What we've done in order to make the story of the Universe work is introduce dark matter, introduce inflation, introduce dark energy, and none of this has been found in the lab. How many free passes do we get? Exploring the tension, killing the model is my dream.
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The INTO THE IMPOSSIBLE Podcast
Fermilab’s Scott Dodelson on Cosmology’s Crisis
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Scott Dodelson
Speaker
Brian Keating
Scott Dodelson of Fermilab discusses cosmology's current challenges, focusing on the Lambda CDM model and dark energy. He reflects on the Dark Energy Survey's decade-long work, the pivotal discovery of cosmic microwave background fluctuations in 1992, and the evolving quest to understand the universe's expansion and structure.
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“Not only are you not using, you know, particle detectors and whatnot, but you're using optical telescopes, right? So what does DES do? What is it comprised of? You mentioned how long it took, but what really went into that? How much— what's the portfolio diversification, you know, between theory, which is what you do, experimental hardware, observations, big data, machine learning? What are the different ingredients in DES? And first of all, what does it stand for?”
“What this theory that we've landed on, Lambda CDM, predicts is how those small fluctuations will accrete more and more matter over the course of 13.7 billion years.”
“the most important thing has been the people. So, and I think we as mentors get an enormous amount of satisfaction by working with these young people. So communicating not just facts to them, but also the very little that we know has been, I think it's eye-opening to them.”
“I kind of even had a glimpse that this was something important, but I didn't know I would do it for the rest of my career.”
“The Discovery That Changed Modern Cosmology: "That was the discovery that underpins modern cosmology. In 1,000 years, that's the story people will be pointing to, I think.”
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That's Scott Dodelson. He runs the Cosmic Physics Division at Fermilab. He teaches at the University of Chicago, and if you've ever taken a graduate cosmology class, you probably took it from Scott. He also spent 10 years running the sharpest test anyone has ever made of the Standard Model of cosmology, the model he helped build. The answer came back 2.5 sigma off. Close enough to call it a triumph, not close enough to stop staring at it in disbelief. I'm Brian Keating. This is Into the Impossible.
What is new in the field of dark energy?
Yeah.
Before we go any further.
Well, since you've been in the field, we've had this fiducial model of cosmology. I guess you— well, you helped establish it really. So it's called Lambda CDM. I've heard you talk about it. And now there you've had Kyle and other people on saying that it's under stress. So the fundamental question that I'm interested in is not— or one of the questions I'm interested in is how will we change our mind, if we will? That is, we have this pretty simple model, and then there are these data points which are saying, oh, this doesn't work. It doesn't work. Oh, maybe it doesn't work.
And so we have to digest that, and everyone digests it in their own way. And then how are we going to collectively— land on another model. And so I know people have written books about this, Thomas Kuhn's Structure of Scientific Revolutions, but we're living through that time now. So I'm kind of—
And maybe in many ways with AI, we'll get to that later.
Yeah, right. So it's not, and of course it's not just in cosmology. So cosmology is the lens through which I can understand stuff. But as you say, in society in general, we're losing faith in institutions. So we don't know which institutions we're gonna land on and which to believe, which to trust. So I think it's kind of an important question. And so I've been trying to explore it in this little corner of our world, cosmology, which is in some ways the simplest thing we do. It's very hard to be a parent, to be a spouse, to be a friend, but cosmology's really easy 'cause there's no people and it's an easier thing.
So that's why I've been trying to explore it in that context. For about 10 years, I was heavily involved in this project called DES, the Dark Energy Survey, and that started taking data in 2012, and as you know, It takes an enormous amount of time to process and analyze this data. So we only put out our final results a few months ago. So that's what's been occupying me for the last 10 years or so.
Talk about the connection between, you know, the type of science that I do, which is the first light in the universe, the cosmic microwave background. I've talked a lot about that. I've talked less about the kind of science that DES does, though, with the exception of, you know, conversations with people like Kyle and others. But talk about what was DES? What, you know, again, it's somewhat strange. Not only are you not using, you know, particle detectors and whatnot, but you're using optical telescopes, right? So what does DES do? What is it comprised of? You mentioned how long it took, but what really went into that? How much— what's the portfolio diversification, you know, between theory, which is what you do, experimental hardware, observations, big data, machine learning? What are the different ingredients in DES? And first of all, what does it stand for?
DES stands for the Dark Energy Survey. The detectors on the telescope, which was in Chile, are made of silicon. And so they leveraged a lot of the silicon technology that Fermilab was always already an expert in. So that's one piece of it. The camera itself was built by Fermilab. So that's a tremendous contribution. Then there's the whole data processing thing. And again, in that realm, high-energy physics has a huge advantage because they're used to processing tremendous amounts of data.
So there's those 2 pieces. And then there's the analysis, which takes us an enormous amount of time. And that piece is ongoing. It's really thinking back to when it was first started. We thought of it in one way, and all our analysis tools have evolved partially due to AI. So that's been kind of interesting to be a part of. But getting back to the science part of it, there's a strong connection between what you do and what I do in the sense that one of the things you do is you measure in the cosmic microwave background the fluctuations. So I don't know if people can see this, but there are small hot and cold spots in this microwave background.
Basically what that means is the temperature, say on this spot over here, was a little bit about 1 part in 10,000 higher than the temperature over here. All that means is there were more photons there, and because there were more photons there, because the photons were also talking to the electrons and protons, there were more electrons and protons there. So if you go back to the early universe, what you have provided us with is a snapshot of the early universe, and we know what it looks like. It was incredibly homogeneous, so the universe was basically the same everywhere, and with very, very small fluctuations of 1 part in 10 or 100,000. So that's what you've provided us. What this theory that we've landed on, Lambda CDM, predicts is how those small fluctuations will accrete more and more matter over the course of 13.7 billion years. And we can test that with DES and see whether those fluctuations have grown to the size they were supposed to according to the theory. So that's, to me, the most fundamental test we're doing.
If it hasn't, that means this theory is wrong. So to me, that's the stress test that's occupied me for 10 years.
Why do we tend to kind of just, as I describe it, you know, have the series of descriptions to our students, you know, from Nobel Prize to Nobel Prize without loss of enthusiasm? How do you view the way that we should teach cosmology?
I'm not sure there's a direct answer, but this is my experience of it, which is in DES, to me, the most important thing has not been the papers we've written or that discovery we made that basically the fluctuations are what they should be in this theory. But the most important thing has been the people. So, and I think we as mentors get an enormous amount of satisfaction by working with these young people. So communicating not just facts to them, but also the very little that we know has been, I think it's eye-opening to them. I'll give you an example. I was at a collaboration meeting a couple of years ago, and this first-year grad student from Spain was there, and she was talking about her work on this very complex piece of analysis. And I went up to her afterwards and I asked her a question. I said, well, do you understand this and this? She goes, you don't understand.
I've only been working on this for 3 months. I said, no, you don't understand. You're in charge. So it's like these people, the young people, they're the ones who basically— it's not like there's some threshold above which you become and Einstein, we're all kind of swimming around in the sea of ignorance trying to figure out things. We have a little bit more experience than younger people, but they have advantages that we don't have, for example. So it's, to me, that's been the best part about DS is working with these young people. It's been great.
You talk in your Substack, which we'll link below, and that you kind of had this really phase change, I think is the only way, revolution, April 1992. Talk about the day, you know, the music died. Talk about Kobe. I remember that I was in college at the time and I was in a summer program or starting a summer program. And I kind of even had a glimpse that this was something important, but I didn't know I would do it for the rest of my career. Talk about 1982, 1992, why that was so transformative for you in your career. It really seems to have pivoted you in a completely different direction, which is wonderful to say about your flexibility intellectually. But why was it so important to you?
Yeah, I think what happened before 1992 is there were a lot of people who had really fascinating ideas about cosmology. And one of those ideas, what I just described, that there were small fluctuations in this cosmic microwave background, and they grew to be the structure we see today. But there was absolutely no evidence. There was no prediction that had been made that had been verified. There was only postdictions. People observed stuff and they said, oh yeah, I can explain it this way, that way. So any reasonable person looking at that would say, I don't trust these guys. And in fact, quite a few astronomers and other people didn't trust the few cosmologists working in the field for for very good reason.
Yeah.
So what happened on April 24th, 1992 is the first detection of anisotropies in the cosmic microwave background. So the fact that there are slightly spots that are slightly hotter than other spots. So that discovery was a prediction. Stephen Hawking called it the discovery of the century, if not ever. So, I mean, he was one of the driving forces behind the whole field of cosmology. So he recognized how important it was. And another thing that I highlighted there is that in the old days, they used to print— you're probably too young for this— the New York Times on paper. And so the first column of the New York Times on the right-hand side was the lead article.
