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The Million-Dollar Problems · 4 of 7

Yang–Mills existence and the mass gap

Can we build the quantum theory of the strong nuclear force as exact mathematics, and prove that its lightest particle has a mass greater than zero?

$1,000,000 · still unsolved 18 min read, with things to play with

Light from a galaxy billions of light years away still reaches your eye. The electric force has no edge: it fades with distance, but it never switches off. The force that holds the centre of every atom together is the opposite. Inside a proton it is ferociously strong. A few proton widths away, it has vanished.

Physicists have a theory of that force, written down in 1954 by Chen Ning Yang and Robert Mills. It is beautiful, it is exact, and its equations describe particles with no mass at all, just like light. Massless carriers should give a force that reaches forever. Experiments say it does not. Supercomputers say it does not. Every physicist believes the quantum version of the theory quietly creates a heavy lightest particle, which cuts the force off.

Nobody can prove it. In fact nobody has even written down the quantum theory as a precise mathematical object. The Clay Mathematics Institute will pay $1 million to whoever does both: build it, and prove the gap.

1 · Play first

How far does a force reach?

A force is carried by a particle that hops between the things it pushes or pulls. The heavier that carrier, the shorter the distance the force can reach. Slide the carrier mass and watch the coloured curve die off. Then switch to the energy ladder and see what a "gap" looks like.

range ≈ 1.4 fm0.511.522.5distance r (fm)strength |V|massless: 1/r
Range ≈ ħc / mass = 1.4 fmStrength left at 1 fm, compared with massless: 49%

Heavier carrier, shorter reach. Keep sliding right.

Illustration, not a Yang–Mills calculation: the coloured curve is the Yukawa potential e^(−mr)/r from swapping one particle of mass m. The real potential between quarks has a different shape.

What to notice
  • At 0 MeV the coloured curve sits on the grey one: a massless carrier gives a pull that never switches off.
  • Press the lightest glueball (1730 MeV). The range drops to about 0.11 fm, about a millionth of the width of an atom.
  • On the energy ladder with m = 0, make the box big: the lowest level sinks towards zero. That is "gapless".
  • Now set m above zero and make the box big again. A floor survives. The lightest particle has mass Δ > 0. Proving that floor exists in Yang–Mills is the prize.

2 · The equation, piece by piece

Two pieces of maths carry the whole problem. The first is the field strength of Yang–Mills theory: it says how strong the force field is at each point. The second is the mass gap: a statement about which energies the quantum theory allows. Tap any piece to see what it means.

Fμν=∂μAν−∂νAμ+g [Aμ,Aν]spec⁡(H)⊂{0}∪[Δ,∞),Δ>0\htmlClass{t0}{F_{\mu\nu}} = \htmlClass{t1}{\partial_\mu A_\nu - \partial_\nu A_\mu} + \htmlClass{t2}{g}\,\htmlClass{t3}{[A_\mu, A_\nu]} \qquad \htmlClass{t4}{\operatorname{spec}(H)} \subset \htmlClass{t5}{\{0\}} \cup \htmlClass{t6}{[\Delta, \infty)}, \quad \htmlClass{t7}{\Delta > 0}
FμνF_{\mu\nu}
Field strength

How strong the gluon field is at a point, and which way it points. It plays the role that the electric and magnetic fields play for light. The labels μ\mu and ν\nu each run over the four directions of spacetime: time, xx, yy and zz.

The first equation is classical and fully known. The second is about the quantum theory, which mathematicians cannot yet build. The prize asks for both halves: construct the quantum theory, then prove the gap.

3 · What's going on

1Forces are fields, and ripples are particles

In modern physics every force is carried by a field: something with a value at every point in space and time. The ripples in a field are particles. The electromagnetic field is the familiar example. Maxwell wrote down its equations, and its ripples are photons, the particles of light.

Photons have no mass. That is why light can cross the universe, and why the electric force between two charges fades as 1/r21/r^2 but never reaches zero. In the widget, the grey 1/r1/r curve is this kind of massless pull.

Swap in a carrier with mass mm and the picture changes. The pull now looks like the Yukawa form, with an extra exponential factor that kills it off. The distance over which it dies, the range, is about ℏ/(mc)\hbar/(mc). Here ℏ\hbar is the reduced Planck constant and cc is the speed of light. A useful number is ℏc≈197.3\hbar c \approx 197.3 MeV·fm, where 1 fm (a femtometre) is 10−1510^{-15} m.

