Do Electrons Ever Break the Rules? Inside the VIP-2 Experiment

The Quark Side - Quantum Physics Podcast

Scientists tested one of physics’ most important rules: that two electrons cannot occupy the same state. By closely observing copper atoms, the VIP-2 experiment looked for signs that this rule might fail. None were found, strengthening our confidence in how matter is built at the smallest scale and ruling out several exotic quantum ideas.

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2026-02-12 37 min Transcript

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<v Speaker 1>Welcome to the quark Side. Quantum Physics Podcast, an exploration
<v Speaker 1>of the fundamental structure of reality, where quantum laws govern matter, energy,
<v Speaker 1>and information. Here, uncertainty is a feature, not a flaw,
<v Speaker 1>and understanding begins at the smallest scales.
<v Speaker 2>All right, before we get started, I want you to
<v Speaker 2>try something for me.
<v Speaker 3>Oh, okay, a little audience participation. I'm in right now
<v Speaker 3>wherever you are, just I don't know, reach out and
<v Speaker 3>touch the table in front of you, or grab the
<v Speaker 3>arm of your chair.
<v Speaker 2>Okay, I am tapping the desk right now. It's solid,
<v Speaker 2>cool to the touch, definitely real.
<v Speaker 3>Exactly, it feels solid. Your hand stops, You don't fall
<v Speaker 3>through your floor, your coffee cup doesn't just phase through
<v Speaker 3>the table like some kind of ghost.
<v Speaker 2>Right. We take this for granted.
<v Speaker 3>We take it for granted every single second of our lives.
<v Speaker 3>It is the basic fundamental fact of our existence. Things
<v Speaker 3>are solid. But here's the question that, and I'm not kidding,
<v Speaker 3>keeps me up at night.
<v Speaker 2>Why why is the world solid? It sounds like a
<v Speaker 2>question of five year old would ask, doesn't it?
<v Speaker 3>But why it does? And it's a great question. But
<v Speaker 3>the more you know about physics, the right the weirder
<v Speaker 3>that question gets because we know if we zoom in,
<v Speaker 3>and I mean way way in, that desk isn't a
<v Speaker 3>solid block of anything, not at all.
<v Speaker 2>It's mostly empty space, a cloud.
<v Speaker 3>Of atoms, and those atoms are what ninety nine point
<v Speaker 3>nine percent emptiness? Oh more than that, it's more like
<v Speaker 3>ninety nine point nine nine ninety nine percent. If you
<v Speaker 3>imagine an atom is the size of a huge football stadium. Okay,
<v Speaker 3>the nucleus would be like a marble sitting on the
<v Speaker 3>fifty yard line, and the electrons would be these tiny
<v Speaker 3>little gnats buzzing around in the absolute nosebleed seats and
<v Speaker 3>everything in between void nothing right. So logically, if matter
<v Speaker 3>is almost entirely empty space, why doesn't the entire universe
<v Speaker 3>just I don't know, collapse into a single microscopic point.
<v Speaker 3>Why doesn't my hand just pass straight through this table
<v Speaker 3>like smoke through a screen door.
<v Speaker 2>Why can we touch things?
<v Speaker 3>Yes? Why?
<v Speaker 2>It is a profound question, And the answer isn't just
<v Speaker 2>because matter is hard. The answer is actually a rule,
<v Speaker 2>a very specific, very strict rule written into the operating
<v Speaker 2>code of the universe.
<v Speaker 3>The rule that if it were broken, even just a tiny, tiny,
<v Speaker 3>bit would mean that chemistry, life, stars, basically everything we
<v Speaker 3>know and are would instantly cease to exist.
<v Speaker 2>You're talking about the poly exclusion principle, the absolute hero
<v Speaker 2>of today's deep dive. We are talking about the very
<v Speaker 2>bedrock of reality. But here's where it gets really interesting
<v Speaker 2>and honestly a little bit nerve wracking.
<v Speaker 3>Go on.
<v Speaker 2>We assume this rule is perfect, we assume it's absolute.
<v Speaker 2>But what if it isn't? What if there's a loophole?
<v Speaker 3>Ah? That is the question, and that is the question
<v Speaker 3>that sent a team of physicists deep deep underground in
<v Speaker 3>Italy to try and catch the universe cheating at its
<v Speaker 3>own game.
<v Speaker 2>And that's what we're digging into today. We are looking
<v Speaker 2>at a report from fizzdot org dated February five, twenty
<v Speaker 2>twenty six, which covers this massive, high stakes study. It
<v Speaker 2>was published in Scientific Reports a few months prior, back
<v Speaker 2>in November twenty twenty five.
<v Speaker 3>It's all about the VIP two experiment.
<v Speaker 2>The IP two. This is the absolute cutting edge of
<v Speaker 2>foundational physics, it really is. And their mission was simple,
<v Speaker 2>but I mean incredibly audacious. Break the poly exclusion principle,
<v Speaker 2>find a crack in the foundation, and what.
<v Speaker 3>They found, or maybe what they didn't find tells us
<v Speaker 3>something just incredible about the nature of our reality.
<v Speaker 2>It's a story about copper, new electrons and a number
<v Speaker 2>so vanishingly small it's hard to even visualize.
<v Speaker 3>So we're going underground.
<v Speaker 2>So let's unpack this. We're going to Grand Sasa, We're
<v Speaker 2>going to the quantum realm, and we're going to find
<v Speaker 2>out why you're not currently sinking through your chair.
<v Speaker 3>Sounds like a plan.
<v Speaker 2>I'm ready, okay, So let's start with the cornerstone, the
<v Speaker 2>rule itself, the poly exclusion principle. Sounds very bureaucratic, doesn't it.
<v Speaker 2>The exclusion principle like a velvet rope at some exclusive club.
<v Speaker 3>That is actually a surprisingly accurate analogy. The principle was
<v Speaker 3>formulated by Wolfgang Polly, an Austrian Swiss physicist, way back
<v Speaker 3>in nineteen twenty five.
<v Speaker 2>Set the scene for us. Nineteen twenty five, what's happening
<v Speaker 2>in physics?
<v Speaker 3>Oh, it was the golden age of quantum mechanics. You
<v Speaker 3>have to understand at this time physicists were in a
<v Speaker 3>state of equal parts panic and excitement.
<v Speaker 2>A good stit to be in for discovery.
