computo ergo sum

2026-10-01 · chapter Yang–Mills and the mass gapPart 9 Where things stand, and the tasksa map of the tasks

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

The list of open tasks — joining the open questions by arrows of "if this were known, what would move"

What this chapter shows — Twelve open tasks and the closest results there are now. The three strengths of the arrows that join the tasks (theorem, roadmap, physical expectation). Checking, with a figure and a count, which requirements of the problem statement move when a task is assumed known.

Prerequisite chapters — 9-02 Where the two ways of digging part. We use the vocabulary of 6-10 (what is reached at each stage in four dimensions), 6-11 (the six obstacles) and 9-01 (the board).

Said first — This chapter lines up and joins the tasks; it settles none of them. The choice of arrows and the way of counting are this book's arrangement, and only arrows checked in primary sources are used. This site shows neither the existence of the mass gap nor the construction of the continuum limit.

The order of this chapter
  1. Writing the tasks with "if … then" — requirements and arrows
  2. Twelve tasks — continuum and lattice (Table 1)
  3. Arrows joined by theorems — reflection positivity, the uniform gap, the centre
  4. Roadmap arrows — the order the setters and surveys write
  5. Suppose it were known — a map of the tasks (Figure 1, Table 2)
  6. Counting the map — tasks needed on every road (Table 3, computed)
  7. For every group — arrows that vanish when the group is changed
  8. Tasks outside the problem statement — one-particle states, general manifolds
  9. The book's coordinate system — dictionary, seams, tasks and walls in nine cells (Figure 2, Table 4)

01

Writing the tasks with "if … then"

A task in this chapter is a statement that has not yet become a theorem. What moves when a task becomes known can be written as an arrow "if A is known, B can be said", and we divide its strength into three. Theorem (a proved implication, or a definition), roadmap (a prospect that the problem statement or a survey writes as "once this is known, the next step should be possible"), and expectation (an implication at the level of physics). As a metaphor it is a table matching keys to doors; precisely, it is a list of rules of the form "if all the premises are in place, the conclusion follows".

X1∧X2∧⋯∧Xk ⟹ℓ Y,ℓ∈{0 (theorem), 1 (roadmap), 2 (expectation)}(1)X_1\wedge X_2\wedge\cdots\wedge X_k\ \overset{\ell}{\Longrightarrow}\ Y,\qquad \ell\in\{0\ (\text{theorem}),\ 1\ (\text{roadmap}),\ 2\ (\text{expectation})\} \tag{1}

The destination is the problem statement (Jaffe–Witten 2000, below JW; 0-03). Fix one group GG, and divide the demand into four requirementsKnown (a summary of JW §4; the division into four is this book's arrangement).

P=⋀GPG,PG=E∧A∧N∧M(2)\mathsf P=\bigwedge_{G}\mathsf P_G,\qquad \mathsf P_G=\mathsf E\wedge\mathsf A\wedge\mathsf N\wedge\mathsf M \tag{2}

E\mathsf E is the existence of the theory on R4\mathbb R^4, A\mathsf A the axioms (at least as strong as those of the book of Streater–Wightman [45] and the papers of Osterwalder–Schrader [35] cited by JW), N\mathsf N non-triviality, local fields and agreement with asymptotic freedom at short distances (JW §4), and M\mathsf M the gap Δ>0\Delta\gt0 and m<∞m\lt\infty.

We add one more requirement C\mathsf C, outside the problem statement. C\mathsf C is that the string tension dd of the continuum theory is not 0. dd is the constant of Problem 5.2 of Chatterjee 2018, written σ\sigma in 6-10 §04. The physical expectation is that dd is positive.

Example: Theorem 2.4 of Chatterjee (2021) is a theorem arrow. If a lattice gauge theory has uniform exponential decay under arbitrary boundary conditions (Definition 2.3; the constants depend only on the group, β\beta (the coefficient of the coupling in the lattice action; not an inverse temperature) and the dimension of the lattice, not on the box or the boundary conditions), then centre symmetry is not broken. Further, rectangular Wilson loops in an irreducible representation that acts non-trivially on the centre obey the area law in every Gibbs measure (a distribution on the infinite lattice that follows the lattice weights inside any box once the outside is fixed)Known (9-05 §06). An example of a roadmap is JW §6.5's 'Such a result presumably would enable the study of the limit as T4 → R4' (from the uniform gap to the infinite-volume limit).