V0(r)=−kr,Vm(r)=−k e−mrr,range≈ℏmc=197.3 MeV⋅fmmc2V_0(r) = -\frac{k}{r}, \qquad V_m(r) = -\frac{k\,e^{-mr}}{r}, \qquad \text{range} \approx \frac{\hbar}{mc} = \frac{197.3\ \text{MeV·fm}}{mc^2}
Massless carrier (left) against massive carrier (middle). The exponential factor is what a mass does to a force.

2Gauge symmetry, and the twist Yang and Mills added

Maxwell's theory has a hidden freedom called gauge symmetry. You can relabel the field at every point in space, each point independently, and nothing physical changes. It sounds like bookkeeping, but this freedom fixes the form of the equations almost completely.

In 1954 Yang and Mills asked what happens with a richer symmetry, one whose relabellings do not commute. "Do A, then B" gives a different result from "do B, then A". Mathematicians call such symmetries non-abelian. The symmetry is described by a gauge group, such as SU(2)SU(2) or SU(3)SU(3), groups of small matrices.

The result is striking. In Maxwell's theory, photons carry no electric charge, so they pass straight through each other. In Yang–Mills theory the carriers carry the very charge they transmit, so they attract one another. That is the commutator term g[Aμ,Aν]g[A_\mu, A_\nu] in the field strength.

3Gluons and the strong force

For the strong nuclear force the gauge group is SU(3)SU(3), and the carriers are called gluons. They stick to quarks, the particles inside protons and neutrons, and they also stick to each other. The full theory with quarks is called QCD, quantum chromodynamics. The Clay problem is about the simpler theory with gluons only, called pure Yang–Mills, for any compact simple gauge group.

The classical Yang–Mills equations describe massless waves that travel at light speed, exactly like light. Yet the real strong force behaves nothing like light. Its lightest particles are heavy, and the force dies off within about the width of a proton.

Pure-gluon computer simulations even predict particles made of nothing but gluons, called glueballs. In 1999 Colin Morningstar and Mike Peardon computed the lightest one at about 1730±50±801730 \pm 50 \pm 80 MeV, with the next at about 2400 MeV. Put 1730 MeV into the widget and the range comes out near 0.11 fm.

4What the mass gap says

Picture a ladder of every energy the quantum theory allows. The vacuum, empty space, sits on the bottom rung at zero. The mass gap says the next rung is not right next to zero. It sits a definite distance Δ\Delta above it.

So creating anything at all costs at least Δ\Delta of energy, which is the mass of the lightest particle. A heavy lightest particle means a short-range force. The mass gap is the precise mathematical version of "the strong force does not reach beyond the nucleus".

Jaffe and Witten, who wrote the official problem, show what the gap implies. Measurements made far apart become unrelated exponentially fast, with a decay rate set by Δ\Delta. In the formula below, OO is any measurement and CC is any number smaller than Δ\Delta.

∣⟨Ω,O(x⃗) O(y⃗) Ω⟩∣≤e−C ∣x⃗−y⃗∣,C<Δ\left|\langle \Omega, O(\vec x)\, O(\vec y)\, \Omega \rangle\right| \le e^{-C\,|\vec x - \vec y|}, \qquad C < \Delta
With a gap, distant regions stop "talking" to each other exponentially fast: the force is short-range.

5Where the gap comes from: dimensional transmutation

Here is the puzzle. The classical equations contain no mass at all. So where could a mass come from? Physicists believe it is built by quantum effects through a process called dimensional transmutation: the coupling gg, which has no units, gets traded for an energy scale Λ\Lambda.

In the formula below, μ\mu is the energy at which you measure gg, and b0b_0 is a fixed positive number set by the gauge group. Look at the shape: e−1/(2b0g2)e^{-1/(2b_0 g^2)}. As gg shrinks towards zero, this goes to zero faster than any power of gg.

That matters because most physics calculations expand in powers of a small coupling: a term in g2g^2, then g4g^4, and so on. Every term in that series sees a gap of exactly zero. The gap is non-perturbative: no amount of expanding can ever reveal it.

Δ∼Λ≈μ e−1/(2b0g2)\Delta \sim \Lambda \approx \mu\, e^{-1/(2 b_0 g^2)}
Zero to every order in g, yet not zero. This is why the usual tools are blind to the mass gap.

6Why you weigh what you do

This is not only abstract. A proton weighs about 938 MeV. The quarks inside it have only a few MeV of mass between them. Almost all of a proton's mass is energy of the gluon field and the motion of the quarks, the same physics that produces the mass gap.