So that was the first, I think the only time in the history of the New York Times that a science article was on the first column. And I think that they got that right, because that was the discovery that underpins modern cosmology. In 1,000 years, that's the story people will be pointing to, I think. For me, actually, at the time was kind of depressing because I was working on all these fanciful things. that were fun to work on. And to understand as a theorist what the physics that goes into that required me to learn a whole new set of tools, which I didn't, you know, it wasn't up my alley. So I knew I had colleagues who ended up just staying and not moving forward, but I kind of had a family to support, so I figured I got to learn this stuff. So I tried really hard to learn this stuff and end up writing this book to help me learn it.
And so I'm able to stay in the game to some extent. Yeah.
And that pivot from, you know, kind of particle theory to part of, you know, theoretical astroparticle cosmology, which you're one of the major instigators of, I think, you know, to be, to be fair to you, there were also, you know, separate, you know, physics and cosmology, physics and astronomy, astronomy and cosmology. They were all kind of separate things.
Yeah.
As I told you, the previous occupants of this office was, you know, Jeff and Margaret Burbidge. This plate is one of the Palomar plates that she took with the galaxy.
That's cool.
I've got some redshifts. So they— and they didn't believe in cosmology basically until the day they died. You know, Big Bang cosmology. Jeff used to go into paroxysms of rage when a speaker would have the misfortune of mentioning it. He was a steady-state proponent until he died, long after COBE. What do you make of that? Are there modern-day versions of people like Jeff, you know, that are just kind of eminent, brilliant scientists that just do not accept either inflation or maybe it's string theory or the standard model? Do you see any parallels between the Big Bang deniers of that age, which you lived through partially, Yeah. In today's age?
I think so. I think we tend to weight things according to our experiences. So I just wrote a thing about something that is obvious to you, but maybe not obvious to most people, which is the sky. The light from the stars or galaxies comes in different colors. You can view a given galaxy with one filter and see it as one color, or view it with a different filter and see it in a different way. And that's a metaphor to me of the way we perceive the world, right? We're all perceiving the world via our own filters. So as one example, there's kind of a raging controversy now about neutrinos, which are these very small, very light particles that actually there's about a billion of them that just passed through my hand that were produced in the early universe. We don't know their masses.
You and your colleagues have done experiments which lead to the conclusion that their masses are smaller than they should be according to experiments that have been done by particle physicists here. And when you raise that to the particle physicists, they just don't believe the cosmology, basically. So I think that's an example of a whole class of smart people who don't necessarily buy into this field, really, or all of the field. Yeah.
And it's partially natural historically. You think, you know, we've never detected a new particle, weighed the mass of a particle except in an accelerator or something like that. So to use the cosmos as your accelerator, which is natural to people like me, But yeah, it's very— it's sociological in science that it's different.
Have you seen examples of that?
Yeah. I mean, I've asked people about that, like my particle physics friends. Don Lincoln, I've talked to, is in your neighborhood, right? Will you believe it when a particle physicist sees a cosmologist say, here's the mass of the neutrino? Now we're working on a paper with Shasha Arani that you met over lunch that really seems to suggest that we're going to need all 3 different types of things. Neutrinoless double beta decay, we're going to need laboratory experiments, and we're going to need long baseline, we're going to need cosmology. And that spectrum actually will make the case much stronger than only the cosmologists see it and give up all hope. Let's talk about the Dodgson-Widrow mechanism. That's sort of where I first got exposed to you. Very intimidated.
It was my second year of grad school, 1994. Where did this come from?
This is at Brown.
I was at Brown, and I was trying to understand, well, dark matter. I'm still trying to understand that. We're going to talk a lot about dark matter. And these are called sterile neutrinos. So first, what the hell is going on here? What are neutrinos? Just let's do a recap. Neutrinos, flavor, oscillation. What does it mean? Where are they oscillating? Are they jiggling around in here? What's a sterile neutrino? What's a Majorana particle? What's a Dirac particle? Let's go through it. I want to get my money's worth.
Flew you all the way out from Chicago.
Okay, 10 questions.
That's my forte.
A neutrino. People are familiar with electrons because that's what they're made of. And so particle physicists tend to think of neutrinos as being partnered with electrons. So the fundamental theory of nature says that every thing like an electron has to have a neutrino associated with it. So for example, you mentioned muons earlier. Muons are kind of cousins of electrons. They also have their own neutrino with them. There's another thing like that.
They're called— all these things are called leptons. There's a tau lepton. It has its own neutrino. So neutrinos are associated with electrons in this case, or electrons or muons or taus, whereas the electrons are charged. They have a negative charge. Neutrinos do not have electric charge. That's why they're so hard to detect. Whereas neutrinos have a mass that we know, neutrinos have masses which are at least a million orders of magnitude— a million, sorry, a factor of a million smaller, probably a billion smaller.
Yeah.
Than the electron. So that's what they are. They're very, very hard to detect. However, just like the electron, they do participate in what's called the weak force. And that's important because there are various decay processes that are important to life and everything that produce neutrinos. So for sure neutrinos exist. We've seen them, but they only interact very weakly, so they're very hard to detect. So that answers your first question.
What is a sterile neutrino?
Those are called flavor states. The partnering, pairing between the subatomic elementary particles, mu, tau, and electron, those are the flavor states, but they are not the mass states.
Right, exactly. So what I mentioned is that these neutrinos, the electron neutrino is paired with the electron. So that is, um, so that's one type of neutrino. But if you imagine the possibility of a given quantum state that is a superposition, probably you've had a lot of quantum computing people on, so people are familiar with superposition, a superposition of an electron neutrino and a tau neutrino. So that's possible. And it turns out that a superposition of those neutrinos are actually eigenstates of mass. That is, they're eigenstates of mass. That means they— the mass eigenstates are the things that propagate through space.
And respond to spacetime curvature, for example.
Right, exactly. If there was no mass, then there would be— there would only be this one basis, the flavor basis. But because there's mass, things get mixed up. It's kind of a quantum mechanical effect. And because they get mixed up, it's possible— and this was first detected from neutrinos from the Sun— that neutrino could be produced in the Sun in one type, one flavor, and be detected as another flavor. So that's the oscillations you mentioned. So I hit 2 of your questions.
Yeah, yeah, sterile neutrinos.
Sterile neutrinos. Okay, so each of those things are a type of neutral particle. It turns out that it's quite possible that there is another neutral particle associated with them that does not experience the weak force. So neutrinos are not charged, so they interact very weakly, but they do interact. A sterile neutrino is even less weakly interacting than that. It's completely divorced from the weak force. It's not produced in decays. et cetera.
Why do we think they exist? There's kind of a complicated technical reason for it. That is, if you think about electrons, they're made up of left-handed spinning states and right-handed spinning states. The neutrino that we know are all left-handed spinning, so we kind of expect there to be right-handed spinning states also. Those are sterile neutrinos. That's sterile neutrino.
And the sterile neutrino was hypothesized to be, via the Dodgson-Widrow mechanism, a potential but no— by no means confirmed dark matter candidate. Now let me say one thing. I tell people we've detected dark matter. We have unequivocally detected— I told Neil deGrasse Tyson this to his face, and he was astonished. And I said, they're neutrinos. They satisfy every possible property except for the fact that they don't make up all of the mass that is seemingly required to explain the dark matter gap between the amount of luminous matter and the amount of total matter that we see, right? So that's like saying, you know, and then they're like, well, it doesn't solve dark matter. That's like saying, well, hydrogen doesn't explain all baryonic matter. It's irrelevant.
There might be a whole— as George and as past guests on the podcast, Mike Turner and others have said, there might be a whole periodic dark matter table, the dark periodic table, right? So am I wrong? Should I shut up about this dark matter detection already occurring?
Well, let me challenge you with one thing. Have we detected cosmic neutrinos?
We've detected— I believe we've detected—
Oh, we have. Yeah, we have. You have detected.
Not direct detection.
Not direct. You have indirectly detected them. So yes. So you have indirectly detected neutrino dark matter. There's a difference between direct detection where you actually build a detector that tries to see these cosmic neutrinos, a billion of which just passed through my hand. That, do you know Joe Formaggio from MIT? So he has told me that every experimentalist in their career goes through a period of 2 years where they try to detect cosmic neutrinos and then they realize it's impossible.
And unfortunately their startup runs out.
Yeah, exactly. Anyway, but you have detected that, you and your CMB colleagues have detected them indirectly. If they weren't there, then the pattern of anisotropies that we see would look much different. So kudos, 100% agree. Yeah.
