The Scandalous Science Behind Nuclear Regulation
A flawed scientific model continues to hinder the nuclear power industry and shape policy, holding us all back.

Nuclear power could be a game-changer for energy affordability, grid reliability, and carbon reduction. However, it's been stifled for decades based on one deeply flawed scientific model: the linear no-threshold (LNT) model. The theory underlying this model suggests that any exposure to ionizing radiation, no matter how small, increases cancer risks and that risks rise in a linear way with exposure levels. It's not true.
The roots of LNT's dominance are more political than scientific. Its influence traces back to Hermann Muller, a geneticist and 1946 Nobel Prize winner. Muller's research in the 1920s and '30s claimed to show that radiation induces mutations in fruit flies, with no safe threshold. He became an ardent evangelist for the idea that even tiny radiation doses could cause hereditary defects.
However, it appears Muller may have deliberately misled his followers. For example, Muller falsely claimed in his 1946 Nobel acceptance speech that there was "no escape" from the conclusion that any radiation is harmful, despite being aware of evidence to the contrary.
Muller's influence peaked during the Cold War, as fears of radioactive fallout from above-ground nuclear weapons testing dominated public discourse. He warned that fallout could unleash a wave of birth defects based on unwarranted extrapolations from his fruit fly experiments. Though human studies of the offspring of Japanese atomic bomb survivors found no significant evidence of genetic damage, Muller helped convince the National Academy of Sciences (NAS) to exclude this inconvenient data when it convened an expert panel to assess fallout risks, opting instead to rely on his research using fruit flies and newer studies involving mice.
The internal dynamics of these scientific panels were less than objective. Edward Calabrese, a toxicologist at the University of Massachusetts Amherst, revealed that panelists openly strategized about how conclusions from their report could increase funding for their research. The head of the panel even referred to the members as "conspirators." This conflict of interest resulted in a biased final report that exaggerated health risks from fallout and omitted lower estimates to create a false veneer of consensus.
The deceptions worked. The panel's report led to widespread media coverage, which caused a sensation with its dire warnings. It catalyzed a major shift in government policy toward reliance on LNT for radiation regulations and risk assessment. Subsequent expert committees would repeatedly endorse LNT, often while downplaying or ignoring new findings that challenged it.
One such finding was the discovery of DNA repair mechanisms in the late 1950s by geneticists William and Liane Russell, which contradicted LNT's core premise that radiation damage always accumulates. When the NAS convened a new version of its radiation panel, the group initially sought to bury the repair discovery. An early draft of the panel's report omitted the repair findings. Only after several members protested—including, to his credit, Herman Muller—was the information added. Yet the committee still endorsed LNT.
In the 1990s, researcher Paul Selby uncovered serious flaws (or possibly deliberate misrepresentations) in earlier mouse studies by the Russells that had been pivotal to LNT's acceptance. Had these errors been known from the start, the regulatory regime surrounding radiation today could be very different.
More recently, the debate over LNT reignited within the Health Physics Society following the launch of a video series in April 2022 that detailed the checkered history of LNT. The series, featuring interviews with Edward Calabrese, sparked a vicious backlash. Emails obtained via Freedom of Information Act requests revealed an orchestrated pressure campaign by LNT proponents within the society, federal agencies, and the National Council on Radiation Protection and Measurements to discredit the video series and quash further discussion. The society's president, who spearheaded the video project, was censured by the Board of Directors of the Health Physics Society, in an apparent act of retaliation since some of these individuals were mentioned by name in the uncovered emails. The censure was ultimately overturned by a vote of the membership.
The sordid history of LNT is a cautionary tale of how flawed science, ideological bias, and political motives can distort the search for truth. Yet this dubious model remains and its influence extends beyond academic debates. LNT shapes onerous radiation regulations that dictate cleanup standards, nuclear plant oversight generally, and public perceptions of radiation risk, leading to exaggerated fears, higher energy costs, and perennially thwarted progress in the nuclear industry.
A more biology-based approach is needed—one that recognizes organisms' evolved capacities to repair low-dose radiation damage. Dose limits should be grounded in observable health effects, not speculative extrapolations from experiments on fruit flies. Additionally, it's time to discard the ALARA ("as low as reasonably achievable") concept that requires nuclear plants to continuously undertake costly efforts to lower exposure levels, based on the unfounded premises of the LNT model.