02

Twelve tasks — six in the continuum and six on the lattice

K1–K6 are tasks for the continuum theory, corresponding to stages 3–6 of the six stages (6-01) and the additional conditions of the problem statement. K7–K12 are lattice tasks, and tasks that turn lower dimensions and physical premises into mathematics. In this chapter limits are required along the whole sequence (this book's arrangement). Footnote 2 of JW (0-03 §08) writes that weak existence by compactness alone is not accepted as a solution of the existence part unless the properties of the limit (the gap and the axioms) are shown by other methodsKnown. The first three have the following form (notation as in 6-10).

K1: lim⁡a→0⟨Wγa⟩a,Lren exists along the whole sequence,K2: lim⁡L→∞μL exists,K3: inf⁡LΔL>0(3)\mathrm{K1}:\ \lim_{a\to0}\bigl\langle W_{\gamma_a}\bigr\rangle^{\mathrm{ren}}_{a,L}\ \text{exists along the whole sequence},\qquad \mathrm{K2}:\ \lim_{L\to\infty}\mu_L\ \text{exists},\qquad \mathrm{K3}:\ \inf_L\Delta_L\gt0 \tag{3}

WγaW_{\gamma_a} is the Wilson loop of a lattice path, ⟨⋅⟩ren\langle\cdot\rangle^{\mathrm{ren}} is the expectation with a term proportional to the perimeter removed from its logarithm (formula (5.2) of Chatterjee 2018; 6-10 §04), μL\mu_L is the measure on the box T4T^4 of side LL, and ΔL\Delta_L its gap. Requiring the limit along the whole sequence in K1 and K2 is this book's arrangement.

KnownTable 1 Twelve tasks

TaskStatementClosest resultWhat moves if known
K1 Construction on T4T^4Expectation values of gauge-invariant quantities converge as a→0a\to0 along the whole sequence (the whole sequence is this book's arrangement)Ultraviolet stability with a hypothesis and subsequences (Bałaban), sketch (MRS)Stage 3, half of E\mathsf E
K2 T4→R4T^4\to\mathbb R^4The limit L→∞L\to\infty exists along the whole sequence (likewise this book's arrangement)'Nor do present methods suggest how to obtain the existence of the infinite volume limit' (JW §6). The stage at which §6.5 writes that a uniform gap (K3) would open the way. On the lattice it has been shown at strong couplingStage 4, the rest of E\mathsf E
K3 Uniform gapinf⁡LΔL>0\inf_L\Delta_L\gt0'New ideas are needed' (JW §6.5)Stage 6, K2 by roadmap
K4 The remaining axiomsRecovery of rotational symmetry, and the regularity needed for reconstructionReflection positivity survives from the lattice. Rotation in two dimensions: Driver's Corollary 6.7Stage 5, seam 5
K5 Non-trivialityThe limit is not GaussianThe scaling limit of lattice-cut-off four-dimensional ϕ4\phi^4 (including the Ising type) is Gaussian (Aizenman–Duminil-Copin 2021; a result in the opposite direction to non-triviality)Half of N\mathsf N
K6 Local fields and short distancesLocal fields such as Tr⁡FijFkl(x)\operatorname{Tr}F_{ij}F_{kl}(x). Agreement with asymptotic freedom at short distancesAt the level of perturbation theory. There is no natural one-to-one correspondence (JW footnote 1)The rest of N\mathsf N
K7 Problem 5.1ξ(β)∈(0,∞)\xi(\beta)\in(0,\infty) (for all β\beta), ξ→∞\xi\to\inftyExponential decay (an upper bound on ξ\xi) has been shown at strong coupling. For finite groups, exponential decay also at weak coupling (Adhikari–Cao; outside the scope of Problem 5.1, and without ξ→∞\xi\to\infty)Cells of the lattice only
K8 Problem 5.2String tension d≠0d\ne0 in the continuum limit of Wilson loopsNot yet. Whether the perimeter term is needed is also openC\mathsf C
K9 Strong decayUniform exponential decay under arbitrary boundary conditions (for all β\beta)Chatterjee 2021 notes that for small β\beta it can be shown by the method of Dobrushin–Shlosman. Whether a strong version is to be expected at large β\beta is not clear (ibid.)K10
K10 Problem 4.1Area law for all β\betaSmall β\beta, for every group (Osterwalder–Seiler 1978). Three-dimensional U(1)U(1) for all β\beta (Göpfert–Mack 1982)Lattice confinement only
K11 A single scaleFor β≥β0\beta\ge\beta_0, c σ(β)≤m(β)2≤C σ(β)c\,\sigma(\beta)\le m(\beta)^2\le C\,\sigma(\beta) (the constants c,C>0c,C\gt0 do not depend on β\beta. m,σm,\sigma are the mass and string tension in lattice units, and neither m>0m\gt0 nor σ>0\sigma\gt0 is assumed)No theorem. The record kept on this machine is at the stage of putting it as an assumption in the form of 7-12 formula (3) (Assumption H is a different formula, (6); 7-12 §05)Joins C\mathsf C and M\mathsf M at the level of expectation
K12 Three-dimensional measureConstruction of the measure on T3T^3'remains open' (Chevyrev 2022)Stage 3 in 3D only

