computo ergo sum

2026-10-01 · chapter Yang–Mills and the mass gapPart 0 Entranceproblem statement

The whole book Contents and reading orders
  1. Part 0 Entrance — how to read this book
  2. 0-01 How to read this book
  3. 0-02 One picture
  4. 0-03 Reading the problem statement word by word
  5. 0-04 Four dimensions in mathematics and four dimensions in physics
  6. Part 1 Mathematical preparation
  7. 1-01 Vector spaces and linear maps
  8. 1-02 What a group is
  9. 1-03 Lie groups and Lie algebras
  10. 1-04 SU(2) and SU(3)
  11. 1-05 Manifolds and tangent spaces
  12. 1-06 Differential forms and the exterior derivative
  13. 1-07 Vector bundles and connections
  14. 1-08 Probability and measure
  15. 1-09 Probability in infinite dimensions
  16. 1-10 Hilbert spaces and self-adjoint operators
  17. 1-11 Fourier analysis and distributions
  18. 1-12 Detour: what happens only in four dimensions
  19. Part 2 Physical preparation
  20. 2-01 Lagrangians and the action
  21. 2-02 The idea of a field
  22. 2-03 Electromagnetism is a gauge theory
  23. 2-04 Special relativity and spacetime
  24. 2-05 The bones of quantum mechanics
  25. 2-06 The harmonic oscillator and creation and annihilation
  26. 2-07 The idea of the path integral
  27. 2-08 Statistical mechanics and phase transitions
  28. 2-09 Detour: the gap and the correlation length in the Ising model
  29. 2-10 The relaxation time and the dynamical exponent z
  30. Part 3 Yang–Mills theory (classical)
  31. 3-01 The gauge principle
  32. 3-02 Non-abelian gauge fields
  33. 3-03 The action and the equations
  34. 3-04 Gauge theory as geometry
  35. 3-05 Instantons and topology
  36. 3-06 Detour: Donaldson and exotic R⁴
  37. 3-07 Yang–Mills inside the Standard Model
  38. Part 4 Quantisation
  39. 4-01 Canonical quantisation and the Hamiltonian
  40. 4-02 The path integral and Euclideanisation
  41. 4-03 Perturbation theory and Feynman diagrams
  42. 4-04 Divergences and renormalisation
  43. 4-05 The algebra of divergences
  44. 4-06 Asymptotic freedom
  45. 4-07 Dimensional transmutation and Λ
  46. 4-08 Gauge fixing and Faddeev–Popov
  47. 4-09 The axioms of quantum field theory
  48. 4-10 The Osterwalder–Schrader axioms and reconstruction
  49. 4-11 The definition of the mass gap
  50. 4-12 Detour: the perturbation series diverges
  51. Part 5 Lattice gauge theory
  52. 5-01 Wilson's lattice
  53. 5-02 The strong-coupling expansion
  54. 5-03 Reflection positivity and the transfer matrix
  55. 5-04 The infinite-volume limit and the cluster expansion
  56. 5-05 Weak coupling and the continuum limit
  57. 5-06 How U(1) differs from the non-abelian case
  58. 5-07 The Monte Carlo method
  59. 5-08 Measuring glueballs and the string tension
  60. 5-09 What to hold fixed when taking the limit
  61. 5-10 Lattice gauge theory with finite groups
  62. 5-11 Detour: Bakry–Émery and one-link integration
  63. Part 6 Constructive field theory
  64. 6-01 What constructive field theory is
  65. 6-02 Solvability in two dimensions and the Yang–Mills measure
  66. 6-03 Constructing scalar fields
  67. 6-04 The cluster expansion
  68. 6-05 The sequence of renormalisation group steps
  69. 6-06 Ultraviolet stability of three-dimensional Yang–Mills
  70. 6-07 Four dimensions
  71. 6-08 Triviality of φ⁴ in four dimensions
  72. 6-09 Stochastic quantisation and regularity structures
  73. 6-10 Where four dimensions stops
  74. 6-11 Obstacles other than divergence
  75. 6-12 Detour: "if 1/0 is given a symbol"
  76. Part 7 From the side of physics
  77. 7-01 How physics sees it
  78. 7-02 Mechanisms of confinement
  79. 7-03 The string picture
  80. 7-04 Large N
  81. 7-05 String theory and extra dimensions
  82. 7-06 How extra dimensions become invisible
  83. 7-07 Where gauge fields come from
  84. 7-08 Holography
  85. 7-09 The mass gap becomes geometry
  86. 7-10 Back to four dimensions
  87. 7-11 Supersymmetry and Seiberg–Witten
  88. 7-12 The sentence that plays the role of an equivalence principle
  89. 7-13 Where the way physics digs parts from mathematics
  90. Part 8 A dictionary of two languages — the physical and the mathematical view
  91. 8-01 How to read the dictionary
  92. 8-02 Dictionary A
  93. 8-03 Dictionary B
  94. 8-04 Dictionary C
  95. 8-05 The physical counterparts of our assumptions
  96. Part 9 Where things stand, and open tasks
  97. 9-01 How far the world has come
  98. 9-02 Where the two ways of digging part
  99. 9-03 Candidates for new concepts
  100. 9-04 The list of open tasks
  101. 9-05 Common misconceptions
  102. Part 10 Towards a proof of the mass gap — building the first step of the staircase
  103. 10-00 Entrance — the staircase, and the random walk, the ruler and the clock
  104. 10-01 The line of construction and Assumption H
  105. 10-02 Roads tried on the four-dimensional lattice, and walls
  106. 10-03 The four steps of the staircase — why we start from 0+1 dimensions
  107. 10-04 The path measure of the double well, and kinks
  108. 10-05 The statement of the first step — four conditions and Proposition 4.5
  109. 10-06 (H1) Local Poincaré within a phase
  110. 10-07 The map of (H2) — seven routes and the seam of the ring
  111. 10-08 What computer-assisted means — the conditions on the chain inside the window
  112. 10-09 The sector framework and the three strands of route 5
  113. 10-10 The list of detour plans — types of breakage
  114. 10-11 (H3)(H4) and the constant of the core
  115. 10-12 The integrated table and the dependency graph
  116. 10-13 Lean statements and the limits of machine checking
  117. 10-14 Reconciliation — the numbers of the record and the known numbers
  118. 10-15 What remains and its cost — the distance to a theorem
  119. 10-16 What is not claimed
  120. 10-17 Insights and small questions
  121. Part 11 Further considerations — beyond Assumption H, and other views
  122. 11-00 Further considerations — entrance
  123. 11-01 One form that obstructs H — a nearly conserved global quantity
  124. 11-02 Choosing the ruler and the coordinates again — the length at which conservation breaks
  125. 11-03 Two ways to repair H — the sector H and the local H
  126. 11-04 Which H the one-sided bridge needs
  127. 11-05 Making time continuous — the Hamiltonian lattice and the vacuum measure
  128. 11-06 Paying with rarity instead of convexity — renormalisation on groups and log-Sobolev
  129. 11-07 Because it is four dimensions — the dimensionless coupling and topology
  130. 11-08 Questions, and what is not claimed
  131. 11-A1 Table of notation for Part 11
  132. Appendices
  133. A-01 Table of notation
  134. A-02 Glossary
  135. A-03 Guide to the literature
  136. A-04 Lean and machine checking
  137. A-05 How this book was made
  138. A-06 Index of assumptions

