Congress as it is are cowards incapable of protecting the law, it is merely a regime based law until Congress can prove and rebuild trust that it has a backbone.
It would seem like the problem is one of the business layout and technical layout.
Organize your business and your tech correctly and you can have an owned foreign subsidiary that can comply with local laws. But things would have to be quite separate.
If there's one thing I believe in, it's the ability of the rich to fabricate creative corporate structures to evade the laws of a particular jurisdiction, especially with the aid of a second jurisdiction with interest in that evasion.
Just make it complex enough to confuse juries beyond a prosecutors famously low appetite for losing and you'll be absolutely fine.
Yep, to the extent that short (at best, cause they are potentially fallible) of a warrant canary getting snuffled it is very possible that a company could set up a subsidiary for appearances.
Or, just buy bits of control interest outright (CryptoAG?)
I built something to use for myself which is organized workspaces to work on many things with Claude in parallel with the ability to run things in VMs and linked web browsers all contained in one app. I built it mostly driven by trying to work on too many things at once and getting lost in a sea of windows and browser tabs.
It is not at all ready for public consumption (a face only a mother could love, in other words it's a bugridden mess), but I've considered polishing it and releasing it to the public either as open source or for profit.
Most of it is written with Claude and I've run into roadblocks with Claude being able to do too many things at once and am rewriting as several libraries to improve the focus for Claude agents.
This is the big deal. Don't think of it as petty. From nations to individuals, betrayal destroys built trust and changes the landscape. Even Kissinger admits that Trust can maintain an anarchic/international order until the trust is broken.
This is why I'm am a realist, power is more important than Trust, and when you need Trust, use verification mechanisms. This idea is technically an 'Information Hazard' because it causes arms races and costs everyone more resources.
Uh, I'm saying these people are acting with the emotional maturity of children.
You might be right that it seems like world politics but only in the way that world politics are very often driven by people with the emotional development, ego, and maturity of 12 year olds.
2 stroke engines on new vehicles were banned in India 20 years ago and there have also been some restrictions on re-registering old 2 stroke vehicles as well
you're not wrong they just solved that part of the problem already
>Can AI actually do this? This looks like a nice benchmark for complex language processing, since a complete novel takes up a whole lot of context (consider War and Peace or The Count of Monte Cristo)
Yes, you just break the book down by chapters or whatever conveniently fits in the context window to produce summaries such that all of the chapter summaries can fit in one context window.
You could also do something with a multi-pass strategy where you come up with a collection of ideas on the first pass and then look back with search to refine and prove/disprove them.
Of course for novels which existed before the time of training an LLM will already contain trained information about so having it "read" classic works like The Count of Monte Cristo and answer questions about it would be a bit of an unfair pass of the test because models will be expected to have been trained on large volumes of existing text analysis on that book.
>reliably answer questions about plot, character, conflicts, motivations
LLMs can already do this automatically with my code in a sizable project (you know what I mean), it seems pretty simple to get them to do it with a book.
> Yes, you just break the book down by chapters or whatever conveniently fits in the context window to produce summaries such that all of the chapter summaries can fit in one context window.
I've done that a few month ago and in fact doing just this will miss cross-chapter informations (say something is said in chapter 1, that doesn't appears to be important but reveals itself crucial later on, like "Chekhov's gun").
Maybe doing that iteratively several time would solve the problem, I run out of time and didn't try but the straightforward workflow you're describing doesn't work so I think it's fair to say this challenge isn't solve. (It works better with non-fiction though, because the prose is usually drier and straight to the point).
That's what I did, but the thing is the LLM has no way to know what details are important in the first chapter before seeing their importance in the later chapters, and so these details usually get discarded by the summarization process.
Besides being a cook which is more of a robotics problem all of the rest are accomplished to the point of being arguable about how reliably LLMs can perform these tasks, the arguments being between the enthusiast and naysayer camps.
The keyword being "reliably" and what your threshold is for that. And what "bug free" means. Groups of expert humans struggle to write 10k lines of "bug free" code in the absolutist sense of perfection, even code with formal proofs can have "bugs" if you consider the specification not matching the actual needs of reality.
All but the robotics one are demonstrable in 2026 at least.