<v Speaker 3>The best, the old comfortable rules of Isaac Newton, where
<v Speaker 3>things moved in predictable lines like clockwork. They were just
<v Speaker 3>falling apart. When they looked at Adams, electrons weren't behaving
<v Speaker 3>like little planets orbiting a sun right the old Boar
<v Speaker 3>model exactly. They were jumping around, disappearing and reappearing. It
<v Speaker 3>was just chaos. Nobody could make sense of the data
<v Speaker 3>they were seeing from spectroscopy.
<v Speaker 2>And Polly comes along and acts as the sheriff, lays
<v Speaker 2>down the law.
<v Speaker 3>He essentially does. Polly was known for being incredibly critical,
<v Speaker 3>just famously sharp. People called him the conscience of physics.
<v Speaker 2>The conscience of physics. I love that.
<v Speaker 3>Yeah. If he thought a theory was sloppy or poorly
<v Speaker 3>thought out, he wouldn't just say it was wrong. He
<v Speaker 3>had this famous brutal put down. He'd say, that isn't
<v Speaker 3>even wrong.
<v Speaker 2>Ouch, that's colder than saying it's wrong.
<v Speaker 3>It meant it was so incoherent it wasn't even worth discussing.
<v Speaker 3>He demanded precision, and in nineteen twenty five he proposed
<v Speaker 3>this principle to finally explain the structure of atoms. Why
<v Speaker 3>electrons arraigned themselves the way they did.
<v Speaker 2>So what does the law actually say in simple terms?
<v Speaker 3>Oh, understand it. We first have to understand that in
<v Speaker 3>the quantum world, particles are divided into two main tribes.
<v Speaker 3>You're the bosons and you have the fermions.
<v Speaker 2>Okay, tribes, I like that. What's the difference.
<v Speaker 3>Bosons are the party.
<v Speaker 2>Animals, the social butterflies.
<v Speaker 3>Totally. These are particles like photons, you know, light particles.
<v Speaker 3>The defining characteristic of a boson is that it loves company.
<v Speaker 3>You can pile as many bosons as you want into
<v Speaker 3>the exact same quantum state.
<v Speaker 2>Give visual for that.
<v Speaker 3>Think of a laser beam. In a laser you have
<v Speaker 3>trillions upon trillions of photons, all marching in perfect lockstep.
<v Speaker 3>They overlap, They occupy the same space at the same time,
<v Speaker 3>with the same energy, same direction. They are perfectly happy
<v Speaker 3>to stack right on top of each other.
<v Speaker 2>They don't mind crowds.
<v Speaker 3>They love crowds. They are, in a word.
<v Speaker 2>Social, right, They stack like, I don't know, like thoughts.
<v Speaker 2>You can have a million thoughts in your head at once.
<v Speaker 3>That's a poetic way to put it. Sure, they are
<v Speaker 3>permeable to each other. But then then you have the
<v Speaker 3>fermions and electrons, which are the stars of our story
<v Speaker 3>today are fermions.
<v Speaker 2>And let me guess fermions are not party animals.
<v Speaker 3>They are antisocial, deeply, deeply antisocial. The poly exclusion principle
<v Speaker 3>basically says no two identical fermions can occupy the same
<v Speaker 3>quantum state at the same time period.
<v Speaker 2>This seat is taken precisely.
<v Speaker 3>It's the ultimate one per customer rule. If an electron
<v Speaker 3>is in a certain energy state, you can think of
<v Speaker 3>it like a designated parking spot in a garag. No
<v Speaker 3>other electron in that atom can park there. It is
<v Speaker 3>strictly forbidden.
<v Speaker 2>Now, when you say parking spot or quantum state, we're
<v Speaker 2>talking about more than just location, right, It's a bit
<v Speaker 2>more specific than.
<v Speaker 3>That, right, Yeah, good point. In quantum mechanics, a state
<v Speaker 3>is defined by a set of numbers. We call them
<v Speaker 3>quantum numbers. It's like a unique address. You have the
<v Speaker 3>energy level, the angular momentum, the magnetic moment and critically
<v Speaker 3>the spin spin up or spin down exactly. So Pauli's
<v Speaker 3>rule says you cannot have two electrons in the same
<v Speaker 3>atom with the exact same list of numbers. You could
<v Speaker 3>have two in the same energy level, but one must
<v Speaker 3>be spin up and the other must be spinned down.
<v Speaker 3>Once both those spots are taken, that level is full.
<v Speaker 2>So if I'm an electron and I want to join
<v Speaker 2>an atom, I'm naturally drawn to the lowest energy spot,
<v Speaker 2>the best parking spot, right near the interest.
<v Speaker 3>That's where you want to go, less energy expended.
<v Speaker 2>But if there's already an electron there with spin up
<v Speaker 2>and another with spin down, that level is completely full.
<v Speaker 3>You cannot enter. You are physically barred from that state.
<v Speaker 3>To or says no, you have to go to the
<v Speaker 3>next level up, and if that's full, the next one
<v Speaker 3>and the next one after that.
<v Speaker 2>This sounds like a real hassle for the electrons.
<v Speaker 3>It is. They want to be in the lowest energy
<v Speaker 3>state possible. They want to relax down in the basement,
<v Speaker 3>but the exclusion principle forces them to stack up one
<v Speaker 3>by one into these layers or shells around the.
<v Speaker 2>Nucleus, and the stacking, this fourcelayering. This is the key
<v Speaker 2>to everything, isn't it.
<v Speaker 3>It is the key to the entire universes. We know
<v Speaker 3>it because if they could all just crash down into
<v Speaker 3>that bottom level, if they could all pile up.
<v Speaker 2>Like bosons, what had happened, what would an atom look like.
<v Speaker 3>You wouldn't have chemistry at all. Think about the periodic table.
<v Speaker 3>The entire reason carbon behaves differently than oxygen, which behaves
<v Speaker 3>differently from iron, is entirely because they have different numbers
<v Speaker 3>of electrons arranged in different shells. Because of this exclusion rule.
<v Speaker 2>Ah.
<v Speaker 3>Of course, carbon has four electrons in its outer shell,
<v Speaker 3>so it wants to form four bonds. It's the basis
<v Speaker 3>of all organic life. Oxygen has six in its outer shell,
<v Speaker 3>so it behaves in a completely different way. If they
<v Speaker 3>all just piled into the basement, every atom would just
<v Speaker 3>be a slightly heavier, slightly more negative version of hydrogen.
<v Speaker 3>They'd all behave roughly the same.