For details: K1 in 6-07, K5 in 6-08, K7 and K10 in 9-01 §07, K12 in 6-06. Example: what moves the four-dimensional cells of the board (9-01 Table 3) is K1–K4 and K7, and the three-dimensional row is K12. K8–K11 have no cell; they are tasks on the side of the seams.

03

Arrows joined by theorems

Not many arrows have a proof. We look at three in turn.

Reflection positivity survives in the limit (R2)

The first is reflection positivity. It holds on Wilson's lattice (Osterwalder–Seiler 1978), and since it is an inequality, if the sequence of measures μn\mu_n converges weakly it survives in the limitKnown (4-10). Converging weakly means that the expectation values of all bounded continuous quantities converge (0-03 §08).

⟨ΘF‾ F⟩μ=lim⁡n→∞⟨ΘF‾ F⟩μn ≥ 0(4)\bigl\langle\overline{\Theta F}\,F\bigr\rangle_{\mu}=\lim_{n\to\infty}\bigl\langle\overline{\Theta F}\,F\bigr\rangle_{\mu_n}\ \ge\ 0 \tag{4}

Θ\Theta is time reflection, and FF a bounded continuous quantity determined by the side of positive times alone. Together with K4, the Osterwalder–Schrader reconstruction sets up a Hilbert space and H≥0H\ge0 (rule R2; JW also writes 'Establishing a quantum mechanical Hilbert space is part of the solution to this Millennium problem').

A uniform gap survives in the limit (R3)

The second is that a uniform gap survives in the limit (rule R3). Let τt\tau_t be the operation of shifting by tt in the time direction, and write νF\nu_F for the spectral measure of the vector made by FF with its vacuum component subtracted. νF\nu_F is the same thing as the μF\mu_F of 4-11 §02. In this chapter we use μ\mu for the sequence of measures, so we change the symbol.

⟨ΘF‾ τtF⟩−∣⟨F⟩∣2=∫[0,∞)e−tE dνF(E)(5)\bigl\langle\overline{\Theta F}\,\tau_tF\bigr\rangle-\bigl|\langle F\rangle\bigr|^2=\int_{[0,\infty)}e^{-tE}\,\mathrm d\nu_F(E) \tag{5}

That the left-hand side is at most a constant times e−Δte^{-\Delta t} for every bounded FF is the same as H≥ΔH\ge\Delta in the directions orthogonal to the vacuumKnown (4-11 §02). The integral also includes the point E=0E=0, so uniqueness of the vacuum comes out at the same time.

In the estimate box by box (6-10 formula (7)), if the rate of decay ΔL≥Δ∗\Delta_L\ge\Delta_* does not depend on LL, the estimate survives in the limit and becomes a gap (the standard argument). The prefactor ∥A∗ΩL∥ ∥B ΩL∥\|A^*\Omega_L\|\,\|B\,\Omega_L\| in (7) is at most 1 if ∣F∣≤1|F|\le1. This argument needs three premises. (i) The expectation values of the FF used converge along the sequence L→∞L\to\infty (part of E\mathsf E). (ii) The vectors of those FF are dense in the reconstructed Hilbert space. (iii) Since T4T^4 is also periodic in the time direction, the term e−ΔL(L−t)e^{-\Delta_L(L-t)} added to the correlations in the box vanishes as L→∞L\to\infty (it does if ΔL≥Δ∗\Delta_L\ge\Delta_*). What R3 gives is only Δ>0\Delta\gt0; m<∞m\lt\infty comes separately from the theory not being the vacuum alone (6-10 §06).