Reading the problem statement word by word — each word closes a loophole to an easy answer

What this chapter shows — Where the core sentence of the problem statement, the paragraphs that fix its words, and the two footnotes are, and what they say.
What each of the words "any compact simple group", "R4\mathbb R^4", "exists", "non-trivial", "mass gap" and "short distances" demands.
A list of the "easy answers" each word directly shuts out (Table 5).

Prerequisite chapters — None. Each word is made into a tool in later chapters (the destination is given at the end of each section). The overall picture is in the previous chapter, 0-02, and the difference between the two four-dimensional worlds is in the next, 0-04.

Said first — This chapter only reads the problem statement, and shows nothing about the problem. This site has not solved this problem. The English quotations are the original text, checked against the official problem statement PDF of the Clay Mathematics Institute, and the restatements are this chapter's. Table 5 is this chapter's reading, not something the problem's authors stated in that form.

Order of this chapter
  1. The core sentence — where it is written, and how it is built
  2. Any compact simple group — all of them, down to the exceptional groups (Table 1; Detour: for non-compact groups)
  3. On R4\mathbb R^4 — neither a box nor a lattice, but an infinitely wide continuous four dimensions
  4. Exists — constructing something that satisfies the axioms (Table 2)
  5. Non-trivial — not collapsed to a Gaussian
  6. Mass gap — the gap in the spectrum and m<∞m\lt\infty (Figure 1, Table 3)
  7. Agreement at short distances — asymptotic freedom names "Yang–Mills"
  8. The two footnotes — quantum operators, and existence by compactness alone (Figure 2, Table 4)
  9. What is not written — extensions of the problem, QCD, formulations on the lattice
  10. What each word shuts out — a word-by-word list (Table 5)

01

The core sentence — where it is written, and how it is built

On 24 May 2000, at a meeting at the Collège de France in Paris, the Clay Mathematics Institute announced seven prize problems (the Institute's website, and the preface of the book that contains the problem statements). The official problem statement for one of them is Arthur Jaffe and Edward Witten's description "Quantum Yang–Mills Theory" (14 pages) Known. Below, § is a section of the problem statement, and "section 06" is a section of this chapter. The problem is the one sentence in §4.

Yang–Mills Existence and Mass Gap. Prove that for any compact simple gauge group G, a non-trivial quantum Yang–Mills theory exists on R4\mathbb R^4 and has a mass gap Δ>0\Delta\gt0. Existence includes establishing axiomatic properties at least as strong as those cited in [45, 35].

Restated: For any compact simple gauge group GG, prove that a non-trivial quantum Yang–Mills theory exists on R4\mathbb R^4 and has a mass gap Δ>0\Delta\gt0. Existence includes establishing properties at least as strong as the axiomatic properties cited in reference [45] (the book of Streater–Wightman) and [35] (the two papers of Osterwalder–Schrader).

Writing the skeleton as a logical formula makes the order of the quantifiers visible (σ(H)\sigma(H) is the spectrum of the Hamiltonian HH; section 06).

∀G ∃ TG:  TG satisfies the axioms, is non-trivial, agrees at short distances, and has σ(H)∩(0,ΔG)=∅ for some ΔG>0 (1)\forall G\ \exists\,\mathcal T_G:\ \ \mathcal T_G\ \text{satisfies the axioms, is non-trivial, agrees at short distances, and has}\ \sigma(H)\cap(0,\Delta_G)=\varnothing\ \text{for some}\ \Delta_G\gt0\ \text{} \tag{1}

One theory TG\mathcal T_G is needed for each group, and the gap ΔG\Delta_G may differ from group to group. §4 also imposes one more thing: that the supremum of the gap mGm_G is finite (mG<∞m_G\lt\infty; section 06). The meaning of the words is fixed by the surrounding paragraphs. Quantum fields and the axioms are in §3, local fields and the short-distance condition in the first paragraph of §4, the mass gap in the second paragraph of §4, clustering and the extensions of the problem in §5, and finite-volume estimates and footnote 2 in §6 and §6.5.