So most of the mass of ordinary matter, including you, comes from the effect this problem is about. A related effect is confinement: quarks and gluons are never seen alone. Pull two quarks apart and the energy stored between them grows until a new quark–antiquark pair pops out. Jaffe and Witten list the mass gap and confinement as two separate properties, closely linked but not the same.

7What "exists" means to a mathematician

Physicists use Yang–Mills theory every day, so in what sense does it not exist? A physicist can compute with a recipe. A mathematician needs an object: a precisely defined space of states, an energy operator HH, and fields that satisfy a list of rules, the Wightman or Osterwalder–Schrader axioms, which pin down what a quantum field theory is.

The construction must also behave correctly at very short distances, matching asymptotic freedom: the discovery in 1973, by David Gross and Frank Wilczek and independently by David Politzer, that the coupling gets weaker at shorter distances. It won the 2004 Nobel Prize in Physics.

No interacting quantum field theory in four spacetime dimensions has ever been built to this standard. Not one. Jaffe and Witten call Yang–Mills the natural first candidate, precisely because asymptotic freedom tames the short distances.

4 · Why it's so hard

The equations are known exactly. The difficulty is turning them into a rigorous quantum theory, and then proving something about its energy levels. Jaffe and Witten put it bluntly: there is no convincing theoretical computation of the mass gap in real QCD, whether or not mathematically complete.

The working tools each fail in a different way. Expanding in a small coupling cannot see the gap at any order. Chopping spacetime into a grid and running a computer, called lattice gauge theory, gives strong evidence but never reaches the true continuum, and numbers are not proof.

Infinities at every scale

Naively the quantum theory is full of divergent integrals. Physicists remove them with renormalization recipes. A proof must show that a genuine limit exists as the short-distance cut-off is removed, with control at every scale at once.

Too many descriptions of the same thing

Gauge symmetry means infinitely many field configurations describe the same physics. Fixing one choice runs into ambiguities, known as Gribov copies. Lattice methods avoid this, but then must take a continuum limit.

The gap is invisible to expansions

The gap behaves like e−1/(2b0g2)e^{-1/(2b_0 g^2)}, which is zero to every order in gg. No series in the coupling can ever detect it.

Two opposite regimes, glued together

A proof must handle weak coupling at short distances (asymptotic freedom) and strong coupling at long distances (the gap and confinement), and join them. Strong-coupling lattice results do not survive the continuum limit, where the lattice coupling is driven to zero.

5 · What a solution would change

The first real 4D quantum field theory

It would be the first interacting quantum field theory in four spacetime dimensions ever built rigorously, putting a foundation under the Standard Model of particle physics that is currently missing.

Why the strong force is short-range

It would prove, from the equations alone, that massless gluons in the theory still produce a force that dies off exponentially, as every experiment shows.

Where the mass of matter comes from

Most of the mass of a proton, and so of ordinary matter, comes from gluon-field energy. A proof would explain mathematically why that mass cannot be zero.

Trust in lattice computation

Lattice QCD powers precision predictions such as hadron masses. Today its reliability is an observed fact, not a theorem. The tools of a proof could change that.

6 · Where it stands

As of October 2026

The problem is open. The Clay Mathematics Institute lists it as unsolved, and no prize has been awarded.

The OpenAI claim. On 26 October 2026 OpenAI announced, as reported by The Next Web, that its AI models had produced a rigorous proof that certain four-dimensional quantum field theories exist, including QCD and pure Yang–Mills theory. Secondary coverage reports that the existence part for Yang–Mills was formalised in Lean, a computer system that checks proofs line by line. Three things matter. First, it does not claim the mass gap, so even if it is fully correct it covers only the existence half of the problem. Second, nothing has been released: neither the written proof nor the Lean files are public. Third, it is under review: a group of physicists led by David Gross, including Arthur Jaffe, chose to write the work up themselves first. It has not been peer-reviewed or independently checked. Treat it as unverified.

If the existence part holds up, it would be a landmark: the first rigorous interacting 4D quantum field theory. It would not settle whether the lightest particle has positive mass, and that half alone would still be worth fighting for.

Other claims have fallen away. A 2025 arXiv paper by D. C. Jacobsen claiming both existence and the mass gap for SU(3)SU(3) was withdrawn by arXiv administrators for not meeting research-quality standards. Many self-published "proofs" circulate online; none is peer-reviewed or recognised.