<v Speaker 2>So there'd be no complex bonds, no molecules.
<v Speaker 3>No DNA, no proteins, no water, no life. You and
<v Speaker 3>I would not be having this conversation. Chemistry is basically
<v Speaker 3>just the consequence of electrons dealing with the lack of
<v Speaker 3>parking spaces.
<v Speaker 2>That is a fantastic way to think about it. Chemistry
<v Speaker 2>is the result of overcrowding.
<v Speaker 3>It is, and it goes beyond just chemistry. This rule
<v Speaker 3>is what creates the rigidity of matter. Thus solidity.
<v Speaker 2>Tay back to the table I'm touching right.
<v Speaker 3>Now, exactly when you press your hand against the table.
<v Speaker 3>What's actually happening. The electrons in the atoms of your
<v Speaker 3>hand are pushing against the electrons in the atoms of
<v Speaker 3>the table. They literally cannot occupy the same space.
<v Speaker 2>So the feeling of solid.
<v Speaker 3>That resistance, you feel, that solidness isn't the physical matter
<v Speaker 3>of your hand touching the physical matter of the table.
<v Speaker 3>That's not what's ha happening.
<v Speaker 2>What is it?
<v Speaker 3>Then? It is the poly exclusion principle in action. It
<v Speaker 3>is a quantum force. We call it a degeneracy pressure
<v Speaker 3>that is screaming back off. This space is taken at
<v Speaker 3>an atomic level.
<v Speaker 2>That is wild. I'm not feeling wood, I'm feeling a
<v Speaker 2>quantum law.
<v Speaker 3>You are feeling the fundamental architecture of the universe refusing
<v Speaker 3>to collapse on itself.
<v Speaker 2>And this scales up, doesn't it. I mean, this isn't
<v Speaker 2>just for desks. The source material mentions stars.
<v Speaker 3>Oh, it scales up in a huge way. Look at
<v Speaker 3>white dwarf stars. These are the dead, collapsed cores of
<v Speaker 3>stars like our sun. They are incredibly dense. We're talking
<v Speaker 3>about the mass of the Sun packed into a sphere
<v Speaker 3>the size of the Earth.
<v Speaker 2>And gravity is trying to crush them even further into
<v Speaker 2>a single point.
<v Speaker 3>Yes, gravity is relentless, it's pulling everything inward. But the
<v Speaker 3>star stops collapsing at that certain size. Why because the
<v Speaker 3>electrons inside are packed so incredibly tight that the exclusion
<v Speaker 3>principle kicks in. On a macroscopic scale, the parking garage
<v Speaker 3>is full. The parking garage is full on a stack.
<v Speaker 3>The electrons are screaming. We cannot get any closer. That
<v Speaker 3>outward pressure, that absolute refusal to occupy the same state
<v Speaker 3>holds the entire star up against the crushing weight of
<v Speaker 3>its own gravity.
<v Speaker 2>So from the table in my kitchen to a dead
<v Speaker 2>star in deep space, this one simple rule is the
<v Speaker 2>structural engineer keeping everything from imploding.
<v Speaker 3>It is the load bearing wall of the universe. Without it,
<v Speaker 3>the universe would be a soup, a very small, very hot,
<v Speaker 3>very dense soup.
<v Speaker 2>Which makes the source material for this deep dive so
<v Speaker 2>well terrifying. Because we have this quote from Catalina Curciano,
<v Speaker 2>a physicist from the Italian National Institute for Nuclear Physics
<v Speaker 2>the i NFN. She's the spokesperson for this VIP two experiment.
<v Speaker 3>Yes, I remember this quote. It's a very stark warning.
<v Speaker 2>She said. Quote. If the poly exclusion principle were violated,
<v Speaker 2>even at an extremely small level, the consequences would cascade
<v Speaker 2>from atomic physics all the way to astrophysics.
<v Speaker 3>It's a domino effect. If the rule is even slightly squishy,
<v Speaker 3>if an electron can just occasionally sneak into an occupied seat,
<v Speaker 3>then all of matter as we know it is fundamentally unstable.
<v Speaker 2>The domino's fault, all.
<v Speaker 3>Of them all at once.
<v Speaker 2>So naturally, knowing that the fate of the entire universe
<v Speaker 2>rests on this one single rule, scientists decided, Hey, let's
<v Speaker 2>try to break it.
<v Speaker 3>Well, that is the scientific way, isn't it. You don't trust,
<v Speaker 3>you verify, And the most rigorous way to verify something
<v Speaker 3>is to try your absolute hardest to destroy it.
<v Speaker 2>But seriously, let's play Devil's advocate for a minute. If
<v Speaker 2>this rule is so perfect, if it's the only thing
<v Speaker 2>keeping us solid and stable, why are we spending millions
<v Speaker 2>of dollars in years of time trying to prove it wrong.
<v Speaker 2>Why poke the bear?
<v Speaker 3>It's the itch, It's the fundamental scientific itch. We have
<v Speaker 3>this incredibly successful theory called the Standard Model of particle physics, right.
<v Speaker 2>Our best description of well, almost everything exactly.
<v Speaker 3>It predicts the behavior of particles with just insane accuracy.
<v Speaker 3>It is the most successful scientific theory in human history,
<v Speaker 3>and built into its very foundation is the assumption that
<v Speaker 3>the poly exclusion principle is exact perfect, zero exception.
<v Speaker 2>There's always a butt.
<v Speaker 3>But we know the Standard Model isn't the final word.
<v Speaker 3>It's beautiful, but it's flawed. It has holes. It doesn't
<v Speaker 3>explain everything we see in the universe.
<v Speaker 2>Like what what are the big holes?
<v Speaker 3>Well, it has nothing to say about dark matter, which
<v Speaker 3>we think makes up about twenty five percent of the universe.
<v Speaker 3>It has no explanation for dark energy, which is causing
<v Speaker 3>the expansion of the universe to accelerate. And the biggest
<v Speaker 3>one of all, it doesn't include gravity.
<v Speaker 2>It's like having a perfect map of the world that's
<v Speaker 2>missing an entire continent exactly.
<v Speaker 3>We know there is new physics out there, but deeper theory,
<v Speaker 3>we just don't know where to find it. So physicists
<v Speaker 3>are like detectives looking for cracks in the Standard Model.
<v Speaker 3>They're looking for any place where the rules bend, even
<v Speaker 3>just a little bit, and.