Example. For G=SU(3)G=SU(3), what is asked for is a theory of only the 8 kinds of gauge field (gluons), with no quarks (8 is the dimension of SU(3)SU(3); Table 1). QCD with quarks added is not the object (section 09).

02

Any compact simple group — all of them, down to the exceptional groups

The gauge group is the group of symmetries by which the values of the field may be rotated independently at each point (3-01). Compact means bounded and closed as a group of matrices. Simple is meant in the sense of Lie groups: the Lie algebra (1-03) is not commutative and has no non-trivial ideal (a subspace that bracketing with any element does not take outside). SU(2)SU(2) has the centre {±1}\{\pm1\}, so as an abstract group it is not simple. In the problem statement, §1 names G=SU(3)G=SU(3) as the gauge group of the strong force (it has the centre Z3\mathbb Z_3, so it is not simple as an abstract group), and §6.6 also treats SU(N)SU(N), so we read it in the sense of Lie groups.

A gauge field has as many components as the dimension of the group. Choosing a basis TaT^a of the Lie algebra, the bracket (commutator) can be expanded in the basis as [Ta,Tb]=ifabcTc[T^a,T^b]=if^{abc}T^c. These coefficients fabcf^{abc} are the structure constants, the multiplication table of the Lie algebra (1-03). With them,

Aμ=∑a=1dim⁡GAμa Ta,∑c,dfacdfbcd=CA δab(2)A_\mu=\sum_{a=1}^{\dim G}A_\mu^a\,T^a,\qquad \sum_{c,d}f^{acd}f^{bcd}=C_A\,\delta^{ab} \tag{2}

CAC_A is 0 for a commutative group and positive for a compact simple group Known. Its value changes with how the size of the basis is taken, so we fix a normalisation. The basis TaT^a is taken orthonormal for an inner product invariant under the group action, and that inner product is chosen so that the squared length of the longest root (1-04) is 1. For SU(N)SU(N), the standard normalisation of physics, tr⁡TaTb=12δab\operatorname{tr}T^aT^b=\tfrac12\delta^{ab} in the fundamental representation, corresponds to this. In this normalisation CAC_A equals the dual Coxeter number h∨h^\vee, a positive integer determined by each group, and for SU(N)SU(N) it is NN Known. In the normalisation common in mathematics, "squared length 2", it becomes CA=2h∨C_A=2h^\vee (checked from the structure constants for SU(2),SU(3),SU(4),SO(5),SO(7),SO(8)SU(2),SU(3),SU(4),SO(5),SO(7),SO(8) Computed). The compact simple Lie algebras are exhausted by the series An,Bn,Cn,DnA_n,B_n,C_n,D_n and the exceptional types G2,F4,E6,E7,E8G_2,F_4,E_6,E_7,E_8 (the Killing–Cartan classification; 1-04) Known, and "any" means all of these.

ComputedTable 1 The dimension and the positive integer h∨h^\vee determined by each group (list of values in 1-04). Every row agrees with the standard values. The procedure of computation is in the source table. b0b_0 is the one-loop coefficient of section 07.

GroupTypeDimensionCA=h∨C_A=h^\veeb0=11CA/12πb_0=11C_A/12\pi
SU(2)SU(2)A1A_1320.5836
SU(3)SU(3)A2A_2830.8754
Sp(3)Sp(3)C3C_32141.1671
SO(8)SO(8)D4D_42861.7507
G2G_2G2G_21441.1671
F4F_4F4F_45292.6261
E7E_7E7E_7133185.2521
E8E_8E8E_8248308.7535
U(1)U(1) (not simple)Commutative100

The general form of the one-loop coefficient is b0=(11CA−4nfTR)/(12π)b_0=(11C_A-4n_fT_R)/(12\pi) (nfn_f is the number of kinds of quark, and TRT_R a positive number determined by the representation of the quarks; PDG 2024) Known. In a theory without quarks, nf=0n_f=0 gives b0=11CA/12πb_0=11C_A/12\pi, and from CA>0C_A\gt0 it is b0>0b_0\gt0 for every simple group. At the level of one-loop perturbation theory, the coupling becomes weaker at shorter distances (section 07). The numerical value of b0b_0 depends on the normalisation of the coupling gg (the normalisation of CAC_A above), so comparing its size between groups has no meaning. The point is that it is positive. For U(1)U(1) it is b0=0b_0=0, and that theory is the free field of the massless photon. There is no gap. For a product of two simple groups the action splits into a sum, giving two theories that do not act on each other.

Detour: for non-compact groups

Detour

A subsection that may be skipped.

