computo ergo sum

2026-10-01 · chapter Yang–Mills and the mass gapPart 0 Entranceoverall map

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

One picture — the tools go furthest at short distances, and let go at long distances

What this chapter shows — The two jobs the problem asks for, and why the gap shows up neither in classical theory nor in perturbation theory.
In one picture that lines up the scales of length, how far the known tools go, and where mathematics and physics let go of each other.
Which part of this book treats which part of the picture.

Prerequisite chapters — None. Formulas are defined where they appear. A word-by-word reading of the problem statement is in 0-03, and the two four-dimensional worlds in 0-04.

Said first — This is a guide-map chapter. This site has not solved this problem. Figure 1 is a schematic based on a one-loop approximate formula (at the level of physics), and the boundaries and widths of the bands are choices made for explanation. Figure 2 is an example of a field without interaction.

Order of this chapter
  1. The question
  2. A mass invisible in classical theory (Table 1)
  3. One picture: the ladder of scales — weak at short distances, strong at long distances (Figure 1, Table 2)
  4. A finite box and a uniform gap (Figure 2, Table 3)
  5. How far the world has come (Table 4)
  6. What there is besides divergence (Table 5, Detour: if infinity were given a symbol)
  7. Two ways of digging and seven seams (Table 6)
  8. The map of this book

01

The question — what to construct, and what to show

On 24 May 2000, in Paris, the Clay Mathematics Institute announced seven prize problems. The official problem statement for this problem was written by Jaffe and Witten. Yang–Mills theory is a gauge theory that uses a non-abelian group, and is the framework of the description of the strong and weak forces (3-02). The core sentence is this. Known

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>0 (§4).

"Non-trivial" means that the theory does not reduce to a free field (a field without interaction; its probability weight is Gaussian, the normal distribution extended to infinitely many variables) (0-03).

There are two jobs. Constructing — "existence" includes establishing properties at least as strong as the axioms of quantum field theory (the Wightman axioms, the Osterwalder–Schrader axioms). The axioms are a list, in the language of mathematics, of the conditions a quantum field theory should satisfy. Wightman's are written on the side of spacetime (Minkowski space), and Osterwalder–Schrader's on the side where time is made imaginary (Euclidean space) (4-09, 4-10). Showing — for the energy operator HH (the Hamiltonian),

σ(H)⊂{0}∪[Δ,∞),Δ>0(1)\sigma(H)\subset\{0\}\cup[\Delta,\infty),\qquad \Delta>0 \tag{1}

σ(H)\sigma(H) is the spectrum, which you may think of as the set of values the energy can take (1-10). 00 is the energy of the vacuum, and formula (1) says that every excitation has energy at least Δ\Delta.

Example. The energy of the harmonic oscillator, measured from the vacuum, is 0,ℏω,2ℏω,…0,\hbar\omega,2\hbar\omega,\dots, with a gap ℏω\hbar\omega; the p2/2mp^2/2m of a free particle on a line comes arbitrarily close to 00, so there is no gap. In relativity the energy of a particle at rest is its mass (E=mc2E=mc^2), so the gap corresponds to the mass of the lightest excitation. Known To be exact, the gap in the problem statement is defined by the spectrum, not by particles. The object is pure Yang–Mills theory without quarks, and confinement (that things carrying colour charge cannot be taken out on their own) is an extension of the problem (0-03).

02

A mass invisible in classical theory — a scale that shows up in no power

According to the problem statement, the classical Yang–Mills equations describe massless waves travelling at the speed of light (§1), and in four dimensions the mass gap is not visible classically (§6.6). Known The only constant in the action is the dimensionless coupling gg, and a mass cannot be made from the classical theory. Even so, physics holds that in the quantum theory one scale is born (dimensional transmutation). In the one-loop approximation

Λ=μ exp⁡ ⁣(−12b0 g2(μ)),b0=11N3⋅116π2(2)\Lambda=\mu\,\exp\!\Bigl(-\frac{1}{2b_0\,g^2(\mu)}\Bigr),\qquad b_0=\frac{11N}{3}\cdot\frac{1}{16\pi^2} \tag{2}

