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EchoJEPA: Latent Predictive Foundation Model for Echocardiography

https://github.com/bowang-lab/EchoJEPA
1•euvin•5m ago•0 comments

Disablling Go Telemetry

https://go.dev/doc/telemetry
1•1vuio0pswjnm7•6m ago•0 comments

Effective Nihilism

https://www.effectivenihilism.org/
1•abetusk•9m ago•1 comments

The UK government didn't want you to see this report on ecosystem collapse

https://www.theguardian.com/commentisfree/2026/jan/27/uk-government-report-ecosystem-collapse-foi...
2•pabs3•11m ago•0 comments

No 10 blocks report on impact of rainforest collapse on food prices

https://www.thetimes.com/uk/environment/article/no-10-blocks-report-on-impact-of-rainforest-colla...
1•pabs3•12m ago•0 comments

Seedance 2.0 Is Coming

https://seedance-2.app/
1•Jenny249•13m ago•0 comments

Show HN: Fitspire – a simple 5-minute workout app for busy people (iOS)

https://apps.apple.com/us/app/fitspire-5-minute-workout/id6758784938
1•devavinoth12•14m ago•0 comments

Dexterous robotic hands: 2009 – 2014 – 2025

https://old.reddit.com/r/robotics/comments/1qp7z15/dexterous_robotic_hands_2009_2014_2025/
1•gmays•18m ago•0 comments

Interop 2025: A Year of Convergence

https://webkit.org/blog/17808/interop-2025-review/
1•ksec•27m ago•1 comments

JobArena – Human Intuition vs. Artificial Intelligence

https://www.jobarena.ai/
1•84634E1A607A•31m ago•0 comments

Concept Artists Say Generative AI References Only Make Their Jobs Harder

https://thisweekinvideogames.com/feature/concept-artists-in-games-say-generative-ai-references-on...
1•KittenInABox•35m ago•0 comments

Show HN: PaySentry – Open-source control plane for AI agent payments

https://github.com/mkmkkkkk/paysentry
1•mkyang•37m ago•0 comments

Show HN: Moli P2P – An ephemeral, serverless image gallery (Rust and WebRTC)

https://moli-green.is/
1•ShinyaKoyano•46m ago•0 comments

The Crumbling Workflow Moat: Aggregation Theory's Final Chapter

https://twitter.com/nicbstme/status/2019149771706102022
1•SubiculumCode•51m ago•0 comments

Pax Historia – User and AI powered gaming platform

https://www.ycombinator.com/launches/PMu-pax-historia-user-ai-powered-gaming-platform
2•Osiris30•52m ago•0 comments

Show HN: I built a RAG engine to search Singaporean laws

https://github.com/adityaprasad-sudo/Explore-Singapore
1•ambitious_potat•57m ago•0 comments

Scams, Fraud, and Fake Apps: How to Protect Your Money in a Mobile-First Economy

https://blog.afrowallet.co/en_GB/tiers-app/scams-fraud-and-fake-apps-in-africa
1•jonatask•57m ago•0 comments

Porting Doom to My WebAssembly VM

https://irreducible.io/blog/porting-doom-to-wasm/
2•irreducible•58m ago•0 comments

Cognitive Style and Visual Attention in Multimodal Museum Exhibitions

https://www.mdpi.com/2075-5309/15/16/2968
1•rbanffy•1h ago•0 comments

Full-Blown Cross-Assembler in a Bash Script

https://hackaday.com/2026/02/06/full-blown-cross-assembler-in-a-bash-script/
1•grajmanu•1h ago•0 comments

Logic Puzzles: Why the Liar Is the Helpful One

https://blog.szczepan.org/blog/knights-and-knaves/
1•wasabi991011•1h ago•0 comments

Optical Combs Help Radio Telescopes Work Together

https://hackaday.com/2026/02/03/optical-combs-help-radio-telescopes-work-together/
2•toomuchtodo•1h ago•1 comments

Show HN: Myanon – fast, deterministic MySQL dump anonymizer

https://github.com/ppomes/myanon
1•pierrepomes•1h ago•0 comments

The Tao of Programming

http://www.canonical.org/~kragen/tao-of-programming.html
2•alexjplant•1h ago•0 comments

Forcing Rust: How Big Tech Lobbied the Government into a Language Mandate

https://medium.com/@ognian.milanov/forcing-rust-how-big-tech-lobbied-the-government-into-a-langua...
4•akagusu•1h ago•1 comments

PanelBench: We evaluated Cursor's Visual Editor on 89 test cases. 43 fail

https://www.tryinspector.com/blog/code-first-design-tools
2•quentinrl•1h ago•2 comments