For the action 14g2∫Tr⁡F∧∗F\frac1{4g^2}\int\operatorname{Tr}F\wedge{*F} (formula (1) of the problem statement writes it as the Lagrangian LL; its content is the integrated action), the problem statement says only that Tr⁡\operatorname{Tr} is "an invariant quadratic form on the Lie algebra". Requiring it to be definite is this chapter's argument, and the reason is that it is needed for the classical energy to be positive. The elements of su(2)\mathfrak{su}(2) are anti-Hermitian, so tr⁡X2≤0\operatorname{tr}X^2\le0. In the Lie algebra of SL(2,R)SL(2,\mathbb R),

X=(100−1): tr⁡X2=2,Y=(01−10): tr⁡Y2=−2X=\begin{pmatrix}1&0\\0&-1\end{pmatrix}:\ \operatorname{tr}X^2=2,\qquad Y=\begin{pmatrix}0&1\\-1&0\end{pmatrix}:\ \operatorname{tr}Y^2=-2

both signs appear, and the invariant quadratic form (limited to constant multiples of tr⁡XY\operatorname{tr}XY) is indefinite. Real Lie algebras with a positive-definite invariant inner product are limited to the Lie algebras of compact groups Known.

03

On R4\mathbb R^4 — neither a box nor a lattice, but an infinitely wide continuous four dimensions

R4\mathbb R^4 is the set of all quadruples of real numbers; it is not a finite box, not a periodic box (the four-dimensional torus T4T^4), and not a lattice. On the approximations, symmetry is lost. The lattice breaks continuous translations and rotations, and T4T^4 keeps translations but breaks rotations.

The sentence in §4 does not state the signature of R4\mathbb R^4. §3 introduces the Wightman axioms as a theory on "R4\mathbb R^4 with Minkowski signature", and §6, in a parenthesis describing the state of constructive field theory, writes "in the Euclidean formulation, replace Euclidean space-time R4\mathbb R^4 by R2\mathbb R^2 or R3\mathbb R^3", from which one can read that the stage of the Euclidean version is R4\mathbb R^4 Known. There are two ways of measuring length.

x12+x22+x32+x42  (Euclidean),−t2+x2+y2+z2  (Minkowski)(3)x_1^2+x_2^2+x_3^2+x_4^2\ \ (\text{Euclidean}),\qquad -t^2+x^2+y^2+z^2\ \ (\text{Minkowski}) \tag{3}

The two are connected by the theory of Osterwalder and Schrader (§3; formally, the substitution t=−iτt=-i\tau). How this works is treated in 0-04 and 2-04 and in the existing article One sign is different.

Example. §6 says of T4T^4 that "the construction is not complete, but there is good indication that known methods can be extended", and that methods for obtaining the T4→R4T^4\to\mathbb R^4 limit are not suggested by present techniques Known. This gap goes straight into the problem. Why four is special is in 1-12 and in the existing article What happens only in four dimensions.

Symmetry is not the only thing lost in approximation. On reflection positivity §6.5 writes 'few methods exist to recover reflection positivity in case it is lost through regularization—such as with dimensional regularization, …', giving dimensional regularisation and Pauli–Villars as examples Known. The lattice keeps reflection positivity and breaks rotations, and continuum regularisations do the opposite (4-04, 4-10, 6-11).

04

Exists — constructing something that satisfies the axioms

"Exists" does not mean that some limit exists. §4 says to define a quantum field theory in the sense of §3, with local fields corresponding to gauge-invariant local polynomials in the curvature FF and its covariant derivatives Known. The curvature is written F=dA+A∧AF=dA+A\wedge A in §1, and the local polynomial §4 gives as an example is Tr⁡FijFkl(x)\operatorname{Tr}F_{ij}F_{kl}(x).

F=dA+A∧A  (§1),Tr⁡FijFkl(x)  (§4)(4)F=dA+A\wedge A\ \ \text{(§1)},\qquad \operatorname{Tr}F_{ij}F_{kl}(x)\ \ \text{(§4)} \tag{4}

The gauge field AA itself is not asked for. AA changes under gauge transformations and is not an observable. A "quantum field" is defined in §3 as "an operator-valued distribution on space-time". The value at a point O(x)\mathcal O(x) has no meaning; O(f)=∫O(x)f(x) d4x\mathcal O(f)=\int\mathcal O(x)f(x)\,d^4x, smeared with a test function ff, is an operator (1-11).

Table 2 The properties included in "existence" (a summary of §3 of the problem statement; the exact form is in references [45] and [35]; in this book, 4-09 and 4-10).

PropertyContent
The space of statesA Hilbert space H\mathcal H carries a representation of the Poincaré group (the group combining translations and Lorentz transformations of spacetime; 2-04). HH and P⃗\vec P are the generators of time and space translations
Energy0≤H0\le H
VacuumA vector Ω\Omega invariant under the Poincaré group, unique up to phase
FieldsGauge-invariant functions of the field act as operators on H\mathcal H and transform covariantly
LocalityFields in regions that cannot be joined by a light signal are independent (the operators commute)
Euclidean versionConversion back and forth with a Euclidean-invariant theory. The key is reflection positivity

Example. The free Klein–Gordon field was the field that served as a model for the first axiom system (§6.2), but it is excluded by "non-trivial", next. §6.5 states plainly that "establishing the Hilbert space of quantum mechanics is part of the solution of this Millennium problem" Known.

05

Non-trivial — not collapsed to a Gaussian

The problem statement does not define "non-trivial". It is usually read as "not a free field (a field without interaction)". §6.2 says that the Gaussian measure with mean 0 and covariance (−∇2+m02)−1(-\nabla^2+m_0^2)^{-1} (∇2\nabla^2 the Laplacian) gives the free field of mass m0m_0, and that non-linear fields need non-Gaussian measures Known. Whether something is Gaussian can be told from higher correlations. For a Gaussian random variable XX with mean 0,

E[X4](E[X2])2=3(5)\frac{\mathbb E[X^4]}{(\mathbb E[X^2])^2}=3 \tag{5}

and in several variables too, four-point expectations can be written as sums of products of two-point expectations (Isserlis' formula; 1-08) Known.