(μ\mu is a reference scale, g2(μ)g^2(\mu) the coupling there, and NN is NN for SU(N)SU(N)). The gap is expected to be Δ=cΛ\Delta=c\Lambda (cc a number), but this is not a theorem. Physics

The function e−c/xe^{-c/x} (c>0c>0) vanishes faster than any power as x→0x\to0.

lim⁡x→0+e−c/xxn=0(n=0,1,2,… )(3)\lim_{x\to0^+}\frac{e^{-c/x}}{x^n}=0\qquad(n=0,1,2,\dots) \tag{3}

So all its Taylor coefficients at x=0x=0 are 00, and perturbation theory, which expands in power series in g2g^2, sees Λ\Lambda as 00 at every order. Known What is missing is not an infinite value but a quantity that does not appear in the series (Table 1).

ComputedTable 1 Pure SU(3)SU(3), formula (2). 1/(2b0)=24π2/33≈7.1781/(2b_0)=24\pi^2/33\approx7.178
g2g^2Λ/μ\Lambda/\mu÷(g2)10\div(g^2)^{10}÷(g2)20\div(g^2)^{20}
0.55.83e−75.97e−40.611
0.34.06e−116.88e−61.17
0.16.71e−326.71e−226.71e−12

The ratio divided by the 20th power exceeds 1 at g2=0.3g^2=0.3, but tends to 00 as g2→0g^2\to0. Continued in 4-07, 6-11 and 4-12.

03

One picture: the ladder of scales

Put the length ℓ\ell (logarithmic) on the horizontal axis, and the strength of the coupling at that length on the vertical axis. In four-dimensional Yang–Mills the coupling becomes weaker at shorter distances (asymptotic freedom; Gross–Wilczek, Politzer, 1973). Known At one loop, for α=g2/4π\alpha=g^2/4\pi,

α(ℓ)=12b0′ln⁡(1/(ℓΛ)),b0′=4πb0=11N12π,ℓΛ<1(4)\alpha(\ell)=\frac{1}{2b_0'\ln\bigl(1/(\ell\Lambda)\bigr)},\qquad b_0'=4\pi b_0=\frac{11N}{12\pi},\qquad \ell\Lambda\lt1 \tag{4}

(written with g2g^2, this is formula (2)). Physics As ℓ→0\ell\to0, α\alpha vanishes only at a logarithmic rate. In two and three dimensions g2g^2 has the dimension of mass to the power 4−d4-d, and the dimensionless strength g2ℓ4−dg^2\ell^{4-d} vanishes at a power rate, so four dimensions is the boundary (0-04).

A figure that sets the same 4−d4-d beside other quantities of the book and moves them with a single slider is 1-12 §10 Figure 4 (opens at d = 4).

The marker on the long side is the correlation length ξ\xi. It is the length when the correlation between two distant points decreases at the rate e−r/ξe^{-r/\xi} in the distance rr, and it is related to the gap by ξ=1/Δ\xi=1/\Delta (in units of ℏ=c=1\hbar=c=1; 4-11).

To construct the theory, cut the short side off with a lattice spacing aa and the long side with a box of side LL, and take a→0a\to0 (the ultraviolet limit) and L→∞L\to\infty (the infinite-volume limit). Doubling the length is counted as one step (one step of the renormalisation group; 6-05).

Figure 1 Making a smaller and L larger with the sliders lengthens the weak-coupling band on the left and the decay band on the right. The strong-coupling band in the middle does not depend on a. "Play" takes the two limits at the same time
log₁₀(aΛ) = −2.0, α(a) = 0.124, steps: weak 2.5 / strong 4.1 / ξ–L 3.3

ComputedThe numbers in this figure were computed on this machine (formula (4), N=3N=3). The guides α∗=0.2\alpha_*=0.2 and ξΛ=1\xi\Lambda=1 are choices made for explanation. If JavaScript is disabled, see Table 2.