Example: the decay of a single FF tells us only the lower end of the support of νF\nu_F. The ξ(β)\xi(\beta) of Problem 5.1 (K7) is the decay of plaquette correlations. Chatterjee defines ξ\xi by the limit ∣x∣→∞|x|\to\infty taken in every direction, but what connects to the spectrum of the transfer matrix (5-03) is the decay in the time direction. Read through the decay in the time direction, what is learned is the lower end of HH on the subspace made by the plaquette (this chapter's reading).

From centre symmetry to the area law (R6)

The third is Theorem 2.4 of Chatterjee (2021) from §01 (rule R6). Its introduction also cites Durhuus–Fröhlich (1980), which derives confinement in a gauge theory from exponential decay in a non-linear σ model one dimension lower, and Fröhlich (1979), which carries confinement from a Zn\mathbb Z_n theory to an SU(n)SU(n) theoryKnown (bibliographic data only). By the title of Fröhlich's paper the destination is the lattice Higgs theory of SU(n)SU(n); the introduction of Chatterjee 2021 presents it as "the SU(n)SU(n) theory".

04

Roadmap arrows — the order the setters and surveys write

JW writes prospects for the order of the tasks. For the construction on T4T^4 (K1) it says there are ample signs that extending known methods would reach it, writing 'One presumably needs to revisit known results at a deep level, simplify the methods, and extend them'. For the uniform gap (K3) it writes 'New ideas are needed', and goes on that this would make the infinite-volume limit (K2) possible. §5 also writes that a uniform gap 'may play a fundamental role' in the proof of the infinite-volume limitKnown. This is rule R8.

K3 ⟹1 K2:inf⁡LΔL≥Δ∗>0  ⇝  correlations of distant quantities, independently of L , are cut off by e−Δ∗t (6)\mathrm{K3}\ \overset{1}{\Longrightarrow}\ \mathrm{K2}:\qquad \inf_L\Delta_L\ge\Delta_*\gt0\ \ \rightsquigarrow\ \ \text{correlations of distant quantities, independently of}\ L\ \text{, are cut off by}\ e^{-\Delta_*t}\ \text{} \tag{6}

Precisely, the right-hand side of (6) is not the existence of the limit but the material of a uniform estimate for taking the limit, and how to assemble it is not written ('presumably').

Example: the two things R8 joins (uniform decay and the infinite-volume limit) were obtained together from the cluster expansion in models with a small parameter. Weak-coupling ϕ24\phi^4_2 and ϕ34\phi^4_3 are examplesKnown (6-04 §08). They did not pass in the order of deriving the infinite-volume limit from a uniform gap. Four-dimensional Yang–Mills has no such parameter at long distances (6-11 Obstacle 1). On the lattice side, Chatterjee (2018) places Problem 5.2 (K8) as 'the most basic question that needs to be solved before making any further progress' on the road through Wilson loopsKnown. This is a sentence in the direction of necessity, "needed first", and not an arrow of sufficiency from K8 to the requirements.

05

Suppose it were known — a map of the tasks

We put the rules of Table 2 into one figure. Pressing the box of a task makes that task "assumed known", and the conclusions of rules whose premises are all in place light up. What lights up is the smallest set that contains the conclusion whenever it contains all the premises (the closure).

cl⁡ℓ(S)=⋂{X⊇S: for every rule of level≤ℓ , premises⊆X ⇒ conclusion∈X}(7)\operatorname{cl}_\ell(S)=\bigcap\bigl\{X\supseteq S:\ \text{for every rule of level}\le\ell\ \text{, premises}\subseteq X\ \Rightarrow\ \text{conclusion}\in X\bigr\} \tag{7}
Figure 1 Pressing the box of a task makes it "assumed known", and the requirements that move and the cells of the board light up. The knob selects the strength of the arrows (theorems only / + roadmap / + expectation), and the button selects a group with trivial centre. Solid lines are theorems, dashed lines roadmaps, dotted lines expectations. G is fixed
If JavaScript is disabled, see Table 2.
Assumed known: none. To the problem statement: still K1, K3, K4, K5, K6. Cells moved on the board: none (arrows: theorems, roadmaps, physical expectations)

ComputedHow this figure lights up is the closure (7) of the rules of Table 2, computed on the spot (the choice of arrows is this book's arrangement).