It was a reformulation from a popular drink where wine was infused with coca leaves and kola nuts, popular with Pope Leo XIII who appeared on poster advertisements for it. (and many others)
Georgia passed prohibition and coca-cola was an invention to replace the now banned beverages.
Nuclear is never getting cheap [1]. Nuclear reactors need to be large to scale [2]. As for why SMR persists? Because someone makes money selling the idea. That's it.
And SMRs get sold is the very idea you state because it sounds compelling: the more you build, the cheaper it gets.
Nuclear seems like it should work. But there are massive unsolved problems like the waste from fuel processing, processing the spent fuel, who can be relied upon to run these things, who can be trusted to regulate them and the failure modes of accidents. Despite there being <700 nuclear reactors built we've had multiple catastrophic failures. Chernobyl still has a 1000 square mile absolute exclusion zone. Fukushima will likely take a century to clean up and cost upwards of $1 trillion if not more.
Yet this all gets hand-waved away. Renewable is the future.
> who can be relied upon to run these things, who can be trusted to regulate them and the failure modes of accidents.
I personally trust the Nuclear Regulatory Commission. I also trust the Canadian Nuclear Safety Commission, and the regulatory bodies in the UK and the EU.
Why?
The failure modes are not binary. A reactor is not just operating fine or going boom. There are multiple small failures that can happen, and you can get an idea if a country's nuclear fleet is run with safety in mind or not.
Chernobyl happened during a safety exercise, an exercise that was attempted 3 times before and failed 3 times before. In principle the plant should not even have been allowed to operate until the exercise had been completed. The exercise was supposed to demonstrate if in case of reactor emergency shut-down the cooling water can be kept circulating in the core for one minute, the amount of time it took for the Diesel generators to ramp up power; it was an essential exercise to perform before starting full power operations. The fact that the plant was allowed to operate for 3 years without completing this exercise - no, actually, while failing this exercise multiple times, tells you a lot about the safety mentality of the nuclear industry in the Soviet Union.
In the US, the NRC performs a lot of monitoring, and the results are published. For example, here's [1] a dashboard of performance indicators. There are 17, such as: Unplanned Scrams per 7000 Critical Hours, Unplanned Power Changes, Residual Heat Removal System, Reactor Coolant System Leak, etc. Out of about 100 reactors, you can see only green, with the exception of one yellow; that yellow is for the Palisades plant that is not currently operating, it is in the process of restarting operations, and I am sure it will not be allowed to restart until all the performance indicators are green.
I more or less agree with your comment but feel it should be pointed out the CSIRO economic feasibility study is specific to Australia.
The arguments made there; why Australia is better to pursue renewables now rather than hope for nuclear eventually have no bearing on, say, China's use of nuclear for 20% of Chinese baseload.
A large part of the CSIRO argument is the greenfield standing start no prior expertise massive upfront costs and long lead time to any possible return.
China, by contrast, has an existing small army of nuclear technologists, multiple already running reactors, and many reactors of varying designs already in the design and construction pipeline.
Even China who committed to significant nuclear capacity and wanted to ramp up their nuclear percentage to 20% (IIRC) is slowly moving away. The percentage of nuclear has in fact reduced over the last 5 years and initial commitments/projections of nuclear capacity are likely not going to be med. The whole reason being that solar (and to a lesser degree wind) have become so cheap that nuclear just doesn't make economical sense even for China.
China is a special case. In fact, it's the one country on Earth I'd actually trust to build, maintain and regulate nuclear power.
I don't believe China is convinced (yet) of the long-term viability of nuclear power (fission or fusion) but, like with many things, they're hedging their bets. In the US? It's just another opportunity to transfer wealth from the government coffers to private hands through a series of cost overruns, massive delays and under-deliveries.
China's advantages here are extreme. They have the manufacturing base, would likely use the same plant designs in multiple places (rather than a separate procurement process in every city or province) and they have a bunch of existing infrastructure that gives them options, like they're pioneers in UHVDC transmission lines that might make it more viable to build a nuclear reactor away from populated centers. Even UHVDC development was to solve a largely China-only problem: the power generation is mostly in the west part of the country whereas the people are in the east.