Can You Draw Every Flag in PowerPoint? (Part 2) [video]

https://www.youtube.com/watch?v=BztF7MODsKI
1•fgclue•1h ago•0 comments

Show HN: MCP-baepsae – MCP server for iOS Simulator automation

https://github.com/oozoofrog/mcp-baepsae
1•oozoofrog•1h ago•0 comments

Make Trust Irrelevant: A Gamer's Take on Agentic AI Safety

https://github.com/Deso-PK/make-trust-irrelevant
9•DesoPK•1h ago•4 comments

Show HN: Sem – Semantic diffs and patches for Git

https://ataraxy-labs.github.io/sem/
1•rs545837•1h ago•1 comments
Open in hackernews

Oklo, the Earth's Two-billion-year-old only Known Natural Nuclear Reactor (2018)

https://www.iaea.org/newscenter/news/meet-oklo-the-earths-two-billion-year-old-only-known-natural-nuclear-reactor
208•keepamovin•7mo ago

Comments

wjnc•7mo ago
This article could be so much better: How large are the estimated stores of ore that underwent natural fission? How much energy did it release and over how much time? When? Would this be noticable (and to whom)? So many questions, so little information.

I only know (or knew) high school physics, and when entering this in Claude I get an answer but am unable to verify the answer. Claude says 680 kWh gained per 0.03 grams of U-235 lost due to fission. I am left wondering into what the U-235 fizzed into (sorry, pun) and if I should take that into account.

Edit: There we go with modernity. I went to Claude instead of Wikipedia. Wikipedia at least has the answers. Thanks u/b800h. 100kW of heat on average. I can start filling in the blanks now.

danielbln•7mo ago
Wikipedia is the best first point of entry, but if you do use Claude, just tell it to do web search for you: https://claude.ai/share/73e67582-3e03-454b-aa12-e8906bd7b3fd
croes•7mo ago
Why not just do a web search?
geocrasher•7mo ago
I can't speak for users of Claude, but as a user of Perplexity, having an LLM do a web search has uncovered sources I'd never have considered. The only time I use Google anymore is when I know exactly what I'm looking for.

When I'm in research/discovery mode, I use Perplexity. Its search/analysis is a lot slower than a Google search, but saves me time overall and generally gives me solutions that I'd have to spend time sorting through a Google search to find, in less time than it takes to do so.

wjnc•7mo ago
Claude gave a great answer at the link, at least for me. There might be a plus in learning as well since the answer is well structured with a recognizable style. Say, the scientific article above, has a distinct style and really was not high school physics level.
the_arun•7mo ago
I wonder why Claude’s answers aren’t equal or better than Wikipedia - assuming Wikipedia is one of the training datasets. Is the temperature causing it to be probabilistic & other sources are carrying more weight?
lazide•7mo ago
You can think of a LLM as a type of lossy compression of knowledge.

With that in mind, is it really surprising that you don’t get the ‘right’ answer out? Any more than if you compress an image with JPEG, a given pixel isn’t the ‘right’ color anymore either?

They’re both close (kinda) at least, which is the point. If you wanted the exact right answer, don’t use lossy compression - it’ll be expensive in other ways though.

ksenzee•7mo ago
What a great metaphor. I’m adopting that immediately, thank you.
pfdietz•7mo ago
Uranium was very enriched back at the formation of the Earth, so for a given geometry it would have been much more reactive.

However, uranium ores are often formed due to redox processes, since U(VI) is much more soluble than U(IV). So maybe concentrations wouldn't have been as common back before the Great Oxygenation Event about 2.4 Gya. Still, that leaves ~600 Mya between that point and this reactor, which would be not quite one half life of U235.

adev_•7mo ago
The 'natural reactor' in Oklo has been discovered by some french researcher from the CEA in the 70s.

There is an entire scientific publication on the topic if it interests you:

https://www.sciencedirect.com/science/article/abs/pii/S00167...

b800h•7mo ago
The Oklo region has now-exhausted Uranium deposits.

From Wikipedia:

"Some of the mined uranium was found to have a lower concentration of uranium-235 than expected, as if it had already been in a nuclear reactor. When geologists investigated they also found products typical of a reactor. They concluded that the deposit had been in a reactor: a natural nuclear fission reactor, around 1.8 to 1.7 billion years BP – in the Paleoproterozoic Era during Precambrian times, during the Statherian period – and continued for a few hundred thousand years, probably averaging less than 100 kW of thermal power during that time. At that time the natural uranium had a concentration of about 3% 235U and could have reached criticality with natural water as neutron moderator allowed by the special geometry of the deposit."

jvanderbot•7mo ago
100 kW for a few hundred thousand years is basically the best sales pitch for nuclear power I've ever heard. Even of "just" heat output.
Alupis•7mo ago
Its impressive the amount of clean, cheap energy that's been locked away because of fearmongering tales from well before many were even alive.
cdaringe•7mo ago
It is natural and reasonable to be of two minds on the matter. Surely that’s not controversial.
jvanderbot•7mo ago
All power generation has tradeoffs. I like nuclear because it can be small, tucked away, generate _lots_ of power, and has few day to day environmental risks. Spent fuel is an issue, but there's very likely a virtuous cycle that will evolve if we start ramping up nukes again. Dry cask storage is no big deal IMHO, and something will likely evolve that either can use spent fuel or can deal with it better.
throw310822•7mo ago
Cheap until it isn't. I wonder what has been the actual cost per kWh of nuclear power in Japan once factored in the price of Fukushima's disaster (between 200 and 600 billion dollars).
keepamovin•7mo ago
The cost you cite sounds more like the cost of the earthquake and tsunami, rather than the Daiichi reactor meltdown cost.

