computo ergo sum

2026-10-15 · chapter Yang–Mills and the mass gapPart 13 The crossover bandultraviolet control, a class that closes in one step, the flow of the coupling · Kiichi, Shiori and Rin

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. The map
  97. Part 9 Where things stand, and open tasks
  98. 9-01 How far the world has come
  99. 9-02 Where the two ways of digging part
  100. 9-03 Candidates for new concepts
  101. 9-04 The list of open tasks
  102. 9-05 Common misconceptions
  103. 9-06 The stages a proof must contain — the table of seven stages
  104. The first road — from the direction of time
  105. Part 10 The first road, first half — from the direction of time: the mass gap and the diffusive-relaxation-time assumption
  106. 10-00 Entrance — the staircase, and the random walk, the ruler and the clock
  107. 10-01 The line of construction and Assumption ξ²
  108. 10-02 Roads tried on the four-dimensional lattice, and walls
  109. 10-03 The four steps of the staircase — why we start from 0+1 dimensions
  110. 10-04 The path measure of the double well, and kinks
  111. 10-05 The statement of the first step — four conditions and Proposition 4.5
  112. 10-06 (H1) Local Poincaré within a phase
  113. 10-07 The map of (H2) — seven routes and the seam of the ring
  114. 10-08 What computer-assisted means — the conditions on the chain inside the window
  115. 10-09 The sector framework and the three strands of route 5
  116. 10-10 The list of detour plans — types of breakage
  117. 10-11 (H3)(H4) and the constant of the core
  118. 10-12 The integrated table and the dependency graph
  119. 10-13 Lean statements and the limits of machine checking
  120. 10-14 Reconciliation — the numbers of the record and the known numbers
  121. 10-15 What remains and its cost — the distance to a theorem
  122. 10-16 What is not claimed
  123. 10-17 Insights and small questions
  124. Part 11 The first road, second half — repairing the form of the assumption, making time continuous
  125. 11-00 Further considerations — entrance
  126. 11-01 One form that obstructs Assumption ξ² — a nearly conserved global quantity
  127. 11-02 Choosing the ruler and the coordinates again — the length at which conservation breaks
  128. 11-03 Two ways to repair Assumption ξ² — the sector Assumption ξ² and the local Assumption ξ²
  129. 11-04 Which Assumption ξ² the one-sided bridge needs
  130. 11-05 Making time continuous — the Hamiltonian lattice and the vacuum measure
  131. 11-06 Paying with rarity instead of convexity — renormalisation on groups and log-Sobolev
  132. 11-07 Because it is four dimensions — the dimensionless coupling and topology
  133. 11-08 Questions, and what is not claimed
  134. 11-A1 Table of notation for Part 11
  135. The second road — from the direction of space
  136. Part 12 The second road: from the direction of space — a small twisted T² and confinement
  137. 12-00 Entrance — space, not time
  138. 12-01 The twisted T² and 't Hooft flux
  139. 12-02 Vortices and fractional instantons
  140. 12-03 Containers — conditioning on the frame makes things independent
  141. 12-04 Slab confinement
  142. 12-05 Vortex-insertion identities
  143. 12-06 Driven insertion and the flow lemma
  144. 12-07 Why fixed maps fail
  145. 12-08 The measured record
  146. 12-09 Where this road stops — widening the T² is the band
  147. The crossover band — two roads reach the same wall
  148. Part 13 The crossover band — two roads reach the same wall
  149. 13-00 Entrance — confluence
  150. 13-01 The correct form of the band
  151. 13-02 Reduction to a single inequality
  152. 13-03 The only place where non-abelian enters
  153. 13-04 Structure alone cannot cross
  154. 13-05 The chessboard and simultaneous flips
  155. 13-06 Renormalisation comparison — a comparison that distinguishes groups
  156. 13-07 The band seen from the side of time
  157. 13-08 A map of the roads tried and stopped
  158. 13-09 The measured record
  159. 13-10 Candidate new viewpoints
  160. 13-11 Ultraviolet control — what it means to close at infinitely many steps
  161. Closing
  162. Part 14 Closing — conditional statements
  163. 14-00 Entrance — the promise of this part
  164. 14-01 The conditional statement — the mass gap and confinement, arrow by arrow
  165. 14-02 The ledger of conditions
  166. 14-03 The table of questions (a cross-index)
  167. 14-04 What is not claimed (a cross-index)
  168. Appendices
  169. A-01 Table of notation
  170. A-02 Glossary
  171. A-03 Guide to the literature
  172. A-04 Lean and machine checking
  173. A-05 How this book was made
  174. A-06 Index of assumptions
  175. A-07 Papers that came out of this book

Ultraviolet control — what it means to close at infinitely many steps

What this chapter shows — When the lattice spacing aa is sent to 0, the number of renormalisation steps log⁡L(L0/a)\log_L(L_0/a) grows without bound. What is then needed is to show, at every step and without the constants degrading, that "one step returns to the same form". In four dimensions the coupling is dimensionless, so the sum of the losses of size gk2g_k^2 per step diverges like the logarithm of the number of steps, and one must build a class that absorbs the losses exactly into the flow of the coupling (a line-by-line calculation). For a group-valued field, among the tools of the weight for flat fields, the property "closes in one step under the expectation of the fluctuations" is missing, and the seams where the gauge is re-fixed scale by scale also enter the estimates. Bałaban's series stops by assuming "the effective coupling stays small", and the theorem that removes this is unpublished. That assumption splits into "an estimate of the one-step remainder" and "continuity" (Lemma F).

Prerequisite chapters — 6-05 (the sequence of renormalisation group steps), 6-06 (three dimensions), 6-07 (four dimensions: Bałaban and MRS), 11-07 §05 (the three roots of the difficulty), 11-06 §07 (the class of measures that pay with rarity and the four properties of the weight), 13-00 (confluence), 14-02 (the ledger of conditions).

Said first — This chapter deals with ① ultraviolet control in the ledger of conditions: the bottom row of 9-06 Figure 1, the foundation underneath both of the two roads. It is a different task from the crossover band (the band), and deals only with the side of scales finer than the band. This chapter does not prove ①. What it gives is a statement of what has to be shown, a line-by-line calculation, and two elementary lemmas (Lemma R and Lemma F); each of them only restates a part of ①, or splits ① into two other conditions. A note on symbols: in this chapter LL is the blocking factor (in most cases 2) and L0L_0 is the side of the fixed box (as in 6-05 §01). These are different from N,MN,M in 13-06 (the size of the slab lattice).

The order of this chapter
  1. What problem is to be shown — the number of steps, the same form, the three conditions (U1)(U2)(U3)
  2. Difficulty 1: the dimensionless coupling — the sum of losses diverges logarithmically (equations (4)–(8))
  3. Difficulty 2: a group-valued field — the four properties of the weight and Lemma R
  4. Difficulty 3: gauge symmetry — convexity in the orbit directions, re-fixing at each scale
  5. The five stages of Bałaban's series and where it stopped (Table 1)
  6. The pattern of misreading a one-step estimate as an all-step proof (Table 2)
  7. Lemma F: the self-containment of the flow of the coupling — splitting assumption (U3) in two
  8. A test bench with the zero modes removed — the small twisted T4T^4 and two-dimensional O(4)O(4)
  9. Directions being tried (Table 3)
  10. The shape of the mathematics that is needed — the bundle of rules (Table 4)
  11. What cannot be said
  12. The table of the five grades and the dependency graph (Table 5)

00

What this chapter shows

01

What problem is to be shown — the number of steps, the same form, the three conditions

The object is Wilson's lattice for SU(2)SU(2) on a four-dimensional torus of side L0L_0, with lattice spacing aa. L0L_0 is fixed at a physical scale, and only aa is varied. As in 6-05 §01, we repeat blocking with factor LL and integrate from the finest scale upwards. The number of steps is

K=log⁡LL0a ⟶ ∞(a→0)(1)K=\log_L\frac{L_0}{a}\ \longrightarrow\ \infty\qquad(a\to0) \tag{1}

Proved here (from the definition). Example: if L=2L=2 and L0/a=220L_0/a=2^{20}, then K=20K=20, and each halving of aa adds one step. Writing ρk\rho_k for the weight (effective density) after step kk, we have Z=∫ρ0=∫ρ1=⋯=∫ρKZ=\int\rho_0=\int\rho_1=\cdots=\int\rho_K.