And yes the CSIRO report is Australia-specific but the timeframes for building nuclear power in the US are similar: 10-15 years. Starting today it's unclear if such a plant would be online by 2040. Yet we can build solar in months.
That's the other part of this: if we're just looking at data centers, theyh can be placed anywhere. You can ignore where fiber runs. You just build more fiber if you have to. DCs need power and water, basically. The Southwest is very efficient for solar [1] but light on for water. There's the Colorado River but that's been tapped beyond its limits already.
Along the Mississippi is another option. Not as efficient as the Southwest for solar but water is plentiful. Inclement weather is an issue though, both tornadoes and the winters.
- Spent fuel is a solved problem, we just store it securely
- Who can be relied upon: who do you rely upon to run your drinking water?
- Failure modes of accidents: have been extensively studied and essentially designed out
- Multiple catastrophic failures: sounds bad until you realize that you can name only two:
1. Chernobyl: old flawed reactor design, basically impossible today, a few unfortunate deaths among first responders in the cleanup, that's it
2. Fukushima: no radiation deaths. You would get a higher dose of radiation flying to Japan to visit Fukushima than from drinking the irradiated leaked water there.
> upwards of $1 trillion if not more.
Where are you getting this number? According to https://cnic.jp/english/?p=6193 it was estimated at JPY 21.5 trillion (roughly USD 150 to 190 billion).
> Spent fuel is a solved problem, we just store it securely
This is simply untrue. Depending on the type and enrichment of the fuel it will need to be actively cooled for some period, possibly decades. After that you can bury it. You need facilities for all of this. You need personnel (done by the NRC currently) to transport and install new fuel, remove old fuel and transport it to suitable sites as well as manage those sites. Before they even make it to storage sites they'll typically be stored onsite or in the reactor for years.
> Who can be relied upon: who do you rely upon to run your drinking water?
Given the current administration, almost nobody. The state of drinking water in places like Flint, MI is a national disagrace. The continued existence of lead pipes that leech lead into drinking water in many places is a national disgrace. The current administration gutting the EPA and engineering the Supreme Court to overturn things like the Clean Air Act and the Clean Water Act are just the cherry on top.
A significant ramp up of nuclear power would necessitate a commensurate ramp up of the NRC in all these capacities.
> Failure modes of accidents: have been extensively studied and essentially designed out
Like I said, hand waved away.
> Where are you getting this number?
Multiple sources [1][2]. Fukushima requires constantly pumping water to cool the core. That water needs to be stored (in thousands of tanks onsite) then processed and ultimately released back into the ocean, which itself is controversial. Removing the core requires inventing a bunch of technologies that don't exist yet. The decomissioning process itself is something most of us won't live to see the end of [3].
The $1 trillion and a century for 1 nuclear plant. Pro-nuclear people will point to the death figure because it suits their argument. It's economically devastated that region however.
And as for Chernobyl, billions of euros was spent building a sarcophagus for the plant, only to have the integrity of that shield destroyed by a Russian drone.
The issue with spent fuel has to do with the long term (essentially permanent) storage part and is purely political. It's a solved problem except for getting approval for the solution.
The other fuel issues you mention are already dealt with today as a matter of course. It's just the final part that remains up in the air.
You are the one hand waving about failure modes. As with aircraft, as failures have happened we've learned from them. New designs aren't vulnerable to the same things old ones were. All the mishaps have happened with old designs.
Personally I think the anti-nuclear FUD that the climate activists push is unfortunate. We would likely have been close to carbon neutral by now if we'd started building it out in the late 90s.
That said, I'm inclined to agree that solar might be a better option at this point in environments that are suited to it. The batteries still aren't entirely solved but seem to be getting close. In particular, the research into seasonal storage using iron ore looks quite promising to me.
Yes, because others were mostly not affected by the Fukushima disaster despite being in the impact area. Why? Because they took safety precautions. Onagawa was closer to the epicentre, but they built on a high embankment and did not flood and lose power.
Anti-nuclear people conveniently ignore, because it suits their argument, that Japan is restarting their nuclear energy program. They finally understood that there's no other viable option for energy security, price, and achieving decarbonization goals.