Example. ComputedFor the density ∝e−x4\propto e^{-x^4} the ratio (5) is 2.18844 (agreeing with Γ(14)Γ(54)/Γ(34)2\Gamma(\tfrac14)\Gamma(\tfrac54)/\Gamma(\tfrac34)^2). For the density ∝e−x2/2−λx4\propto e^{-x^2/2-\lambda x^4}, with λ=1, 0.1, 0.01\lambda=1,\ 0.1,\ 0.01 it is 2.319, 2.537, 2.843, returning to 3 as λ→0\lambda\to0. Triviality of a field theory is the phenomenon in which each approximation is non-Gaussian, yet in the limit ratios of this kind return to the Gaussian value.

To be exact, the one-variable ratio is a guide. For four-dimensional λφ4\lambda\varphi^4, it is a theorem that if the ultraviolet is cut off by a lattice and the scaling limit near the critical point is taken with lattice spacing 0 and infinite volume, the limit is Gaussian (Aizenman–Duminil-Copin 2021; 1-08) Known. Yang–Mills differs in that its coupling becomes weak at short distances, and a non-trivial limit is expected, but there is no proof Physics. A free field with mass has a gap (Table 3), so the gap alone cannot shut out free fields (6-08). §6 says that at present not a single non-trivial relativistic field theory satisfying the Wightman (or other reasonable) axioms is known in four dimensions Known.

06

Mass gap — the gap in the spectrum and m<∞m\lt\infty

The definition in §4 is written in terms of the spectrum σ(H)\sigma(H) of the Hamiltonian HH (what corresponds to the set of eigenvalues for a matrix; 1-10). The vacuum is an eigenvector with energy 0, and the energy is never negative. On top of that, having an empty interval just above 0 is called a gap.

HΩ=0,σ(H)⊂[0,∞),σ(H)∩(0,Δ)=∅,m=sup⁡Δ<∞(6)H\Omega=0,\qquad \sigma(H)\subset[0,\infty),\qquad \sigma(H)\cap(0,\Delta)=\varnothing,\qquad m=\sup\Delta\lt\infty \tag{6}

sup⁡Δ\sup\Delta is the supremum of all Δ\Delta satisfying the condition, and we call it the mass mm Known. The problem statement does not give the reason for imposing m<∞m\lt\infty. Reading it from the formula shows what it excludes. If σ(H)={0}\sigma(H)=\{0\}, every Δ\Delta satisfies the condition, and m=∞m=\infty. Self-adjoint (1-10) is the property of Hermitian matrices (matrices whose eigenvalues are all real) extended to infinite-dimensional operators. For self-adjoint HH, σ(H)={0}\sigma(H)=\{0\} is the same as H=0H=0, so m<∞m\lt\infty means "there is some state of positive energy above the vacuum".

The reason for calling it "mass" lies in the relation between energy and momentum (ℏ=c=1\hbar=c=1; 2-04). A particle of mass μ\mu has E=∣p⃗∣2+μ2≥μE=\sqrt{|\vec p|^2+\mu^2}\ge\mu. For the mass operator M=H2−P⃗2M=\sqrt{H^2-\vec P^2} of §6.2, H≥MH\ge M, and at momentum 0, H=MH=M. A state with M>0M\gt0 can have its momentum brought to 0 by a Lorentz transformation (using the Lorentz covariance of the axioms), so the gap of HH and the gap of MM have the same width Known. If there is a state with M=0M=0 besides the vacuum, both gaps are 0, and the conclusion is the same. This equivalence is not written in the problem statement itself.

Figure 1 Moving m with the slider raises and lowers the hyperbola E = √(p² + m²) in the energy–momentum plane on the left, and opens and closes the gaps of σ(H) and σ(M) on the right. Switching the isolated one-particle state on and off with the button does not change σ(H)
m = 1.00, σ(H) = {0} ∪ [1.00, ∞), σ(M) = {0} ∪ {1.00} ∪ [2.00, ∞)

ComputedThe figure is drawn on the spot from the formula E=p2+m2E=\sqrt{p^2+m^2} (momentum in one direction only; the shading is continuous spectrum).

Table 3 The spectra of four examples.

Exampleσ(M)\sigma(M)σ(H)\sigma(H)Verdict
One kind of particle of mass mm (no bound states){0}∪{m}∪[2m,∞)\{0\}\cup\{m\}\cup[2m,\infty){0}∪[m,∞)\{0\}\cup[m,\infty)Gap
Only continuous spectrum above the gap{0}∪[m,∞)\{0\}\cup[m,\infty){0}∪[m,∞)\{0\}\cup[m,\infty)Gap
The massless free field (photon)[0,∞)[0,\infty)[0,∞)[0,\infty)No gap
The vacuum only{0}\{0\}{0}\{0\}Excluded by m=∞m=\infty

Rows 1 and 2 have the same σ(H)\sigma(H). What the problem statement asks for is only the gap of σ(H)\sigma(H); an isolated one-particle state is an extension of the problem (section 09). §5 gives clustering as a consequence of the gap. For local fields O\mathcal O and 0<C<Δ0\lt C\lt\Delta with ⟨Ω,OΩ⟩=0\langle\Omega,\mathcal O\Omega\rangle=0, if the two points are far enough apart,

∣⟨Ω,O(x⃗) O(y⃗) Ω⟩∣≤e−C∣x⃗−y⃗∣(7)|\langle\Omega,\mathcal O(\vec x)\,\mathcal O(\vec y)\,\Omega\rangle|\le e^{-C|\vec x-\vec y|} \tag{7}

Known. The gap determines how fast fluctuations at distant places approach independence. The body of the definition is in 4-11, and how to read it for finite systems is in 2-05.