The same form. In Bałaban's method, at each step the lattice is divided into a small-field region Ω\Omega and its outside, and one sums over all the ways of dividing it (6-05 §04). The form the effective density must keep is, in abbreviated notation,

ρk(V)=∑Ωχ(Ω,V) ζ(Ωc,V) exp⁡(−1gk2AΩ(V)−∑X⊂ΩEk(X,V)) Rk(Ωc,V)(2)\rho_k(V)=\sum_{\Omega}\chi(\Omega,V)\,\zeta(\Omega^c,V)\,\exp\Bigl(-\frac1{g_k^2}A_\Omega(V)-\sum_{X\subset\Omega}E_k(X,V)\Bigr)\,R_k(\Omega^c,V) \tag{2}

Cited (the form follows the exposition for scalar fields, Dimock II §1, and the wording of the three-dimensional theorem; 6-05 §07). AΩA_\Omega is Wilson's action on the small-field region (written in terms of the background field), Ek(X,⋅)E_k(X,\cdot) is a correction localised on a connected lump XX, RkR_k is the factor carried by the large-field region, and gkg_k is the effective coupling at step kk.

The three conditions. Ultraviolet control means keeping the form (2) at every step while satisfying the following three. The constants r,C,κ,c,γr,C,\kappa,c,\gamma depend neither on the step kk nor on the lattice spacing aa.

The three put the content of ① into the words of this book, and none of them has been shown in four dimensions Assumption (the row ① of the ledger in 14-02).

The form of closing in one step. Let the class K(g; r,κ,c)\mathcal K(g;\,r,\kappa,c) be "the collection of effective densities that have the form (2) and satisfy (U1)(U2) at coupling gg with constants r,κ,cr,\kappa,c". What has to be shown is

ρk∈K(gk; r,κ,c) ⟹ ρk+1∈K(gk+1; r,κ,c),1gk+12=1gk2−2b0ln⁡L+rk(3)\rho_k\in\mathcal K(g_k;\,r,\kappa,c)\ \Longrightarrow\ \rho_{k+1}\in\mathcal K(g_{k+1};\,r,\kappa,c),\qquad \frac1{g_{k+1}^2}=\frac1{g_k^2}-2b_0\ln L+r_k \tag{3}

The point is that the constants r,κ,cr,\kappa,c are the same on both sides, and only the coupling may move. b0=22/(48π2)b_0=22/(48\pi^2) is the one-loop coefficient for SU(2)SU(2) (6-07 §01), and rkr_k is the remainder in the flow of the coupling.

Let us see the difference between a one-step estimate and an all-step proof in a single number. If a one-step estimate comes only in the form "constant rk+1≥rk(1−δk)r_{k+1}\ge r_k(1-\delta_k)", then what is left after KK steps is

rK ≥ r0∏k=0K−1(1−δk),∏k=0K−1(1−δk) ≥ exp⁡(−2∑k=0K−1δk)(0≤δk≤12)r_K\ \ge\ r_0\prod_{k=0}^{K-1}(1-\delta_k),\qquad \prod_{k=0}^{K-1}(1-\delta_k)\ \ge\ \exp\Bigl(-2\sum_{k=0}^{K-1}\delta_k\Bigr)\quad(0\le\delta_k\le\tfrac12)

Proved here (the inequality on the right follows from ln⁡(1−x)≥−2x\ln(1-x)\ge-2x for 0≤x≤120\le x\le\frac12). If the sum of losses ∑kδk\sum_k\delta_k is finite uniformly in KK, the constant stays positive uniformly in KK. If the sum grows with KK, the constant degrades with the number of steps. The content of ultraviolet control is making this sum finite. Bałaban's three-dimensional theorem (equation (10) in 6-05 §07) and the four-dimensional theorem of 1989 (6-07 §03) carry out an induction of this form in finite volume Cited.

02

Difficulty 1: the dimensionless coupling — the sum of losses diverges logarithmically

In four dimensions the coupling gg has no dimension of length, and the only thing that weakens the coupling at fine scales is asymptotic freedom (11-07 §01). Cutting the one-loop flow into steps, with b:=2b0ln⁡L>0b:=2b_0\ln L\gt0,

1gk+12=1gk2−b(4)\frac1{g_{k+1}^2}=\frac1{g_k^2}-b \tag{4}

Cited (equation (9) of 6-05 §06, keeping only one loop). Below, we treat (4) as an exact equation and count the sum of losses line by line.

(a) The sequence of couplings. Fix the coupling at the coarsest step at gK=g∗g_K=g_*, and write in terms of the step j=K−kj=K-k counted from the coarse end (j=1,…,Kj=1,\dots,K). Using (4) jj times,

1gK−j2=1g∗2+bj,1(b+g∗−2) j ≤ gK−j2 ≤ 1bj(j≥1)(5)\frac1{g_{K-j}^2}=\frac1{g_*^2}+bj,\qquad \frac1{(b+g_*^{-2})\,j}\ \le\ g_{K-j}^2\ \le\ \frac1{bj}\quad(j\ge1) \tag{5}

Proved here. The inequality on the left comes from 1/g∗2+bj≤(1/g∗2+b)j1/g_*^2+bj\le(1/g_*^2+b)j (j≥1j\ge1), and the one on the right just drops 1/g∗2>01/g_*^2\gt0. The coupling is smaller on the finer side, but only like 1/j1/j.

(b) The sum. Comparing with the integral of 1/x1/x, ln⁡(K+1)≤∑j=1K1j≤1+ln⁡K\ln(K+1)\le\sum_{j=1}^K\frac1j\le1+\ln K, so adding up (5),

ln⁡(K+1)b+g∗−2 ≤ ∑k=0K−1gk2 ≤ 1+ln⁡Kb(6)\frac{\ln(K+1)}{b+g_*^{-2}}\ \le\ \sum_{k=0}^{K-1}g_k^2\ \le\ \frac{1+\ln K}{b} \tag{6}

Proved here. If there is a loss of size gk2g_k^2 at each step, its sum keeps growing like the logarithm of the number of steps. Example: for SU(3)SU(3) and L=2L=2, 1/b=1/(2b0ln⁡2)≈10.41/b=1/(2b_0\ln2)\approx10.4, and each doubling of KK raises the upper bound by (ln⁡2)/b≈7.2(\ln2)/b\approx7.2. This matches the partial sums in 6-05 Table 4, which grow by about 7.2 with each doubling of KK (arithmetic).

(c) The product. If at each step a constant (the radius of analyticity, the rate of decay, the lower bound of the Hessian, and so on) shrinks by a factor 1−cgk21-cg_k^2, then from 1−x≤e−x1-x\le e^{-x} and the left of (6),

∏k=0K−1(1−c gk2) ≤ exp⁡(−c∑k=0K−1gk2) ≤ (K+1)−c/(b+g∗−2) ⟶ 0(K→∞)(7)\prod_{k=0}^{K-1}\bigl(1-c\,g_k^2\bigr)\ \le\ \exp\Bigl(-c\sum_{k=0}^{K-1}g_k^2\Bigr)\ \le\ (K+1)^{-c/(b+g_*^{-2})}\ \longrightarrow\ 0\qquad(K\to\infty) \tag{7}

Proved here (in the range cgk2≤1cg_k^2\le1). Since K=log⁡L(L0/a)K=\log_L(L_0/a), the constant goes to 0 like a power of ln⁡(1/a)\ln(1/a). Slowly, but not uniformly.

(d) The size at which the sum is finite. If the loss is of size gk2+δg_k^{2+\delta} (δ>0\delta\gt0), then from the right of (5)

∑k=0K−1gk2+δ ≤ ∑j=1∞(bj)−1−δ/2 = b−1−δ/2 ζ(1+δ2) < ∞(8)\sum_{k=0}^{K-1}g_k^{2+\delta}\ \le\ \sum_{j=1}^{\infty}(bj)^{-1-\delta/2}\ =\ b^{-1-\delta/2}\,\zeta\bigl(1+\tfrac\delta2\bigr)\ \lt\ \infty \tag{8}

and this is finite uniformly in KK Proved here. For δ=2\delta=2 (a loss of gk4g_k^4, the size next to one loop) it is π2/(6b2)\pi^2/(6b^2).

Hence what is needed. Putting (7) and (8) together, the part that moves by size gk2g_k^2 after one step cannot be carried as an "error". That part must be made the motion of the parameter of the class itself. Concretely, one defines the class K\mathcal K in a form that has the coupling gg as its parameter, reads off the coefficient of the leading term (the Wilson term, the direction of F2F^2) from the effective action after one step, and sets that to be gk+1g_{k+1}. In this way the part of size gk2g_k^2 is absorbed exactly into the flow of the coupling (3). The losses left after absorption (such as the degradation of the constants of the localised corrections EkE_k) must be confined to sizes whose sum is finite, of the type (8) — typically O(gk4)O(g_k^4), or irrelevant terms that shrink geometrically in the scale Proved here (a requirement that follows from the arithmetic of (7)(8), in the case where the one-step losses act multiplicatively).