Even if it were, in the time limit safety increases, such costs decrease, more so with more development.

More broadly, nuclear looks expensive not because it's unproductive — but because standard asset pricing discounts its most valuable feature: time. Dense, stable power for centuries gives a low net present value due to long-duration-use and high up front cost, but this more a flaw in how future value is discounted in common economic models that punish rather than reward long life.

sokoloff•7mo ago
That’s “just” a matter of the choice of discount rate, which needs to account for both inflation and uncertainty effects. (I’m pro-nuclear energy, but think the costs are indeed high and uncertainty is medium or high.)

If you’re arguing the chosen discount rate is too high in some models, we can have a productive discussion about that.

If you’re arguing the methodology is wrong, you’ll need to explain more before I understand your point of view, or perhaps you’ll be interested in lending me $1M today and I’ll pay you $100/day for the next 55 years, by which time you’ll have more than doubled your money.

throw310822•7mo ago
No no, that's the cost of the nuclear plant disaster cleanup. Current estimate about $200 billion, some estimate it much higher. Consider that there are still 300 square kms of territory designated as "difficult to return". That's the size of a big city- Paris or Milan. The cost of a disaster depends on the area that is rendered uninhabitable- imagine Paris, London or New York being declared off-limits for a century, the cost would be astronomical.

I'm not against nuclear energy in principle, it just seems to be a technology that instead of becoming cheaper becomes more expensive, has enormous costs beyond energy production (decommissioning, waste management) and is subject to extremely rare failures that threaten to evaporate any gain in the previous decades or centuries. I don't even think it's that dangerous for people- victims of Chernobyl and Fukushima have been a tiny number. It just seems economically not worth it.

linotype•7mo ago
Maybe don’t build a nuclear reactor near the ocean in a place famous for tsunamis?
jvanderbot•7mo ago
Agree - there are places that maybe should consider other methods of power generation.

Upper Midwest USA / Middle Canada? probably pretty darn safe.

HelloUsername•7mo ago
(2018)

https://news.ycombinator.com/item?id=17736262

Aardwolf•7mo ago
> All natural uranium today contains 0.720% of U-235.

That's related to the material of our solar system all coming from the same supernova explosion or similar, right? Does this apply to our entire milky way or just the solar system? What if parts collided with material of _other_ origins and some of that is on Earth, then there could be different mixes, right?

BurningFrog•7mo ago
Grok says: At Earth's formation ~4.5 billion years ago, natural uranium contained approximately 23.2% U-235

These numbers are probably only for the local corner of the galaxy. It depends on when the supernova(s) that created the uranium exploded.

_Algernon_•7mo ago
We all have access to Grok and other AI models, and we will ask it if we want it's bullshit hallucinations. There is no point polluting HN with this trash.
BurningFrog•7mo ago
Anyone can look it up, yet I was the only one who did.
_Algernon_•7mo ago
You didn't look anything up. You prompted a stochastic parrot.
CamperBob2•7mo ago
Is it wrong?
joemi•7mo ago
That's a good question.

In order to know whether or not the AI was wrong, you'd need to do some research. Otherwise it's about as reliable as any "fact" some random person on the internet claims to be true.

_Algernon_•7mo ago
Talk about missing the point. Why should I spend my time fact checking the output of a glorified, stochastic parrot?
CamperBob2•7mo ago
Because your competitors are using it, and they are going to flatten you.

Effective tool use is kind of a big deal.

philipkglass•7mo ago
It's related to how long ago the uranium was formed:

https://world-nuclear.org/information-library/nuclear-fuel-c...

We can calculate the abundances of U-235 and U-238 at the time the Earth was formed. Knowing further that the production ratio of U-235 to U-238 in a supernova is about 1.65, we can calculate that if all of the uranium now in the solar system were made in a single supernova, this event must have occurred some 6.5 billion years ago.

This 'single stage' is, however, an oversimplification...