07

Agreement at short distances — asymptotic freedom names "Yang–Mills"

Quantum Yang–Mills theory has no definition before it is constructed. What ties the constructed object to "the quantum Yang–Mills theory of GG" is the condition in the first paragraph of §4. The correlation functions of the quantum fields must agree at short distances with the predictions of asymptotic freedom and perturbative renormalisation theory found in textbooks (original: 'should agree at short distances with the predictions of asymptotic freedom and perturbative renormalization theory, as described in textbooks'). The predictions include the existence of a stress tensor and an operator product expansion, whose local singularities have the form predicted by asymptotic freedom Known.

Asymptotic freedom is the property that the strength of the coupling changes with scale and becomes weak at short distances (large momentum μ\mu) (Gross–Wilczek and Politzer, 1973; references [21] and [38] of the problem statement). In a theory without quarks, α=g2/4π\alpha=g^2/4\pi runs in the following way (formula (9.3) of PDG 2024 with nf=0n_f=0; on the right, the one-loop solution) Known.

μ2dαdμ2=−b0α2−b1α3−⋯ ,b0=11CA12π,α(μ2)≈1b0ln⁡(μ2/Λ2)(8)\mu^2\frac{d\alpha}{d\mu^2}=-b_0\alpha^2-b_1\alpha^3-\cdots,\qquad b_0=\frac{11C_A}{12\pi},\qquad \alpha(\mu^2)\approx\frac{1}{b_0\ln(\mu^2/\Lambda^2)} \tag{8}

Λ\Lambda is a constant of integration, the scale at which the coupling defined in perturbation theory diverges.

Example. ComputedFor SU(3)SU(3), b0=0.8754b_0=0.8754, and when μ/Λ=10, 100, 1000\mu/\Lambda=10,\ 100,\ 1000, α=0.248, 0.124, 0.083\alpha=0.248,\ 0.124,\ 0.083. Each time the momentum grows tenfold, 1/α1/\alpha grows by the same amount 2b0ln⁡10≈4.032b_0\ln10\approx4.03. The weakening is logarithmic, and slow.

Solving (8) gives Λ=μ e−1/(2b0α)\Lambda=\mu\,e^{-1/(2b_0\alpha)}, and e−1/xe^{-1/x} approaches 0 faster than any xkx^k as x→0+x\to0^+, so all coefficients of the power series in α\alpha are 0 Known. The classical action has no constant with the dimension of mass, and physics holds that the mass of the quantum theory takes the form Δ=cΛ\Delta=c\Lambda Physics. This is consistent with "the mass gap is not visible classically" in §6.6. The problem statement does not specify the value of the coupling constant gg (4-06, 4-07).

08

The two footnotes — quantum operators, and existence by compactness alone

Footnote 1 (§4) says that, because of the subtleties of renormalisation, there is no natural one-to-one correspondence between classical "differential polynomials" and quantum operators, and that the spaces of those of dimension at most dd are expected to correspond Known. The dimension is the mass dimension: AA has 1, FF has 2, and Tr⁡F2\operatorname{Tr}F^2 has 4.

Footnote 2 (end of §6.5) says that weak existence (compactness) is specifically excluded as a solution of the existence part, unless the properties of the limit (the mass gap and the axioms) are established by other methods Known. The text to which the footnote is attached says, in effect, "showing a mass gap uniform in the volume needs new ideas; with that, one could study the T4→R4T^4\to\mathbb R^4 limit". Uniform means that the right-hand side holds for the gap ΔL\Delta_L for each box size LL.

ΔL>0  (each L)rather thaninf⁡LΔL>0(9)\Delta_L\gt0\ \ (\text{each }L)\qquad\text{rather than}\qquad \inf_L\Delta_L\gt0 \tag{9}

The left-hand side alone holds even for the massless free field. With the field set to 0 on the walls of a box of side LL, the energy of the lowest vibration is 3 π/L\sqrt3\,\pi/L, and the gap closes as L→∞L\to\infty (2-05).

A compactness argument is an argument of the type "a bounded sequence has a convergent subsequence" (Bolzano–Weierstrass). For a sequence of probability measures too, given a uniform estimate (tightness), a weakly convergent subsequence can be taken (Prokhorov's theorem) Known. Tight means that every measure in the sequence puts almost all of its probability (at least 1−ε1-\varepsilon) on a common compact set (for Rn\mathbb R^n, a bounded closed set), and weak convergence means that the expectations of all bounded continuous functions converge. What is weak is that the limit can change with the choice of subsequence. Whether the limit is unique, and which of the gap or the axioms it satisfies, cannot be known from compactness alone (some properties, like reflection positivity, are preserved under weak convergence; 5-03). Figure 2 uses the sequence an=cos⁡na_n=\cos n to show how the limit is not unique.

Figure 2 Moving the target t with the slider extracts, from the same sequence a_n = cos n (dots), a subsequence converging to t (coloured dots and line). The band is the error allowed for the next term. "Play" moves t back and forth
t = 0.50, 21 terms (n ≤ 400), n_k = 1, 5, 18, 20, 24, 43, 45, 64, …

ComputedThe numbers in this figure were computed on this machine. Rule: n1n_1 is the smallest nn with ∣cos⁡n−t∣<1/2|\cos n-t|\lt1/2, and nk+1n_{k+1} is the smallest nn with n>nkn\gt n_k and ∣cos⁡n−t∣<1/(k+2)|\cos n-t|\lt1/(k+2). The figure computes the same rule on the spot, and agrees with the python3 results (Table 4).