On the side of the flow of the coupling things are different. The remainder rkr_k in (3) may be allowed, in the variable 1/g21/g^2, to be of size ∣rk∣≤Cgk2|r_k|\le Cg_k^2 (the size of two loops); its sum grows like ln⁡K\ln K as in (6), but since 1/gk21/g_k^2 itself grows like bKbK, the sequence of couplings does not collapse. What is needed is that the sequence stays in (0,γ](0,\gamma], and that is handled by Lemma F in §07.

Contrast with three dimensions. In three dimensions g2g^2 has the dimension of length to the power −1-1, the dimensionless coupling at step kk has the form g2Lkag^2L^ka and is geometrically small on the fine side, and ∑kgk2\sum_kg_k^2 is finite (it stays within 2 in 6-05 Table 4) Cited. Bałaban 1985 writes that the types that can diverge are finitely many, that the counterterm needed is a single constant, and that by semisimplicity there are no variables that grow in the effective action (relevant variables) (6-06 §05) Cited. In three dimensions the one-step loss gk2g_k^2 can be carried as an error, and there is no need to follow the flow of the coupling. In four dimensions the F2F^2 term is exactly marginal and must be followed. This is the precise form, on the ultraviolet side, of root (R1) in 11-07 Table 3.

Example: in the one-link heat-kernel class the losses form a telescoping sum

We look at how "absorption" appears for the smallest field, taking as weight a one-link class function of SU(2)SU(2) (a function only of the angle θ\theta from the identity) and a flow that convolves it with the heat kernel one step at a time (the candidate in 11-06 §07, and question F7 of 11-08). Every sentence in this section is a sentence about one link, the heat-kernel class, and the range written below, and says nothing about a four-dimensional step that includes many links and the couplings between plaquettes.

The heat kernel pτp_\tau is a semigroup, pτ∗pt=pτ+tp_\tau*p_t=p_{\tau+t}, so within the family of heat kernels the result of one step is again a heat kernel, and only the parameter τ\tau (which plays the part of the inverse of the effective coupling) moves by tt Proved here (the semigroup property alone). So every quantity computed from a heat-kernel weight is a function only of the parameter at that moment, and when the changes over successive steps are added up only the difference of the end values remains (a telescoping sum). It does not become a product Proved here.

In coordinates divided by the centre Z2\mathbb Z_2 (SO(3)SO(3), θ∈[0,π/2]\theta\in[0,\pi/2], with the branching set tr⁡U=0\operatorname{tr}U=0 at θ=π/2\theta=\pi/2), write κ\kappa for the minimum of the Bakry–Émery curvature outside the layer ∣θ−π/2∣<h|\theta-\pi/2|\lt h. For weights obtained by starting from Wilson's weight and convolving with the heat kernel, the curvature outside the layer was positive at every point of β∈{2,3,4,6,8}\beta\in\{2,3,4,6,8\}, t∈{0,0.05,0.1,0.2,0.5}t\in\{0,0.05,0.1,0.2,0.5\}, with layer half-width h=β′−1/2h=\beta'^{-1/2} (for the undivided SU(2)SU(2) it was negative at every point of the same range) Reading (two independent implementations, by the character series and in position space, agree). The curvature outside the layer takes the form κ/β=A(h)+B(h)/β\kappa/\beta=A(h)+B(h)/\beta (apart from exponentially small terms), and for Wilson's weight A=sin⁡hA=\sin h, B=2B=2 Reading (there is a record of the derivation but it is not put in the book; for the heat-kernel weights it agrees with the numbers).

Applying this form to a four-dimensional step β′=β−8b0ln⁡L\beta'=\beta-8b_0\ln L ((4) written with β=4/g2\beta=4/g^2), the leading term AβA\beta moves with the coupling (the part that is absorbed), and the one-step change of κ/β\kappa/\beta is B (1/β′−1/β)=O(1/β2)=O(g4)B\,(1/\beta'-1/\beta)=O(1/\beta^2)=O(g^4), a loss whose sum is finite, of the type (8) Reading (a reading obtained by applying the form above). The candidate κj+1≥κj(1−c/βj)\kappa_{j+1}\ge\kappa_j(1-c/\beta_j) that 11-06 §07 put forward is a product of type (7), which goes to 0 like a power of the number of steps, but within this class it is too pessimistic.

There are, however, three reservations. (i) The rate of rarity of the layer is proportional to β\beta, drops by O(1)O(1) at each step, and runs out at β=O(1)\beta=O(1) Reading. This is the one-link form of what Part 11 calls "the coupling window" (11-06 §07), not a new obstacle on the ultraviolet side. (ii) What the convexity of the divided coordinates can pay for is only the centre-invariant (adjoint) part; the Z2\mathbb Z_2 sign of each link needs another currency. With many links, this sign part corresponds to centre vortices Reading (a physical estimate). (iii) A four-dimensional renormalisation step is not a one-link heat-kernel convolution; it involves many links and the couplings between plaquettes. Whether the form A+B/βA+B/\beta is preserved there has not been examined.

03

Difficulty 2: a group-valued field — the four properties of the weight, and their group version

The edge variables UlU_l of the lattice are elements of the group GG. Group elements cannot be scaled, nor added and divided (6-05 §05 (i)(ii)) Cited. Since the group is compact the field is bounded, but a "large field" is the far side of the group (far from the identity), where the curvature of Wilson's one-link weight is negative (Proposition 3 of 11-06 §03) Proved here (proved in 11-06). Large fields can only be paid for with rarity, not with convexity.

The tools for flat fields. In the renormalisation of scalar fields, the rarity of large fields is put into the norm of a weight (regulator) G~(X,ϕ)\tilde G(X,\phi), and closing under the expectation of one step is derived from the following four properties Cited (Appendix A.6 of the book by Bauerschmidt–Brydges–Slade; 11-06 §07).

  1. It factorises into a product over disjoint sets.
  2. G~(X,ϕ+ϕ′)≤G~2(X,ϕ) G~2(X,ϕ′)\tilde G(X,\phi+\phi')\le\tilde G^2(X,\phi)\,\tilde G^2(X,\phi') (for a sum of fields).
  3. E+G~t(X)≤2∣B(X)∣\mathbb E_+\tilde G^t(X)\le2^{|B(X)|} (closes in one step under the expectation of the fluctuations).
  4. G~t≤G~+\tilde G^t\le\tilde G_+ (bounded by the weight of the next step).

From these follows the one-step estimate ∥E+θK(X)∥G~+≤2∣B(X)∣∥K(X)∥G~\|\mathbb E_+\theta K(X)\|_{\tilde G_+}\le2^{|B(X)|}\|K(X)\|_{\tilde G} (Lemma A.6.1). Property 2 uses the addition of fields ϕ+ϕ′\phi+\phi', and property 3 uses the fact that the fluctuations are Gaussian variables independent of the background.

Property 2 on the group. Split the edge variable into background and fluctuation as Ul=Wl eAlU_l=W_l\,e^{A_l} (Wl∈GW_l\in G, and AlA_l an element of the Lie algebra su(N)\mathfrak{su}(N)). Let l1,…,l4l_1,\dots,l_4 be the edges on the boundary of a plaquette pp and si∈{±1}s_i\in\{\pm1\} their orientation signs, set U∂p=∏iUlisiU_{\partial p}=\prod_iU_{l_i}^{s_i}, and define W∂pW_{\partial p} in the same way. The norm is the operator norm.