The really interesting thing is that phrase "the production ratio of U-235 to U-238 in a supernova is about 1.65"; the now-rare U-235 is actually more abundant than U-238 in the fresh debris of a supernova. Prolonged aging has preserved more U-238 (half life 4.47 billion years) than U-235 (half life 0.704 billion years) to the point that U-238 is now much more terrestrially abundant. If Earth had been formed with uranium that rich in U-235, there would have been Oklo events all over the place. Uranium wouldn't need isotopic enrichment to be used as fuel in light water reactors. Nuclear fission would probably have been discovered early in the 19th century, soon after the element itself was recognized, because any substantial quantity dissolved in aqueous solution would have reached criticality.

lazide•7mo ago
It’s interesting to extrapolate that to the early earth - radioactive decay and fission interactions likely play a much larger role than we are able to reliably model. Okla is somewhat unique in that the formation survived for us to dig it up - most from that time would not.
cryptonector•7mo ago
I read GP's question really as: "did all Uranium on Earth come from the same source?" and your answer implies "yes". I think that's right.

The fact that everywhere we see the same U-235/U-238 ratio or very close (Oklo) strongly implies either a single source (supernova) or that if it was more than one source they were all at roughly the same time (6.5 billion years ago), with the latter seeming [to me] less likely, so a single source at 6.5 billion years ago is what makes sense. Unless there were many supernovae and their remnants mixed quite well in our corner of the galaxy where our sun was born.

kretaceous•7mo ago
I don't understand so bear with me.

If the Uranium came from multiple supernovae, then why is it shocking that earth has different concentrations of U235? Moreover, how is it proof of a past fission reaction?

What if that "part" of U235 came from a separate supernova which is a little older and some more of its U235 had already decayed?

ReaLNero•7mo ago
There were unusual elements characteristic of the decay chain following a fission.

After a U-235 atom undergoes fission, one of the outcomes is it releases Barium and Krypton (and some neutrons), which then eventually decay to stable/semi-stable elements. If one of those stable elements is common in the deposit but otherwise rare naturally, it would point to a nuclear reaction having occurred.

Also note that the U-235 decay chain generally looks different from the decay chain following a fission reaction of U-235.

keepamovin•7mo ago
This is excellent. I love your depth of knowledge in this subject. I learned a lot from this clear comment.
mandevil•7mo ago
This is just in our little corner of the Milky Way, but not thought to be the result of just one supernova. I last looked into this about a decade ago so I might be behind the times, but at that time the most popular theory was that the cloud that became our Solar System was the result of thousands of supernova scattering and mixing atoms, across both the first two generations of stars (the Sun is considered to be a third-generation star), and that mixing is thought to be an important factor in making it complex enough to have rocky inner planets, gaseous outer planets, etc.
kkwteh•7mo ago
Maybe it’s a remnant from a nuclear ancient civilization.
julienchastang•7mo ago
A civilization (even perhaps extraterrestrial) that possessed nuclear energy? Unlikely, but still fun to think about! ;-)
geocrasher•7mo ago
Maybe it's a sign of a future time travelling civilization with nuclear power but poor navigation, warped straight into the mantle Earth's crust :D
Gregaros•7mo ago
I thought where you were going with his was "that realized the best way to dispose of their nuclear waste was to dump it in the deep past." I’d read that novel.
geocrasher•7mo ago
Only to mine it later and re-use it over and over again. The 5 billion year long recycling program.
eabeezxjc•7mo ago
Or a remnant of a nuclear war in a riotous time
airstrike•7mo ago
https://en.wikipedia.org/wiki/Silurian_hypothesis
legitster•7mo ago
Richard Rhodes brought this up in an interview. He made it a point for critics who say nuclear waste can't be safely disposed of through burial. Well, we have pretty good natural evidence that nuclear fission products can remain buried and undisturbed for a pretty long time!
krunck•7mo ago
This is nonsense. Yep, after 2 billion years this thing is now safe to touch. But that had nothing to do with it's burial.

We at least have pretty good evidence that nuclear fission products can be exposed to groundwater/hydrothermal fluids for a pretty long time.

sliken•7mo ago
Not sure I'd call it safe to touch. Getting with 5cm for an hour gives you as much radiation as a 8 hour flight. I wouldn't want touch it, make jewelry from it, or any substantial near promity. Not to mention if it was "only" a billion years ago it would be MUCH MUCH worse.
joe_the_user•7mo ago
I don't disagree that nuclear waste can be disposed of safely under good conditions[1].

But I think a fallacy to claim that natural phenomena should inherently be considered "environmentally safe" in human terms. There are coal seam fires that have been going on for centuries and the pollution of these is just as bad as the pollution generated by human created coal mine fires (and that's truly awful, a significant source of carbon pollution).

[1] The problem with nuclear reactors isn't that their pollution couldn't disposed of with ideal methods but that when they run by for-profit corporations, you will always have the company skirting the edge of what's safe 'cause corporations just go bankrupt with catastrophic events and so their risk-reward behavior isn't the risk-reward optima for humanity.