ComputedTable 4 Subsequences extracted with n≤400n\le400.

tFirst 8 terms nkn_kTermscos⁡nk\cos n_k of the last term
1.01, 6, 7, 12, 13, 19, 25, 31400.9873
0.51, 5, 18, 20, 24, 43, 45, 64210.5328
−1.03, 9, 10, 16, 22, 28, 35, 4141−0.9998

The remainders of nn divided by 2π2\pi are uniformly distributed (Weyl's equidistribution theorem), so a subsequence converging to any t∈[−1,1]t\in[-1,1] can be taken Known. The difference between the empirical distribution of cos⁡n\cos n for n≤100000n\le100000 and the arcsine distribution was below 0.0001 in all 10 intervals Computed. Boundedness alone does not make the limit unique.

To be exact, in lattice methods there is a measure μa\mu_a for each lattice spacing aa, and one wants to take a→0a\to0. Even if a uniform estimate gives a subsequential limit, whether it is unique and whether it satisfies the axioms and the gap are separate problems, and footnote 2 asks for exactly that to be shown. It has been stated that what can be expected from the known results on the ultraviolet side in four dimensions is also a limit by a compactness argument using subsequences, and that the limit is not necessarily unique (the introduction of Magnen–Rivasseau–Sénéor 1993; 6-07) Known.

09

What is not written — extensions of the problem, QCD, formulations on the lattice

§5 lists the following as natural extensions, separate from the body of the problem Known. The existence of isolated one-particle states (an "upper gap" in addition to the mass gap). A proof of confinement. The existence of other four-dimensional gauge theories with added fields that preserve asymptotic freedom, and their dynamics (gap, confinement, chiral symmetry breaking). Extending the existence theorem to arbitrary four-dimensional manifolds. Written as a formula, the upper gap means that the spectrum of MM has the following form (this chapter's way of writing; it corresponds to "mm is an isolated eigenvalue of MM" in §6.2).

σ(M)={0}∪{m}∪[m′,∞),m<m′(10)\sigma(M)=\{0\}\cup\{m\}\cup[m',\infty),\qquad m\lt m' \tag{10}

In a theory with only one kind of particle of mass mm and no bound states, the two-particle continuous spectrum begins at m′=2mm'=2m (row 1 of Table 3).

§1 names three properties that QCD should have at the quantum level: the mass gap, quark confinement and chiral symmetry breaking. Only the first entered the body of the problem, and the object, too, is pure Yang–Mills without quarks. The problem statement does not ask for the value of the gap either. Glueball masses and their ratio to the string tension are objects of physical measurement (5-08).

Example. Problem 5.1 of Chatterjee (2018) asks that on the lattice (β\beta is the inverse of the lattice coupling; the larger it is, the weaker the coupling; 5-01) the correlations of plaquette variables decay exponentially (the correlation length ξ(β)\xi(\beta) is finite), and that ξ(β)→∞\xi(\beta)\to\infty as β→∞\beta\to\infty. It is a formulation on the lattice, and a different thing from Clay's requirements, which include the continuum limit, R4\mathbb R^4, the axioms and non-triviality. Even if it were shown, that alone would not solve the Clay problem (5-09, 9-05).

10

What each word shuts out — a word-by-word list

We take the conditions of (1) word by word, together with the mG<∞m_G\lt\infty mentioned in section 01, and list what each word directly shuts out.

∀G ∃ TG [ axioms∧non-trivial∧short distances∧ΔG>0∧mG<∞ ](11)\forall G\ \exists\,\mathcal T_G\ \bigl[\,\text{axioms}\wedge\text{non-trivial}\wedge\text{short distances}\wedge\Delta_G\gt0\wedge m_G\lt\infty\,\bigr] \tag{11}

Table 5 A word-by-word list (this chapter's reading).

WordWhat the word directly shuts outSection
AnyA construction for only one convenient group (for example SU(2)SU(2))02
CompactGroups whose invariant quadratic form is indefinite, so that the classical energy is not positive02
SimpleG=U(1)G=U(1). The free electromagnetic field has no gap, so including it would make the claim false02
R4\mathbb R^4Theories on T4T^4 or on a lattice. On a finite lattice the integrals are finite-dimensional (§6.5) and always exist03
Existence (axioms)Something for which merely some limit exists, with neither a Hilbert space nor a Hamiltonian04
Non-trivialLimits collapsed to a Gaussian. The free field with mass satisfies the axioms and also has a gap05
Δ>0\Delta\gt0The massless free field. It satisfies the axioms but has no gap06
m<∞m\lt\inftyA theory with only the vacuum (σ(H)={0}\sigma(H)=\{0\})06
Short distancesAnother theory, unrelated to Yang–Mills, that has a gap07
Footnote 2Compactness limits taken along subsequences (with neither uniqueness nor the gap and the axioms shown)08

The words of Table 5 fall into two kinds according to what happens when they are removed. One kind makes the claim false when removed. "Simple" is one: as in the example below, a theory without a gap gets mixed in. The other kind makes the claim easy when removed. Removing "R4\mathbb R^4" leaves only finite-dimensional integrals on a finite lattice; removing "existence (axioms)" lets through something for which merely a limit exists; removing "footnote 2" makes a subsequential limit enough. Removing "m<∞m\lt\infty" lets a theory with only the vacuum satisfy the gap condition in form. In this chapter's reading, most of the words of the problem statement are of the latter kind, and close the loopholes to easy answers one by one.