Lemma R. For G=SU(N)G=SU(N),

∥U∂p−1∥ ≤ ∥W∂p−1∥+∑i=14∥Ali∥,∥U∂p−1∥2 ≤ 2∥W∂p−1∥2+8∑i=14∥Ali∥2(9)\|U_{\partial p}-1\|\ \le\ \|W_{\partial p}-1\|+\sum_{i=1}^4\|A_{l_i}\|,\qquad \|U_{\partial p}-1\|^2\ \le\ 2\|W_{\partial p}-1\|^2+8\sum_{i=1}^4\|A_{l_i}\|^2 \tag{9}

Proved here Proof. (1) Split each factor into a WW part and a fluctuation part. If s=+1s=+1, WeA=W⋅YWe^{A}=W\cdot Y (Y=eAY=e^{A}); if s=−1s=-1, (WeA)−1=W−1⋅Y(We^{A})^{-1}=W^{-1}\cdot Y (Y=We−AW−1Y=We^{-A}W^{-1}). In both cases YY is a conjugate of e±Ae^{\pm A}. (2) In the product W1′Y1W2′Y2W3′Y3W4′Y4W_1'Y_1W_2'Y_2W_3'Y_3W_4'Y_4 (Wi′=WlisiW_i'=W_{l_i}^{s_i}), move each YiY_i to the right of the W′W' to its right by YW′=W′(W′−1YW′)YW'=W'(W'^{-1}YW'); then U∂p=W∂p Y1′′Y2′′Y3′′Y4′′U_{\partial p}=W_{\partial p}\,Y_1''Y_2''Y_3''Y_4'', and each Yi′′Y_i'' is a conjugate of e±Alie^{\pm A_{l_i}}. (3) For unitary matrices, repeating ∥XY−1∥≤∥X−1∥+∥Y−1∥\|XY-1\|\le\|X-1\|+\|Y-1\| and ∥hYh−1−1∥=∥Y−1∥\|hYh^{-1}-1\|=\|Y-1\| (equation (8) of 6-05) gives ∥U∂p−1∥≤∥W∂p−1∥+∑i∥e±Ali−1∥\|U_{\partial p}-1\|\le\|W_{\partial p}-1\|+\sum_i\|e^{\pm A_{l_i}}-1\|. (4) AA is anti-Hermitian and so unitarily diagonalisable, and for an eigenvalue eiϑe^{i\vartheta}, ∣eiϑ−1∣=2∣sin⁡(ϑ/2)∣≤∣ϑ∣≤∥A∥|e^{i\vartheta}-1|=2|\sin(\vartheta/2)|\le|\vartheta|\le\|A\|. Hence ∥e±A−1∥≤∥A∥\|e^{\pm A}-1\|\le\|A\|. (5) The squares follow from (x+y)2≤2x2+2y2(x+y)^2\le2x^2+2y^2 and (∑i≤4yi)2≤4∑iyi2(\sum_{i\le4}y_i)^2\le4\sum_iy_i^2. ∎

Corollary (decomposition of the weight). Setting Gc(X,U):=exp⁡(c∑p⊂X∥U∂p−1∥2)G_c(X,U):=\exp\bigl(c\sum_{p\subset X}\|U_{\partial p}-1\|^2\bigr) (c>0c\gt0), since on a four-dimensional lattice an edge lies on at most 6 plaquettes,

Gc(X,WeA) ≤ Gc(X,W)2⋅exp⁡(48c∑l∈X∥Al∥2)(10)G_c(X,We^{A})\ \le\ G_c(X,W)^2\cdot\exp\Bigl(48c\sum_{l\in X}\|A_l\|^2\Bigr) \tag{10}

Proved here (sum the second of (9) over p⊂Xp\subset X; 8×6=488\times6=48). This is the version of property 2 in which the sum of fields is replaced by "background × fluctuation", and on the fluctuation side the weight is of Gaussian type. It may be a known elementary fact (an estimate of the same form may appear in the large-field papers of the series, but we have not checked the text).

What is missing on the group is property 3. On a group the measure of the fluctuations depends on the background (propagators in a background field, the title of the foundational papers in 6-07 Table 1). So estimating E+Gt\mathbb E_+G^t requires regularity of the background, and in large-field regions where the background lies on the far side of the group, the fluctuations are not a small perturbation of the background. Not even the statement of the group version of property 3 has been written yet Assumption (set down as a component that is needed). (10) speaks only of property 2 and does not touch on closing in one step.

Models without gauge are also stuck. The two-dimensional O(N)O(N) sigma model (N≥3N\ge3) has no gauge and is a model with a dimensionless coupling and asymptotic freedom, yet its ultraviolet limit has not been constructed even in finite volume (Rivasseau 2000 lists it as an open problem) Cited. The case O(4)O(4) is the principal chiral model, whose field takes values in S3=SU(2)S^3=SU(2). As of 2024, transplanting Bałaban's method has reached the variational problem and the background-field stage (Goswami, a family of two-dimensional nonlinear sigma models; Dybalski–Stottmeister–Tanimoto, two-dimensional O(4)O(4): the equation for the critical point is derived by the calculus of variations on the Lie group and solved by a contraction mapping) Cited (both from abstracts). On the other hand, the fermionic two-dimensional Gross–Neveu model (the massive case) has been constructed (11-07 Table 3) Cited.

Reading from the contrast Reading (a physical estimate): the core of the wall can be read as lying in the combination "a field that takes values in a group (a nonlinear manifold)", "a dimensionless coupling (root (R1))" and "large fields", with gauge invariance a layer sitting on top of it. We do not say that gauge invariance is not an essential difficulty.

04

Difficulty 3: gauge symmetry — convexity in the orbit directions, and re-fixing at each scale

There is no convexity in the orbit directions. On a finite lattice the group of gauge transformations is a product of compact groups, and the action VV is gauge invariant, that is, constant along orbits.

Proposition O. Let VV be a smooth gauge-invariant function on the configuration space (a compact manifold), and x0x_0 a minimum point of VV. For a tangent vector ξ≠0\xi\ne0 to the orbit through x0x_0, Hess⁡V(x0)(ξ,ξ)=0\operatorname{Hess}V(x_0)(\xi,\xi)=0. In particular, if there is even one such ξ\xi, then Hess⁡V≥m g\operatorname{Hess}V\ge m\,g (m>0m\gt0) does not hold.

Proved here Proof. Let γ(t)=etη⋅x0\gamma(t)=e^{t\eta}\cdot x_0 (η\eta an element of the Lie algebra of gauge transformations with γ′(0)=ξ\gamma'(0)=\xi). Then V(γ(t))=V(x0)V(\gamma(t))=V(x_0) holds for all tt. Since dV(x0)=0dV(x_0)=0, d2dt2V(γ(t))∣t=0=Hess⁡V(x0)(ξ,ξ)+dV(x0)(∇γ′γ′)=Hess⁡V(x0)(ξ,ξ)\frac{d^2}{dt^2}V(\gamma(t))|_{t=0}=\operatorname{Hess}V(x_0)(\xi,\xi)+dV(x_0)(\nabla_{\gamma'}\gamma')=\operatorname{Hess}V(x_0)(\xi,\xi), and the left-hand side is 0. ∎

Tools that rely on convexity (Bakry–Émery, Brascamp–Lieb) cannot be used unless the orbit directions are removed Reading (a physical estimate; the same as the "theory" paragraph of 11-07 §05). To remove them one fixes the gauge, but there is no continuous global gauge fixing that works for all configurations at once (Gribov 1978, Singer 1978) Cited (bibliographic only; 6-05 §05).

A gauge works only at the size of a block. Taking the complete axial gauge on a two-dimensional block of side ℓ\ell, the plaquette condition ∥U∂p−1∥<ε\|U_{\partial p}-1\|\lt\varepsilon gives for edges only ∥Ub−1∥<ℓ ε\|U_b-1\|\lt\ell\,\varepsilon (6-05 §05) Proved here (proved in 6-05). Once ℓε\ell\varepsilon exceeds 2 this says nothing, so the gauge is chosen anew at each scale, within the size of a block. Bałaban's three-dimensional theorem introduces the axial gauge block by block by the Faddeev–Popov method (6-06 §05) Cited. We have not checked in the text how the gauge is chosen concretely in the four-dimensional papers (6-07 Table 3).

The seams of re-fixing. The gauge at step kk and the gauge at step k+1k+1 are different, and the re-fixing is a field-dependent gauge transformation. Its Jacobian (the Faddeev–Popov determinant) and the terms that appear at the seams between neighbouring blocks also enter the effective action, and within the class of (3) they must be estimated as losses whose sum is finite in the sense of §02 Reading (a physical estimate; it states the form of the estimate that is needed). MRS, constructed with a continuum cutoff, also joins the axial gauge of the large-field region with the background-field-dependent gauge of the small-field region, and has seams of the same type (6-07 §06) Cited.

In terms of roots, §03 and §04 write (R3) of 11-07 Table 3 (there is no global gauge fixing, and large fields cannot be controlled by convexity) broken down within one step. In this chapter, which deals only with the ultraviolet, the coupling is small at every step, so root (R2) (there is no expansion connecting the ultraviolet and the infrared) does not appear Reading (a physical estimate).

05

The five stages of Bałaban's series and where it stopped

Dividing Bałaban's series on gauge theories (Commun. Math. Phys., 1983–1989) into five stages by the work each takes on gives Table 1. The bibliography is the same as in 6-07 Table 1; the only text we have checked is the opening of the three-dimensional paper and the abstract and introduction of the last paper. The "work it takes on" in the other rows is read from the titles, not checked against the content.