The real, checked progress is on lattice models. Chatterjee's work on Wilson loops and the expanded area-law results of Cao, Nissim and Sheffield in 2025 are rigorous. None of them claims the Millennium problem, because none reaches the continuum.

  1. 1954

    Yang and Mills publish "Conservation of Isotopic Spin and Isotopic Gauge Invariance" in Physical Review, introducing non-abelian gauge fields. Their massless particles are a puzzle at the time.

  2. 1973

    Gross and Wilczek, and independently Politzer, discover asymptotic freedom: the coupling weakens at short distances. QCD becomes a viable theory of the strong force.

  3. 1974

    Kenneth Wilson's "Confinement of quarks" introduces lattice gauge theory: spacetime becomes a grid, and confinement shows up as an "area law".

  4. 1978

    Osterwalder and Seiler prove confinement and a mass gap for lattice gauge theories at strong coupling. It does not reach the continuum.

  5. 1980s

    Tadeusz Bałaban's series of papers controls lattice Yang–Mills in 3D and then 4D using the renormalization group, a "qualitative breakthrough" in Jaffe and Witten's words, though still incomplete.

  6. 1999

    Morningstar and Peardon's lattice study puts the lightest pure-SU(3)SU(3) glueball at about 1730±50±801730 \pm 50 \pm 80 MeV.

  7. 2000

    The Clay Mathematics Institute names the seven Millennium Prize Problems. Yang–Mills uses the official description by Arthur Jaffe and Edward Witten.

  8. 2004

    Gross, Politzer and Wilczek share the Nobel Prize in Physics for asymptotic freedom.

  9. 2018–2020

    Sourav Chatterjee gives the first rigorous leading-order weak-coupling computation of Wilson loops for a 4D lattice gauge theory (with group Z2\mathbb{Z}_2), and surveys the field in "Yang–Mills for probabilists".

  10. 2025

    In May, Cao, Nissim and Sheffield extend the proven area-law regimes for U(N)U(N) lattice Yang–Mills. Also in May, a claimed full solution by D. C. Jacobsen is posted to arXiv and later withdrawn by arXiv administrators.

  11. 26 Oct 2026

    OpenAI announces a claimed AI-produced proof that pure Yang–Mills theory (and QCD) exists in 4D. It does not claim the mass gap, and the work has not been released.

Common mix-ups

MythPhysicists already proved it with experiments.

ActuallyExperiments and simulations show the gap is real in nature. The prize asks for a mathematical proof that the theory exists and has the gap.

MythLattice simulations are a proof.

ActuallyThey are finite, numerical and extrapolated. They are overwhelming evidence, but they do not construct the continuum theory or prove anything about it.

MythThe mass gap means gluons have mass.

ActuallyThe gluon field in the equations is massless. The gap is about the lightest physical state, a glueball, which arises from quantum effects.

MythProving the theory exists wins the prize.

ActuallyExistence is only half. The Clay problem requires existence and a mass gap Δ>0\Delta > 0. That is why the October 2026 OpenAI claim, even if correct, would not solve it.

MythIt is unsolved because nobody knows the equations.

ActuallyThe equations are known exactly. Building the quantum theory from them rigorously, and proving what it does, is the hard part.

7 · References

  1. Quantum Yang–Mills Theory (official problem description), Arthur Jaffe and Edward Witten, Clay Mathematics Institute, 2000
  2. Yang–Mills and the Mass Gap (problem page), Clay Mathematics Institute, 2026
  3. Conservation of Isotopic Spin and Isotopic Gauge Invariance, C. N. Yang and R. L. Mills, 1954
  4. Confinement of quarks, Kenneth G. Wilson, 1974
  5. Asymptotic freedom, Wikipedia, 2026
  6. The glueball spectrum from an anisotropic lattice study, C. Morningstar and M. Peardon, 1999
  7. Yang–Mills for probabilists, Sourav Chatterjee, 2018
  8. Wilson loops in Ising lattice gauge theory, Sourav Chatterjee, 2018–2020
  9. Expanded regimes of area law for lattice Yang–Mills theories, S. Cao, R. Nissim and S. Sheffield, 2025
  10. A Constructive Proof of Existence and Mass Gap for Pure SU(3) Yang–Mills (withdrawn), D. C. Jacobsen, 2025
  11. OpenAI says its AI model has disproved the Exponential Time Hypothesis (covers the Yang–Mills existence claim), The Next Web, 2026
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