The shutting-out overlaps. The free field with mass is caught by both "non-trivial" and "short distances". Even when one word is removed, another word may shut out the same thing. Table 5 is a guide to the role of each word.

Example. Removing "simple" means showing a gap for G=U(1)G=U(1) as well, but that theory is the free electromagnetic field, which, as row 3 of Table 3 shows, has no gap. The claim with the word removed is false by this one example.


What this chapter can say

What is saidWhat is not said (where it is treated)
KnownWhere the sentence, the definitions, the footnotes and the extensions of the problem are in the problem statement, and what they say (checked against the Clay PDF)The meaning of words the problem statement does not define ("non-trivial" and others) is this chapter's reading
ComputedThe dimensions and h∨h^\vee of Table 1 obtained from root systems, agreeing with the standard values. That CA=h∨C_A=h^\vee in the normalisation of formula (2), checked for six groupsThat the classification is exhausted by these, and a proof of CA=h∨C_A=h^\vee for general groups (not proved in this book; list of values in 1-04)
KnownThat m<∞m\lt\infty and σ(H)≠{0}\sigma(H)\ne\{0\} are the same. The examples of Table 3That the HH of four-dimensional quantum Yang–Mills exists at all (not constructed)
ComputedTable 4, the ratio (5), the numbers of (8), the empirical distribution of cos⁡n\cos nA proof of Prokhorov's theorem (not treated in this book)
PhysicsΔ=cΛ\Delta=c\Lambda, the expectation of non-trivialityNeither has a proof (4-07, 7-12)
—Table 5 is a reading, not a statement of the problem's authors. This chapter shows nothing about the problem

Sources and reproduction

ItemKindSource / tool
The sentence, §1–§6.6, footnotesKnownA. Jaffe, E. Witten, “Quantum Yang–Mills Theory” (the official problem statement of the Clay Mathematics Institute, PDF on the Institute's website; checked in full). In: J. Carlson, A. Jaffe, A. Wiles (eds.), The Millennium Prize Problems, CMI / AMS, pp. 129–152 (year of publication not checked)
Date and place of the announcementKnownThe Clay Mathematics Institute website (the Millennium Prize Problems page) / the preface of the book above (Introduction, p. viii): 'The prize was announced at a meeting on May 24, 2000, at the Collège de France.' (checked in the PDF of the book published by the Institute)
(8), the general form (11CA−4nfTR)/(12π)(11C_A-4n_fT_R)/(12\pi) of b0b_0, Λ\LambdaKnownS. Navas et al. (Particle Data Group), Phys. Rev. D 110 (2024) 030001, QCD chapter §9.1.1, formula (9.3). The relevant passage was read (the same passage as in the source table of 4-06)
Asymptotic freedomKnownD. J. Gross, F. Wilczek, Phys. Rev. Lett. 30 (1973) 1343 / H. D. Politzer, ibid. 30 (1973) 1346. Bibliographic data only
Axiom systemsKnownR. Streater, A. Wightman, PCT, Spin and Statistics and All That, Benjamin, 1964 / K. Osterwalder, R. Schrader, Comm. Math. Phys. 31 (1973) 83–112, 42 (1975) 281–305. Bibliographic data only (content as in §3 of the problem statement)
Triviality of φ44\varphi^4_4KnownM. Aizenman, H. Duminil-Copin, Ann. of Math. 194 (2021) 163–235, arXiv:1912.07973. Abstract checked
What is expected for the ultraviolet limitKnownJ. Magnen, V. Rivasseau, R. Sénéor, Comm. Math. Phys. 155 (1993) 325–383. Bibliographic data only (the relevant passage of the introduction is in the source table of 6-07)
Problem 5.1KnownS. Chatterjee, “Yang–Mills for probabilists”, arXiv:1803.01950 (2018). Abstract checked. The text of Problem 5.1 is in the source table of 5-09
Definitions of CA=h∨C_A=h^\vee (in the normalisation where the squared length of the longest root is 1) and h∨h^\veeKnownV. G. Kac, Infinite Dimensional Lie Algebras, 3rd edition (1990). Bibliographic data only (the same as in the source table of 1-04)
Classification, CA>0C_A\gt0, invariant inner products, Isserlis, Weyl, ProkhorovKnownStandard facts (no bibliography given)
Tables 1 and 4, numbers in the text, figuresComputedpython3. Table 1 by exact rational computation: generate all positive roots from the Cartan matrix; dimension = rank + 2×+\,2\times (number of positive roots), h∨=(θ,θ+2ρ)/(θ,θ)h^\vee=(\theta,\theta+2\rho)/(\theta,\theta) (θ\theta is the highest root, 2ρ2\rho the sum of the positive roots; as a ratio it does not depend on the normalisation of the inner product). The normalisation of formula (2): structure constants built from the generators of the defining representation, checked numerically for SU(2),SU(3),SU(4),SO(5),SO(7),SO(8)SU(2),SU(3),SU(4),SO(5),SO(7),SO(8) to give CA=h∨C_A=h^\vee with the inner product where the squared length of the longest root is 1, and 2h∨2h^\vee with the one where it is 2. Numerical integration by SciPy. Figures by JavaScript in the browser (Figure 1 from the formula, Figure 2 by the same rule as Table 4)

Next chapter: 0-04 Four dimensions in mathematics and four dimensions in physics. For digging deeper into each word, go to the chapters named at the end of each section.

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Revised 2026-10-01: first version.