> The combination has had a toll on Japanese automotive (and other) exports. Barring Fukushima’s impacts, one would assume a return to pre-2008 fiscal meltdown exports by now. But basically they’re static. That’s in the range of $200 billion in lost exports just for the automotive industry.
>
> It’s likely fair to attribute $20 to $50 billion of that to irrational fear of radiation.
Like, are you serious? This is the most bizarro accounting I've ever seen.
> ...that’s about $100 billion in extra fuel costs.
And now it's counting as part of the cost of Fukushima the fossil fuels needed to replace it. Even more wacky accounting.
> another $22 billion for unexpected health costs due to burning extra fossil fuels.
It continues to get even more wacky, if that was possible, by attributing this cost to the Fukushima disaster. These are costs that would be avoided with a strong nuclear electricity generation program! These are arguments in favour of nuclear! It's not cost-effective for Japan to cover their land mass and offshore areas with solar and wind arrays! They have regular earthquakes and typhoons which would knock these vast arrays offline and take massive amounts of time and money to get back online!
You said: 'Fukushima will likely take a century to clean up and cost upwards of $1 trillion if not more.' The sources you provide don't provide the numbers or, if they do, they include bogus numbers that actually make the case for nuclear.
They should focus research on thorium reactors as they are supposedly cleaner than what we have today, and afaik you can actually use the fuel waste again and again, so it drastically reduces the problem of nuclear waste and what to do with it.
The promise of thorium is that it requires external energy to be added to maintain the reaction. The theory is that it is safer because of this as it's far less likely that you get a runaway or out-of-control reaction.
The reality is more complex [1].
Molten salt reactors are another active area of research but they have been for decades as well.
> But there are massive unsolved problems like the waste from fuel processing, processing the spent fuel, who can be relied upon to run these things, who can be trusted to regulate them and the failure modes of accidents. Despite there being <700 nuclear reactors built we've had multiple catastrophic failures. Chernobyl still has a 1000 square mile absolute exclusion zone. Fukushima will likely take a century to clean up and cost upwards of $1 trillion if not more.
sigh same low-tier non-issues brought up over and over again by people with no idea what they're talking about.
Look up some hard data before you speak.
- A nuclear reactor produces a tiny amount of waste per unit of power generated and it's all solid. Most sites just store it on-site because why not? Containment of small amounts of solid waste is as big of a non-issue as can be, obviously.
You realize our current energy generation revolves around burning up coal and gas and dumping the waste products into the atmosphere right? Right? And that those waste products include radioactive materials that you're so fake worried about?
You're out of your mind, completely gone in terms of what's actually happening right now vs what you're worried about. Detached from reality.
- Who can be trusted? We've had nuclear reactors for 50+ years, so... the same people that are already doing all that? What sort of a question is this? You're asking how to do something we're already doing.
- As for accidents, again, look up any data in existence. Nuclear is the safest energy production method by far, and yes, it's safer than e.g. solar. The fact that all you can point to are two accidents that have barely cost any lives at all proves that.
The very tsunami that caused Fukushima in the first place claimed 20 000 lives and all you can speak in regards to the plant is economic damage. Laughable.
You're displaying insane levels of ignorance. Look up data before you speak. Even consulting an LLM would have been better than just making stuff up.
China are building dozens simultaneously, and even with their questionable workers rights, safety and environmental practices, they cost $7 Billion a pop.
A dozen $7B nuclear plants is $84B, which is incidentally almost exactly the estimated cost of the SF-Gilroy-Palmdale plan for California's high speed rail. If you count all of phase 1, the P50 estimated cost goes up to $106B. That's the equivalent of 15 nuclear plants.
China has over 28 plants in progress, which should provide a total of >32GW of capacity when they're completed. That's 32×24×365= 280TWh of electricity per year. California's total electric grid in 2024 produced 216TWh.
Which is to say, $7B is a huge sum. But as far as infrastructure goes, China is currently building 130% of all of California's generation capacity that'll be complete within a decade or so, for much less than double the estimates for a high speed rail system that'll serve almost nobody by 2038.
$7B is a lot of money. But it's actually a very reasonable amount of money because the projects are actually happening. 28 $7B projects in the US are actually probably closer to a trillion dollars in investment for far less net public good over five times the timeline.