<v Speaker 2>That's what they mean by exotic physics, right, And what was.
<v Speaker 3>The most fundamental place is to look for a crack
<v Speaker 3>is right at the foundation? What if the exclusion principle
<v Speaker 3>isn't a hard absolute no, but more of a mostly no,
<v Speaker 3>like a no.
<v Speaker 2>But maybe if you're really really quick and nobody is looking,
<v Speaker 2>sort of rule exactly.
<v Speaker 3>And there are actual theoretical models. These are speculative, but
<v Speaker 3>they're out there, things called Quan models that play with
<v Speaker 3>this idea quon as in q yes. In standard physics,
<v Speaker 3>a particle is either a fermion, which is antisocial, or
<v Speaker 3>a boson, which is social. It's binary, it's one or
<v Speaker 3>the other, flagger white. But Quan models speculate what if
<v Speaker 3>there's a spectrum. What if a particle could be, say,
<v Speaker 3>ninety nine point nine percent fermion, but have a tiny
<v Speaker 3>tiny bit of boson character mixed in.
<v Speaker 2>It could occasionally cheat the system.
<v Speaker 3>It could occasionally cheat. It creates a loophole, a slight violation,
<v Speaker 3>and if that happens, even incredibly rarely, it would be
<v Speaker 3>a huge clue to a deeper level of reality. Atels
<v Speaker 3>that are neat categories of fermion and boson are just
<v Speaker 3>approximations of something much more complex and interesting.
<v Speaker 2>And the source. It also mentions another possibility this could
<v Speaker 2>point to, which is the structure of the electron itself.
<v Speaker 2>This really blew my mind. We usually think of electrons
<v Speaker 2>as just dots, little points of charge.
<v Speaker 3>Correct in the standard model, electrons are fundamental particles. They
<v Speaker 3>have zero size. They are just a point of charge
<v Speaker 3>in mass. You can't cut an electron in half.
<v Speaker 2>But if the exclusion principle can be violated, that might
<v Speaker 2>change our view of that.
<v Speaker 3>It could imply that electrons aren't fundamental at all, that
<v Speaker 3>they might have an internal structure, that they are made
<v Speaker 3>of even smaller things.
<v Speaker 2>Like little gears inside or components, or that they are squishy.
<v Speaker 3>Think about it this way. If two perfectly rigid billiard
<v Speaker 3>balls hit each other, they bounce off they cannot occupy
<v Speaker 3>the same space. But if two tennis balls hit each
<v Speaker 3>other hard enough they can press they deform for a moment.
<v Speaker 2>So if electrons have internal parts, maybe under extreme pressure
<v Speaker 2>they can. They can deform slightly and squeeze into a
<v Speaker 2>state where a perfectly rigid point particle couldn't fit.
<v Speaker 3>That's the idea exactly. So if we find a violation
<v Speaker 3>of poly. It's a very strong hint that the electron
<v Speaker 3>isn't a simple dot, but a complex object with moving parts.
<v Speaker 2>And then there's a big one, the one everyone's chasing,
<v Speaker 2>quantum gravity.
<v Speaker 3>The holy grail of modern physics.
<v Speaker 2>We are desperately, desperately trying to merge Einstein's general relativity,
<v Speaker 2>which governs gravity and big stuff like planets and galaxies,
<v Speaker 2>with quantum mechanics, which governs the small stuff like atoms
<v Speaker 2>and particles.
<v Speaker 3>And they hate each other. They just they do not
<v Speaker 3>get along mathematically. They speak different languages.
<v Speaker 2>But some of the theories that are trying to build
<v Speaker 2>that bridge, like certain versions of string theory or quantum
<v Speaker 2>loot gravity, they actually predict that the poly exclusion principle
<v Speaker 2>might have tiny, tiny cracks, right.
<v Speaker 3>Yes, some of them do. Some theories suggest that space
<v Speaker 3>time itself might not be a smooth, continuous fabric. It
<v Speaker 3>might be fuzzy or discrete, like it's made of pixels
<v Speaker 3>at the smallest possible scales, the Plank scale, right, And
<v Speaker 3>if space is bumpy at that level, it might mess
<v Speaker 3>with the strict rules of quantum mechanics. It might cause
<v Speaker 3>an electron to slip or tunnel into a forbidden state
<v Speaker 3>every once in a while.
<v Speaker 2>So finding a violation would be like finding a loose thread.
<v Speaker 2>You pull on it and the whole standard model unravels,
<v Speaker 2>But underneath you might find the real fabric of the universe.
<v Speaker 3>That is the hope. That is why they search. Finding
<v Speaker 3>a violation wouldn't be a disaster for science. It would
<v Speaker 3>be the greatest discovery of the century. It would be
<v Speaker 3>the signpost pointing the way to the theory of everything.
<v Speaker 2>So the stakes are just incredibly high. Either we confirm
<v Speaker 2>the stability of reality as we know it, or we
<v Speaker 2>find a portal to a whole new level of physics,
<v Speaker 2>which brings us to the experiment. How do you actually
<v Speaker 2>test this? How do you catch an electron cheating?
<v Speaker 3>This is the VIP two experiment. VIP stands for violation
<v Speaker 3>of the poly principle.
<v Speaker 2>And I love the sitting. This isn't happening in a
<v Speaker 2>shiny lab in a university basement. This is deep.
<v Speaker 3>Underground Grandsasso National Laboratory. Yeah, it's really an amazing place,
<v Speaker 3>a series of massive experimental halls that have been hollowed
<v Speaker 3>out from inside a mountain in Italy. You have to
<v Speaker 3>drive through a long highway tunnel to even get to
<v Speaker 3>the entrance.
<v Speaker 2>Why hide under a mountain. Are they hiding from the electrons?
<v Speaker 3>No, they're hiding from noise. We are right now constantly
<v Speaker 3>being bombarded by cosmic rays. These are high energy particles,
<v Speaker 3>mostly protons, flying in from space from supernovas and distant galaxies.
<v Speaker 2>And they're hitting our atmosphere.
<v Speaker 3>They hit the atmosphere and create a shower of secondary particles,
<v Speaker 3>and some of those particles, especially the ones called muons,
<v Speaker 3>make it all the way down to the surface. Billions
<v Speaker 3>of them are passing through your body as we speak. Well,
<v Speaker 3>that's comforting. It's totally harmless to us. But if you're
<v Speaker 3>running an experiment that is as sensitive as VIP two,
<v Speaker 3>a single cosmic ray hitting your detector would be a
<v Speaker 3>disaster because it would create a flash of energy signal
<v Speaker 3>that could look just like the violation you're hunting for.