KnownTable 2 Rules (if all the premises are in place, the conclusion). R1–R7 are theorems or definitions, R8 a roadmap, R9 and R10 physical expectationsPhysics. The choice of rules is this book's arrangement. C\mathsf C is that of §01: the continuum string tension dd is not 0 (outside the problem statement)

RulePremises ⇒ conclusionStrengthGrounds
R1K1 ∧ K2 ⇒ E\mathsf EDefinitionJW §6.5
R2E\mathsf E ∧ K4 ⇒ A\mathsf ATheoremFormula (4) and the OS reconstruction
R3E\mathsf E ∧ K3 ⇒ M\mathsf MTheoremFormula (5) and 6-10 formula (7) (the standard argument; premises in §03)
R4K5 ∧ K6 ⇒ N\mathsf NDefinitionJW §4
R5A\mathsf A ∧ N\mathsf N ∧ M\mathsf M ⇒ PG\mathsf P_GDefinitionFormula (2)
R6K9 ⇒ K10TheoremChatterjee 2021 Theorem 2.4
R7K8 ⇒ C\mathsf CDefinitionChatterjee 2018 §5 (C\mathsf C is exactly the d≠0d\ne0 of Problem 5.2)
R8K3 ⇒ K2RoadmapJW §5, §6.5
R9E\mathsf E ∧ C\mathsf C ∧ K11 ⇒ M\mathsf MExpectationA single scale (7-12)
R10E\mathsf E ∧ M\mathsf M ∧ K11 ⇒ C\mathsf CExpectationThe converse of the same sentence

Example: even if the "Lattice tasks" button makes K7–K10 and K12 assumed known, only C\mathsf C lights up, and not a single requirement. This restates in the language of arrows the "showing it on the lattice is enough" of 9-05 §08.

06

Counting the map — tasks needed on every road

Among the sets of tasks that reach PG\mathsf P_G, we call those that no longer reach it when any one task is removed minimal sets. We examined the 4096 subsets at three levels and counted all the minimal setsComputed.

Sℓ={S: PG∈cl⁡ℓ(S),  S minus any one element gives PG∉cl⁡ℓ}(8)\mathcal S_\ell=\bigl\{S:\ \mathsf P_G\in\operatorname{cl}_\ell(S),\ \ S\ \text{minus any one element gives}\ \mathsf P_G\notin\operatorname{cl}_\ell\bigr\} \tag{8}

With theorems only there is one set, {K1,…,K6}; adding roadmaps, one set, {K1,K3,K4,K5,K6}; adding physical expectations as well, {K1,K2,K4,K5,K6,K8,K11} joins, making two. The same held for groups with trivial centre.

ComputedTable 3 For each task, whether it is in every minimal set for PG\mathsf P_G (required), in some, or in none

TaskTheorems only+ Roadmap+ Physical expectationWhat it moves alone (up to physical expectation, group with non-trivial centre)
K1, K4, K5, K6RequiredRequiredRequiredNothing
K2 T4→R4T^4\to\mathbb R^4Required—In someNothing
K3 Uniform gapRequiredRequiredIn someK2 (roadmap)
K8 Problem 5.2——In someC\mathsf C
K11 A single scale——In someNothing
K7, K9, K10, K12———K9 alone: K10 (group with non-trivial centre)

Example: (a) K1, K4, K5 and K6 are needed on every road. (b) At the level of physical expectation, instead of the uniform gap K3, "the continuum string tension K8 and a single scale K11" reach the mass gap. The physical sentence that sees mass and string tension as two faces of one scale (formula (3) of 7-12) takes over the role of K3. (c) K7, K9, K10 and K12 are in no minimal set. The count uses only arrows checked in primary sources, so if an arrow from the lattice to a continuum requirement becomes a theorem, it must be redone.