Whether they run over budget (or whether this is an under inflated figure) is yet to be seen, but it would seem that China is bringing the cost down, and substantially.
I'm not a nuclear expert by any means, but from the reading I've done, they're largely designing and building the reactors themselves these days. And it seems that to help keep the cost low (among other reasons), they're also helping other countries build them.
There was a recent study from Chain where they assess their own 4th generation Nuclear Reactor programme as being at least 10 - 15 years ahead of the west, and specifically said even that number is conservative estimate.
I wouldn't be surprised if they accelerate their time line and building target.
Yes, China have a good shot at doing it because they are building 33 simultaneously now and they have questionable workers rights and environmental policies.
As I said, if a developed country can do half what they’re doing (ie twice the price and double the construction time) in the next 20 years it would be a miracle.
It's not really a fair comparison though, is it? Is a questionable environmental policy worse than a bad electric grid? America has a dirty grid that has fairly limited capacity. How many fossil fuels will we burn (producing electricity, and powering non-EVs) because we aren't building nuclear? The environmental benefits of having nuclear power probably largely make up the difference (if they don't exceed it), and that's over the time scale of a century or more where we'll need to catch up.
Workers rights I have no real knowledge on. But China isn't known for their track record on any kind of rights, and arguably US blue collar workers have a pretty awful quality of life that the government largely doesn't take the blame for (because we don't have state-run healthcare and minimum wage doesn't keep up with the cost of living). China has forced labor, America has legalized slavery in the prison system. Plenty of American industries rely on the unethical use of migrant labor while the state disappears those same people to "alligator alcatraz" or overseas prisons. I don't know the full extent of how bad things are in China for the kinds of workers who build these plants but I am hesitant to overlook how bad things are in the US.
It's also a country that doesn't seem to care if the project is not cost-effective from the PoV of western companies. This is always a salient point missing from most conversation about the US and by extension the Western world; the advocacy of cheap energy are hiding the argument that nuclear power is both more consistent in power delivery and cleaner (arguable with the nuclear waste ofc) than any alternative currently available.
Remember those systems are non-intermittent and have lifespans of 50 years or more. Server farms are not amenable to load shifting, they expect round the clock power. Trying to power them with intermittent sources would need very hefty power banks.
If this nuclear plant has 2 GW of power output, were talking about 2.4 billion dollars to store 12 hours worth of the plant's output assuming $100 per KWh of storage.
Your numbers are off. Korea + China ~ 2500 $/kw, USA ~ 6-9000 $/kw. ` GW ~ $2.5B. A large portion of that is dealing with archaic regulations and very long timelines. Important to have regulations that are functional protect the public but also don't inhibit industries growth (which were the design of Nuclear regulations in the 80s).
Cheap-er, not cheap. They’re still fundamentally massive complicated constructions. They will never be as amenable to mass production cost reductions as things like solar and battery
Can we please not have these "slightly improved language" comments? You're arguing against something I didn't say and making a meaningless nitpick on word choice.
you literally said "cheap" and the comment said "cheap-er not cheap". I think the comment is correct and you are wrong. China is building the same design again and again and again. And it's still not cheap.
i'm sorry it came across that way. let me rephrase.
"cheap" to me implies it is affordable in a relative sense, compared to other options. It will almost certainly never be cheap - even if we make it cheaper through more production, it is going to remain in the group of the least affordable power generation technologies.
tbh i don't think either the original or improved language post is presenting effectively because they both just give a conclusion without any nuance, explanation or support. "cheap" cheaper who cares? $/kwh matter. transmission costs matter.
If you have credible figures then present them with citations. Otherwise you're just hand waving.
I don't think anyone will dispute that the initial build out for solar is far far cheaper. That much is self evident to everyone. The devil is in the rest of the details.
>I don't think anyone will dispute that the initial build out for solar is far far cheaper.
OK.
>The devil is in the rest of the details.
Now, this is "hand wavy" instead of answering my question and pointing to sources who support the up thread claim that nuclear will be "cheap" v. alternatives.
Do you have an LCOE study showing nuclear as "cheap"?
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