<v Speaker 3>It would be like trying to listen for a pin
<v Speaker 3>drop in the middle of a thunderstorm.
<v Speaker 2>So the mountain acts as a giant umbrella.
<v Speaker 3>Giant rock umbrella. It's over a kilometer of solid rock
<v Speaker 3>overhead that blocks out almost all of the cosmic noise.
<v Speaker 3>Creating one of the quietest places on Earth in terms
<v Speaker 3>of radiation.
<v Speaker 2>Okay, got it, So silence, darkness, a mile of rock overhead,
<v Speaker 2>and in the middle of this cavern they have the
<v Speaker 2>VIP two apparatus. What are they actually pointing their detectors at.
<v Speaker 3>A chunk of copper.
<v Speaker 2>Copper are just just.
<v Speaker 3>Like copper wire, a strip of high purity copper conductor.
<v Speaker 3>Copper is a great choice because it's atomic structure is very,
<v Speaker 3>very well understood. We know exactly where the electrons should be,
<v Speaker 3>we know their parking spots.
<v Speaker 2>And they are looking for something called forbidden transitions. We
<v Speaker 2>touched on this, but walk me through exactly what that
<v Speaker 2>looks like in the experiment.
<v Speaker 3>Okay, so imagine the copper atom is like that parking
<v Speaker 3>garage we talked about. All the lower levels, what physicists
<v Speaker 3>call the k shell the lshll are full. They are
<v Speaker 3>packed tight with electrons.
<v Speaker 2>The VIP section is totally booked.
<v Speaker 3>Yes, the experimenters are watching to see if an electron
<v Speaker 3>suddenly jumps from a high outer level down to one
<v Speaker 3>of those lower levels that is already.
<v Speaker 2>Occupied, the move that Paully says is completely illegal.
<v Speaker 3>The forbidden move. Now in physics, energy is never lost,
<v Speaker 3>it just changes form. When an electron drops from a
<v Speaker 3>high energy state to a low energy state, it has
<v Speaker 3>to get rid of that excess energy. Usually this energy
<v Speaker 3>comes out as a photon, a particle of light. Okay,
<v Speaker 3>so a flash of light, a flash of light. And
<v Speaker 3>if an electron were to crash the party and drop
<v Speaker 3>into an already occupied slot, the energy difference between those
<v Speaker 3>two levels is very specific. It's a known quantity. It
<v Speaker 3>would release that energy as an X.
<v Speaker 2>Ray, an X ray, not visible light, an X.
<v Speaker 3>Ray because the energy drop is quite large, but not
<v Speaker 3>just any X ray, because the energy levels are shifted
<v Speaker 3>just slightly by the presence of the other electrons what's
<v Speaker 3>called a shielding effect. It would be an X ray
<v Speaker 3>at a very specific, predictable energy level, a specific color
<v Speaker 3>of X ray, if.
<v Speaker 2>You will, and that color should not exist in nature.
<v Speaker 3>Physic says that transition is impossible, so that specific X
<v Speaker 3>ray should never ever be emitted by a copper atom.
<v Speaker 2>So they're basically looking for a very specific flash of
<v Speaker 2>X ray light that would be the smoking gun of
<v Speaker 2>a rule violation. It's like looking for a neon green swan.
<v Speaker 2>If you see one, you know the laws of biology
<v Speaker 2>as we understand them are broken.
<v Speaker 3>Precisely. It's an unambiguous signal. But here is the really
<v Speaker 3>clever part of the VIP two experiment, and this is
<v Speaker 3>a detail that Alessio Procelli, the late author, really emphasized
<v Speaker 3>in the report. You can't just stare at a block
<v Speaker 3>of copper and wait.
<v Speaker 2>Why not. The electrons are already in there, they're whizzing around.
<v Speaker 2>One of them might cheat.
<v Speaker 3>Because of a subtle but very important rule in quantum mechanics,
<v Speaker 3>violations of this type are effectively forbidden from appearing in
<v Speaker 3>what we call a closed system.
<v Speaker 2>A closed system, if you just have.
<v Speaker 3>A block of copper sitting there, the electrons have already
<v Speaker 3>settled into their states, they've established their pecking order, they
<v Speaker 3>are in a stable configuration. They obey something called the
<v Speaker 3>Messiah Greenberg super selection rule, which basically says, if you
<v Speaker 3>start with a system of pure fermions, it's going to
<v Speaker 3>stay a system of pure fermions.
<v Speaker 2>So it's like staring at a perfectly parked car and
<v Speaker 2>waiting for it to double park. It's already parked.
<v Speaker 3>It's done exactly. To catch a violation, you need to
<v Speaker 3>introduce fresh players you need to create an open system.
<v Speaker 3>You need to probe the atoms with something new.
<v Speaker 2>An open system. How do they open it up?
<v Speaker 3>This is the genius of the experiment. Borcelli explains that
<v Speaker 3>they injected a huge number of new electrons into the
<v Speaker 3>copper target.
<v Speaker 2>How do you just inject electrons into a piece of metal.
<v Speaker 3>Simple brute force. They run a DC current through it,
<v Speaker 3>a very very strong electrical current.
<v Speaker 2>How strong are we talking about?
<v Speaker 3>One hundred amps?
<v Speaker 2>Whoa one hundred amps? That's a lot of juice. That's
<v Speaker 2>not your phone charger. That's like industrial welding level current.
<v Speaker 3>It is a massive amount of current. They had to
<v Speaker 3>have integrated cooling systems built into the apparatus just to
<v Speaker 3>keep the copper strip from melting. But think about what
<v Speaker 3>a current actually is. It's a river of electrons. By
<v Speaker 3>running that current, they are forcing billions upon billions of
<v Speaker 3>new electrons to flow into the copper atoms every single second.
<v Speaker 2>Uh okay, I see it now. So the current is
<v Speaker 2>basically a constant river of strangers flowing into the parking garage.
<v Speaker 3>Yes, and these new electrons they haven't established a relationship
<v Speaker 3>with the copper atoms yet. They are naive they come
<v Speaker 3>zooming in looking for a spot to land or just
<v Speaker 3>a path to pass through. This is the moment of truth.
<v Speaker 2>This is the real test.