07

For every group — arrows that vanish when the group is changed

The problem statement asks for PG\mathsf P_G for every compact simple group GG (formula (2)). The candidate Lie algebras are four series and five exceptions, and with each Lie algebra come groups in forms divided by the centreKnown (1-04 Table 6). No general theorem carrying a result for one group to another was found in what this chapter read. Some arrows vanish depending on the group. Rule R6 uses that a finite-dimensional irreducible unitary representation π\pi acts non-trivially on the centre, that is, that there is an element zz of the centre with π(z)≠I\pi(z)\ne I. An element of the centre commutes with every π(g)\pi(g), so in an irreducible π\pi it acts as a scalar by Schur's lemma (1-04 §06).

∃ z∈Z(G):π(z)=ωI,ω≠1(π irreducible)(9)\exists\,z\in Z(G):\qquad \pi(z)=\omega I,\quad \omega\ne1\qquad(\pi\ \text{irreducible}) \tag{9}

Example: in the fundamental representation of SU(N)SU(N), z=e2πi/NIz=e^{2\pi i/N}I and ω=e2πi/N\omega=e^{2\pi i/N} (1-04 §07). For a group with trivial centre there is no representation satisfying (9). Besides the simply connected G2G_2, F4F_4 and E8E_8, this includes the forms divided by the centre SO(3)=SU(2)/Z2SO(3)=SU(2)/\mathbb Z_2 and PSU(N)=SU(N)/ZNPSU(N)=SU(N)/\mathbb Z_N; every group divided by its centre has trivial centreKnown. The reason in one line: for a connected Lie group, the centre is the kernel of the adjoint representation (1-04 §06). G/Z(G)G/Z(G) is the same group as the image Ad(G)⊂GL(g)\mathrm{Ad}(G)\subset GL(\mathfrak g) of the adjoint representation, and its adjoint representation is Ad(g)\mathrm{Ad}(g) itself on g\mathfrak g (for a simple Lie algebra ad\mathrm{ad} is injective). The kernel is the elements with Ad(g)=I\mathrm{Ad}(g)=I, that is, the identity alone. The "group with trivial centre" of Figure 1 is this case, and the arrow from K9 to K10 vanishes. Chatterjee notes that for groups with trivial centre (for example SO(3)SO(3)) it is believed they may not confine at weak couplingPhysics. The problem statement asks for a gap for such groups too, so a road through confinement cannot be used for every group. On the other hand, the one-loop coefficient 16π2b0=113CA16\pi^2b_0=\tfrac{11}{3}C_A is positive for every group (4-06 §02), and perturbative asymptotic freedom does not depend on the groupKnown (0-03).

08

Tasks outside the problem statement

JW §5 lists 'natural extensions': isolated one-particle states (an upper gap in addition to the gap), confinement, other four-dimensional gauge theories with fields added that keep asymptotic freedom and their dynamics, and the extension from R4\mathbb R^4 to general four-dimensional manifoldsKnown. None of these is a requirement, and in Figure 1 only C\mathsf C was placed outside. Isolated one-particle states can be written through the spectrum of the mass operator H2−P2\sqrt{H^2-\mathbf P^2} (P\mathbf P is the momentum) (9-02 seam 6).

spec⁡H2−P2 ∩ (0, m+δ)={m}(some δ>0)(10)\operatorname{spec}\sqrt{H^2-\mathbf P^2}\ \cap\ (0,\,m+\delta)=\{m\}\qquad(\text{some}\ \delta\gt0) \tag{10}

Example: for a free field of mass mm, the one-particle states of Fock space (2-06) sit at mm and two or more particles fill [2m,∞)[2m,\infty); the spectrum is {0}∪{m}∪[2m,∞)\{0\}\cup\{m\}\cup[2m,\infty), and the upper gap is mmKnown. JW §5 also writes that the clustering that follows from the gap (6-10 §08) may carry results on R4\mathbb R^4 to general four-dimensional manifolds ('may make it possible').

09

The book's coordinate system — dictionary, seams, tasks and walls on one grid

We use the two-column grades of the dictionary (8-01 §05) as common coordinates, and plot four lists on nine cells. (a) is "if both exist, are they the same", (b) is "does it exist in four dimensions". The grades of the dictionary rows are as in 8-01; the grades of seams, tasks and walls are this book's arrangement. The grounds are as follows.

