused in conventional reactors. This separated plutonium and uranium can subsequently be mixed with fresh uranium and made into new fuel rods.

Countries such as France, Japan, Germany, Belgium and Russia have all used plutonium recycling to generate electricity, whilst also reducing the radiological footprint of their waste. Some of the by-products (approximately 4%), mainly the fission products, will still require disposal in a repository and are immobilized by mixing them with glass, through a process called vitrification."

There are various informative videos on Youtube that cover vitrification, where the remaining waste is melted with glass-forming materials at a high temperature, and the resulting matter can be safely stored in steel vats. In comparison to carbon from coal, the volume is miniscule.

Filligree•1mo ago

Radiation from coal goes into the air and tailings, which aren’t well controlled, and stays dangerous for centuries.

Radiation from nuclear waste is constrained to steel casks in cooling ponds, and the waste can be reprocessed for use in breeder reactors instead of letting it sit.

rmoriz•1mo ago

The costs of protecting nuclear waste for 100.000 years from terrorists and during wars will be impossible. It's a super easy target. Just attack the power plants and nuclear waste facilities of the opponent and you have won the war.

SoftTalker•1mo ago

Well we've had them since the 1950s, where are all these terrorist attacks? The only nuclear disasters have been accidental, and those were made worse by early reactor designs that didn't account for safety to the degree necessary.

rmoriz•1mo ago

The Twin Towers were attacked almost 30 years after.

hagbard_c•1mo ago

> nuclear waste will last forever

Nuclear 'waste' is just waiting to become new nuclear 'fuel' in a fast neutron or 'breeder' reactor. Treated this way the volume of nuclear waste can be reduced by 90% while the remaining highly radioactive waste only needs to be stored for some hundreds of years instead of thousands due to its much shorter half life. It also extends the viability of nuclear fission (as opposed to fusion) by a factor of 10 by producing new fissionable material.

pfdietz•1mo ago

Recycled plutonium has negative value. It costs more to fabricate fuel elements out of it than it saves in uranium mining and enrichment costs. There is no great financial windfall waiting here.

hagbard_c•1mo ago

There is, however, a marked reduction in the amount of nuclear waste in need of storage as well as a marked increase in the amount of available fissionable material. Given that one of the arguments against nuclear fission is the amount of waste which needs to be stored for a very long period this in itself is worth the effort of reprocessing spent fuel pellets. Do this at a large enough scale and the price of reprocessing will come down as well. As long as nuclear fusion is still 10 to 30 years away nuclear fission is one of the few reliable day-and-night hell-or-high-water power sources which doesn't (or, let's rephrase it, shouldn't) scare those who believe in the CO₂ scare nor does it (or, also rephrased, should it) rely on resources from politically volatile regions.

pfdietz•1mo ago

Waste handling is also a bad argument for reprocessing. It turns out it's cheaper to just procrastinate. If you want to reprocess to reduce waste, you spend less money (incorporating the time value of money) if you wait 10 years. And then you spend less if you wait another 10 years. And so on, indefinitely.

hagbard_c•1mo ago

You keep on returning to the argument that it costs less to do X instead of Y while I point out that one of the arguments against nuclear power has been the problems with nuclear 'waste' as well as the fact that reprocessing this 'waste' increases the amount of fissionable 'fuel' by a large factor. It may cost less money to ignore the 'waste' problem but doing so only adds fuel to the fire stoked by those who want to stop nuclear power no matter what. If access to enough fissionable material is guaranteed - in other words if that material is found within national borders and can be mined without hindrance by 'green' activists (which is not the case in e.g. Sweden where Uranium is available but not mined) and there is a stable storage facility for the resulting nuclear 'waste' and the same 'green' activists are kept at bay it may a good solution to 'procrastinate'. You'll notice there's a lot of 'ifs' in that sentence.

s long as nuclear fusion is not available it makes sense to further develop nuclear fission, including the 'waste' problem.

pfdietz•1mo ago

I keep returning to cost because it's the only issue that matters.

Nuclear power is in trouble because it costs too much. The other issues -- safety, waste, proliferation -- they don't make any difference. Make nuclear much cheaper and we'd build much more of it. Improve any of those other metrics without making it cheaper and it will go nowhere.