ComputedTable 2 Number of steps for formula (4), N=3N=3, α∗=0.2\alpha_*=0.2
log⁡10(aΛ)\log_{10}(a\Lambda)α(a)\alpha(a)Weak couplingStrong coupling
−10.24803.3
−20.1242.54.1
−30.0835.84.1
−60.04115.84.1
−90.02825.84.1

Each time aa is divided by 10 the number of steps grows by about 3.3, and all the added steps are weak-coupling steps. The strong-coupling steps do not depend on aa and are about 4.1 (with the guides set to 0.1 and 0.3 they are 8.2 and 2.7, and again do not depend on aa). Making LL larger adds log⁡2(LΛ)\log_2(L\Lambda) steps on the side longer than ξ\xi. Computed

The width of the bands changes with how ξ\xi and α∗\alpha_* are placed. In physics numerics, the mass mm of the lightest glueball of pure SU(3)SU(3) (a bound state made only of gluons, that is, particles of the Yang–Mills field) is estimated as r0m≈4.21r_0m\approx4.21 (Morningstar–Peardon 1999), and Λ\Lambda of the same theory, defined as MS‾\overline{\mathrm{MS}}, as r0Λ≈0.602r_0\Lambda\approx0.602 (Capitani–Lüscher–Sommer–Wittig 1999). r0r_0 is a ruler for length fixed from the force between static quarks. Setting ξ=1/m\xi=1/m gives ξΛ≈0.14\xi\Lambda\approx0.14, and ξ\xi is expected to fall on the side shorter than 1/Λ1/\Lambda. Physics Its definition differs from the Λ\Lambda of formula (4), so this is a guide, but with this value the strong-coupling band is about 1.3 steps at α∗=0.2\alpha_*=0.2 and almost 0 steps at α∗=0.3\alpha_*=0.3. Computed The numbers for the width of the bands are not physical quantities. What is robust in this picture is rather that the width does not depend on aa.

The weak-coupling band is the side where there is a foothold for expansion, and it is also where mathematics has gone furthest (Bałaban; not complete; §06, 6-07). The strong-coupling band has no small parameter and does not vanish even as a→0a\to0. In the band longer than ξ\xi, the key is to show exponential decay of correlations in physical units, uniformly in the box (§04). The body of the problem is to join the three bands by estimates that do not break down in either limit. To be exact, formula (4) is a formula of perturbation theory, and this picture is a picture at the level of physics. Physics

04

A finite box and a uniform gap

What the problem statement asks for is the gap of the theory on R4\mathbb R^4. As a road towards it, the problem's authors consider finite-volume approximations, and name, as places where present methods do not show the way, "a mass gap uniform in the volume" and "the infinite-volume limit T4→R4T^4\to\mathbb R^4" (§6; T4T^4 is a four-dimensional box with opposite faces glued). They write that the former needs new ideas, and that if it were obtained the study of T4→R4T^4\to\mathbb R^4 would become possible (end of §5, §6.5). Known

With the lattice spacing aa and the side of the box LL fixed, that the lattice gap is positive is the easy side (the detour in 7-13). What the problem's authors see as the key is that the gap of the continuum theory (after a→0a\to0, or uniformly in aa as well) is bounded from below independently of the size of the box,

inf⁡L Δphys(L)>0(5)\inf_{L}\ \Delta_{\text{phys}}(L)>0 \tag{5}

(§5, §6.5). Δphys(L)\Delta_{\text{phys}}(L) is the gap in a box of side LL measured on a physical scale such as Λ\Lambda, not measured in lattice units 1/a1/a. This distinction matters. If aa is fixed and one measures in lattice units, exponential decay in infinite volume has already been shown on the strong-coupling side (Table 4). What is needed is that the gap measured in physical units is uniform in both a→0a\to0 and L→∞L\to\infty (5-09).