So what is the Dodgson-Lidro mechanism?
In the late '80s, early '90s, there was a guy named John Simpson, and there was evidence— he provided evidence for detecting in the lab a neutrino with a mass of 17 kiloelectron volts. Did you ever hear about this?
No.
People were like astonished. It turned out to be an experimental artifact due to magnetic fields, but for about 3 to 5 years, everyone was talking about it. As you probably know, such a heavy neutrino would— makes a lot of problems for cosmology. So I started thinking about what would happen. Would they be produced and stuff? And so then Larry and I came up with this idea that putting aside the 17-kV neutrino, which turned out to go away, maybe it's possible that the ordinary neutrinos in the very early universe oscillate into these sterile neutrinos, And maybe they have a mass, so produce enough of them so that they constitute the dark matter today. I still think it's a good idea because we know neutrinos exist, right? As opposed to every other dark matter candidate around where we don't know exists. So to some extent, my prior on that is higher than other things, but of course I'm pretty biased. So yeah.
Talk about the mechanism. There's something called a mixing angle, which is quite beautiful when you think about it, that the these states, these quantum mechanical eigenstates, which are superpositions, that they have this ability to effectively rotate just like an ordinary rotation of a ball or any object in 2-dimensional. It's the simplest thing you could imagine. I guess 1-dimensional would be simpler, but they can basically be thought about as rotating in this abstract space. How do you think about that? How do you visualize this? Is it purely a mathematical thing in a theorist brain?
Yeah, that's a great question. And you're absolutely right. that you don't need flavors or anything like that. It's actually just a 2-dimensional space, the regular neutrino and the sterile neutrino. Actually, this comes back to the way different people perceive and think about different things and how everyone's opinion, everyone's brain sees things differently. So my mind works best very linearly and mathematically. I'm not good spatially. So I just think about a 2 by 2 matrix, which is a pretty simple mathematical thing.
So I just think of these things as If you take 2 by 2 matrix with off-diagonal elements and diagonalize it, that's what I think of as an oscillation. But people like, I'm sure you think of it in a more spatially, in more of a physically intuitive way. I don't think I have that physical intuition.
So what's physically happening, the way I think about it, I do think about it mathematically also, but in quantum mechanics, phase is an important quantity. Even though we can't directly measure phase, you can measure phase differences, right? And so stop me if I get this wrong, but energy differences lead to phase differences, which then can be imprinted And then you can get physical oscillation. I mean, we get oscillations of— and that was the solution to the solar neutrino problem, right? It was effectively this oscillation, both abstractly in the phase space of quantum mechanical rotation space, but physically these things are oscillating as they travel. If the distance between the Earth and the sun were different, we would've gotten a different answer, right? We could have been in this weird position where it exactly always came out to be an electron or something like that. We just didn't happen to live there, right?
Yeah.
So how do we explain this, that the neutrinos interact with matter? But sterile neutrinos wouldn't interact with matter, say, in the same way?
It turns out matter plays a quantitative role in it, but it's not— I don't think it's a qualitative thing. So I think the qualitative thing is exactly what you said, that in the solar neutrino issue, the electron neutrinos that the sun produced convert as they travel into muon neutrinos that Ray Davis, et cetera— did he win a Nobel Prize?
Yeah.
So that is an oscillation in a 2-dimensional space. It's the exact same thing without the flavor thing. The 2 dimensions are that the regular neutrino and the sterile neutrino. It's the same exact process that we think might have happened in the early universe to produce— we had a lot of regular neutrinos around in the early universe. They oscillated and produced these sterile neutrinos that could be the dark matter today. So it's the exact same process.
Now, a year ago, Kyle Dawson sat in that very chair with Dan Green, and we had the spirited conversation about DESY, right? And a lot of the conversation was kind of a little bit, you know, he's very statesmanlike and wonderful scientist and just exceptional person. But I detected a little bit of hedging. You know, he's saying, yes, there's a 4.2 sigma tension. And I often say, you know, we've got the Hubble tension, we have the sigma-8 tension, now we've got the W tension. So what do you make of these different tensions? First of all, I've had eminent scientists, including a partner of one of your, you know, former partners, Mike Turner, Lawrence Krauss, alleges— he sometimes says he came up with dark energy, and on his weaker moments, or maybe he's being more accurate than I'm giving him credit for, but with Mike Turner, that they sort of independently came up with some ideas that suggested dark It was real. And he doesn't believe it. Lawrence Krauss said he thinks they're wrong. It's not a— it's a cosmological constant.
Now, Einstein was wrong once before. It's too bad. He could have had a good career, right? But tell me, Scott, where do you come down on this? Where— what is it, a legitimate tension? Where does it rank in the tensions that I mentioned? Sigma-8, which is clumping of matter, uh, Hubble tension, which is disagreement at early times and late times, and, uh, and now this new tension between dark energy and the cosmological constant.
Just to focus on one thing, this SA tension you mentioned, that's what I've been spending the last 10 years on. This idea that think about Manhattan in 1790, there were 50 people every square mile in Manhattan, very overdense compared to the rest of the country. Today there are 50,000. So why is it that the inhomogeneities grew like that? That's a fascinating question, right? Could someone in 1790 have predicted that there would be exactly 50,000 people? No way. But we've done that. Lambda CDM predicts that what you measured in the microwave background evolves to be precisely the inhomogeneities we see today, that precisely modulo the fact that it's off by about 2 sigma or something. So that's what you call the S8 tension. So I guess my question back to you is, is it tension or is it, wow, that is unbelievable we're able to get that close? I'm kind of depressed that it's not a 5 sigma tension because then it would be whatever, like just like kind of Kyle is saying.
But on the other hand, we're so close on this incredibly amazing story that we've created. We've created a story of how we got here.
I guess the pushback, I would say, you know, sometimes we, I feel like we gotta grow an extra arm to pat ourselves on the back. And you're doing a great job of that with the experimental, you know, kind of kudos to us. But by the same token, I have kids, you have kids, right? And you remember when your kids were young, you'd take 'em to the doctor at age 2 and they'd measure their height and they'd say, basically they're gonna double in size. Right? And how do they know that? Well, they've had about 100 billion humans have lived since, you know, time equals zero when Og and Magog, you know, came out of the cave and somewhere in, uh, 250,000 years ago. They estimate about 100 billion people. Let's say pretty good statistics on this, right? Now we only have one universe, and we always complain about how hard it is to be a cosmologist, you know, world's smallest violin. There's only one universe. I always say at least astronomers have, you know, 100 trillion stars, you know, perhaps in the observable universe.
So there's a lot of different, you know, statistics that they can do.
You're making my point that because there's so many regions of that size, you and your colleagues are able to measure it at one time in the universe, and you've measured it incredibly precisely to a few percent, right? That's what, that's what your point is, that there's so many different regions that you can measure it so precisely. And we, we're not quite— we haven't measured quite the area you have, but we've measured a lot. And we can measure it at a time 13.7 billion years later, and we get an answer that's 10,000 times bigger, but precisely on what the prediction gives. So it's the precision that to me is astonishing and is a great success.
So why do you still work on it? Like, what's left to unravel? I mean, I'm, I'm not an expert in some way. Your time is very valuable, right? So why are you still so deeply invested in it?
So you're looking for something that if you found them, these B-modes in the cosmic ray background would prove beyond a shadow of a doubt, inflation, something that happened in unimaginably small times, it would be incredible. The rest of us are focused on unkinging Lambda CDM, like basically just dethroning it. So there are people like Kyle do it in one way by trying to figure out whether the distance that they measure to distant places agrees with what you guys in Lambda CDM predicts. And I've been doing it in this other way by seeing whether that precise prediction, which is so precise, Is correct. And so the answer is it's still called an SA tension. That is, we're not exactly right. So I overstated it a little bit, but we're— so we're 2.5 sigma off, which means there's technically only a 1% chance that theory's right. But we kind of know that that's probably— yeah, yeah, yeah.
Millions of one things happen.
Yeah.
So today here.
So I mean, exploring the tension, killing the model is my dream.
Is that because there are certain dependencies on sigma 8 that go as like, what, sigma 8 to the 7th power? There's some interesting— either it's in the power spectrum or I seem to recall there— aren't there some very crisp tests that are available because of the deep sensitivity on sigma 8? Like, in other words, if you nail sigma 8, you can get other things to extremely 8 times higher precision.