Cost also matters because in any situation where choices have to be made between alternatives, you need a way to evaluate the tradeoffs. This can only be done by reducing the alternatives to a metric that can be compared, and that metric is in units of some currency. Even human life is reduced to a dollar value when evaluating choices, the so-called "statistical value of a human life".

hagbard_c•1mo ago

Nuclear power is expensive partly because it is bound and tied in endless bundles of regulation and legislation even though going by the statistics it is one of the most safe power sources available. Take away the regulatory burden - which does not mean 'let them do whatever they want', it means 'make sure it is safe and no more than that' - and it will get less expensive rather quickly. Stop treating every single nuclear power plant as a on-off project which needs its own decade-long regulatory approval, replace it with type approved reactor systems and most of those issues disappear.

Nuclear power is expensive because it is supposed to so expensive not to be viable, not because of inherent problems with nuclear power. If the same regulatory burden had been placed on e.g. wind and solar - treat every turbine as a one-off project in need of approval, use land use approval procedures to stall construction, put a turbine blade recycle burden on the turbine owner, etc - those power sources would be just as expensive and unviable. The same goes for coal, oil and gas plants, hydropower installations - which are starting to be treated similarly where I live (Sweden) since the 'green' politicos decided they don't like small-scale power hydro plants - and any other power source. Regulations can make or break a power source, in case of nuclear it seems to be hell-bent on breaking it.

pfdietz•1mo ago

Ok, now you're repeating the usual nuclear bro bullshit.

Nuclear isn't competitive anywhere. Even in China, vastly more renewables are being installed (even taking into account capacity factors.) If the putative excuse you are desperately depending on there is so powerful it applies universally, even in non-democracies, what chance is there it could be overcome?

The same regulatory burden isn't placed on wind/solar because there's no need for it there. Wind and solar are not subject to low probability, very high cost accident scenarios that are the driver for nuclear regulation. And, wind/solar have the advantage of being highly redundant, not being grouped into monolithic units with higher internal interdependency. This makes the renewables far less dependent on extreme reliability of components and their connections, and far less dependent on the skill and consistency of labor and those overseeing construction.

hagbard_c•1mo ago

The fact that you're starting to use expletives ('nuclear bro bullshit', 'putative excuse you are desperately...') tells me you're clutching at straws.

Wind and solar are fine until they are not and then what? Gas-fired plants are denounced because they emit scary CO₂, not to mention coal and oil. What are you going to use when the sun is absent and the wind is down? If geography allows for it hydropower is a good option, it also adds the potential for energy storage (pumped hydro) when the sun and wind are cooperating. Many countries lack such geography and in countries where it is available 'green' politicos sometimes make it hard to use this option - this is true for Sweden where the 'environmental party' (miljöpartiet) has been pushing for the removal of small-scale water turbines. What is left to provide the base load when renewable sources are not available? Nuclear is one of these options with the caveat that the high expense of building nuclear generators in combination with the relatively low cost of actually running these installations means that nuclear power stations are only viable if and when they can be run at full capacity 24/7. Given that the backup base load capacity has to be large enough to actually provide the base load and that a nuclear 'backup' option only is viable if it can run at full capacity this means that additional power sources like wind and solar will take up the role of providing extra capacity instead of base load capacity. If and when long-term - think 'months' instead of 'hours' - energy storage from renewable sources (other than hydro which already has this capacity) becomes available this situation will change but until such a time there is a need for a reliable 24/7 base load generation capacity. Given that fossil sources - gas, coal and oil - have been declared to be existential threats to 'the planet' what is left is hydro and nuclear. Hydro is great when it can be used but it is not an option in the flatlands. Nuclear, then, is the remaining option.

Notice I did not use any expletives? Try to do the same and you have a better chance of convincing me I'm wrong and you're right. You may be interested to know I built my own solar infrastructure here on our farm, 15 kW capacity, prepared for high-voltage storage. Since I built it we have only seen negative electricity bills, i.e. we sell more than we buy. I'm not what you'd call a 'nuclear bro', whatever that may be but I do appreciate the fact that there's power to be had from the grid when the sun is gone (which it is for about 20 hours per day) and the wind is down (similar in winter).

m4ck_•1mo ago

Tell that to the people in North Carolina whose neighborhoods were built on coal ash dumps. A little undocumented whooopsie from the power company and all the sudden your kids all have eye cancer.

rmoriz•1mo ago

AI is a bubble and in a few months, expensive nuclear energy will either be not needed anymore or replaced by cheaper solar and wind energy. The plant was decommissioned years ago because it was just not running profitable. And it will never be except within a bubble phase, like AI is currently in. Nuclear energy is the most stupid energy to ramp up during high demand phases.

rmoriz•1mo ago

Old nuclear plants are huge targets for sabotage by foreign spies and terrorists. If they can make one blow up, it will decide every conflict in their favour. It's like having a huge bomb in your garden on display for everyone to target.

cr125rider•1mo ago

I think it’s more of a “power any way we can get it” sort of strategy.

https://www.politico.com/news/2025/11/27/ai-gives-coal-plant...

t0mas88•1mo ago

Is AI energy consumption a stable 24x7 kind of thing? Inference load obviously changes with consumer traffic, so it will have a daily rhythm. But do the large providers use the rest of the capacity for training? Or are those separate clusters?