Table 1 The five stages of Bałaban's series (labels are for the range checked; the one-line content is from the titles)
StagePapers (CMP volume, year, page)Work it takes onCorrespondence with the three conditionsLabel and range checked
1 Foundation89 (1983) 571, 95 (1984) 17, 96 (1984) 223Regularity and decay of lattice Green functions. The block-averaging transformation and the propagators under itComponents for every stepCited Bibliography and titles only
2 Averaging of group-valued fields, and gauge98 (1985) 17, 99 (1985) 75Gauge-covariant averaging operations. The space of regular (small-field) configurations, and gauge fixing that works locally on itHandling (R3) of §03 and §04Cited Bibliography and titles only
3 Background field99 (1985) 389, 102 (1985) 277Propagators in a background field. The variational problem with the averages fixed, and the background fieldThe entrance to (U1)Cited Bibliography and titles only
4 Small-field expansion and the coupling109 (1987) 249, 116 (1988) 1, 119 (1988) 243The effective action in the small-field approximation, and the renormalisation of the four-dimensional coupling constant. Cluster expansions and convergent renormalisation expansionsThe perturbative part of (U1), (U3)Cited Bibliography and titles only
5 Large fields122 (1989) 175, 122 (1989) 355The basic step of the R operation. Localisation, exponentiation, estimates. Theorem 1(U2). (U3) is assumedCited Abstract and introduction of the last paper, pp. 355–356
(Three dimensions)102 (1985) 255Ultraviolet stability in three dimensions (equation (10) of 6-05). The author writes 'the proof is very sketchy'(U1)(U2) in three dimensions. (U3) is not needed (§02)Cited Text pp. 255–257

Where it stopped. The theorem in the introduction of the last paper is as follows Cited (6-07 §03).

'Theorem 1. If the sequence of the effective coupling constants is contained in an interval ]0, γ] with a sufficiently small positive γ, then the effective densities ρk have the form, and satisfy all the conditions and bounds, described in Sect. 2.'

The assumption is (U3) itself, and the conclusion is the form (2) and the estimates (U1)(U2). The author says that the assumption can be removed because it follows from a basic inequality derived from Theorem 2 of an earlier paper, and continues: 'The proof of Theorem 2, which is based on second order perturbative calculations, is very awkward and long ... and has not been published yet' Cited. Within our search of the bibliography of the author's papers after 1989, we found none that contains the proof of Theorem 2 (the source table of 6-07). So the four-dimensional achievement is: on a finite-volume lattice, upper and lower bounds on the effective densities and the partition function uniform in the lattice spacing, assuming (U3) Cited (level 1 in 6-07 Table 4). No source includes estimates of correlation functions, uniqueness of the limit, the OS axioms, infinite volume or the gap in what was reached.

MRS, and rewriting in easier models. Magnen–Rivasseau–Sénéor (1993), with a continuum momentum cutoff, stated the ultraviolet limit of the Schwinger functions for four-dimensional SU(2)SU(2) in the trivial topological sector, with a fixed infrared cutoff and a regularised axial gauge, but wrote 'we do not provide a detailed proof' and said the details would run to 'several hundred pages' Cited (6-07 §06). Work rewriting the method in easier models has reached three-dimensional ϕ4\phi^4 (Dimock I–III, up to convergence of the expansion and the stability estimates) and three-dimensional QED (uniform upper and lower bounds on the partition function) Cited (the source table of 6-05, 11-07 §05). Transplanting it to the two-dimensional sigma model has reached the point corresponding to stage 3 of Table 1 (§03), and work corresponding to stages 4 and 5 has not yet been written even for easier models (within our search) Cited (abstracts).

In one line, where it stopped is the estimate of the one-step remainder that removes (U3). In §07 we see that (U3) splits into that estimate and another, elementary part.

06

The pattern of misreading a one-step estimate as an all-step proof

In examining ultraviolet control, the same kind of misreading happens again and again. The common pattern is writing a one-step estimate and reading it as closing the induction, which amounts to looking at just one δk\delta_k without looking at the product ∏(1−δk)\prod(1-\delta_k) of §01. Table 2 divides it into ten logical patterns. Every row can be avoided by putting the one-step claim and the all-step claim on separate lines.

Table 2 Patterns of misreading one step as all steps (logical cautions; labels only on the rows with numbers)
PatternThe misreading (one line)The correct treatment
CircularityTaking the inputs needed to close the expansion (the lower bounds on the Hessian at each step) from the outputs of that same expansionPut both inputs and outputs on the side of the induction hypothesis, and bring nothing in from outside
Mistaking the componentReading the replacement of a one-step estimate and a structural lemma as replacing the whole inductionWrite the components replaced and the parts of the induction not replaced on separate lines
Accumulation of constantsWriting "the constants are fixed afresh at each step, so they do not accumulate"That is a reduction to the radius of analyticity being uniform in the step, and depends on (U1)
Worst-case geometryRunning the large-field induction as "if it is large at the next step, it was large at one of the earlier steps"A constant is lost at each step, and by type (7) of §02 it collapses to 0 over kk steps Proved here. What is needed is one-step stability that passes the stiffness on through the integral over the fluctuations
Goodness on the fine latticeDefining a "good frame" by all plaquettes of the shell being smallWith probability 1−q1-q at each point (q>0q\gt0 fixed), at nn points this gives (1−q)n→0(1-q)^n\to0 Proved here. Define goodness at the renormalised scale
Direction of the inequalityUsing the variational principle for the partition function (which gives only lower bounds) for an upper bound on a difference of free energiesAn upper bound needs an upper bound on the partition function, or control of the conditional measure
The cost at the bare couplingDeriving e−c/g2(L)e^{-c/g^2(L)} at the running coupling from the existence of localised configurations of finite actionMere existence gives a cost at the bare coupling, which vanishes as a→0a\to0. A cost at the running coupling needs uniform control
Scheme-dependent numbersTesting the coefficient of F2F^2 in one step against the universal one-loop coefficientThe one-step coefficient depends on the blocking scheme. What is universal is the coefficient of the logarithm accumulated over many steps
Dropping the assumptionCiting four-dimensional ultraviolet stability as an unconditional theoremIt is conditional on (U3), and Theorem 2 is unpublished Cited (§05)
Overlooking the domainSettling the continuity of the map from the bare coupling to the coupling at the last step with "expected to follow from the construction"The effective coupling is defined only while the earlier steps are small. Write continuity within the domain and the intermediate-value argument separately (§07)

The top four rows of the table have the same form. Getting the all-step version from the one-step version needs the assumption that "the constants do not degrade over the steps", and unless this is made explicit on the side of the rules, a one-step proof looks like an all-step proof. The bundle of rules in §10 puts this caution into the way the rules are written.

07

Lemma F: the self-containment of the flow of the coupling — splitting assumption (U3) in two

Bałaban's assumption (U3), "the effective coupling stays in (0,γ](0,\gamma]", is a sentence of the form "it can be satisfied by choosing the bare coupling g0g_0 well". But the effective coupling gk+1g_{k+1} is defined only while the earlier steps are small (since it is a coefficient read off from the effective action). Making this explicit through the domain, (U3) splits into two conditions.

Lemma F. Suppose b>0b\gt0, C≥0C\ge0, γ1>0\gamma_1\gt0 satisfy Cγ12≤b/2C\gamma_1^2\le b/2 and γ12<2/(3b)\gamma_1^2\lt2/(3b), and fix n≥1n\ge1. Suppose that for each g0∈(0,γ1]g_0\in(0,\gamma_1] the sequence g0,g1,…g_0,g_1,\dots is defined inductively in the form "if gk∈(0,γ1]g_k\in(0,\gamma_1] then gk+1g_{k+1} is determined", and satisfies the following two.

Then for every γ0∈(0,γ1)\gamma_0\in(0,\gamma_1) there is a g0g_0 with g0<g1<⋯<gn=γ0g_0\lt g_1\lt\cdots\lt g_n=\gamma_0 (all defined).