I mean, that's probably true for galaxy formation, the halo mass function and stuff, but that's That's not what I'm most interested in measuring. This very simple statistic, it actually comes back to something you mentioned earlier. We're doing it with the simplest of statistics, what's called the 2-point function or the power spectrum, which is some of the same thing that you use. And I wonder if we're going to be supplanted with AI and ML techniques that use more of the information. So essentially what we're doing is we're compressing the data into 100 numbers, right? And from those 100 numbers, we're extracting out this one number. and comparing to the one number that you guys measure. So that may not be the best way to test the theory. There might be better ways to do it.
So people are thinking about that.
Higher-order functions. Yeah.
Yeah.
Last time you gave a colloquium here, which is, you know, decades ago now, but, but it was extremely well received. You made this beautiful kind of point about the discovery of dark matter, you know, in our solar system, which was— goes by the name of Neptune. And Neptune was discovered by Le Verrier famously. I went back and I looked at his paper from 1843 or whatever. And they basically, you know, it's just this lionizing hero worship. It's like he discovered a planet with a pencil, you know?
Wow.
It's basically just this lone genius that set this thing. And then you made the case that, like, okay, so that was discovery that there was this weird sort of effect that was happening to the planet George, Uranus, which I think still should have been called George. But anyway, you took us back to that time, you know, when there could have been some problem with Newton, Isaac Newton's gravity, or it could have been dark matter that was just unseen. And it turned out to be dark matter. Then you made the analogy, let's fast forward to 1911, 1913, '14, Einstein's coming up with GR, and Le Verrier and the acolytes of Le Verrier were still— actually, Le Verrier was proposing that Mercury was being perturbed by an unseen companion, just like Neptune.
Called Vulcan.
Right. And then you said, well, that time he was wrong, right? So the hammer theory is everything looks like a nail when all you have is a hammer. Where do you think we are with dark matter? What is your take? I've had Mordecai Milgrom on the podcast. What do you make of the, you know, kind of alternative, you know, history rhyming again and again, looking for dark matter, looking for changes to gravity? Where do you think we're going to end up? What do you— what— I mean, you worked on this for a long time. Where do you come— what is dark matter?
Yeah, I have no idea. I actually had this debate with Stacy that this is an organization that promotes civil debates. So we had this debate and I don't So just to give context, Stacy McGaugh is one of the leading astronomers who doubts the existence of dark matter. And he and Mordechai Milgrom and other people, most notably from a theoretical perspective, an Israel— a Mexican-Israeli physicist, Jacob Bekenstein, put forth alternative models of gravity that would not require dark matter. The problem with those is they don't explain what you guys have seen. And to some extent, it's another example of what we've been talking about, It all depends on your filter. What they look at is, oh, I can see that galaxy over there. Let me look at that.
And I can fit this better with my theory of modified gravity. What we tend to think— what I think is simpler is the stuff that you measure, because there's no people there. It's just electrons, protons, and photons. It's really simple to understand. But from their perspective, that's like a zillion miles away. How can we possibly understand it? So it's 2 different lenses on the same universe. And from their perspective, we're never going to convince them that this distant stuff has any information about what is guiding stars in a galaxy near us. So I don't think there's much hope of bridging that gap.
However, Stacy, who's a very reasonable person, does not believe MOND is correct. And if you look at the generalizations of MOND, such as the ones that Bekenstein set up, they're actually so close to theories of dark matter. They introduce new fields, that it's the same thing, basically. They're just introducing new stuff. And so I actually think another possibility is that we're just looking at everything wrong, that there's someone's going to come around and say, we have to just rethink everything. Because we— what we've done in order to make the story of the universe work is introduce dark matter, introduce inflation, introduce dark energy, and none of this has been found in the lab. So How many free passes do we get? I don't know.
No, it's extraordinary that you're, again, candid and you're honest and you're willing to admit where these lacunae, these gaps, these flaws. But I often say the most exciting thing, and you hinted at this earlier, is a flaw, right? Because I tell my students, a flaw leads to a law, and we just don't know it yet. The Big Bang was kind of a solution to a lot of the problems in the steady state model. The inflationary universe is sort of this patchwork of fixes and kind of home improvements to the Big Bang model, fiducial model, and Lambda CDM. And there's alternatives to it. But one thing I thought about, 61 years ago this month or last month, the CMB was discovered and the announcement was discovered. And many people, including Jeff Burbidge, who used to occupy this office, and his longtime colleague Fred Hoyle, and the recently deceased, and also I'm very proud to say past guest, Jayant Narlikar, they went to their graves believing in the steady state, quasi-steady state. They added some stuff to it.
They were eminent scientists. I mean, these are people that were Nobel-worthy adjacent to Willy Fowler, did win the Nobel Prize for the, you know, BBFH, and incredibly eminent scientists. Hoyle, of course, coined the term Big Bang as a pejorative. And my question to you is, when the CMB was announced, Hoyle said, well, they found it to be, you know, 2.7 Kelvin. But if it had turned out to be 27 Kelvin or, you know, 270 Kelvin, they would have explained that too. And it reminded me of this quote that I have in my book from you, from eminent cosmologist Scott Dodelson. During BICEP2, you said inflation can produce a B-mode signal as small as you like. And I kind of used that in the rhyming sense with our friend Fred Hoyle, who said, you know, they would've found any value.
So it was almost like anything that we found would be consistent. And you're not the only one who said this, by the way. And many people said things much, much more hyperbolic, like, hello multiverse, Max Tegmark said. And Lawrence Krauss said, this now means there's proof that God does not exist. It's an incredible For me personally, obviously. I talk about a lot of these in Losing the Nobel Prize, my first book. But what do you make of that? If a theory accommodates any result, is it a theory? I mean, what is it? What are we to make of it?
Yeah, I don't want to go too far towards ignorance, and the fact that smart people don't believe in the microwave background doesn't mean they're correct.
Yes.
Right?
Sure. I think here, there's a sidebar. I think the human need for meaning is the most paramount need that humans have. Viktor Frankl, Yeah. Man's search for meaning, right? I want to just kind of take this counterfactual, hypothetical, 10 years from now, 2036, DESI's done, Simon's Observatory's done, CMBS4 never happened, but unfortunately, rest in peace, it should have happened. Lightbird, there's many different projects hopefully that will augment and complement and compete with us. And so I think the most healthy thing is to have a competitive scientific environment. And so I welcome our kind of competition from China.
We have a Chinese team that's trying to do this. And there's many other great and brilliant scientists, but we're there. What does cosmology being done look like? What does a solved model of cosmology look like? And is it on the horizon in our grand grad student careers?
Okay, I have no idea, but—
What would satisfy you?
Let's agree that cosmology is a millennial-old pursuit, maybe more. Maybe those people from 75,000 years ago, maybe they also— And we've been just incredibly fortunate to live in a time where the, you know, the amount of information we've gotten has been, you know, extraordinary about the universe. We have very good reason for believing that the universe is not on the back of a turtle, right? You know, we're not any smarter than the people who made up that theory, right? Because we have data. So we've just been incredibly fortunate. But it's still a 1,000-year-old science, and it's probably going to be evolving. So the chance that we're going to identify dark matter In my career is, I would say it's pretty small. The chance, well, you tell me. I mean, the chance that we find B-modes, so you're gonna be extending the reach by a factor of 5 to 10, is that right?
Yeah.
So that, I mean, you have to have a prior on what inflationary models produce that. I mean, it would be amazing. As you probably know, I went all goo goo gaga the first time you guys reported something. So it would be, you know, it would be amazing. We have to be clear about what we, what we know and what we don't know. If you guys discovered B-modes, that would not be the end of our studies of inflation. Then we'd put up a gravitational wave thing in space to detect gravitational waves at higher frequencies, right? For sure. What they used to call the Big Bang Observatory, right? So we would definitely hone in on those B-modes because they would teach us about physics 12 orders of magnitude larger than can be probed at the Large Hadron Collider.
So that would, that would open things up. In dark matter, if we detected something in the, in the 100 GeV range that pointed to supersymmetry, that would open up the, the pathway, I think, to more colliders being built to understand things. So I think the possibility of, especially this marriage of quarks in the cosmos, the possibility of discovery would be unlikely to shut things down. But as I said, I really, I really don't know.
I tell my students a flaw leads to a law. And we just don't know which law yet. Scott spent a decade in the trenches working on one flaw: whether the lumps in the universe grow the way the theory says they should. There's a second way to stress test the same model. A year ago, Kyle Dawson sat in the same chair and told me what DESI found: 4.2 sigma. If Scott's crack and Kyle's crack are the same crack, Lambda-CDM is finished. That conversation is on screen now. Click it, watch it, subscribe and share it, and then tell me which tension you'd bet the most on.