<v Speaker 3>As these new electrons interact with the atoms, will they
<v Speaker 3>all follow the rules and stay out of the occupied
<v Speaker 3>lower levels, or will one of these fresh naive electrons
<v Speaker 3>try to slip into an occupied seat in the basement.
<v Speaker 2>That makes so much sense. You're not just watching, You're
<v Speaker 2>actively stressing the system. You're throwing millions of new cars
<v Speaker 2>into the lot every second to see if chaos breaks out.
<v Speaker 3>It creates what they call a clean and decisive test.
<v Speaker 3>It dramatically increases the probability of catching a violation if
<v Speaker 3>one exists. It turns a static painting into a chaotic movie.
<v Speaker 2>So they have the mountain shield, they have the copper target,
<v Speaker 2>they have the one hundred amp current pumping in fresh electrons,
<v Speaker 2>and they have these ultralow noise X ray detectors watching
<v Speaker 2>like hawks. What kind of detectors are these?
<v Speaker 3>They're called silicon drift detectors. They are extremely precise, a
<v Speaker 3>type of CCD, and they are cool to incredibly low
<v Speaker 3>temperatures to reduce any thermal noise. They need to be
<v Speaker 3>able to distinguish a single forbidden X ray photon from
<v Speaker 3>any other background radiation that might get through the shielding.
<v Speaker 2>And how long did they run this? This doesn't sound
<v Speaker 2>like a weekend project.
<v Speaker 3>Several years they monitored this target, collecting data, continuously filtering
<v Speaker 3>out background noise, calibrating, recalibrating, just waiting, waiting for that
<v Speaker 3>one specific X ray blip that would change the world.
<v Speaker 2>The patients involved. Is just staggering. The tension must have
<v Speaker 2>been incredible. I mean, every single time they checked the data,
<v Speaker 2>they could have been on the verge of rewriting all
<v Speaker 2>of physics.
<v Speaker 3>Or confirming that everything is exactly as boring and stable
<v Speaker 3>as we thought. That is the life of an experimental physicist.
<v Speaker 3>Ninety nine percent boredom, one percent sheer, terror or elation.
<v Speaker 2>Now the drum roll, please, After years under a mountain
<v Speaker 2>watching a supercharge piece of copper, what did they find?
<v Speaker 3>Nothing? Silence, No such signals were observed. That's the line
<v Speaker 3>from the paper.
<v Speaker 2>Not a single one out of all those billions upon
<v Speaker 2>billions of electrons flowing through one hundred amps per years, not.
<v Speaker 3>A single forbidden transition was detected.
<v Speaker 2>Now to a regular person, that sounds like a failure.
<v Speaker 2>We spent years and millions of dollars looking for a
<v Speaker 2>ghost and we didn't find it. But in science, and
<v Speaker 2>especially in this kind of science, a null result is
<v Speaker 2>a huge deal.
<v Speaker 3>Right, It is massive. In fact, in precision physics, a
<v Speaker 3>null result is often more powerful and more important than
<v Speaker 3>a discovery, because it's not just we found nothing, it's
<v Speaker 3>we look this hard, with this much incredible precision and
<v Speaker 3>found nothing.
<v Speaker 2>It lets them put a number on it.
<v Speaker 3>It allows them to put another number on the probability,
<v Speaker 3>an upper limit the number.
<v Speaker 2>Let's talk about this number, because the article says they
<v Speaker 2>set an upper limit on the probability of violation.
<v Speaker 3>Yes, based on the complete absence of a signal over
<v Speaker 3>the course of the experiment. They concluded that if the
<v Speaker 3>poly exclusion principle is ever violated for electrons, the probability
<v Speaker 3>of it happening is smaller than two parts in ten
<v Speaker 3>to the power of forty three.
<v Speaker 2>Ten to the forty three. Okay, we throw around big
<v Speaker 2>numbers on this show all the time, but I really
<v Speaker 2>need to contextualize that ten to the forty three is
<v Speaker 2>a one followed by forty three zeros.
<v Speaker 3>Correct, It is a number so vast it is effectively
<v Speaker 3>meaningless to the human brain.
<v Speaker 2>I tried to look up some comparisons for this, and honestly,
<v Speaker 2>our normal astronomical numbers don't even cut it. The universe
<v Speaker 2>is about thirteen point eight billion years old. Do you
<v Speaker 2>know how many seconds that is?
<v Speaker 3>It's roughly four times ten to the seventeen seconds.
<v Speaker 2>Okay, so ten to the seventeen we are talking about
<v Speaker 2>ten to the forty three. That is, that's twenty six
<v Speaker 2>orders of magnitude larger. That's a trillion, trillion times longer
<v Speaker 2>than the age of the universe.
<v Speaker 3>It dwarfs the number of atoms in the Earth. It
<v Speaker 3>dwarfs the number of stars in the observable universe. It's
<v Speaker 3>a different class of number. If you ran this experiment
<v Speaker 3>once every second for the entire history of the universe
<v Speaker 3>since the Big Bang, you still wouldn't be anywhere close
<v Speaker 3>to hitting ten to the forty three trials.
<v Speaker 2>So when they say the probability is less than two
<v Speaker 2>in ten to the forty three, they are saying that
<v Speaker 2>the poly exclusion principle is really, really, really correct.
<v Speaker 3>It is aggressively correct. This is the strongest experimental constraint
<v Speaker 3>ever achieved for electrons and open systems. It basically says
<v Speaker 3>that if violations happen, they are so mind bogglingly rare
<v Speaker 3>that they might as well not exist for all practical purposes.
<v Speaker 2>It's like saying I'm ninety nine point ninety ninety nine,
<v Speaker 2>and then you just keep saying nine for another forty
<v Speaker 2>digits of percent. Sure of this wall of solid exactly.
<v Speaker 3>It means the note parking sign in the atomic garage
<v Speaker 3>isn't just a suggestion written on cardboard. It is a
<v Speaker 3>law enforced with an iron fie. The universe does not
<v Speaker 3>tolerate cheaters.
<v Speaker 2>So the headline is physicists fail to break fundamental law
<v Speaker 2>of the universe. But the fallout what this result means
<v Speaker 2>for the world of theoretical physics is where the real
<v Speaker 2>drama lies. Because there were people, smart people betting on
<v Speaker 2>those violations.
<v Speaker 3>Oh absolutely, Let's go back to those quand models we
<v Speaker 3>talked about.