Proved here Proof. (i) If gk≤γ1g_k\le\gamma_1, then from (S) and Cgk2≤b/2Cg_k^2\le b/2

1gk2−3b2 ≤ 1gk+12 ≤ 1gk2−b2(11)\frac1{g_k^2}-\frac{3b}2\ \le\ \frac1{g_{k+1}^2}\ \le\ \frac1{g_k^2}-\frac b2 \tag{11}

The left-hand side is at least 1/γ12−3b/2>01/\gamma_1^2-3b/2\gt0, so gk+1g_{k+1} is a positive finite number, and from the right, gk+1>gkg_{k+1}\gt g_k. (ii) Set J:={g0∈(0,γ0]: g0,…,gn all defined and≤γ0}J:=\{g_0\in(0,\gamma_0]:\ g_0,\dots,g_n\ \text{all defined and}\le\gamma_0\}. By the monotonicity in (i), J={g0≤γ0: gn is defined and gn≤γ0}J=\{g_0\le\gamma_0:\ g_n\ \text{is defined and}\ g_n\le\gamma_0\}. If g02≤(1/γ02+3bn/2)−1g_0^2\le(1/\gamma_0^2+3bn/2)^{-1}, then repeating the left of (11), 1/gk2≥1/g02−3bk/2≥1/γ021/g_k^2\ge1/g_0^2-3bk/2\ge1/\gamma_0^2 (k≤nk\le n), so JJ is non-empty. (iii) Let s:=sup⁡Js:=\sup J and take a sequence g0(j)→sg_0^{(j)}\to s of points of JJ. Since s≤γ0<γ1s\le\gamma_0\lt\gamma_1, g1(s)g_1(s) is determined, and by (C) g1(s)=lim⁡jg1(g0(j))≤γ0g_1(s)=\lim_jg_1(g_0^{(j)})\le\gamma_0. Repeating the same for k=2,…,nk=2,\dots,n gives s∈Js\in J. (iv) If gn(s)<γ0g_n(s)\lt\gamma_0, then from n≥1n\ge1 and (i), all gk(s)<γ0<γ1g_k(s)\lt\gamma_0\lt\gamma_1. By (C), g0,…,gng_0,\dots,g_n are also defined in a right neighbourhood of ss and are <γ0\lt\gamma_0, contradicting s=sup⁡Js=\sup J. Hence gn(s)=γ0g_n(s)=\gamma_0, and by monotonicity g0<⋯<gn=γ0g_0\lt\cdots\lt g_n=\gamma_0. ∎

A variant: if (S) is replaced by ∣rk∣≤Cgk2+ηk|r_k|\le Cg_k^2+\eta_k (0≤ηk≤b/40\le\eta_k\le b/4), the same proof goes through with the constants of (11) replaced by 7b/47b/4 and b/4b/4 and the positivity condition by γ12<4/(7b)\gamma_1^2\lt4/(7b) Proved here. Non-universal scale-dependent terms are absorbed as a constant shift in 1/g21/g^2.

What Lemma F says. (U3) splits into the estimate of the one-step remainder (S) and continuity within the domain (C), and the rest (monotonicity and the intermediate-value argument) is elementary. (S) is the statement, on the side of the flow of the coupling, of what we saw in §02: "absorb the part of size gk2g_k^2 into the flow, and confine the remainder to O(gk2)O(g_k^2) in the variable 1/g21/g^2".

What Lemma F does not say. (S) has not been shown in four dimensions with the non-abelian large-field contributions included. This corresponds to the content of the unpublished Theorem 2 Assumption (since the text of Theorem 2 does not exist, the correspondence is a reading of one sentence in the introduction). (C) is the statement that "the effective action at each step depends continuously on the bare coupling, and the effective coupling is extracted as a continuous functional of it". Since these are integrals over finitely many compact groups, the line of argument goes through by the dominated convergence theorem, but since the way the effective coupling is extracted is fixed inside the small-field expansion, it depends on the analyticity (U1) of that expansion Assumption (outline only). We do not say that Lemma F has made (U3) easier. It only separates the bookkeeping part from the main part.

08

A test bench with the zero modes removed — the small twisted T4T^4 and two-dimensional O(4)O(4)

On a periodic T4T^4 the classical minima at the last step (flat connections) form a continuous family, and the integrals of the last few steps degenerate. We put forward, as a proposal, a statement in which this incidental difficulty is removed by 't Hooft's twist. It moves the small twisted T2T^2 of the spatial road (12-01) to the whole four-dimensional torus.

Setting. G=SU(2)G=SU(2), a four-dimensional torus of side L0L_0, blocking factor 2, the number of points on a side of the last lattice MM (fixed), the number of steps nn, and lattice spacing an=L0/(M⋅2n)a_n=L_0/(M\cdot2^n). Put the twist n12=1n_{12}=1 into Wilson's action (multiply one stack of plaquettes in the (1,2)(1,2) plane by the central element z=−1z=-1):

Stw(U)=β∑p(1−12tr⁡(zpU∂p)),β=4g02(12)S_{\rm tw}(U)=\beta\sum_p\Bigl(1-\tfrac12\operatorname{tr}\bigl(z_pU_{\partial p}\bigr)\Bigr),\qquad \beta=\frac4{g_0^2} \tag{12}

Define the blocking transformation TT by an averaging that is gauge covariant and commutes with central shifts, and set ρ0=e−Stw\rho_0=e^{-S_{\rm tw}}, ρk+1=Tρk\rho_{k+1}=T\rho_k.

Statement T⁴-UV (proposal, unproved). There are a γ>0\gamma\gt0 and constants C,κ,c,δ,r>0C,\kappa,c,\delta,r\gt0 depending only on MM such that, for every γ0∈(0,γ)\gamma_0\in(0,\gamma) and every nn, choosing the bare coupling g0=g0(n,γ0)g_0=g_0(n,\gamma_0), the following hold Assumption.

None of the constants depends on nn or on ana_n. (T-U3) has the form of the conclusion of Lemma F.

Where the twist works. The flat connections on the last lattice are only those whose holonomies in directions 1 and 2 anticommute and whose holonomies in directions 3 and 4 are central elements, and up to gauge equivalence there are finitely many of them. The adjoint fluctuations around them are antiperiodic in direction 1 or 2, and there are no zero modes Assumption (a reading that extends to four dimensions the facts about the twisted part of T2T^2 in 12-01; the four-dimensional classification has not been checked against the original sources). At fine steps, on the other hand, the twist has no effect. The twist's plane can be moved by central gauge transformations and is not visible locally Reading (a physical estimate).

What the statement says and does not say. If shown, what it says is an estimate of the effective action uniform in the lattice spacing, and non-degeneracy at the last step; this amounts to Bałaban's Theorem 1 + the unpublished Theorem 2 ((T-U3)) + an extension to observables ((T-Obs)) + non-degeneracy at the last step from the twist. Subsequential limits of the smoothed observables follow from it by compactness. What it does not say is uniqueness of the limit, the OS axioms, recovery of rotations, non-triviality, or a gap uniform in the volume. The difficulty of (U1)–(U3) at the fine steps is exactly the same as for the periodic T4T^4; what the twist removes is only the incidental difficulty of the degeneracy of the last few steps Reading (a physical estimate). The role of T⁴-UV is not to reduce the difficulty but to state ① in a pure form without zero modes.

A test bench with the gauge taken out. The two-dimensional O(4)O(4) sigma model (the principal chiral model of SU(2)SU(2)) has a field taking values in SU(2)SU(2), a dimensionless and asymptotically free coupling, and large fields, and no gauge. Writing (U1)–(U3) on the twisted cylinder R×SL1\mathbb R\times S^1_L (no zero modes because of the twist) gives the four-dimensional ① with the gauge half of root (R3) taken out Reading (a physical estimate). As in §03, the ultraviolet limit has not been constructed for this model either, and transplantation has reached the variational problem and the background-field stage Cited. Writing stage 4 of Table 1 (one step of the small-field expansion) for this model is cheaper than rereading the second half of the four-dimensional series, and is a test that cuts out the "group-valued field × dimensionless coupling" part of ①. Two-dimensional results imply nothing about four dimensions.

09

Directions being tried — ten rows, and the risk of restatement

Table 3 sets out in ten rows the directions being tried towards ①. "Smallest setting" is the smallest object on which the direction can first be tried, and "What can be said now" is the current state with labels. The last column is the risk that the direction ends up as a restatement of something already known. We do not give numbers for the prospects. No row closes ①.