I'm Brian Keating. This is Into the Impossible. Tune in next time.
Tune in next time.
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💡 Speaker bios
Brian Keating is an astrophysicist and educator who delves into the mysteries of the universe on his show, "Into the Impossible." Known for his engaging storytelling and deep curiosity, Brian highlights pioneers like Scott Donaldson, who has led groundbreaking tests of the Standard Model of cosmology. Through his work, Brian brings complex cosmic discoveries to the public, inviting audiences to explore the extraordinary questions that push the boundaries of science.
🔖 Titles
Cosmology in Crisis: Scott Dodelson on Dark Matter, Tensions, and the Future of the Universe
Challenging the Universe: Scott Dodelson Discusses Cosmology’s Biggest Mysteries and Model Tensions
Dark Matter Debates and Cosmic Tensions: Scott Dodelson on Cosmology’s Unsolved Puzzles
From Lambda CDM to Dark Energy: Scott Dodelson Explores Cosmology’s Open Questions
The Universe’s Free Passes: Scott Dodelson on Dark Matter, Neutrinos, and Scientific Revolutions
Testing the Limits: Scott Dodelson on Killing Cosmological Models and Embracing Tension
Are We Wrong About the Universe? Scott Dodelson on Cosmology’s Greatest Challenges
Dark Energy, Tensions, and Revolution: Scott Dodelson’s Inside Look at Modern Cosmology
Cosmology at a Crossroads: Scott Dodelson on the Crisis of Modern Universe Models
Tension in the Universe: Scott Dodelson’s Take on Cosmology’s Greatest Unanswered Questions
💬 Keywords
dark matter, dark energy, inflation, cosmology, Lambda CDM, cosmic microwave background, DES (Dark Energy Survey), neutrinos, sterile neutrinos, neutrino oscillation, mass eigenstates, flavor states, Majorana particle, Dirac particle, sigma-8 tension, Hubble tension, S8 tension, B-modes, gravitational waves, particle physics, modified gravity, MOND, galaxy formation, power spectrum, two-point function, AI in cosmology, machine learning, cosmic variance, astronomical surveys, Standard Model of cosmology
💡 Speaker bios
Brian Keating, host of "Into the Impossible," introduces trailblazers like Scott Donaldson, who leads the Cosmic Physics Division at Fermilab and lectures at the University of Chicago. As someone deeply engaged in the frontiers of science reporting and communication, Keating shares stories of physicists testing and building the Standard Model of cosmology, inviting listeners to explore the mysteries of the universe through his work and podcast.
ℹ️ Introduction
Episode Introduction
Welcome to the INTO THE IMPOSSIBLE Podcast. In this episode, host Brian Keating sits down with Scott Dodelson, head of the Cosmic Physics Division at Fermilab and a pioneering cosmologist who helped build the Standard Model of cosmology, Lambda CDM. Together, they dive deep into the ongoing “crisis” in cosmology—where bold ideas like dark matter, dark energy, and inflation have been invoked to explain the Universe, yet none have ever been confirmed in the lab.
Dodelson shares his experiences leading the Dark Energy Survey (DES) and discusses the mounting tensions and anomalies that challenge the prevailing model, from Hubble’s constant headaches to sigma-8 discrepancies. They explore how new data, novel theories, and evolving technology—including artificial intelligence—are reshaping our cosmic understanding, and reflect on the sociology and philosophy that drives scientific revolutions.
Is Lambda CDM standing on its last legs? What happens when observations threaten to dethrone our most cherished models? And, in an era where even experts disagree, how do we know which paradigm will endure? Join us for an honest, incisive, and hopeful look into the evolving landscape of modern cosmology.
📚 Timestamped overview
00:00 The section discusses the distinction between the speaker's work on the cosmic microwave background and the work of the Dark Energy Survey (DES), highlighting the use of optical telescopes, the project's components like theory, experimental hardware, observations, big data, and machine learning, and poses the question of what DES stands for and its duration and diversification.
04:11 The section discusses how small temperature fluctuations in the early universe, indicative of variations in photon, electron, and proton distribution, are predicted by the Lambda CDM model to evolve into larger structures over billions of years, a hypothesis being tested by DES.
08:44 A groundbreaking discovery in cosmology was significant enough to be featured in the first column of the New York Times, which led the author to learn new tools and write a book, despite initially feeling daunted by the departure from their previous work.
10:32 The author explores how perception is shaped by individual experiences, using the metaphor of viewing galaxies through different filters to suggest that, like the current controversy about the mass of neutrinos, our understanding of the world is influenced by our unique perspectives.
14:38 The discussion revolves around the concept of neutrinos being in a superposition state, specifically an electron neutrino and a tau neutrino, which are eigenstates of mass, and these mass eigenstates are what propagate through space.
18:26 The text discusses the excitement and subsequent dismissal of a heavy neutrino discovery due to it being an experimental artifact, and explores the hypothesis that ordinary neutrinos might oscillate into sterile neutrinos with mass, potentially constituting dark matter.
22:04 The section discusses a past conversation where Kyle Dawson and Dan Green talked about various tensions in cosmology, such as the Hubble, sigma-8, and W tensions, with a mention of Mike Turner and Lawrence Krauss's differing views on dark energy and the cosmological constant.
24:21 The discussion contrasts the abundance of human data used in child growth predictions with the challenges faced by cosmologists due to the singularity of the universe and limited sample size.
27:22 The speaker discusses measuring galaxy formation using a simple statistic called the 2-point function or power spectrum, compressing data into 100 numbers to extract one number, and questioning whether AI and ML techniques might surpass this method.
31:36 The discussion covers the idea that flaws can lead to new scientific laws, exemplified by how the Big Bang solved problems with the steady state model, while the inflationary universe is a series of enhancements to this model, against the backdrop of historical figures who maintained belief in the steady state theory despite new discoveries like the CMB.
34:43 The text discusses the ancient and ongoing pursuit of cosmology, highlighting our fortunate access to extensive data about the universe, skepticism over theories such as the universe being on a turtle’s back, and the slim chance of identifying dark matter in the near future.
37:10 Brian Keating concludes the episode of "Into the Impossible" and encourages listeners to join the next one.