Manuel_D•7mo ago
What are the conditions under which nuclear waste buried a mile deep in bedrock will post a risk to society?
Loughla•7mo ago
Burying it in a cheaper place that happens to flood occasionally?
legitster•7mo ago
Insisting on only worst case scenarios is such a bad faith argument. OP specifically asked about deep repositories.

It would be like having a discussion about green energy and insisting that people should assume dams will fail or that blades are going to fly off of turbines.

bobmcnamara•7mo ago
1) the assumption that because something can be done safely it will be done safely

2) transportation to the site: https://static.ewg.org/files/nuclearwaste/plumes/national.pd...

3) exploding waste barrels due to corner cutting in kitty litter selection exposing surface workers and contaminating the work area - only 1/2 mile down but this type of accident is depth independent https://www.latimes.com/nation/la-na-new-mexico-nuclear-dump...

4) fires

5) lack of a safety culture

6) communicating to future peoples not to mine here

7) long term structural stability and management (ex: Morsleben radioactive waste repository and Schacht Asse II)

roughly•7mo ago
Just to call it explicitly, because I think this is one of the big points of misunderstanding between pro- and anti-nuclear people (take that as a very rough categorization and not an accusation) -

There is a difference between “something can be done correctly” and “something is likely to be done correctly.” Nuclear advocates I’ve read tend to argue the former - it’s possible to have safe reactors, it’s possible to keep the waste sequestered safely, there’s not a technical reason why nuclear is inherently unsafe. Skeptics tend to be making a different argument - not that it’s not possible to do things safely and correctly, but that in our current late-capitalist milieu, it’s almost impossible that we _will_. It’s not an argument about capability, it’s an argument about will and what happens in bureaucracies, both public and private.

Terr_•7mo ago
Yeah, if waste management was as viable as proponents claim, places like Hanford [0] would already be an inactive site with a memorial park on top.

Whether it's technology, economics, or politics, clearly the state of the art is deficient because we currently have persistent deficiencies.

[0] https://en.m.wikipedia.org/wiki/Hanford_Site

Manuel_D•7mo ago
It's politics. The US already built a waste site in Yucca Mountain, but never bothered to actually use it for political reasons.

Digging a shaft half a kilometer into bedrock and sealing it is not state of the art.

Manuel_D•7mo ago
2) I asked about waste buried in the ground, not in transit.

3) if a waste barrel explodes, somehow, underground how does the waste make it's way through a mile of bedrock?

4) Again, how does a fire bring the wast up through a mile of bedrock?

5) This is just a vague statement.

6) So the concern is that future society will forget that this is a waste site, mine a mile deep and retrieve waste, and never figure out that the waste is bad for them? This is rather specific hypothetical that IMO demonstrates just how hard it is for a nuclear waste site to result in contamination.

AtlasBarfed•7mo ago
I look forward to your revolutionary nuclear waste teleportation device.
Manuel_D•7mo ago
Teleportation? You dig a tunnel underground, put the waste there, and fill the tunnel. It's been done before, it's not revolutionary engineering: https://en.m.wikipedia.org/wiki/Onkalo_spent_nuclear_fuel_re...
lukan•7mo ago
The point was, you cannot ignore the risks of transportation, if you only have some safe spots to burry it.

And what you linked is still under construction. We don't know yet, if it really works safe long term, or if there will be future costs.

Manuel_D•7mo ago
Finland has two other disposal sites in operation since the 90s: https://en.m.wikipedia.org/wiki/Deep_geological_repository
lukan•7mo ago
Yes, but when we want to store something in the range of million years, it is a bit early to say that 30 years are sufficient as a ultimate proof that nothing leaks.

Now I believe it can be done safely, but only if monitored all the time with good care. But that is expensive and humans tend to skimp.

Manuel_D•7mo ago
Again, when you bury uranium half a kilometer deep in an area with no aquifer, how will it ever result in contamination?

The only real scenarios are deliberate excavation, and a meteor impact directly on the waste repository. Neither of which are particularly likely scenarios.

lukan•7mo ago
Because the ground is not static. And we are just starting to understand what is going on down there. So yes, there are sites that remained quite unchanged (like with the natural fission reactor), but personally I remain sceptical with such statements.
Manuel_D•7mo ago
Half a kilometer isn't particularly deep. There are dozens of mines over 2 KM deep: https://en.wikipedia.org/wiki/List_of_deepest_mines

Are we supposed to hold off on developing the only geographically independent and non-intermittent form of clean energy because of some vague nebulous fear that waste buried half a kilometer deep in bedrock will come back up to the surface and harm people... somehow?

lukan•7mo ago
No, but maybe we should not pretend all is super safe and always will be, when we cannot know currently.

Or rather we do know that the initial promises of reactor safety were also quite overconfident. So people assume the same of permanent storage of the waste.