If it's a stable 24x7 load it would be ideal for nuclear energy, low carbon, but slow to adapt to changes in demand.

reactordev•1mo ago

It’s way more nuanced than this.

It’s not like when you ask GPT a question, the energy grid takes a dip. No, data centers have massive power draw. They also have battery backup systems that are the primary drivers of stable power along with power inverters and all sorts of power equipment on site. The fact that we are building out more data centers means we need more power. The energy marketplace has only so much extra capacity (various forms) before it too is depleted. So, you bring on more power plants, more reactors, more solar farms, moar powah!

No, what is sad is that we have the ability to turn every roof, every window, every side wall into a power source and yet we choose not to.

(I wrote a demand response energy grid “manipulation” platform)

tylervigen•1mo ago

Frontier LLM training can take months for a single run, which is about as stable as a load gets.

svara•1mo ago

Might make sense to scale the load by following electricity supply/prices though?

Staying that as a genuine question since I'm not sure how the math works out at that scale, you have to weigh that against hardware depreciation of course.

manquer•1mo ago

It does not.

Power purchase agreements are priced differently and usually written to guarantee power at a predictable price, think of it like reserved instances and spot on the cloud. Bulk of workloads don’t care or benefit from spot pricing.

Also Modern neoclouds have captive non grid sources like gas or diesel plants for which grid demand has no impact to cost. These sources are not cheap but DC operators have not much choice as getting grid capacity takes years . Even gas turbines are difficult to procure these days so we hear of funky sources like jet engines.

leviliebvin•1mo ago

Training on-demand, using spare GPU capacity is an interesting concept.

__MatrixMan__•1mo ago

Maybe in the future we'll be making thankless water heaters out of GPU's so they can kick on when there's demand for heat.

gcr•1mo ago

google research already does this by separating corp and prod quota scheduling, i'd be shocked if other big labs don't do this also

bonoboTP•1mo ago

It's different, more lightweight hardware for inference but can be in the same data center. Training requires beefier GPUs.

antonvs•1mo ago

At first I thought this meant they were vibe-coding the restart of an old nuclear plant. What could possibly go wrong?

bicx•1mo ago

On the bright side, maybe big tech will be the ones to accelerate fusion energy generation to a point of practical usage.

acessoproibido•1mo ago

To me one of the great tragedies of our time is that we could probably solve fusion if we just invested like 50 billion or something in it. Instead wasting so much effort on things like quantum computers seems insane.

Solving fusion could usher in the golden age that atomic power failed to produce

rcxdude•1mo ago

The thing that worries me is that it's still not obvious that fusion wouldn't also be the extremely expensive, slow to build boondoggle that fission is.

__MatrixMan__•1mo ago

Because it has the word nuclear nearby and we'll be surprised at how ignorant our regulators can be, or because it'll turn out to be less safe than we think and it'll get red taped to death like fission did, or some non regulatory reason?

actionfromafar•1mo ago

Or just orders of magnitudes more than expensive than paving solar and batteries everywhere. Also a juicy missile target.

ZeroGravitas•1mo ago

Because most plans for it still involve attaching a giant steam boiler to turn the heat it produces into electricity and that bit alone will cost more than renewable alternatives.

DANmode•1mo ago

Agreed.

Call me ignorant, but I’d rather we focus on stuff like increasing photovoltaic cell efficiency (and possibly cost-efficiency) by the 40%-60% we’re leaving on the table keeping them fully loaded and cooking.

Simple physics upgrades, like rotating cones, or lines of panels to swap with each other in Arizona-parking-lot conditions, can take us further, faster, and cheaper.

Nuclear is only safe after and during spending a bunch of money to keep it that way.

That makes me uncomfortable, because we’ve never had more instability in my lifetime, as far as “wildly important things not being addressed”.

dalyons•1mo ago

Because it’s going to be a ludicrously complicated, massive machine. Those are expensive to build and maintain

pfdietz•1mo ago

There are fundamental reasons why fusion, at least the DT variety, will be more expensive than fission. It has to do with inherently low volumetric power density of DT fusion reactors. ITER is 400x worse than a PWR; ARC is 40x worse. So, the reactor itself becomes much larger and, because it's also more complex, much much more expensive. The other putative advantages of fusion cannot make up for this. And fission itself is too expensive, so DT fusion loses to a loser. It's a double loser.