Seams: take over the grade of the dictionary row corresponding to the pair of sentences in 9-02 Table 1 (1→1, 2→13, 3→9, 4→8, 5→2, 6→5, 7→14). Tasks: (a) is the strength of the rules leaving the task in Table 2 (theorem or definition = Settled, conditional on the group = Conditional, expectation = Unsettled; K7, K10 and K12, which have no rule, are unrated), (b) is the "Closest result" of Table 1 (Conditional if there is a version with limited scope). Walls: the grade of the dictionary row named by the column of 10-02 Roads tried on the four-dimensional lattice, and walls (H↑, H↓, η, chain → 13; (S4) → 8; limit → 7. One step and Σδ have no row in the dictionary and are unrated).

Example. The thirteen walls that bear on Assumption H gather in the same "Unsettled, None" cell as dictionary row 13 (Λ\Lambda, "a single scale"), seam 2 and task K11. Although the types of wall (10-02 Roads tried on the four-dimensional lattice, and walls) divide into principle, structure, tool, assumption and measurement, on the dictionary they all bear on the same single pair. Only tasks enter "Settled, Conditional": those with a version of limited scope whose arrows to the requirements are theorems or definitions (K1, K2, K4).

Figure 2 Choose a list with the buttons, and its rows are plotted on the nine cells of (a)×(b). "Overlay" plots all four at once. Below the frame: unrated
If JavaScript is disabled, see Table 4.

ComputedThe assignment of grades was made on this machine by the rules above from 8-01 Table 2, 9-02 Table 1 and Tables 1 and 2 of this chapter, and 10-02 Table 3, and the counts (14, 7, 12, 21) were checked.

Table 4 The rows that fall in each of the nine cells and in unrated (numbers are the rows of each table; in the figure, dictionary rows carry # and seams carry S).

(a) / (b)Dictionary (8-01 Table 2)Seams (9-02 Table 1)Tasks (Table 1)Walls (10-02 Table 3)
Settled / Constructed3, 10
Settled / ConditionalK1, K2, K4
Settled / None1, 21, 5K3, K5, K6, K8
Conditional / Constructed12
Conditional / Conditional11K9
Conditional / None4, 5, 6, 7, 84, 6A2, B7, E4
Unsettled / Constructed
Unsettled / Conditional93
Unsettled / None13, 142, 7K11A1, B1, B2, B3, B5, C1, C2, C3, D1, D3, D4, E1, E3
UnratedK7, K10, K12B4, B6, C4, D2, E2

What this chapter can say

SaidNot said
KnownThe statements and current status of the tasks (within the primary sources). The implications R2, R3 and R6 (R3 is the standard argument, with the premises (i)–(iii) of §03) and JW's roadmap sentencesThat twelve exhausts them. The choice of arrows, and requiring limits along the whole sequence (this book's arrangement). Arrows not checked are not counted
ComputedThe minimal sets under the rules of Table 2, and Table 3Counts under other rules. Writing R3 out in detail for observables of four-dimensional Yang–Mills
PhysicsThat if R9 and R10 are granted, K8 and K11 take over the role of K3That R9 and R10 are theorems
ArrangementThe plots of Figure 2 and Table 4 come out mechanically from each table under the rules of §09The choice of rules itself (the grades of seams, tasks and walls are not theorems)
Overall—This site has settled none of the tasks. It does not show the existence of the mass gap or the construction of the continuum limit