Science is supposed to self-correct through a culture of healthy skepticism and procedures like peer review. Yet these corrections often fail. Given the revelations about LNT's past and the many studies challenging its core assumptions, policymakers need to revisit the foundations of LNT-based regulation. Responsible reforms would lift burdens on the nuclear power industry and potentially dispel radiation phobias, opening the door to a more science-based approach to nuclear safety.
If we can learn from this history, we can build a scientific strategy around regulating nuclear technologies that helps people gain access to affordable, abundant, and reliable clean energy.
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This does not get glowing reviews?
Hey, I thought this article was rad!
But haven't we Sievert enough from these puns already?
It’s like a chain reaction.
It's a Gray area.
Don’t be so critical.
Yes. No doubt there is a ton of B.S. in "The Science".
No. There isn't any B.S. on the death count and UN-inhabitable Chernobyl disaster. Remember that day CO2 caused the same results? Yeah; Me neither.
There may not be another Chernobyl disaster or there may be a ton of them as the actual cause of it was from tyrannical authority figures who did super stupid sh*t (a status-quo in US gov).
Point being; the supposed 'perfect' solution has already caused more permanent environmental damage than the fake-damage caused by the war-on-plant-sustenance CO2 so I wouldn't be so gitty about replacing a zero disaster energy means with one that has already demonstrated its ability to literally make acres uninhabitable.
How does this poll with the Millennials that use Mastodon?
What do you mean about bs and the Chernobyl death count? That stands at about 30 from acute exposure and 50 from longer effects. And the site has become a prolific wildlife preserve.
and there are a few people who never left and they are doing fine
100 deaths, an entire city vacant and 50-years of uninhabitable conditions...
Oh yeah; So much better than the fake-emergency of CO2... /s
And there isn't any BS on the fact that there hasn't been a single fatal civilian nuclear accident in the US. Ever. Not one. That isn't good enough for the anti-nuclear activists, though. They prefer coal, which killed tens of thousands of Americans every year before we began phasing it out. Unfortunately, Donald Trump also likes coal.
Yeah, there's a lot more than CO2 that comes from fossil fuels, especially coal.
"killed tens of thousands" - reference that isn't complete BS?
The Chernobyl reactor was a terrible design, never used outside the Soviet Union. It took massive human error on top of that to cause the meltdown. The Fukushima reactor was also an outdated design, built someplace it never should have been. So what does this tell us? Yes, nuclear power can be dangerous if you go out of your way to do everything wrong.
Using this as an argument against nuclear power is kind of like saying we should ban cars because the Model T didn't have seatbelts.
Additionally, it's time to discard the ALARA ("as low as reasonably achievable") concept
I would posit that the issue with this concept is that the people enforcing it are not themselves reasonable. It always ends up as the nuclear equivalent of putting the Swedish Doom Goblin in charge of an oil company.
Yeah, it’s not just biology, some statistics as well as the impartiality of giving up “other people’s money” and/or loser(s) pays could go in as well. You, people, didn't need the specific underlying DNA mechanisms to know that LNT threshold for ionizing radiation was bullshit.
As Ron Bailey used to point out before shitting all over his actual libertarian work, it’s the brutal oppression of using other people’s money to enforce the precautionary principle beyond all reason to the point of where you’re actively harming people with it.
And not just for ionizing radiation.
Yup.
Part of the "other people's money"/loser pays statistics is all the times where a 1/10,000 risk for 1,000 people of a $250 problem turns into a $25M settlement.
I must disagree. Even if it were perfectly enforced by saints and angels, "as low as reasonably achievable" remains an inherently flawed metric. It is too vulnerable to change based on subjective measures and value judgements. A science-based metric should be based on observable effects and measured thresholds.
If nuclear power is such a bad thing, how come our warships aren't at the bottom of the sea?
No need for studies. We know exactly what happens when a nuclear bomb is dropped. We know that humans can be trained to safely use nuclear power; at least if they can wear a blue suit.
“Helminthic therapy” is of interest to me; so is “radiation hormesis”.