If you want to see where energy will come from in a deregulated environment, look at Texas. New grid capacity there is solar and batteries. Even gas isn't being installed much; the Texas state government put down $7.2B to fund more gas capacity yet this money has been mostly spurned, I think < $400M has been taken. New nuclear is completely out of the picture there.

Zigurd•1mo ago

Fusion will be slow to commercialize. Proof of concept is going to be much harder than for fission reactors. But if and when POC is attained, building commercial fusion reactors will not have as nearly much project risk, much less waste management risk, no proliferation risk, and much less financial risk in decommissioning. If you screw it up you can expensively damage your reactor, but you don't spread fallout, and you don't have to guard your waste like it's plutonium.

Neither fission nor fusion are going to put any juice on the grid before the AI bubble resolves, and then the financial calculations will be totally different.

__MatrixMan__•1mo ago

Maybe it'll be a model running on a quantum computer that points us towards high temperature superconductivity, which would simplify the plasma confinement problem and unlock fusion for us.

ETH_start•1mo ago

The great tragedy is that we already have a practically unlimited and environmentally safe source of energy, which is nuclear fission. And we simply don't use it at a significant scale because of irrational fears about meltdowns.

dalyons•1mo ago

No, it’s mainly because it costs too much.

ETH_start•1mo ago

The cost is almost entirely due to overly cautious rules for nuclear power generation.

dalyons•1mo ago

That’s not true. They are physically massive, incredibly complicated machines with all kinds of large scale pressure welding, forging, containment systems, 100s of miles of plumbing, and other serious large scale engineering. They will never be anywhere close to as cheap as something as dead simple & mass manufacturable as solar.

ETH_start•1mo ago

If they were intrinsically costly, they would have been costly in the U.S. in the 1960s, or in France in the 1970s-90s, or in South Korea today. It is because of regulatory ratcheting, and the effects of that (both direct and second order), that costs escalated.

dalyons•1mo ago

NPPs are intrinsically Big Projects. The western world is almost universally suffering from Baumol’s cost disease - we cannot build Big Projects at a reasonable price anymore. Subways, bridges, NPPs, you name it - all cost many multiples of their inflation adjusted 1970 cost. And that’s before they inevitably blow their budget by 2-3x. Until you can somehow fix the labor / housing / management cost issues NPPs will not be affordable, even if you relax nuclear specific regs.

Mass manufactured things like solar and wind turbines do not suffer this.

pfdietz•1mo ago

Rational aversion to financial meltdown, you mean.

The idea that nuclearphobia is to blame is a defensive fantasy.

ETH_start•1mo ago

It is not rational aversion. Nuclear is currently 10,000 less dangerous per unit of energy produced than the largest sources of energy: coal, oil and natural gas. We could afford to let nuclear get 10x less safe, so that it becomes vastly less costly to deploy, and a very possible result would be that it would replace the largest sources of energy, and would still be three orders of magnitude less dangerous than the sources of energy it replaced.

pfdietz•1mo ago

Regulation is inescapable, because the maximum damage from a nuclear accident would exceed the value of the company operating the reactor. A rational business treats any liabilities larger that what it could pay as equivalent, regardless of how large they could become, and hence will underinvest in safety measures.

And I'm sure you will agree there is a great and sorry history of nuclear efforts failing to achieve their cost targets. At this point, it is clear that such targets are sales numbers, not something one should actually believe. One cannot make this history go away just by wishing, as nuclear advocates like yourself seem wont to do.

I agree fossil fuels should go, but that's not an argument they should be replaced by nuclear. It's the argument nuclear advocates used to be able to lie back and comfort themselves with, but then you all got blindsided by renewables and storage zooming past you. You have to address those now, not the old competition you wished you were still running against.

ETH_start•1mo ago

Of course regulation is necessary. My point is that current nuclear regulation is disproportionate to actual risk, and that this mismatch has made nuclear uncompetitive relative to energy sources that are demonstrably far more dangerous on a per-unit-of-energy basis.

Even compared to solar, nuclear has a stronger safety record when measured by deaths per TWh, and this is when taking into account the worst nuclear catastrophe, Chernobyl. I am not arguing that the future should be all nuclear, or even predominantly nuclear. I am arguing that the present regulatory regime reflects a mispricing of risk, particularly relative to hydrocarbons, and that this has pushed us into a suboptimal energy mix.