Let us see the difference with a field without interaction (a free field). The one-particle levels in a box of length LL with the field 00 at both ends are

ωn(L)=(nπ/L)2+m2,n=1,2,3,…(6)\omega_n(L)=\sqrt{(n\pi/L)^2+m^2},\qquad n=1,2,3,\dots \tag{6}

and the gap is ω1\omega_1 (ℏ=c=1\hbar=c=1). If m=0m=0, the gap π/L\pi/L exists in every box but collapses as L→∞L\to\infty; if m>0m>0, it is always larger than mm and satisfies a uniform lower bound of the form of formula (5). Known

Figure 2 Moving the box length L with the slider moves the levels (dots) along the curves ω_n(L). The buttons switch the mass. At mass 0 the gap ω₁ collapses; at mass 1 it does not come below the dashed line E = 1
m = 0, L = 5.0, gap ω₁ = 0.6283, levels with E < 1: 1

ComputedThe numbers in this figure were computed on this machine (formula (6)). If JavaScript is disabled, see Table 3.

ComputedTable 3 The gap ω1(L)\omega_1(L) of formula (6)
LLm=0m=0: π/L\pi/Lm=1m=1Number of levels with E<1E\lt1 at m=0m=0
13.14163.29690
100.31421.04823
1000.03141.000531
10000.00311.0000318

At m=1m=1 the levels with L2(ω1−1)→π2/2L^2(\omega_1-1)\to\pi^2/2, and at m=0m=0 those with E<1E\lt1, increase at the rate L/πL/\pi. Computed To be exact, this mm was put in by hand, and the Yang–Mills gap must be born from the interaction. The other face of the gap is the decay of correlations: formula (2) in §5 of the problem statement says that for local quantities with vacuum expectation 0, for any positive CC smaller than Δ\Delta, correlations at sufficiently large distances are bounded by e−Cre^{-Cr} (0-04, 2-09).

05

How far the world has come

The job of constructing can be divided into six stages (6-01). ① regularisation (cutting off short distances, with a lattice or otherwise), ② the finite-volume measure μa,L\mu_{a,L} (the probability weight on field configurations; 1-08), ③ a→0a\to0, ④ L→∞L\to\infty, ⑤ the axioms, ⑥ the gap. ①–④ construct

μ=lim⁡L→∞ lim⁡a→0 μa,L(7)\mu=\lim_{L\to\infty}\ \lim_{a\to0}\ \mu_{a,L} \tag{7}

and ⑤⑥ are properties of μ\mu.

KnownTable 4 What has been reached, theory by theory
TheoryWhat has been reachedLiterature
YM, two dimensionsThe continuum measure exists (plane, closed surfaces, torus), by an exactly solvable structure. The axioms are outside the scopeDriver 1989, Gross–King–Sengupta 1989, Lévy, Chevyrev–Shen
YM, three dimensionsUp to ultraviolet estimates on the lattice uniform in the spacing. The continuum measure is not constructed even on T3T^3Bałaban 1985, Chevyrev 2022
YM, four dimensionsUltraviolet stability in finite volume (Bałaban; with assumptions, at the level of convergent subsequences), and a sketch of a continuum construction that keeps an infrared cutoff (MRS). ③ is at the level of assumptions and a sketch, with uniqueness also open; ④⑤⑥ are openBałaban 1984–89, Magnen–Rivasseau–Sénéor (MRS) 1993
Lattice YM, strong couplingWith aa fixed (in lattice units), infinite volume and exponential decay. The side opposite to the continuum limitOsterwalder–Seiler 1978, Shen–Zhu–Zhu 2023
φ4\varphi^4In two and three dimensions non-trivial theories satisfying the axioms exist. In four dimensions, the scaling limit near the critical point of the single-component φ4\varphi^4 with a lattice ultraviolet cutoff is Gaussian (a free field)Problem statement §6.2, Aizenman–Duminil-Copin 2021

Terms in Table 4: "ultraviolet stability" means that quantities do not run wild as the lattice spacing is made small, and convergent subsequences can be taken (uniqueness of the limit is not included). "Gaussian" is the type of the free field in §01. "Axioms" are the Wightman and Osterwalder–Schrader axioms of §01.