Table 3 Directions being tried ("Conditions attacked" are (U1)–(U3) of §01; "roots" are those of 11-07 Table 3)
DirectionConditions attacked, rootsSmallest settingWhat can be said nowRisk of restatement
1 Rewriting the series on the small twisted T4T^4U1–U3, R1, R3TL04T^4_{L_0}, n12=1n_{12}=1Proposal of Statement T⁴-UV (§08) AssumptionThe fine steps are the same as for the periodic T4T^4, so it becomes a rewriting of the series itself
2 The group-valued sigma model firstU1–U3, R1The twisted cylinder for two-dimensional O(4)O(4)Transplantation up to the background-field stage Cited (§03)Two-dimensional results imply nothing for four dimensions. Only the form of the statements carries over
3 The weight for group-valued fieldsU2, U1, R3A single blockGroup version of property 2 (Lemma R, Corollary (10)) Proved here. Property 3 not even stated AssumptionProperty 2 is a fact resting only on the triangle inequality and conjugation invariance, and does not touch the real issue, property 3
4 Polchinski flow on the group (multi-scale Bakry–Émery flowing with the heat kernel)U2, U1, R3A one-link class functionIn the one-link heat-kernel class the losses form a telescoping sum (§02) Reading. Many links not examinedThe one-link class closes because of the semigroup, so it does not include the couplings between many links
5 Paying for large fields all at once with the chessboardU2, R3, R1Periodisation of T4T^4Reflection positivity of the block variables is needed Assumption (13-05)The large-deviation induction at each step ("worst-case geometry" in Table 2) cannot be avoided
6 Self-containment of the flow of the couplingU3, R1AnywhereLemma F (§07) Proved hereUnless (S) is shown, it remains a tidying of the bookkeeping part of (U3)
7 Making the constants explicit with computer assistanceU1, U3, R1, R3The linearised operator of one blockThere is a record of floating-point estimates, but no interval arithmetic yet ReadingIt only makes constants explicit and does not give the induction itself. The dimensionless direction does not close into an invariant set
8 Regularity structures at criticality (stochastic quantisation)U1, R1Cannot be writtenThe key condition of the solution theory is d<4d\lt4, and four dimensions is the borderline Cited (11-06 §08)The tools need rebuilding, and no minimal statement can be set down
9 The determinant in self-dual coordinatesU1, U3, R1, R3Near the twisted isolated flat connectionsOnly a proposal for a one-loop check AssumptionReproducing the one-loop b0b_0 is a restatement of one loop and can only serve as a negative control. The lattice has no self-dual decomposition
10 The twisted one-point model and the Nahm transformU1, R1The one-point modelThe Nahm transform is a correspondence of classical self-dual configurations; no correspondence at the level of the measure is known Assumption (original sources not checked)The problem of the order of large NN and β→∞\beta\to\infty remains, and it merely swaps the ultraviolet and the infrared

What to read from Table 3 Reading (a physical estimate). The directions with even one component closed on paper are direction 3 (Lemma R) and direction 6 (Lemma F), and both lie outside the real issue (property 2, the bookkeeping part). The real issue — the group version of property 3, and the one-step remainder (S) including large fields — is the single point towards which directions 3 and 4 and direction 6 each head, and they meet where the dependence of the measure of the fluctuations on the background takes effect.

10

The shape of the mathematics that is needed — "what must be made a rule for one step to close"

We rewrite (3) of §01 as a bundle of rules. Each row of Table 4 is a candidate for a rule needed to build "a class that closes in one step", set against which of the rule candidates in 11-08 Table 2 it fills: N1 (axiomatising scale), N4 (the class of measures that pay with rarity), N5 (an axiom of asymptotic freedom), N6 (rules on curvature). Every row is a candidate; we have checked neither consistency nor that they can restate existing results Reading (a physical estimate).

Table 4 The bundle of rules for one step to close (candidates)
RuleContent (one line)Candidate in 11-08Components at handWhat is missing
Rule 1 Gauge-covariant averagingThe averaging map is covariant under gauge transformations and central shifts; its linearisation is the scalar average, and the nonlinear part goes up to second orderN1Stage 2 of the series (titles)Estimates of the constants of the second-order remainder
Rule 2 The background-field mapThe configuration that minimises the action for given averages is unique, analytic and local within a radius independent of scaleN1Stage 3 of the series (titles). The contraction mapping for two-dimensional O(4)O(4) (§03)Writing it out in four dimensions, local gauge fixing included
Rule 3 The norm on activitiesThe background × fluctuation weight has the group version of the four propertiesN4 (as a new component, "a gauge-covariant norm on activities")Group version of property 2 (Lemma R)Group version of property 3
Rule 4 Projection onto the leading termSplit the effective action into "1gk2\frac1{g_k^2} × Wilson's action + localised irrelevant terms", and send only the marginal F2F^2 to the leading termN1 (contracting directions and marginal directions)The one-loop part (of the heat-kernel telescoping-sum type)Defining this projection on the group (up to what order in gauge-invariant local functions)
Rule 5 Rarity of large fieldsThe weight of the large-field region is zk∣Z∣z_k^{|Z|}, zk≤e−cp(gk)2z_k\le e^{-cp(g_k)^2}, and cc does not degrade over the stepsN4Stage 5 of the series (with an assumption). Proposition 3 for one linkOne step of the induction (in a form that avoids "worst-case geometry" in Table 2)
Rule 6 The flow of the couplingThe remainder of one step ∣rk∣≤Cgk2+ηk|r_k|\le Cg_k^2+\eta_kN5Lemma F (§07)(S) including large fields
Rule 7 Making the constants explicitAll the constants above as explicit numbers or explicit functionsNew candidateA record of floating-point numbersInterval arithmetic, analytic estimates

Correspondence with the roots Reading (a physical estimate): (R1) is rules 4 and 6 (the handling of the marginal direction), (R3) is rules 1, 2, 3 and 5 (group and gauge). Since (R2) does not appear in the purely ultraviolet ①, "the coupling window" of Part 11 does not appear in ① either. The rules for ① are the ultraviolet side of N1 + N4, which is exactly the half that 11-06 §07 judged "looks writable". The determinant in self-dual coordinates (direction 9 in Table 3) is another coordinate system for rules 4 and 6: it puts "extracting the local part of the determinant" into the rules in place of the projection onto the leading term.

Cautions when making rules (from §06).

11

What cannot be said

(a) ① ultraviolet control is not closed. This chapter shows none of (U1)(U2)(U3), in four dimensions or in two.

(b) (4)–(8) of §02 are arithmetic that treats the one-loop flow (4) as an exact equation, not theorems about the actual sequence of effective couplings. "A class that absorbs the losses into the flow is needed" is a requirement for the case where the losses act multiplicatively at each step.

(c) The result for the one-link heat-kernel class (§02) is a reading for one link, class functions, and the recorded ranges of β\beta and tt, and implies nothing about a four-dimensional step that includes many links and the couplings between plaquettes.

(d) Lemma R is only the group version of property 2 of the four properties of the weight, and does not touch the real issue, property 3. It may be a known elementary fact.

(e) Lemma F only splits (U3) into (S) and (C), and does not show (S) (the content of the unpublished Theorem 2).

(f) Statement T⁴-UV is a proposal and has not been shown. Even if shown, it says nothing about uniqueness, the OS axioms, non-triviality, infinite volume, or a gap uniform in the volume.

(g) "The core of the wall is group-valued field × dimensionless coupling × large fields" is an estimate from the known situation of two-dimensional models; we do not say that gauge invariance is not an essential difficulty.

(h) The content of the series in Table 1, apart from the opening of the three-dimensional paper and the abstract and introduction of the last paper, is a reading from the titles.