AngryData•7mo ago
You don't need nuclear waste to be stored for millions of years, after a hundred or so anything of exceptional danger has decayed and what is left will be such a low level of radiation that common clay bricks are just as much of a risk. The "hotter" a nuclear material is, the faster it decays, and materials that remain radioactive for thousands of years are not especially radioactive.
lukan•7mo ago
Depends how much we store of it, but yes, our timeframe of hundreds of years is the relevant here.
bobmcnamara•7mo ago
> It's been done before, it's not revolutionary engineering: https://en.m.wikipedia.org/wiki/Onkalo_spent_nuclear_fuel_re...

It's not even open yet.

Manuel_D•7mo ago
Finland has been operating two other sites for decades: https://news.ycombinator.com/item?id=44332413
bobmcnamara•7mo ago
Those aren't for reactor waste.
AnthonyMouse•7mo ago
The primary transportation risk is that spent fuel contains cesium metal, which is reactive with air and water, so if you expose it to air you get a fire.

It seems like a pretty obvious solution to this would be to purposely do the reaction under controlled conditions before transporting it, so then you're transporting stable cesium compounds instead of elemental cesium metal.

pfdietz•7mo ago
The cesium in spent fuel is not in the form of cesium metal. The cesium there is already oxidized to the +1 oxidation state, as it is in cesium salts.
AnthonyMouse•7mo ago
This is what I get for giving people the benefit of the doubt. Here's some text from that PDF the GP linked:

> Cesium will be the primary radionuclide released in a nuclear waste accident because it is present in what is called the fuel-clad gap. This gap is the space between the fuel pellets and the inside wall of the metal tube that contains the fuel. This “gap cesium” can be released in any event where the cladding is breached. Cesium is a highly reactive metal and even a small break in the seal will release significant amounts of it. Cesium burns spontaneously in air, and will explode when exposed to water.

Obviously the "highly reactive" applies to elemental cesium and is meant to imply that a collision would be a serious problem because exposing it to air would cause a big fire and release a plume of radioactive material. If that isn't the case then it seems like the thesis of the paper is rubbish?

pfdietz•7mo ago
The idea that cesium is present in metallic form is chemically very dubious.

Cesium is extremely reactive, as is noted. In particular, it will readily reduce U(+4) to U(+3). Nuclear reactor fuel is primarily uranium dioxide, so there is ample material there for this putative metallic cesium to react with. Cesium is the most electropositive element, so it will give electrons to (reduce) almost anything.

The state of cesium in the vapor gap will be relatively volatile cesium compounds, like cesium iodide. The core temperature of a uranium dioxide fuel pellet greatly exceeds the normal boiling point of this salt.

pfdietz•7mo ago
If nuclear waste disposal were what is holding back nuclear energy, it would be in great shape. It's not a primary blocking problem.
lostlogin•7mo ago
Regarding 3) and 4): Ground water contamination.
Manuel_D•7mo ago
You can dig in bedrock that has no groundwater.

Furthermore, naturally occurring uranium exists in groundwater and needs to be filtered out in places where levels exceed safe limits. So it's not like burying waste is creating a new problem: https://www.kqed.org/stateofhealth/120396/uranium-contaminat...

bobmcnamara•7mo ago
Heavy metal and radiological exposure is not a boolean safe/unsafe.
Manuel_D•7mo ago
Sure, but the important point is that we already have infrastructure deployed to detect and remove uranium from the water supply on account of naturally occurring uranium.
bobmcnamara•7mo ago
That's...not a very good point.
Manuel_D•7mo ago
It is. Presumably your fear is that uranium from spent fuel might somehow contaminate water supplies, and cause illness. But we already monitor water for contamination from naturally occurring uranium, and have the infrastructure to remove it.

So what happens if uranium from nuclear waste somehow works its way into the water supply? We'll detect it and remove it in water treatment, just like how we remove contamination from naturally occurring uranium.

bobmcnamara•7mo ago
It's a terrible argument because it burdens someone else with the risk of cleaning up the mess.
bobmcnamara•7mo ago
2/3/4) Please see historical data above regarding three burial sites. Practically today, these sites are built by mining.

5) Industry term. Operationalizing any significant system will involve human beings, and with it their workplace culture. You can read about it here: https://mshasafetyservices.com/fostering-a-culture-of-safety.... Many mining hese were written in blood.

6) No, the concern is that people may be harmed. You see we've lost track of radioactive waste in the past. And humans are remarkably curious. Often we've figured it out before anyone was harmed. Sometimes sadly not. But the harm is the concern, not the lack of knowledge of harm.

Manuel_D•7mo ago
The example you linked above is disposal of nuclear weapons waste, not nuclear power generation. This isn't even the same material (plutonium vs uranium). Sure, there were plenty of bad nuclear waste disposal programs in the early cold war, but this has quite limited relevance to nuclear power generation.