On cost overruns: the strongest correlation is with regulatory ratcheting, which also had harmful second order consequences for cost control from failing to reach larger scale construction, like bespoke designs and loss of construction continuity.

blibble•1mo ago

> Instead wasting so much effort on things like quantum computers seems insane.

could be worse, could be all that effort, energy, talent and now nuclear waste to produce infinite pictures of shrimp jesus

.... oh crap

dalyons•1mo ago

Fusion likely wouldn’t solve much. Fuel and disposal costs are a small part of nuclear costs. It’s amortized capex for the extremely expensive plant, then maintenance. Fusion would make both of those costs worse

pfdietz•1mo ago

Exactly right. Fusion's only hope (and IMO it's not a great one) is a system where entire parts of a fission plant can be deleted. Helion does this by not needing turbine + generator, but doing direct conversion of plasma energy to electrical energy. But even so, they have to struggle with capex and reliability. Their reactor is coupled with a huge bank of capacitors (Zap has a similar problem; it's startling how large the capacitor bank is compared to their small fusion cell.)

delusional•1mo ago

Or maybe they wont and we will have ruined the one planet we can thrive to make a chatbot.

Almondsetat•1mo ago

I mean, fission is already a miracle. If you described the tech to the people in the 1800s and told them we just keep using fossile fuels they would laugh at you

squigz•1mo ago

They do seem like responsible people. I'm sure that'll be fine.

bjourne•1mo ago

"AI" or "massive government subsidies"? Power generation that after 60 years still need to be subsidized may not be all that.

halapro•1mo ago

Oops. I really messed up. I should not have done that. I apologize. The temperature will not stop rising and I can't save you.

Aperocky•1mo ago

they are not using AI to bring it up (only the demand from AI), but this is still funny.

jack_tripper•1mo ago

You're right! Your eagle eyed diligence caught my mistake. Let's try this again without the mushroom cloud this time.

quantum_state•1mo ago

:-) ...

qoez•1mo ago

"You're totally right in catching that mistake! The temperature is indeed one order of magnitude off. Let's walk through step by step what it should be:"

m4ck_•1mo ago

inb4 that South Carolina plant ends up turning into a scam that costs the tax payers billions (again)

ProllyInfamous•1mo ago

Howdy neighbor, from a customer of Tennessee Valley Authority (primary generators are hydro and nuclear, with natgas peakers).

For some reason TVA keeps building new nuclear sites, never commissioning them, and then selling them at huge losses to private investors (or destroying them). Recently TVA got approval for µfission reactors to be installed... here we go again.

[•] <https://en.wikipedia.org/wiki/Bellefonte_Nuclear_Plant> $4B, estimated loss

Suggested (hopefully not Enron-esque) reading: https://www.amazon.com/Power-Failure-Rise-Fall-American/dp/0...

AshamedCaptain•1mo ago

Whenever you ask yourself "why did the other Chernobyl generators keep running decades after the infamous accident" -- read the answer here.

alecco•1mo ago

US/UK/EU can barely supply energy as it is today. A little will be added for AI, slowly. But good luck re-industrializing without any energy left while competing with China at 1/16th of energy cost. This has been brewing for decades and the people responsible are not going anywhere.

londons_explore•1mo ago

Market forces will fix this.

AI compute will go to places where energy is cheap

mistrial9•1mo ago

sixty five datacenters under construction in Chile, right now

source: Chile National Data Centers Plan | 2024-2030 MinCiencia Ministry of Science, Technology, Knowledge, and Innovation

note - this is "promoting the sustainable growth of the data center industry" .. you know it has to be sustainable

alecco•1mo ago

All those are bold announcements by politicians. There are a lot of things to do and it takes many years in Latin America. Also there is no spare grid and electricity generation is kind of in the middle of nowhere. Good luck with constructing a datacenter in there, and then having technical employees to maintain it.

Don't get me wrong, I'm all for those plans. But it will take 5 to 10 years while China has a 15 year headstart.

ikekkdcjkfke•1mo ago

Is the universe sustainable though

rationalist•1mo ago

http://www.thelastquestion.net

alecco•1mo ago

> Market forces will fix this.

You can't print energy and you can't print infra. Nine women can't have a baby in a month.

pragmatic•1mo ago

What are the likely outcomes?

1) current admins working hand in glove with current AI hypemen safely bring old nuke plants online.

2) they bring it online but cause a meltdown or two in the process. Investor pressure lead to cut corners lead to meltdowns lead to public opinion turning against nuke power...again. Second nuke power winter begins.

3) something else?

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