📚 Timestamped overview
00:00 DES project components and science focus
04:11 Early universe temperature fluctuations
08:44 Discovery's impact on modern cosmology
10:32 Perceiving the world through filters
14:38 Neutrino superposition and mass eigenstates
18:26 Early ideas on sterile neutrinos
22:04 Discussing Cosmological Tensions and Theories
24:21 Challenges in Cosmology and Statistics
27:22 Discussing data compression techniques
31:36 Discussing cosmology and scientific flaws
34:43 Challenges in Understanding Cosmology
37:10 Brian Keating's sign-off message
❇️ Key topics and bullets
Sequence of Topics Covered
1. Setting the Stage: The Crisis in Cosmology
Introduction of unconfirmed physics concepts (dark matter, inflation, dark energy)
Challenges faced in forming a coherent model of the universe
The desire to critically test and potentially "kill" existing models 00:00:00
2. Introducing Scott Dodelson and the Standard Model of Cosmology
Scott Dodelson's background and achievements
The 2.5 sigma deviation in the Standard Model test 00:00:15
3. The State of Dark Energy Research
Lambda CDM as the foundational cosmological model
Ongoing concerns about whether the model will hold up against recent data
Tension and possible paradigm shifts in current cosmology 00:00:43
4. Scientific Revolutions and the Evolution of Cosmological Models
Influence of Thomas Kuhn's Structure of Scientific Revolutions on interpreting scientific changes
Current experiences of institutional trust (or loss thereof) both in science and society
Comparison between cosmology and other fields regarding model adaptation 00:01:17
5. The Dark Energy Survey (DES)
Overview and objectives of DES
Construction and instrumentation (silicon detectors, Fermilab-built camera)
Data analysis methods and the influence of AI
Connection between CMB measurements and DES observations
Main test: growth of cosmic structure compared with theoretical prediction 00:02:07
6. Measuring and Teaching Cosmology
Importance of mentorship and collaboration in large projects like DES
Emphasis on what little is truly known and imparting critical thinking to students
Anecdotes highlighting the role of young researchers 00:05:13
7. The COBE Revolution of 1992
History before COBE: lack of empirical support for cosmological models
Impact of COBE’s discovery of CMB anisotropy on the field
Pivot in research and thinking, and broader implications for scientific credibility 00:07:26
8. Differing Perspectives and Skepticism within the Field
Ongoing skepticism by eminent astronomers (e.g., Jeff and Margaret Burbidge) about cosmology
Comparison to current skepticism towards concepts like inflation and string theory
Sociological aspects: how background and experience influence a scientist’s confidence in various results 00:10:03
9. Neutrinos: Particles, Properties, and Controversies
Basics of neutrino types and masses
Disparate results between particle physics and cosmology regarding neutrino masses
Necessity for cross-disciplinary validation (lab, cosmology, decay experiments) 00:12:04
10. Sterile Neutrinos and the Dodelson-Widrow Mechanism
Explanation of flavor vs. mass eigenstates and oscillations
Defining "sterile" neutrinos and their hypothesized properties
Theoretical and experimental background behind sterile neutrino dark matter candidates 00:13:13
The significance of the Dodelson-Widrow production mechanism
11. Quantum Mechanical Visualization of Neutrino Oscillations
Rotation and mixing angles: mathematical and physical interpretations
The importance of phase and oscillation for explaining the solar neutrino problem
Differences between regular and sterile neutrino interactions 00:19:17
12. Cosmological Tensions—Sigma-8, Hubble Constant, Dark Energy
Overview of various cosmological "tensions," especially sigma-8 (SA tension)
Debate over the magnitude and significance of these discrepancies
Successes and limits of the Lambda CDM model as seen in recent data 00:22:04
13. Why Precision Matters, and the Limits of Statistical Inference
Challenges of having "one universe" for statistics
Comparison with medical statistics (e.g., measuring children's growth)
The impressive precision of cosmological prediction vs. the risk of overconfidence 00:24:21
14. Motivation for Future Work in Cosmology
Reasons for pursuing further tests (e.g., B-mode polarization, dethroning Lambda CDM)
Focus on improving or breaking the model through more precise measurements
The probabilistic interpretation of current tensions 00:25:55
15. Statistical Methods and the Potential of AI/ML in Cosmology
Current reliance on "simple statistics" like the two-point function/power spectrum
Future directions: using AI and machine learning to extract more cosmic information 00:27:22
16. Historical Analogies: Discovery of Neptune and Vulcan
The story of Neptune’s discovery and the role of prediction vs. unseen matter
Mercury’s orbit and the failed prediction of planet Vulcan; how theory and observation align (or don’t)
Use of these analogies to explore the divide between dark matter and modified gravity hypotheses 00:28:02
17. The Debate over Dark Matter vs. Modified Gravity
Acknowledgment of alternative theories (MOND, Bekenstein's models)
Differences in perspectives stemming from focus on local vs. distant universe and lensing biases
Questioning how many “free passes” science can give to unobserved entities 00:29:40
18. The Role of Skepticism, Meaning, and Model Flexibility
The issue of model flexibility and whether a theory that “predicts anything” is meaningful
Historical parallels between the reception of CMB discovery and inflation predictions
The importance of falsifiability and critical assessment of cosmological models 00:33:04
19. The Future of Cosmology: Models, Meaning, and Open Questions
Speculation about what "done" cosmology would look like
Acknowledgment that the core questions (dark matter, inflation) may remain open for a long time
The drive to keep probing, even as precision increases, to find new laws from observed flaws 00:34:43
20. Closing Reflections and Next Steps in Testing the Standard Model
Multiple cracks (e.g., found by both Dodelson and Kyle Dawson) could end Lambda-CDM
Call to engage with the ongoing debate and follow future discoveries 00:37:03
👩💻 LinkedIn post
🚀 Just released: "Fermilab’s Scott Dodelson on Cosmology’s Crisis" on the INTO THE IMPOSSIBLE Podcast!
What happens when the foundations of modern cosmology are put to the test? Join Scott Dodelson, head of Cosmic Physics at Fermilab, as he candidly explores the tensions facing our standard model of the universe—including dark matter, dark energy, and the remarkable precision (and persistent mysteries) of our current theories.
Here are 3 key takeaways from this episode:
Testing the Theory: The Lambda-CDM model has achieved incredible success in matching predictions to cosmic observations, but persistent tensions—like the S8 and Hubble constant discrepancies—remind us the story is far from finished 00:23:17.
The Human Side of Science: Progress in cosmology is as much about mentorship and collaborative growth as it is about equations and data; young researchers and new perspectives continually reshape our understanding 00:05:26.
Embracing Uncertainty: The lack of direct laboratory evidence for key concepts like dark matter, dark energy, and inflation challenges scientists to rethink, model, and even dream of one day "killing" the reigning paradigm in favor of a deeper truth 00:31:20.
Tune in, and let us know: which cosmic tension would you bet the most on?
#Cosmology #DarkMatter #SciencePodcast #Leadership #ScientificRevolutions
🧵 Tweet thread
🚨 Cosmology Thread: Are We Giving Too Many “Free Passes” to Our Theories? 🚨
1️⃣ "How many free passes do we get?"
To make sense of our universe, scientists have introduced concepts like dark matter, dark energy, and inflation—but NONE have been observed in the lab. Are we leaning too hard on invisible fixes? 00:00:00
2️⃣ The Lambda CDM model—our standard model of cosmology—makes bold predictions about the universe. The big question: how will we really know when it's time to move on? 00:01:00
3️⃣ Living through a scientific revolution isn't as glamorous as it sounds. Data keeps trickling in, and sometimes the results just don’t match our beautifully simple models. 00:01:15
4️⃣ "Everyone digests new evidence in their own way... but how do we collectively switch to a better cosmological model?"
Turns out, it’s just as much about sociology and trust as hard data. 00:01:26
5️⃣ Example: The Dark Energy Survey (DES) took over a decade to process and analyze data, leveraging advances in big data and AI. The tools and the teamwork are as revolutionary as the findings. 00:02:10
6️⃣ Here’s the wild part: We test if tiny ripples in the cosmic microwave background (CMB) from the early universe have grown into the vast cosmic web we see today. If not? The whole Lambda CDM story collapses. 00:04:46
7️⃣ After years of stress-testing, the observations don’t perfectly match predictions—they’re about 2.5 sigma off. Not enough to throw away the theory, but just enough to keep scientists up at night. 00:00:31 00:26:40
8️⃣ A reminder: Before COBE detected tiny temperature fluctuations in the CMB, cosmology had “fanciful ideas… but no evidence.” That 1992 discovery pivoted the whole field. Sometimes one observation changes everything. 00:08:02
9️⃣ On neutrinos: Even these ghostly particles are a source of controversy. Cosmologists and particle physicists often don’t trust each other’s measurements. Sometimes, it's because they see the world through different "filters." 00:10:59
🔟 We’ve built our standard cosmological story by tacking on elements like inflation and dark energy. None have been confirmed in the lab. How many invisible ingredients can we keep adding before something breaks? 00:31:20
11️⃣ Some eminent scientists went to their graves doubting the Big Bang, even after slam-dunk evidence. Are we stubborn, or just applying healthy skepticism? 00:32:30
12️⃣ “A flaw leads to a law.” If there’s a real problem with our model—these so-called “tensions”—it might point the way to the next great discovery. 00:31:43
👀 Which crack in the cosmic model would YOU bet on:
Hubble tension?
Sigma-8?
New dark energy measurements?
Let’s debate: How do YOU know when a scientific theory deserves to be replaced? And how many “free passes” is too many? #Cosmology #DarkMatter #ScienceDebate
🔗 Full conversation with leading minds in the field:
👇 Watch here
🗞️ Newsletter
INTO THE IMPOSSIBLE Podcast Newsletter
Episode Highlight: Fermilab’s Scott Dodelson on Cosmology’s Crisis
Dear INTO THE IMPOSSIBLE listeners,
This week’s episode features a deep dive into the current crossroads of cosmology with one of the field’s leading minds: Scott Dodelson, Head of the Cosmic Physics Division at Fermilab and professor at the University of Chicago. If you’ve ever taken a graduate cosmology course, chances are, you learned from his work.
Are We in a Cosmological Crisis?
We begin with a provocative question: How many “free passes” does cosmology get as we continue to introduce concepts like dark matter, inflation, and dark energy—none of which have been found in the lab? The conversation explores the increasing tensions in the field, examining why we keep updating our models and what it would truly take to overturn our current understanding—Lambda CDM. As Scott says, “killing the model is my dream.” 00:00:00
The Dark Energy Survey (DES): A Decade-Long Deep Dive
Scott shares fascinating insights from his ten years with the Dark Energy Survey, highlighting the evolution of analysis tools, the huge role of big data, AI, and the process behind the science. But, he’s quick to point out, “the most important thing has been the people.” For Scott, mentoring students and being part of the next generation’s learning is just as rewarding as any scientific result. 00:05:26
Tensions and Triumphs: Is Our Standard Model Enough?