<v Speaker 2>Right, the middle ground particles, the ones that are only
<v Speaker 2>kind of fermions.
<v Speaker 3>Christian Pachikiu, who is another leading member of the VIP
<v Speaker 3>two collaboration, was pretty blunt about this in the report.
<v Speaker 3>He said, and I'm quoting, our result places very stringent
<v Speaker 3>constraints on possible deviations strongly restricting the alternative quand models.
<v Speaker 2>Translating that from cautious scientists speak, quans are pretty much dead.
<v Speaker 3>Maybe not completely dead, but they are on life support,
<v Speaker 3>and the family has been called. If you are a
<v Speaker 3>theorist building a model where particles can be partially fermionic,
<v Speaker 3>you now have a massive, massive problem. Your model has
<v Speaker 3>to explain why that partial behavior is completely invisible to
<v Speaker 3>the tune of one in ten to the forty three.
<v Speaker 2>You have to fine tune your theory so precisely that
<v Speaker 2>it almost becomes absurd just to hide from this experiment.
<v Speaker 3>Right. It forces those theories into a box so small
<v Speaker 3>they can barely breathe. It's Okham's razor swinging like a guillotine.
<v Speaker 3>The simplest explanation that electrons are pure, one hundred percent
<v Speaker 3>antisocial fermions is winning by a landslide.
<v Speaker 2>It's like telling a storytelling. Okay, you can write a
<v Speaker 2>fantasy novel, but you can't use magic, dragons, elves, or swords.
<v Speaker 2>Eventually you just run out of room to tell that story.
<v Speaker 3>That's a great analogy, and it's the same thing for
<v Speaker 3>that hidden structure idea.
<v Speaker 2>We talked about the squishy electrons made of smaller parts.
<v Speaker 3>Right, if electrons had internal gears or were made of
<v Speaker 3>subparticles with some theories called preons, we would expect some give.
<v Speaker 3>We would accept that occasionally those internal parts would arrange
<v Speaker 3>themselves in just the right way to allow violation, a
<v Speaker 3>bit of wiggle room exactly. The profound silence from the
<v Speaker 3>VIP two experiment suggests that electrons are incredibly simple, incredibly rigid.
<v Speaker 2>They really are just points, no gears, no fluff, just
<v Speaker 2>a perfect indivisible dot of negative charge.
<v Speaker 3>It seems that way. This result is a huge victory
<v Speaker 3>for the boring but incredibly effective standard model. It reinforces
<v Speaker 3>the idea that elementary particles are truly elementary. They aren't
<v Speaker 3>legos made of smaller legos. They are the smallest, most
<v Speaker 3>fundamental brick.
<v Speaker 2>And this has to ripple out to the search for
<v Speaker 2>quantum gravity too.
<v Speaker 3>The holy grail. Yes, there are all.
<v Speaker 2>These theories of quantum gravity that predict spacetime itself might
<v Speaker 2>be a little fuzzy or discreete and that this fuzziness
<v Speaker 2>might jostle an electron and make it violate the exclusion principle.
<v Speaker 3>Like driving on a really bumpy road might make you
<v Speaker 3>swerve out of your lane every now and then.
<v Speaker 2>That's a perfect analogy. If space time is bumpy, as
<v Speaker 2>predicted by quantum gravity, the electron might swerve and violate Polly.
<v Speaker 2>But VIP two shows the electron stays in its lane
<v Speaker 2>with absolute near perfect precision.
<v Speaker 3>So that tells us that the road space time must
<v Speaker 3>be incredibly smooth. Or if it is bumpy, the bumps
<v Speaker 3>are so ridiculously small they don't affect the electron at all,
<v Speaker 3>which brings us back to what Catalina Cercian who said,
<v Speaker 3>any viable extension of quantum theory must reproduce the Paule
<v Speaker 3>exclusion principle with extraordinary precision.
<v Speaker 2>It's become a gatekeeper. If you have a cool new
<v Speaker 2>theory about the universe, a new theory of everything, you
<v Speaker 2>have to bring it to the VIP two team. And
<v Speaker 2>if your theory predicts a violation rate that is bigger
<v Speaker 2>than one in ten to the forty three, they just
<v Speaker 2>shake their heads and say nope. Back to the drawing board.
<v Speaker 3>Try again, exactly. It clears the board. It sweeps away
<v Speaker 3>a lot of speculative clutter and tells theorists the answer
<v Speaker 3>you're looking for isn't here look elsewhere. It saves us
<v Speaker 3>from wasting decades of brain power on what are now
<v Speaker 3>dead ends.
<v Speaker 2>I want to pivot for a second to something a
<v Speaker 2>bit more philosophical. Here we're talking about precision. We're talking
<v Speaker 2>about measuring nothing to an impossible, almost divine degree.
<v Speaker 3>It is the philosophy of precision.
<v Speaker 2>Yeah, And the article mentions that this research gets support
<v Speaker 2>from the FQXi, the Foundational Questions Institute. They love funding
<v Speaker 2>this kind of deep fundamental stuff.
<v Speaker 3>If you do, they fund the deep, weird questions, the
<v Speaker 3>high risk, high reward science that might not have an
<v Speaker 3>immediate practical application but could change how we see everything.
<v Speaker 2>So why does precision matter so much? Why is it
<v Speaker 2>worth years of a physicist's life and millions of euros
<v Speaker 2>just to add a few more decimal places to a zero.
<v Speaker 2>Why not just say Okay, it works really well and move.
<v Speaker 3>On, because precision is where the new physics hides. Think
<v Speaker 3>about how we discovered general relativity. It wasn't because Newton's
<v Speaker 3>laws of gravity were completely wrong. Newton was great. His
<v Speaker 3>laws get us to the moon.
<v Speaker 2>They worked just fine for most things.
<v Speaker 3>But the orbit of the planet Mercury was off off
<v Speaker 3>by a tiny, tiny fraction of degree per century, a
<v Speaker 3>wobble in its orbit that Newton's theory just could.
<v Speaker 2>Not explain, and most people would just ignore that.
<v Speaker 3>They did for decades. But by chasing that tiny wobble,
<v Speaker 3>that tiny imperfection, Einstein revolutionized our entire understanding of gravity, space,
<v Speaker 3>and time. He realized Newton wasn't wrong, he was just incomplete.
<v Speaker 3>The VIP two team is looking for the wobble in
<v Speaker 3>the poly principle.
<v Speaker 2>And so far absolutely no wobble.