Sources and reproduction

ItemKindSource / tools
Quotations from the problem statement (§4, §5, §6, §6.5, footnotes 1 and 2), current status of K2, K3, K6TextA. Jaffe, E. Witten, Quantum Yang–Mills Theory, Clay Math. Inst. (2000)
Reference [45] for the axioms (the A\mathsf A of formula (2))Bibliographic data onlyR. Streater, A. Wightman, PCT, Spin and Statistics and All That, W. A. Benjamin (1964) (bibliographic data from the reference list of JW)
Problems 4.1, 5.1, 5.2 (K7, K8, K10) and the sentences of §4, §5, §6, the definition of C\mathsf CTextS. Chatterjee, Yang–Mills for probabilists, arXiv:1803.01950 (2018)
Theorems 2.2 and 2.4, Definition 2.3 and its remark (K9), the remark on SO(3)SO(3), the presentation in the introductionTextS. Chatterjee, A probabilistic mechanism for quark confinement, arXiv:2006.16229, Comm. Math. Phys. 385 (2021) 1007–1039
Source of the remark on SO(3)SO(3) / small β\beta for K9Bibliographic data onlyJ. Greensite, B. Lautrup, Phys. Rev. Lett. 47 (1981) 9–11 / R. L. Dobrushin, S. B. Shlosman, Constructive criterion for the uniqueness of Gibbs field, in Statistical Physics and Dynamical Systems, Birkhäuser (1985) 347–370 (bibliographic data for both from the reference list of Chatterjee 2021)
Confinement from the σ model / Zn\mathbb Z_n to SU(n)SU(n) HiggsBibliographic data onlyB. Durhuus, J. Fröhlich, CMP 75 (1980) 103–151 / J. Fröhlich, Phys. Lett. B 83 (1979) 195–198 (titles and the presentation in Chatterjee 2021)
Reflection positivity, reconstruction, small β\beta for K10Abstract, bibliographic data onlyK. Osterwalder, E. Seiler, Ann. Phys. 110 (1978) 440–471 (abstract: existence and analyticity of the infinite-volume limit at strong coupling, Wilson's confinement estimate) / K. Osterwalder, R. Schrader, CMP 31 (1973) 83–112; 42 (1975) 281–305
Current status of K1Abstract and preface / text pp.325–328 (6-07)T. Bałaban, Comm. Math. Phys. 122 (1989) 355–392 / J. Magnen, V. Rivasseau, R. Sénéor, Comm. Math. Phys. 155 (1993) 325–383
Strong coupling for K2 and K7, finite groups for K7Text §1 (9-01)H. Shen, R. Zhu, X. Zhu, arXiv:2204.12737, Comm. Math. Phys. 400 (2023) 805–851 / A. Adhikari, S. Cao, arXiv:2202.10375, Ann. Probab. 53 (2025) 140–174
Driver's Corollary 6.7 for K4Introduction of the textB. K. Driver, CMP 123 (1989) 575–616
Current status of K5Text (6-08)M. Aizenman, H. Duminil-Copin, Marginal triviality of the scaling limits of critical 4D Ising and ϕ44\phi^4_4 models, Ann. of Math. 194 (2021) 163, arXiv:1912.07973
Three-dimensional U(1)U(1) for K10AbstractM. Göpfert, G. Mack, Proof of confinement of static quarks in 3-dimensional U(1) lattice gauge theory for all values of the coupling constant, CMP 82 (1982) 545–606 (abstract (INSPIRE): Villain action, positive string tension at all couplings, the continuum limit at fixed mDm_D is a free scalar field. Text not read. The year is Crossref's year of publication; INSPIRE gives 1981)
Statement and current status of K11The record kept on this machineFormulas (3) and (6) of 7-12, and its table of sources
Current status of K12Text §1.1 (6-06)I. Chevyrev, Stochastic quantisation of Yang–Mills, J. Math. Phys. 63 (2022) 091101, arXiv:2202.13359
Chapters of this book cited in the textKnown0-03 §08 (footnote 2, weak convergence), 1-04 §06 and §07 (Schur's lemma, the centre), 4-06 §02 (b0b_0), 4-10 and 4-11 §02 (reconstruction and μF\mu_F), 6-04 §08 (cluster expansion), 6-10 §04, §06 and §07 (ren, m<∞m\lt\infty, formula (7))
Formulas (5) and (10)KnownThe spectral theorem and reconstruction (4-10, 4-11), Fock space (2-06)
Table 3, Figure 1ComputedPython on this machine: graph.py (closures and minimal sets over 4096 subsets × three levels × with and without centre). The figure uses the same rules
Table 4, Figure 2ComputedPython (coord.py; reads 8-01 Table 2, 9-02 Table 1, Tables 1 and 2, and 10-02 Table 3, makes the assignment and checks the number of rows)

Next chapter to read: 9-05 Common misconceptions, which takes ways of speaking that mistake the tasks back to the words of the problem statement. The tasks on the side of the record kept on this machine are in 10-15.

← 9-03 Candidates for new conceptsContents9-05 Common misconceptions →

Revised 2026-10-01: first version.