From the cosmic microwave background to the latest DES results, we discuss the impressive—but not perfect—track record of Lambda CDM. The big question: Are we on the verge of a paradigm shift? Scott reflects on the S₈ tension, where the data is “2.5 sigma off”—so close to perfect, yet just far enough to keep the door open for revolutionary new physics. Should we pat ourselves on the back, or double down on our skepticism? 00:23:17
Neutrinos: Ghostly Particles, Dark Matter, and the Dodgson-Widrow Mechanism
Dive into the quantum peculiarities of neutrinos, including the elusive “sterile” kind and their tantalizing potential as dark matter candidates. Scott walks us through why these particles are so important, how they might comprise part of what we call dark matter, and why their mysterious properties continue to confound and inspire physicists around the world. 00:13:13
What Counts as a Theory? Lessons from History
We look back at the discovery of Neptune, the search for Vulcan, and the continual push and pull between “modifying gravity” and “introducing new stuff”—and why history keeps repeating itself in the quest for dark matter. Scott candidly admits: "I have no idea what dark matter is.” 00:29:40 Sometimes, the gap between theory and reality is where the most exciting science happens.
When Will Cosmology Be ‘Solved’?
With competing results and grand challenges still ahead, Scott and Brian reflect on the thousand-year arc of cosmology. Spoiler: We may have to wait a while before the big questions are settled—but every flaw might point the way to a new law of nature.
What’s your take?
Which “tension” would you bet on to finally crack the Standard Model? Hubble, S₈, or something nobody’s seen coming yet? Hit reply and let us know!
🎧 Listen to the full conversation for more on dark energy, the sociology of science, big data, neutrinos, and the art of teaching the next generation of cosmologists.
Until next time, keep dreaming INTO THE IMPOSSIBLE!
— Brian Keating and the ITI Team
Did a friend forward this? Subscribe to the newsletter for more weekly insights at the frontier of science.
❓ Questions
Discussion Questions
The episode opens with the provocative question: “How many free passes do we get?” in reference to adding concepts like dark matter, dark energy, and inflation to cosmological models without laboratory confirmation. How should scientists balance theoretical necessity with experimental evidence when constructing models of the universe? 00:00:00
Reflecting on the Lambda CDM model, tensions such as the Hubble tension and S8 tension have arisen. What do these tensions reveal about the health of the standard cosmological model? At what point should a model be considered “in crisis”? 00:01:00, 00:22:04
The Dark Energy Survey (DES) took over a decade to gather and analyze data. What are some of the technological and methodological challenges large scientific collaborations face in modern cosmology? 00:02:07
The connection between early universe measurements (such as the CMB) and late-time structure formation is central to stress-testing the standard model. Why is this connection so significant, and what are the implications if the results don’t match predictions? 00:04:06
There is a repeated emphasis in the episode on the importance of mentorship and the role of young scientists in shaping cosmological research. How does the collaborative and multi-generational nature of such projects affect scientific progress? 00:05:26
The detection of anisotropies in the CMB in 1992 (“the discovery of the century”) transformed cosmology into a more predictive science. How did this discovery reshape the field, and what lessons can be drawn about the transition from speculative to evidence-based science? 00:08:02
The episode references ongoing skepticism among leading scientists regarding paradigms like dark matter and inflation. What does enduring dissent among experts indicate about the philosophy of science and the acceptance of scientific consensus? 00:10:12
There are analogies drawn between historical discoveries (the planet Neptune, the failed hypothesis of Vulcan, and modified gravity theories) and current dark matter research. How do these historical examples inform our current search for new physics? 00:28:08
If a theory can be made compatible with any experimental result, as suggested about inflation, is it still scientifically useful? How do we distinguish between flexible models and models that face genuine risk of falsification? 00:33:04
Looking to the future, what would it mean for cosmology to be “done”? Can there ever be a final model or theory, or is cosmology destined to continue evolving with new data and discoveries? 00:34:35
curiosity, value fast, hungry for more
✅ Is the universe’s most successful model about to crack?
✅ Fermilab’s Scott Dodelson joins Brian Keating on Into the Impossible to dissect cosmology’s biggest tensions.
✅ From dark matter mysteries to the heroes and skeptics of the field, they spotlight the evidence, the doubts, and the dream of killing the model.
✅ Discover why chasing cosmic flaws might lead us to the next scientific revolution—don’t miss this episode!
Conversation Starters
Conversation Starters for the Facebook Group
"How many 'free passes' do you think cosmology should get with concepts like dark matter, dark energy, and inflation that haven't been found in the lab yet?" 00:00:00
"Scott Dodelson describes his dream as 'killing the model.' What do you think would have to happen for Lambda-CDM to be dethroned?"
"After a decade of work, the DES results are only off by 2.5 sigma from predictions—triumph or cause for disbelief? Should we celebrate the precision or worry about the tension?" 00:00:31
"How do you personally digest scientific 'tensions’ like the Sigma-8 or Hubble constant discrepancies: as problems to be fixed, hints of new physics, or as triumphs of precision?" 00:02:00
"Dodelson explains indirect detection of cosmic neutrinos through CMB data. Do you think this kind of 'indirect evidence' is as convincing as lab detection?" 00:17:28
"Some eminent scientists never accepted the Big Bang or dark energy. Are there scientific ideas today you think future generations will look back on as outdated?" 00:10:12
"Should all theories in cosmology be falsifiable in Popper's sense, or are there ideas that deserve consideration even if they can explain 'any result'?" 00:33:38
"Is the analogy between Neptune’s discovery as 'solar system dark matter' and the search for cosmological dark matter a good one? Why or why not?" 00:28:16
"What role do you think sociological factors play in how new discoveries are accepted or rejected in cosmology and physics?" 00:01:41
"If you could stress test any cosmological model, what sort of 'tension' or anomaly would you most hope to find—and why?"
🐦 Business Lesson Tweet Thread
Cosmology is having its “crisis moment”—and it's fascinating.
1/ Science isn’t just about building models. It’s about breaking them. The dream? Kill the reigning model and force a leap forward. 00:00:11
2/ For decades, cosmologists have stacked up fixes: dark matter, dark energy, inflation. None of it seen in a lab. How many free passes do we get before reality bites back? 00:00:00
3/ We celebrate for hitting close to the mark. 2.5 sigma off? That’s called a triumph… but it’s also a crack in the wall. 00:00:31
4/ The cool part: we’re not denying the cracks. We want them! That’s the path to actually changing our minds.
5/ The Lambda-CDM model is this grand story, predicting how universe-scale structures should unfold. We have one universe—so every test is a big roll of the dice. 00:02:56
6/ Some say, “Hey, we’re so close!” But close isn’t confirmation. Real breakthroughs come when we're a little wrong—and chase why. 00:24:11
7/ Institutions can get comfortable. The best science happens when we’re ready to poke holes, not just marvel at what we’ve built.
8/ So, keep your eyes on the tensions, the anomalies, the awkward data points. That’s where the next big leap happens.
9/ Killing the model is the dream. In the ashes, that’s where something impossible becomes reality.
✏️ Custom Newsletter
🚀 Into The Impossible: Cosmology’s Crisis with Fermilab’s Scott Dodelson
Hey friends,
We’re thrilled to drop a brand-new episode of the Into The Impossible Podcast! This week, Brian Keating sits down with Scott Dodelson—head of Fermilab’s Cosmic Physics Division, University of Chicago professor, and one of the most influential minds in modern cosmology.
If you’ve ever wondered about the universe’s deepest mysteries—like what the heck dark matter and dark energy actually are—or how scientists wrangle such mind-bending questions for decades at a time, you’re in for a treat!
🎧 5 Keys You’ll Pick Up From This Episode
Why Cosmologists Seem to Get So Many “Free Passes”:
Discover why concepts like dark matter, inflation, and dark energy got introduced… even though none have been seen in the lab yet—and how much slack theorists should get before it’s time for new ideas 00:00:00.How Science Actually Changes its Mind (or Doesn’t):
Get inside the process of scientific revolutions, the search for stress tests, and what it’s like living through a possible paradigm shift—with more than a wink to Thomas Kuhn 00:01:17.What the S8 and Hubble Tensions Really Mean:
Hear the real story on the big “tensions” rattling the Standard Model of cosmology, why a 2.5-sigma deviation is both a triumph and a torment, and why some scientists are (secretly) hoping for even bigger cracks to appear 00:05:07.Neutrinos: The Universe’s Most Elusive Ghosts:
Take a whirlwind tour through neutrinos, including what makes them so slippery, the idea of sterile neutrinos, and why some labs spent years (and their whole startup budgets) trying to catch cosmic neutrinos—spoiler, it’s “impossible”… so far 00:12:46.When a Flaw Leads to a Law:
Find out why discovering something wrong—a pesky flaw in the data—can point the way toward new laws of physics, not just a facepalm, and how Scott’s career is fueled by the dream of finally “killing the model” if that’s what nature demands 00:26:54.