On radioactive wastes (ionizing radiation), Google “radiation hormesis”, and see USA government study of the Taiwan thing (accidental experiment on humans) at http://www.ncbi.nlm.nih.gov/pmc/articles/PMC2477708/ … Low-dose radioactivity is actually GOOD for you! Seriously!!!
On “helminthic therapy”, AKA gut parasite worms are GOOD for you, too, see http://www.ncbi.nlm.nih.gov/pubmed/20054982 (USA government again) or others …
Well anyway, WHAT is a summary of what I am saying? I thought I heard you asking about that, through my tri-cornered aluminum-foil hat, as I am sitting here…
HERE is your summary: Hollyweird is WAY off base, with their horror movies! A Giant Gut-Parasitical Radioactive Teenage Mutant Ninja Tapeworm would be GOOD for us!!! Bring it ON, ah says!!!
Go study the results of what Government Almighty has found, see http://www.ncbi.nlm.nih.gov/pmc/articles/PMC2477708/ , from Government Almighty itself! Even Guv-Mint Almighty admits that lose-dose radiation is actually GOOD for you! So much for all the ridiculous over-reactions around all but the innermost cores or areas that have had nuclear accidents! Japan’s recent over-reaction doubtlessly harmed and killed more people… Some evacuees committed suicide due to the stresses of forced re-locations… Than would have been harmed by far less over-reactions. The link I have cited here, shows low-level radiation (in an “accidental human experiment” if you will, in Taiwan) actually reduced cancers to a mere 3% of that of the general population there! This is “radiation hormesis” and media and Government Almighty need to do more to publicize this!
Irrational fear of radiation could be compared to salt… If I eat 5 pounds of salt, it will KILL me! So let’s outlaw all salt in my diet! Well DUH, I have GOT to have LOW doses of salt in my diet, or that (TOTAL lack of salt) will kill me as well! The RIGHT amount is what is needed! “Moderation in all things”, some ancient Greek said! We moderns are, in too many ways, WAY more stupid than the ancients, and I blame the fact that stupid people are allowed to vote!
The sordid history of LNT is a cautionary tale of how flawed science, ideological bias, and political motives can distort the search for truth....Science is supposed to self-correct through a culture of healthy skepticism and procedures like peer review.
Now do Climate Science.
The science is settled!
I think this covers all research science that isnt done for personal gain.
Going back to galileo, that controversy was highly political. His house arrest had more to do with political winds and Galileo's popularity (he had a habit of publishing "diss tracks"), than with religious zealotry. 400 years later, most people dont realize that his theory was very wrong and that other top scientists of his day also disagreed with him because they didnt have the tools to prove heliocentrism at the time. We still lie to our children about this controversy for political/"moral" reasons.
...most people dont realize that his theory was very wrong...
Twat, the Earth really IS the center of all things? And is perhaps flat ass well?
Galileo argued that the tides were proof of the heliocentric view of the solar system. He reasoned that the motion of the planet around the sun and the rotation of the earth were additive on one side of earth and subtractive on the other. He argued that this is what caused the tides, thus the tides were evidence of heliocentrism. He thought the moon influencing the tides was mysticism, given that the theory of gravity had not been proposed that isn't unreasonable.
So he was right to favour heliocentrism, but wrong in at least 1 of his supporting arguments for it. The motion of the Earth around the sun does not cause the tides and as his critics pointed out at the time if it were so, there would only be 1 tide per day.
Your implied point that climate histrionics and nuclear energy histrionics lead to political force being applied against the interests of the general public, resulting in lower standards of living, are truly valid.
My main issue with James Broughel's article, is ignoring the governmental intervention in the nuclear energy insurance market, where nuclear power plants' liability for a disaster is limited and the business is not required to obtain insurance for a disaster. In a free market, the government doesn't make some people immune from harming others to the extent they won't be held financially responsible for it - their penalty will be just losing their jobs and the value of any stock they own of the nuclear power firm. It wouldn't be fair to tax the public to pay for any harm caused by a nuclear energy firm, just as it isn't fair to deny people nuclear energy because a small amount of radiation exposure. The author could have added the fact that the average human gets an average annual dose of radiation of ~620 millirems, about half from natural radiation and half from man-made sources (mainly x-rays and medical procedures).