How to read Table 4. In the row for four-dimensional Yang–Mills, the part corresponding to ③ stays at the level of assumptions and a sketch, and ④⑤⑥ are untouched. The strong-coupling row shows something like ④ and ⑥, but it is about a lattice with aa fixed and does not pass through ③, so it is a different proposition from formula (5) of §04. The φ4\varphi^4 row shows that there are theories whose limit becomes a free field in four dimensions. For Yang–Mills a non-trivial limit is expected, but it has not been shown (item 3 of Table 5).

The problem statement says that not a single non-trivial relativistic field theory satisfying the axioms is known in four dimensions. Douglas's report of 2004 places what has been reached at Bałaban and MRS, and Chatterjee's 2018 survey says that a construction of a continuum limit above two dimensions in which Wilson loops (the quantity made by multiplying the rotations by the gauge field along a closed path and taking the trace; 5-01) behave non-trivially does not yet exist. Known "Two and three dimensions can be done" is inaccurate for non-abelian Yang–Mills: in three dimensions the continuum measure has not been constructed even in finite volume (T3T^3) (6-02, 6-06, 9-01).

06

What there is besides divergence

"It is hard because mathematics does not allow the handling of infinities" is one side of it. Handling divergences is a matter of the left band in Figure 1, and it is the most advanced (unfinished: Bałaban's main theorem assumes that the effective coupling is small, and the theorem removing that assumption is unpublished; 6-07). Where the problem's authors asked for new ideas is the place in §04 that is not about divergence. Known

KnownTable 5 Obstacles that cannot be reduced to divergence (6-11)
1No small parameter in the infraredThere is no easy solvable model to put at the centre of an expansion (MRS). The lattice strong coupling that can be handled rigorously is on the side opposite to the continuum limit
2Invisible to perturbation theoryThe scale of the gap is of the type in Table 1
3Non-trivialityφ44\varphi^4_4 (the four-dimensional φ4\varphi^4; not asymptotically free) has a Gaussian limit near the critical point with a lattice cutoff (6-08). For Yang–Mills a non-trivial limit is expected, but there is as yet no method to catch it
4The state space is curvedThe orbit space is not linear, and one cannot choose one field from each orbit continuously (a global gauge fixing) (on closed spaces such as S4S^4; Singer 1978; the setting is in 3-04)
5Few regularisations preserve reflection positivityThe lattice preserves it but breaks rotational symmetry. Many continuum regularisations break it (§6.5)
6The structure of infinitely many degrees of freedomUnder standard conditions, the interaction picture does not exist (Haag's theorem)

Terms in Table 5: the "orbit space" is the space made by regarding fields related by gauge transformations as the same. "Reflection positivity" is the positivity condition for recovering the Hilbert space of quantum mechanics from a measure on Euclidean space (4-10). The "interaction picture" is the way of writing time evolution by taking the state space of the free field as it is and adding the interaction to it (4-09).

How to read Table 5. 1 and 2 concern the middle and right bands of Figure 1, that is, the side where the coupling is not small. 3 is the job of showing that the limit constructed has not collapsed to a free field. 4–6 are structures carried by the framework itself of gauge theory and infinitely many degrees of freedom. Each is a different problem from "how to handle infinities", and handling divergences alone does not settle them. Known

"Because it is non-abelian" also, to be exact: for continuous non-abelian groups in three or more dimensions, exponential decay in infinite volume has been shown only on the strong-coupling side, and weak-coupling results are limited to finite groups (Adhikari–Cao; 5-06, 5-10).

Detour: if infinity were given a symbol

Detour

A subsection that may be skipped.

"Would anything change if 1/01/0 were made a symbol?" As far as known cases go, it is thought likely that nothing would change. Handling divergences inside perturbation theory is already rigorous (BPHZ, Epstein–Glaser, Connes–Kreimer; renormalisability by 't Hooft–Veltman 1972 and others), and the 0/00/0 that appears has been handled not by assigning a value but by rates of approach or by changing the geometry. The scale of the gap is of the type e−1/g2e^{-1/g^2}. This is a sorting of cases, not an impossibility theorem (6-12).