And again, the question remains how people may be harmed by nuclear waste buried in bedrock half a kilometer underground? A even if a buried waste canister spontaneously combusts, how does the waste make it through half a kilometer of rock? In order for an unknown harm to occur, harm first has to actually occur.

This kind of appeal to an unknown harm can be used to arbitrarily object to anything.

"We need to stop building solar panels and wind turbines because they have the potential to cause an unknown harm. You disagree that these systems have the potential to cause harm? Well of course you can't know this, because it's an unknown harm that we're trying to prevent. How can you possibly disprove the existence of an unknown harm?"

bobmcnamara•7mo ago
> This isn't even the same material (plutonium vs uranium).

Please note that these are both chemically and radioactively harmful to people.

> Sure, there were plenty of bad nuclear waste disposal programs in the early cold war, but this has quite limited relevance to nuclear power generation.

That's what they said in the 00s, 90s, 80s, 70s...

> In order for an unknown harm to occur, harm first has to actually occur.

Nuclear power is an incredible technology, but understand that the nuclear industry has done little to earn trust. Just feels like an abusive ex plastered on the porch shouting "it'll be difficult this time I've changed" and doesn't inspire confidence.

Manuel_D•7mo ago
> Please note that these are both chemically and radioactively harmful to people.

Again, the point is that your link is about disposal of plutonium from nuclear weapons productions. Not spent uranium fuel from power generation.

> Nuclear power is an incredible technology, but understand that the nuclear industry has done little to earn trust. Just feels like an abusive ex plastered on the porch shouting "it'll be difficult this time I've changed" and doesn't inspire confidence.

Care to elaborate on what you mean by this? Because even if you include Chernobyl, nuclear power is one of the safest form of energy generation: https://ourworldindata.org/safest-sources-of-energy. It's 100x safer than dams. Include only western plants and it's the safest form of energy generation.

It's not like an abusive ex promising to have changed. It's a lot more like a very respectful partner that your hippie friends hate for incoherent reasons.

bobmcnamara•7mo ago
>> Nuclear power is an incredible technology, but understand that the nuclear industry has done little to earn trust. Just feels like an abusive ex plastered on the porch shouting "it'll be different this time I've changed" and doesn't inspire confidence.

> Care to elaborate on what you mean by this? Because even if you include Chernobyl, nuclear power is one of the safest form of energy generation: https://ourworldindata.org/safest-sources-of-energy. It's 100x safer than dams. Include only western plants and it's the safest form of energy generation.

I should also add that on average nuclear power releases less radioactivity than coal.

I grew up in a place and time where nuclear waste was routinely dumped, records lost, EPA government consultants lied, and people got sick. Nobody was held accountable other than token fines.

Manuel_D•7mo ago
> I grew up in a place and time where nuclear waste was routinely dumped, records lost, EPA government consultants lied, and people got sick. Nobody was held accountable other than token fines.

Can you provide even one example where nuclear waste from power generation - not nuclear weapons production - got people sick in the United States?

bobmcnamara•7mo ago
The people here primarily got sick because their machining waste wasn't recognized as dangerous, it wasn't appropriately collected, spread through the site, and hury people that didn't even work in those areas.

https://www.ncronline.org/earthbeat/government-workers-were-...

https://www.kansas.com/news/local/article49479255.html

The local uranium mills were primarily weapons related -fuel for breeder reactors.

For the power industry we have to drive to the other side of the state, over to Hematite, where each time a former employee comes down with any rare cancer from a long list, it's assumed to from working at the plant.

What about mining waste causing increased cancer and largely poisoning a river? https://en.m.wikipedia.org/wiki/Church_Rock_uranium_mill_spi...

"Pre-burnup doesn't count" is exactly what an abusive ex would say.

Manuel_D•7mo ago
Yet again, none of the examples you've posted are contamination from nuclear waste from power generation. Pre-burnup radiation exposure is not nuclear waste. This isn't a pedantic distinction, someone getting contaminated while manufacturing fuel rods is a totally different failure mode than what we're discussing about waste buried deep underground.

> What about mining waste causing increased cancer and largely poisoning a river?

What about it? Mining copper and rare earth minerals for magnets is polluting too. Producing aluminum to build transmission lines is also polluting. Mining, in general, is a pretty dirty industry. But surely nobody is suggesting we stop building electric motors or transmission lines? Uranium mining is not an exception in this regard.

You've given 3 examples, none of them are contamination from spent nuclear waste from power generation.

bobmcnamara•7mo ago
> none of them are contamination from spent nuclear waste from power generation.

I have no more energy to give people who cannot be precise with their requirements. I get enough of that at work.

AtlasBarfed•7mo ago
It's kind of the nature of a heavily regulated safety industry. The industry comes to resent the safety regulations. And therefore they will fail.

It's not even a a matter of mundane human error when executing procedures over and over again.