<v Speaker 3>Not a hint of a wobble, which brings us to
<v Speaker 3>what you could call the joy of nothing.
<v Speaker 2>The joy of nothing. I like that.
<v Speaker 3>There's a real comfort in this result.
<v Speaker 2>I feel it, I genuinely do. Knowing that the ground
<v Speaker 2>isn't going to suddenly turn to liquid and swallow me up,
<v Speaker 2>Knowing that chemistry is stable, it's nice to know the
<v Speaker 2>universe isn't glitchy.
<v Speaker 3>It implies a deep stability to the laws of nature.
<v Speaker 3>It suggests that the universe isn't just making it up
<v Speaker 3>as it goes along. There's a rigid, reliable structure to reality.
<v Speaker 2>But I also sense the frustration and the result.
<v Speaker 3>Oh absolutely every experimentalist deep down wants to be the
<v Speaker 3>one to find the anomaly. They want to find the
<v Speaker 3>crack in the wall. The fact that the wall held
<v Speaker 3>up is incredibly impressive, but it's also a door slamming
<v Speaker 3>shut in your face. We wanted to see what was
<v Speaker 3>on the other side.
<v Speaker 2>Sorry, the universe is perfect. Go home laughs.
<v Speaker 3>Essentially, yes, but that doesn't mean you go home. It
<v Speaker 3>just means you have to build a bigger hammer to
<v Speaker 3>hit the wall with next time.
<v Speaker 2>And they are, aren't they. The article clearly mentions the sequel,
<v Speaker 2>VIP three, because VIP two wasn't precise enough.
<v Speaker 3>I ever enough. The team is already planning the next
<v Speaker 3>generation of the experiment. They want to push the sensitivity
<v Speaker 3>even further.
<v Speaker 2>How do you even get better than ten to the
<v Speaker 2>minus forty three?
<v Speaker 3>Better detectors, silicon drift detectors with even faster timing and
<v Speaker 3>better energy resolution, more shielding, maybe higher currents, different target materials,
<v Speaker 3>longer observation times. It's a game of inches, or I guess,
<v Speaker 3>in this case, a game of femtometers.
<v Speaker 2>What's the goal ten to the minus fifty?
<v Speaker 3>Why not? The ultimate goal is to find the breaking point,
<v Speaker 3>or to prove to an even more ridiculous degree of
<v Speaker 3>certainty that there is no breaking point.
<v Speaker 2>And let's say they never find a violation. Let's say
<v Speaker 2>we get to VIP ten in the year twenty fifty
<v Speaker 2>and we're at ten to the minus one hundred. What
<v Speaker 2>does that tell us?
<v Speaker 3>That might be the most profound result of all. If
<v Speaker 3>the poly exclusion principle is truly absolute, if it is
<v Speaker 3>never ever violated, not even once, in the entire life
<v Speaker 3>span of the universe, it suggests that this rule is
<v Speaker 3>somehow different from other physical laws. How so, it's not
<v Speaker 3>just a description of how things move or interact like
<v Speaker 3>a force. It's more like a geometric necessity of reality.
<v Speaker 3>It would mean the universe is built on a kind
<v Speaker 3>of logic that simply cannot be broken.
<v Speaker 2>It's more like a mathematical truth than a physical law.
<v Speaker 3>Exactly, it's more like two plus two to four. You
<v Speaker 3>can't violate that. Maybe the exclusion principle is just two
<v Speaker 3>plus two oz for matter.
<v Speaker 2>A logic that cannot be broken, that is that is heavy.
<v Speaker 2>It is So, as we wrap up this deep dive,
<v Speaker 2>where does this leave us? What's the big picture?
<v Speaker 3>It leaves us standing on very very solid ground. Literally,
<v Speaker 3>we know that electrons are behaving themselves with a discipline
<v Speaker 3>that is almost unimaginable. We know that the antisocial nature
<v Speaker 3>of fermions is holding strong.
<v Speaker 2>My takeaway from all this is a new found respect
<v Speaker 2>for the humble electron. I usually just think of them
<v Speaker 2>as electricity, you know, just juice flowing through a wire.
<v Speaker 2>But really they are the structural beams of the universe,
<v Speaker 2>and they are incredibly perfectly disciplined. They refuse to sit
<v Speaker 2>in an occupied seat, and that simple refusal is the
<v Speaker 2>only reason I exist to talk about them.
<v Speaker 3>That is a beautiful way to put it. My takeaway
<v Speaker 3>is the sheer audacity of the experiment itself. We are
<v Speaker 3>monkeys who evolved on a small rock orbiting an average star,
<v Speaker 3>and we build a machine inside a mountain to check
<v Speaker 3>the math of the universe to the forty third decimal place.
<v Speaker 3>That is something to be proud of as a species.
<v Speaker 2>It really is. It's the human spirit of inquiry at
<v Speaker 2>its absolute peak.
<v Speaker 3>And we aren't done. VIP three is coming. We will
<v Speaker 3>keep knocking on that door until it either opens or
<v Speaker 3>we realize it's just painted on the wall.
<v Speaker 2>Here's a thought to leave you with. Then we've spent
<v Speaker 2>this whole time talking about how the rules held up,
<v Speaker 2>how the universe didn't glitch. But think about this. We
<v Speaker 2>only know the rules hold up here in our quiet
<v Speaker 2>little corner of the galaxy at relatively low energies in
<v Speaker 2>a block of.
<v Speaker 3>Copper, right under normal conditions, so to speak.
<v Speaker 2>What happens inside a black hole? What happened in the
<v Speaker 2>first nanosecond of the Big Bang? Does the paly principle
<v Speaker 2>still hold up when the universe is being crushed into
<v Speaker 2>a singularity under unimaginable gravity and temperature.
<v Speaker 3>Or does the no parking sign eventually get torn down
<v Speaker 3>by the sheer force.
<v Speaker 2>Of gravity exactly? That's the ultimate question. If gravity gets
<v Speaker 2>strong enough, can it finally force the electrons to give
<v Speaker 2>up their space and fall into the same state.
<v Speaker 3>If the exclusion principle fails at the center of a
<v Speaker 3>black hole, that might be what a singularity is, all.
<v Speaker 2>The matter finally collapsing into the forbidden seats.
<v Speaker 3>Into the forbidden seats.
<v Speaker 2>And that gives me something to think about me too,
<v Speaker 2>Until next time, Stay curious.

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