12

The table of the five grades and the dependency graph

Table 5 The rows of this chapter ("—" marks rows without machine checking; the rows of this chapter have no Lean column)
RowStatement (one line)GradeBasisScope
[01]The number of steps K=log⁡L(L0/a)→∞K=\log_L(L_0/a)\to\infty ((1)), and the lower bound on the product of losses ∏(1−δk)≥e−2∑δk\prod(1-\delta_k)\ge e^{-2\sum\delta_k}Proved here§010≤δk≤120\le\delta_k\le\frac12
[02]The form (2) of the effective density (a sum over small fields and large fields)Cited§01, 6-05 §04, §07The level of the form (Dimock II, the wording of the three-dimensional theorem)
[03](U1)(U2)(U3) (the content of ①)Assumption§01, 14-02 ①From aa to L0L_0; constants independent of k,ak,a
[04]Upper and lower bounds on the sequence of couplings (5), and the logarithmic growth of the sum (6)Proved here§02Under the one-loop flow (4)
[05]The product of losses cgk2cg_k^2 is (K+1)−c′→0(K+1)^{-c'}\to0 ((7)); the sum of losses gk2+δg_k^{2+\delta} is finite ((8))Proved here§02Under (4), cgk2≤1cg_k^2\le1, δ>0\delta\gt0
[06]In three dimensions ∑gk2\sum g_k^2 is finite and the counterterm is a single constantCited§02, 6-05 §06, 6-06 §05Three dimensions
[07]In the heat-kernel class, quantities are functions of the parameter at that moment, and the changes over steps form a telescoping sumProved here§02 (the semigroup property)One link, within the heat-kernel family
[08]The curvature outside the layer in divided coordinates is positive, with κ/β=A+B/β\kappa/\beta=A+B/\beta. In one four-dimensional step, O(1/β2)O(1/\beta^2)Reading§02 (two independent implementations)One link, SU(2)/Z2SU(2)/\mathbb Z_2, outside the layer, β∈{2,…,8}\beta\in\{2,\dots,8\}, t≤0.5t\le0.5
[09]The four properties of the weight and the one-step estimate (Lemma A.6.1)Cited§03, 11-06 §07Flat fields
[10]Lemma R (9) and Corollary (10)Proved here§03SU(N)SU(N), operator norm, four-dimensional lattice (corollary)
[11]The ultraviolet of two-dimensional O(N)O(N) (N≥3N\ge3) has not been constructed even in finite volume. Transplantation up to the background-field stageCited§03 (review and abstracts)Within our search
[12]The core of the wall is group-valued field × dimensionless coupling × large fieldsReading§03 (a physical estimate)—
[13]Proposition O: at a minimum point of a gauge-invariant function, the Hessian in the orbit directions is 0Proved here§04Tangent vectors to the orbit ξ≠0\xi\ne0
[14]There is no continuous global gauge fixingCited§04 (bibliographic only)—
[15]The terms at the seams of re-fixing at each scale also need estimating as losses whose sum is finiteReading§04 (a physical estimate)—
[16]Theorem 1 is conditional on (U3); Theorem 2 is unpublishedCited§05 (abstract and introduction)Finite-volume lattice
[17]MRS has an infrared cutoff and gives no detailed proofCited§05 (introduction)SU(2)SU(2), trivial sector, axial gauge
[18]Lemma F: (S) + (C) ⇒ g0<⋯<gn=γ0g_0\lt\cdots\lt g_n=\gamma_0Proved here§07Cγ12≤b/2C\gamma_1^2\le b/2, γ12<2/(3b)\gamma_1^2\lt2/(3b), nn fixed
[19]The content of (S) is the one-step remainder including large fields, corresponding to the content of Theorem 2Assumption§07 (a reading of one sentence in the introduction)Four-dimensional non-abelian
[20]Statement T⁴-UVAssumption§08 (proposal, unproved)SU(2)SU(2), n12=1n_{12}=1, finite volume
[21]What the twist removes is only the degeneracy of the last few stepsReading§08 (a physical estimate)—
[22]The twisted cylinder for two-dimensional O(4)O(4) is a test bench that takes the gauge out of ①Reading§08 (a physical estimate)Two-dimensional results imply nothing for four dimensions
[23]The ten rows of directions being tried, and the single point where the real issue convergesReading§09 (a physical estimate)—
[24]The bundle of rules and its correspondence with the rootsReading§10 (a physical estimate)Candidates

Dependency graph (the numbers of premises are smaller than the number of the conclusion):

[01] PRV STEP   steps K; loss-product bound  (0 ≤ δ ≤ 1/2)
[02] CIT FORM   the form (2) of the effective density
[03] ASM UV     (U1)(U2)(U3)  (from a to L₀)
[04] PRV RUN    couplings (5), log sum (6)  (one loop)
[05] PRV LOSS   product → 0 (7), sum finite (8) ⟸ [01][04]
[06] CIT 3D     in three dimensions the sum is finite
[07] PRV SEMI   telescoping sum, heat-kernel class  (one link)
[08] RDG HK1    curvature A + B/β ⟸ [07]  (1 link, recorded)
[09] CIT BBS    the four properties of the weight
[10] PRV R      Lemma R, Corollary (10)  (SU(N))
[11] CIT SIGMA  two-dimensional O(N) not constructed
[12] RDG CORE   the core of the wall ⟸ [05][06][11]
[13] PRV ORB    Proposition O
[14] CIT GRIB   no global gauge fixing
[15] RDG SEAM   the seams of re-fixing ⟸ [05][13][14]
[16] CIT THM    Theorem 1, Theorem 2 unpublished
[17] CIT MRS    what MRS reached
[18] PRV F      Lemma F  (under (S)(C))
[19] ASM S      (S) is the main part ⟸ [16][18]
[20] ASM T4     Statement T⁴-UV ⟸ [02][18]  (proposal)
[21] RDG TW     the twist only at the last steps ⟸ [20]
[22] RDG O4     2D O(4) test bench ⟸ [11][12]
[23] RDG DIR    the ten directions ⟸ [08][10][18][20]
[24] RDG RULE   bundle of rules ⟸ [05][09][10][15][18]

The way to check it is to see by eye that every number to the right of a "⟸" is smaller than the number on the left. There are no cycles. [03] and [20] are assumption rows, and both are in the form of questions that restate ①. Among the nodes of this chapter there is no node saying that ① has been shown, and no node for the continuum limit, confinement or the mass gap.


What this chapter can say

Can sayCannot say
Proved here Under the one-loop flow, the sum of the one-step losses gk2g_k^2 diverges like ln⁡K\ln K, and the sum of losses gk2+δg_k^{2+\delta} is finite ((5)–(8)). Hence a class that absorbs the losses into the flow is neededTheorems about the actual sequence of effective couplings. The construction of the absorbing class
Proved here Lemma R and its corollary (the group version of property 2 of the weight), Proposition O (the Hessian in the orbit directions), Lemma F ((U3) ⇐ (S) + (C))The group version of property 3. Neither (S) nor (C)
Cited The assumption of Bałaban's Theorem 1 and the unpublished Theorem 2, the reservations of MRS, the unconstructed two-dimensional sigma model and the stage its transplantation has reachedThe content of stages 1–4 of the series (titles only). The content of Theorem 2
Reading That in the one-link heat-kernel class the losses form a telescoping sum and can be read as O(1/β2)O(1/\beta^2) in a four-dimensional step (one link, recorded range)A step that includes many links and the couplings between plaquettes
Assumption Statement T⁴-UV, the ten rows of directions, the bundle of rules (proposals and candidates)A proof of any of them. Any prospect of ① closing

Sources and reproduction

ItemTypeSource, tools
The sequence of steps, the form of the effective density, small and large fields, the one-loop flow (4)CitedThe source table of 6-05 (J. Dimock, The renormalization group according to Balaban I, II, III, arXiv:1108.1335, 1212.5562, 1304.0705. T. Bałaban, Comm. Math. Phys. 102 (1985) 255–275)
Theorem 1, Theorem 2Cited (abstract and introduction, pp. 355–356)T. Bałaban, Large field renormalization. II, Comm. Math. Phys. 122 (1989) 355–392 (the source table of 6-07)
The other papers of the series (Table 1)Cited (bibliography and titles only)Comm. Math. Phys. 89 (1983); 95, 96 (1984); 98, 99 (two papers), 102 (277–309) (1985); 109 (1987); 116, 119 (1988); 122 (1989) 175–202
What MRS reached, and its reservationsCited (pp. 325–328)J. Magnen, V. Rivasseau, R. Sénéor, Construction of YM4 with an infrared cutoff, Comm. Math. Phys. 155 (1993) 325–383
The four properties of the weight, Lemma A.6.1Cited (Appendix A.6)R. Bauerschmidt, D. C. Brydges, G. Slade, Introduction to a Renormalisation Group Method, Lecture Notes in Math. 2242 (2019), arXiv:1907.05474 (the source table of 11-06)
The situation of the two-dimensional sigma modelCited (abstracts, review)V. Rivasseau, Constructive field theory and applications: perspectives and open problems, arXiv:math-ph/0006017 (the source table of 11-07). P. Goswami, arXiv:2204.08252, Ann. Henri Poincaré 25 (2024) 2065–2085. W. Dybalski, A. Stottmeister, Y. Tanimoto, arXiv:2403.09800
Global gauge fixingCited (bibliographic only)I. M. Singer, Comm. Math. Phys. 60 (1978) 7–12 (the source table of 6-05)
(1), (5)–(8), Lemma R and its corollary, Proposition O, Lemma F, the statements on the heat-kernel semigroupProved hereProofs in the text of this chapter. The only numbers are the arithmetic of 1/(2b0ln⁡2)1/(2b_0\ln2) and π2/6\pi^2/6
Curvature for the one-link heat-kernel classReadingThe numerical records of this book's examination (a calculation convolving a one-link class function once with the heat kernel; two implementations, by the character series and in position space; the undivided SU(2)SU(2) and U(1)U(1) as negative controls)
Table 2, Table 3, Table 4, Statement T⁴-UVThis book's examinationThe records of this book's examination (an arrangement of the examination of ultraviolet control)

Terms used in this chapter — ultraviolet control (①), the number of steps, the same form, a class that closes in one step, (U1)(U2)(U3), the sum of losses, absorption, the four properties of the weight, Lemma R, Proposition O, the seams of re-fixing, Lemma F, the one-step remainder (S), continuity within the domain (C), Statement T⁴-UV, the bundle of rules. Their meanings are in the A-02 glossary.

Next chapter: 14-00 Entrance — the promise of this part — the whole of the conditional statements, including ① of the ledger. The row for ① is in 14-02.

← 13-10 Candidate new viewpointsContents14-00 Entrance — the promise of this part →

Revisions 2026-10-15: first edition.