Nuclear energy is a great example of Reagan's observation that "Government's view of the economy could be summed up in a few short phrases: If it moves, tax it. If it keeps moving, regulate it. And if it stops moving, subsidize it." They tax, regulate and subsidize it all at the same time: no free markets allowed.
'Muller's influence peaked during the Cold War, as fears of radioactive fallout from above-ground nuclear weapons testing dominated public discourse. He warned that fallout could unleash a wave of birth defects based on unwarranted extrapolations from his fruit fly experiments.'
Something about precious bodily fluids?
Fiendish Flouridators.
Ancel Keys did something similar for red meat, saturated fat, and heart disease.
The lure of power via government safety regulations and the income that comes with it, is a powerful draw for the unethical or those who think they know better than you (whether true or not). The politicians like it as well, as it generates campaign cash.
Are you surprised that “public heath” is the means by which government is taking away your freedom? I’m not. Look how health care is so screwed up (plenty of articles in Reason on that subject).
Worth noting that the government actually had a long term research project going to test the LNT theory. The Obama administration shut the research project down just as it was finishing up, and then made sure to scatter the people working on it so their report could not be issued.
Inconvenient Low Dose Radiation Science Axed Under Obama Administration
It was widely expected to finally kill off the LNT theory and prove that radiation hormesis was a real thing.
It's much worse than that! There has always been strong scientific evidence that many exposures that cause problems at increasing levels actually stimulate protective measures at very low doses!
Known as "hormesis" protective effects from low dose radiation was documented specifically here:
https://genesenvironment.biomedcentral.com/articles/10.1186/s41021-018-0114-3
https://pubmed.ncbi.nlm.nih.gov/37294947/
There is this fun one on COVID:
The truth about Covid’s origins is finally coming out
Under questioning from Congress, two key figures have unwittingly strengthened the lab-leak theory.
And it's not just radiation.
The real reason that we aren't building nuclear power plants today is that they are uneconomical. High interest rates make construction costs too expensive for the electricity produced to be cost competitive with natural gas, wind, solar, or hydro.
You do know that high interest rates are a pretty recent thing, don't you? Think more along the lines of the costs imposed by onerous and ever-changing bureaucratic regulations,
Bullshit. High interest rates hurt all new construction, not merely nuclear power plants. Nuclear is at a disadvantage solely because of irrational "safety" regulations that raise the cost of providing power while doing little for actual safety.
Nope! The real reason we aren’t building nuclear power plants today is the NIMBY crowd maintains a total heckler’s veto on permits. It doesn’t even have to do with unreasonable regulations based on bogus science. Nuclear power plants were being built despite unreasonable regulations and bogus science for quite a while. When opponents were given a blank check to litigate and re-litigate endlessly and block construction sites without penalty the nuclear power industry pretty much gave up. Same with with nuclear waste dump sites - no place to dump the nuclear waste, no nuclear power industry.
the NIMBY crowd
Not that I disagree with the premise but we really need a different conception of NIMBY besides effectively "those opposed". Nobody was really proposing building nuclear power plants literally in people's back yards or downtown L.A. or anything. The whole reason we're discussing it is because the fallout/radiation argument allowed them to "enhance their caution" well outside their own back yards much like AGW claims the globe as its domain. Just as with any movement there are useful idiots and actual NIMBYs involved, but the thrust of the movement is from activist NIYBYs or plain old traditional activists who block oil pipelines or forestry or streets or art museums without any regard for who owns the land.
A plant that can produce power for decades with less maintenance than a coal fired plant and less CO2 output than a bacteria using a fuel so concentrated that a coke can sized lump will power a family home for something like 50 years isn't cost effective.
But a wind turbine that can barely power a single city block when the wind is blowing at the right speed that has a max lifespan of 25 years after which it is a menace to the land owner and no longer makes power is more efficient?
I am dying to know your definition of efficient.
Radiation. You hear the most half baked lies about it.
J. Frank Parnell in the house!
So. Our government lied to people for decades under administrations of both parties about a very important bit of information.
Hmm. Must be a day ending in "y".