07

Two ways of digging and seven seams

The mathematical side starts from "the theory does not yet exist" and constructs in the order existence → axioms → gap (Parts 5 and 6). The physical side starts from "the theory exists" and measures glueball (§03) masses and the string tension (Part 7). As a metaphor, it is a tunnel dug from both ends, and it has not yet met. To be exact, the numbers of physics are checks of consistency on the assumption of existence (7-01, 9-02).

Table 6 The seven seams
1The premise of existenceThat numbers appear to converge is not a proof of existence7-13
2One scalePhysics holds that the gap and the string tension are both constant multiples of Λ\Lambda. Not a theorem7-12
3Different shoresShores with a foothold: perturbation theory (formal series), lattice strong coupling (theorems), holography (N→∞N\to\infty, λ→∞\lambda\to\infty, at the level of physics). The theory of the problem statement is on none of the shores7-13
4Finite and infiniteNumbers are extrapolations. What is needed is uniform estimates5-09
5Spacetime and spaceConstruction is on the Euclidean side. The way back to spacetime is reflection positivity0-04
6The word "particle"Physics counts particles; the problem statement asks for a gap in the spectrum4-11
7Extra dimensionsThe gap turns into geometry, but the order of limits for returning to four dimensions is not worked out7-10

Terms in Table 6: "shore" is a metaphor; exactly, it is a range of parameters where theorems or controlled approximations are available. λ=g2N\lambda=g^2N is the 't Hooft coupling. "Turns into geometry" is also a metaphor; exactly, in holography the gap is computed as an eigenvalue of a wave equation on a geometry that includes extra dimensions (the leading term in 1/N1/N; at the level of physics; 7-09).

How to read Table 6. All seven are places where a step taken for granted in physics becomes, in mathematics, a proposition that needs a proof. 1 and 4 concern the relation between numerical computation and limits, 2 and 6 what is called a "mass", 3 and 7 the distance between computable models and the theory of the problem statement, and 5 the translation between spacetime and Euclidean space. The rightmost column gives the chapter that treats each in detail.

What the record kept on this machine has touched is only the area around 2: it cut out "one scale" as Assumption H, but has not proved it (10-01; the correspondence with the equivalence principle is an analogy; 7-12). The remaining six are only named.

08

The map of this book

This book goes through the parts of this chapter's picture in turn, in more detail. The remaining two chapters of Part 0 read the words of the problem statement (0-03) and the two four-dimensional worlds (0-04). Parts 1 and 2 are mathematical and physical preparation, and prepare the tools for reading formulas (1) and (7) and §04 (spectrum, measure, path integral, statistical mechanics). Part 3 is classical Yang–Mills theory and treats §02; Part 4 is quantisation and treats formulas (2) and (4) and the axioms.

Part 5 is lattice gauge theory and treats the aa of Figure 1 and the strong-coupling side; Part 6 is constructive field theory and treats Tables 4 and 5. Part 7 looks at the middle and right of Figure 1 from the side of physics. Part 8 is a dictionary that sets out the correspondence between the physical vocabulary and the mathematical vocabulary (8-01 onwards), Part 9 sums up where things stand and the open tasks of §05 and Table 6 (9-01 onwards), and Part 10 is the study of the record kept on this machine (around item 2 of Table 6; 10-01 onwards). The appendices are the table of notation, the glossary, the guide to the literature and the guide to Lean. Chapters and sections marked "Detour" may be skipped. Suggested reading orders are in 0-01.