It's that the entire managerial pyramid gradually and slowly erodes

sllabres•7mo ago
It's not a mile deep, but I think the depth isn't the problem here:

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

Manuel_D•7mo ago
This is the one I was referring to, though I guess it's just over half a kilometer deep: https://en.m.wikipedia.org/wiki/Onkalo_spent_nuclear_fuel_re...

The Asse II site used an existing mine to avoid having to excavate a new tunnel, which subsequently flooded.

glompers•7mo ago
> There are coal seam fires that have been going on for centuries and the pollution of these is just as bad as the pollution generated by human created coal mine fires (and that's truly awful, a significant source of carbon pollution).

Has CO2 fire suppression been unsuccessfully attempted in these seams? Since nobody is underground and we know how to inject CO2 into underground deposits at various pressures, it seems like it would be a good candidate. Plus, with rotary steerable drilling, we could come in laterally (from a safe location above ground) to as many depths of injection as necessary.

a11r•7mo ago
These are large coal seams with significant exposure to the atmosphere. See https://en.wikipedia.org/wiki/Jharia_coalfield for an example. That excavator in the picture is not trying to put out the fire, it is just mining coal that happens to be burning. Spray some water, put out the fire and ship it off to customers.
recursivecaveat•7mo ago
Apparently in mines they are sometimes extinguished with nitrogen. For less contained ones, injecting water or mud, while trying to seal off the ground with impermeable clay to halt oxygen and hopefully choke the fumes. Their scope can be huge though, and they generate a lot of energy which can cause subsidence to open up new passages. The Centralia fire in the US is apparently 15km².
rkagerer•7mo ago
I have a question on rotary steerable drilling. I gather we're only talking about a degree or less of deflection on the steering head. But how does the km's long rest of the stack behind the head snake through the curves? Is it like rail cars, with a little bit of angular bend allowed at the connection of each segment?
legitster•7mo ago
No one is saying that it's "inherently" safe but there are a lot of people who claim it is inherently unsafe which is clearly untrue.
nec4b•7mo ago
>> The problem with nuclear reactors isn't that their pollution couldn't disposed of with ideal methods but that when they run by for-profit corporations, you will always have the company skirting the edge of what's safe 'cause corporations just go bankrupt with catastrophic events and so their risk-reward behavior isn't the risk-reward optima for humanity.

Chernobyl was state run.

datatrashfire•7mo ago
Except for Finland nobody has actually created a long term geologic disposal site. Like so many problems, the issue is dominated by political coordination, not physical limits.
acidburnNSA•7mo ago
The US built WIPP. It's not licensed for commercial waste but it sure is a long term geologic disposal site.
andrewflnr•7mo ago
From another perspective, its safety lasted almost exactly as long as it took for humans to come around. That window is now closed for future deposits.

(I'm pro-nuclear but that's a hilariously bad argument.)

mystified5016•7mo ago
It was undisturbed until humans came around and specifically went looking for uranium and dug up the spent reactor fuel.

Which is kind of a problem for future burials because humans exist now and want and know how to find uranium.

The time between humans cracking the atom and the excavation of this nuclear waste is only a few decades. It took less than a hundred years for humans to find this nuclear waste in the ground.

Your argument is not well-founded. Burying nuclear waste for it to be discovered and excavated in less than a century is not nearly long enough.

foobarian•7mo ago
> All natural uranium today contains 0.720% of U-235. If you were to extract it from the Earth’s crust, or from rocks from the moon or in meteorites, that’s what you would find. But that bit of rock from Oklo contained only 0.717%.

Heh. The garbage web software developer me would have just called it good enough

Would be really interesting to know what the error bars on those figures look like

Analemma_•7mo ago
I think it would've been good enough for the miners too, if not for the fact that nuclear arms control treaties require every gram of U-235 to be accounted for. When they were digging it out of the ground and found it was less enriched than it should've been, this needed to be explained. It has always fascinated me to think that this natural phenomenon could and probably would have remained unknown forever if not for these treaties and agreements.
mannykannot•7mo ago
You have me wondering about that as well. If the uranium was going to be enriched for use in a light-water reactor (I would guess it was), maybe the difference translates into needing more stages of enrichment to reach the required level?
teuobk•7mo ago
Per NIST[1], the value is 0.7204% +/- 0.0006%, with the uncertainty representing one standard deviation.

[1] https://physics.nist.gov/cgi-bin/Compositions/stand_alone.pl...

fnord77•7mo ago
> only known natural nuclear reactor

um, stars?

preisschild•7mo ago
the word "fission" is missing

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

eapriv•7mo ago
um, “Earth’s”?
stmw•7mo ago
Fun aside - Oklo is also the name of a successful YC company that makes a passively-safe nuclear reactor - https://www.oklo.com
keepamovin•7mo ago
Then they picked a very clever name.
acidburnNSA•7mo ago
They are certainly financially successful. But they haven't split an atom yet so jury is still out on whether their reactor products work well.