🤓 Fun Fact from the Episode
Did you know the only time the New York Times ran a science story as its lead, front-column article was for the discovery of anisotropies in the cosmic microwave background? That single moment underpins all of modern cosmology—and it was called the “discovery of the century, if not ever” by Stephen Hawking 00:08:02.
🛰️ Outtro
Whether you’re a seasoned astro-geek or just cosmology-curious, this episode will help you see the universe—and the way we explore it—through fresh eyes. Get ready for candid doubts, contagious excitement, and a rare look behind the curtain as cosmology questions its most sacred ideas.
👉 Call To Action
Smash the play button, subscribe to Into The Impossible wherever you get your podcasts, and share this episode with your favorite science skeptic or wonder-seeker.
Got thoughts, wild guesses about dark matter, or a tension you’d bet on? Hit reply! We love hearing your take.
Listen now and join the conversation!
Until next time,
The Into The Impossible Team
🎓 Lessons Learned
1. Free Passes in Cosmology
Introducing concepts like dark matter, inflation, and dark energy raises questions about how many theoretical fixes are acceptable without lab proof.
2. The Power of Tension
Scientific progress thrives on model tensions; exploring discrepancies could lead to deeper truths or major paradigm shifts.
3. Dark Energy Survey Ingredients
DES integrates advanced detectors, optical telescopes, data processing, theory, and machine learning for unprecedented cosmology insights.
4. Data Shapes Cosmology’s Future
Massive, collaborative projects like DES take years, evolving tools and analysis methods—sometimes with help from AI.
5. Homogeneity and Fluctuations
Cosmic Microwave Background measurements test how early universe smoothness evolves into today's structure, a critical cosmological test.
6. Mentorship Shapes Science
Mentoring young scientists and openly acknowledging ignorance fosters innovation, humility, and career satisfaction in research teams.
7. Paradigms Shift With Evidence
April 1992’s detection of CMB anisotropies, predicted years before, transformed cosmology from speculation to evidence-based science.
8. Scientific Bias and Experience
Observers’ backgrounds color their acceptance of new data—filtering evidence through personal, disciplinary, and methodological biases.
9. Dark Matter vs. Modified Gravity
Debates persist: is unseen mass or modified gravity responsible for cosmic phenomena? Each camp interprets the universe through different lenses.
10. Discovery Never Ends
Solving one mystery in cosmology only leads to deeper exploration—no final model, just better questions and new frontiers.
10 Surprising and Useful Frameworks and Takeaways
Ten Most Surprising and Useful Frameworks & Takeaways
1. "Free Passes" in Cosmology
The idea that cosmology's standard model, Lambda CDM, maintains its place thanks to "free passes"—untested concepts like dark matter, dark energy, and inflation that have yet to be discovered in labs—is both surprising and humbling. It prompts self-reflection: How many unverified ingredients can a paradigm tolerate before a revolution is required? 00:00:00, 31:20
2. Scientific Paradigms as Lived Experience
Invoking Thomas Kuhn’s Structure of Scientific Revolutions, it's noted that we’re not just reading about paradigm shifts—we’re living through one now in cosmology, as foundational assumptions are under stress from new data 01:00.
3. Data-Driven Humility
Large collaborative experiments (like DES and CMB surveys) teach that even the most elegant theories are continually at risk of being disproven by new measurements. "Exploring the tension, killing the model is my dream" encapsulates the ideal scientific mindset 00:00:11, 26:54.
4. Cosmology’s Testable Predictions
The dramatic impact of the 1992 detection of cosmic microwave background anisotropies: before this, cosmology had post-dictions without predictions, leaving it suspect; after, it earned its status as a rigorous science 07:26. The lesson: robust science must make risky, testable predictions.
5. Lens & Filters: Metaphors for Scientific Bias
The metaphor of observing galaxies through different filters is used to illustrate how scientists’ biases and backgrounds influence what they accept as real or trustworthy. Institutional and personal perception deeply colors what is seen as "truth" 10:45, 30:32.
6. Interdisciplinary Confirmation Is Key
Discovery in modern science often requires converging evidence from diverse domains—laboratory, astronomical, and cosmological. For neutrino mass, for instance, consensus likely requires matching results across several competing experimental strategies 12:23.
7. Multi-Dimensional Conceptual Frameworks
The use of mathematical frameworks—e.g., the idea of neutrino "flavor oscillation" as a rotation in abstract quantum space—provides powerful mental models to make sense of otherwise counter-intuitive phenomena 19:17.
8. A Flaw Leads to a Law
Failures, gaps, or "flaws" in prevailing cosmological theories are not disappointments—they are engines for true discovery. The maxim "a flaw leads to a law" is a guiding framework for pursuing puzzles and tensions in the data 31:47, 36:41.
9. Statistical Skepticism in Cosmology
Given that cosmology is often accused of suffering from "N=1" (a single universe), the field’s advance relies on the existence of myriad independent regions and multiple lines of evidence, allowing for cross-checks and statistical rigor even in a unique system 25:07.
10. Competition and Openness Accelerate Progress
The best scientific progress comes when models are subject to “stress tests” by a pluralism of independent teams, instruments, and epistemic cultures. Cosmology is healthiest when global competition and open exchange of methods and results are encouraged—avoiding insular thinking 34:16.
Overall Takeaway:
Cosmology’s current “crisis” is a laboratory for how science copes with and advances through uncertainty, tension, and revolutionary possibilities. Embracing doubt, stress-testing current models, and actively seeking their failure is not only the sign of a mature science, but also the best hope for progress.
Clip Able
Clip 1: "How Many Free Passes Do We Get in Cosmology?"
Timestamps: 00:00:00 – 00:03:09
Caption:
"We've introduced dark matter, inflation, and dark energy—none found in the lab. How many free passes do we get? Exploring the tension and killing the model is my dream. Dive into how cosmologists confront uncomfortable evidence and whether we’re living through a scientific revolution."
Clip 2: "A Snapshot of the Universe: From the Early Fluctuations to Today"
Timestamps: 00:03:09 – 00:06:21
Caption:
"What can comparing the early universe with today tell us? Hear how tiny fluctuations in the cosmic microwave background evolved into the grand structure we see, and why testing these predictions is the ultimate stress test for the Standard Model of cosmology."
Clip 3: "The Game-Changer: COBE, Anisotropies, and a New Era in Cosmology"
Timestamps: 00:06:49 – 00:10:31
Caption:
"April 1992: The discovery of CMB anisotropies revolutionized cosmology. In this clip, hear how predictions became reality, how skepticism gave way, and why this moment was as pivotal for science as landing on the Moon."
Clip 4: "Neutrinos, Sterile Neutrinos, and the Hunt for Dark Matter"
Timestamps: 00:12:42 – 00:17:17
Caption:
"Neutrinos are everywhere, but what are sterile neutrinos, and could they be dark matter? This in-depth discussion breaks down neutrino basics, oscillations, and the tantalizing possibility that part of dark matter was already discovered, just waiting for direct detection."
Clip 5: "Cosmology’s Tensions: Close Calls, Big Questions"
Timestamps: 00:22:04 – 00:26:51
Caption:
"Cosmology finds itself in a crisis of tensions—Hubble, sigma-8, and dark energy. Are our models nearly perfect or ready to break? Explore why being 2-sigma off is both celebration and motivation—why 'killing the model' is the real dream of scientists."
💡 Speaker bios
Scott Dodelson is a pioneering cosmologist who played a key role in establishing the Lambda CDM model, the standard framework for understanding the universe's large-scale structure and evolution. Throughout his career, he has both advanced this model and critically examined its limitations, fostering open dialogue as new data challenges its predictions. Dodelson remains deeply engaged with the fundamental questions at the heart of cosmology, exploring how scientists respond when evidence suggests that established ideas may need revision.
💡 Speaker bios
Brian Keating is a physicist and storyteller who introduces himself as the voice behind "Into the Impossible." Known for illuminating the frontiers of cosmology, Brian shares discoveries and personalities at the cutting edge of physics. Through his work, he connects audiences with pioneering scientists like Scott Donaldson, explores profound questions about the universe, and brings the wonder of research to curious minds everywhere.
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