What this chapter can say

What is saidWhat is not said (where it is treated)
KnownThe relevant passages of the problem statement (checked against the PDF)The word-by-word reading (0-03)
KnownFormula (3). ComputedTable 1Δ=cΛ\Delta=c\Lambda is the expectation of physics (4-07)
ComputedFigure 1, Table 2 (the number of steps within formula (4))Formulas (2) and (4) are not theorems. The boundaries and widths of the bands are choices of drawing. ξΛ≈0.14\xi\Lambda\approx0.14 is a guide via Λ\Lambda, which is defined differently (Physics)
ComputedFigure 2, Table 3 (free field)Shows nothing about the Yang–Mills gap
KnownTables 4 and 5Not a complete survey of the literature (9-01)
—Neither the continuum limit nor the gap is shown. Assumption H remains an assumption

Sources and reproduction

ItemKindSource / tool
The one sentence, §1–§6.6KnownA. Jaffe, E. Witten, “Quantum Yang–Mills Theory” (the official problem statement PDF of the Clay Mathematics Institute; the relevant passages were read). As a book, included in J. Carlson, A. Jaffe, A. Wiles (eds.), The Millennium Prize Problems, Clay Mathematics Institute / American Mathematical Society (2006) pp. 129–152 (contents checked in the PDF published by CMI, year of publication on the AMS book page)
Date and place of the announcementKnownThe Millennium Prize Problems page of the Clay Mathematics Institute website (read; 24 May 2000, Collège de France, Paris). The preface of the same book gives the same date and place (checked in the PDF published by CMI)
Asymptotic freedomKnownD. J. Gross, F. Wilczek, Phys. Rev. Lett. 30 (1973) 1343 / H. D. Politzer, ibid. 1346. Abstracts checked (the former: a wide class of non-abelian gauge theories has the asymptotic form of a free field up to logarithmic corrections; the latter: perturbation theory becomes arbitrarily good in the deep Euclidean region)
The guide for ξΛ\xi\Lambda in §03PhysicsC. Morningstar, M. Peardon, Phys. Rev. D 60 (1999) 034509 Table VII (bibliographic data only; the survey of the material checked the text) / S. Capitani, M. Lüscher, R. Sommer, H. Wittig, Nucl. Phys. B 544 (1999) 669 eq. (6.2) (the text was read). Ratios and numbers of steps by python3
b0b_0PhysicsParticle Data Group, Phys. Rev. D 110 (2024) 030001, QCD chapter §9.1.1. Bibliographic data only (checked by the survey of the material)
Table 4KnownB. K. Driver, CMP 123 (1989) 575 / L. Gross, C. King, A. Sengupta, Ann. Phys. 194 (1989) 65 / T. Lévy, Mem. AMS 166 no. 790 (2003) / I. Chevyrev, H. Shen, arXiv:2302.12160 / T. Bałaban, CMP 102 (1985) 255, CMP 122 (1989) 355 / J. Magnen, V. Rivasseau, R. Sénéor, CMP 155 (1993) 325 / I. Chevyrev, arXiv:2202.13359 / K. Osterwalder, E. Seiler, Ann. Phys. 110 (1978) 440 / H. Shen, R. Zhu, X. Zhu, CMP 400 (2023) 805 / M. Aizenman, H. Duminil-Copin, Ann. of Math. 194 (2021) 163 / M. R. Douglas, report for the Clay Mathematics Institute (2004) / S. Chatterjee, arXiv:1803.01950. Bibliographic data only (the survey of the material checked them against the originals; CMP = Comm. Math. Phys.)
Table 5, §06KnownI. M. Singer, CMP 60 (1978) 7 / R. Haag, Mat.-Fys. Medd. Danske Vid. Selsk. 29 (1955) no. 12 (via secondary sources) / A. Adhikari, S. Cao, Ann. Probab. 53 (2025) 140 / G. 't Hooft, M. Veltman, Nucl. Phys. B 44 (1972) 189. Bibliographic data only
Tables 1–3, Figures 1 and 2Computedpython3 (formulas (2), (4), (6)). The figures are drawn by the browser from the same formulas
Restatements of terms (axioms, reflection positivity, orbit space, interaction picture)KnownDetailed definitions and sources in 4-09, 4-10 and 3-04 of this book

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Revised 2026-10-01: first version.