computo ergo sum

2026-10-15 · chapter Yang–Mills and the mass gapPart 13 The crossover bandthe ledger of exclusions, why they stopped, the selection criteria · 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

A map of the roads tried and stopped

What this chapter shows — We gather into one ledger the roads that were tried in order to cross the crossover band, and that stopped. The ledger has three layers: thirty roads (§02); roads discarded, or limited in scope, in the study of the band chapters (§05); and three ideas that turned out to be no more than restatements of roads in the ledger (§06). Each row carries "why it stopped" and its origin, and the label of the reason is set per row. For rows that rest on literature, only literature checked against the original carries [Cited]; literature not checked is marked "not yet checked". Three roads are looked at in detail: that the average over local containers stays at R/ln⁡RR/\ln R in four dimensions (§03); the claim of Tomboulis (2007) by Migdal–Kadanoff interpolation, and the criticism that it does not distinguish U(1) (§03); and that the comparison principle with the twisted T2T^2 fails numerically (§04). Finally we set out the selection criteria that a new candidate should pass first (§07).

Prerequisite chapters — 13-00 (the breakdown of the band), 13-01 (the correct form of the band), 13-02 (the lateral-widening inequality), 12-03 (containers), 12-04 (slab confinement), 13-06 (the renormalisation comparison), 10-10 §04 (the seven types of detour).

Said first — This page is a map of the record and sets out no new theorem. "Stopped" means "it was found that this set of inputs cannot cross the band"; it does not mean that the parts of that road are of no use elsewhere (slab confinement, for example, is a theorem that holds for every β\beta once the lattice spacing and T2T^2 are fixed). Most of the reasons for stopping are judgements at the level of physical estimates; negations with proofs are few. The labels are set per row to keep that distinction.

The order of this chapter
  1. How to read the ledger — what "stopped" means and how labels are set
  2. Thirty roads — why they stopped, and their origins (Table 1)
  3. Two roads that had stopped in the literature — the average over local containers, and Migdal–Kadanoff interpolation
  4. The comparison principle with the twisted T² — true at one loop, false numerically
  5. Roads discarded, or limited in scope, in the band chapters (Table 2)
  6. Three that were only restatements (Table 3), and the questions of type (Table 4)
  7. The selection criteria and calibration against the literature (Table 6)
  8. The table of the five grades and the dependency graph

01

How to read the ledger — what "stopped" means and how labels are set

The study in this book tried many roads in search of a tool that crosses the band. Every road stops in the end at the same single point: there is no non-perturbative principle showing that, at intermediate coupling, disorder becomes stronger as the scale is enlarged. Setting the ways of stopping side by side, three lessons come up again and again.

The purpose of the ledger is not to repeat the same road. When a new candidate is thought of, we first check whether it is a restatement of something in this ledger (§06 gives examples).

The columns of each row are as follows.

A note on words. In this part, following the convention of 13-00 §02, we write "band", and distinguish it from the "window" of Parts 10 and 11 (the site window, the ħ window, the time window). We also do not use the symbols (P), (R) or T1–T12; we write the names "β-monotonicity", "the renormalisation comparison" and "task".

02

Thirty roads — why they stopped, and their origins

Numbers 1–28 in Table 1 are roads that this book's study tried in search of a principle that crosses the band; 29 and 30 are roads found to have already stopped in the literature when that study was re-checked by another hand. The labels are labels of "why it stopped".

Table 1 Thirty roads (labels are labels of why it stopped; "this book's study" is the record of the study in this book)
#RoadWhy it stoppedLabelOrigin
1Reflection positivity, chessboard estimatesThe inequality points the wrong way, and only one side (the lower bound) of the flux free energy comes outReading (physics)This book's study. The chessboard itself is in 13-05
2Continuous monotonicity in the box size LL (the Feynman–Hellmann derivative)There is no correlation inequality for SU(2)SU(2) that fixes the sign of the differenceReading (physics)This book's study
3Checking finitely many LL by interval arithmeticIn four dimensions the size of the computation is out of reach. In the hierarchical model an interval-arithmetic certificate could be made (551 sectors, passed on re-running all sectors; a result for the hierarchical model only)Reading (physics: a judgement of scale), Computer-assisted (hierarchical model only)This book's study
4Projection to Z2\mathbb Z_2 and GKS (the splitting SO(3)×Z2SO(3)\times\mathbb Z_2)The premise of the splitting was rejected by four-dimensional dataReadingThis book's study
5The infrared bound (Fröhlich–Simon–Spencer)The wrong direction. It is the inequality on the side that shows a massless phaseReading (physics)Fröhlich–Simon–Spencer (not yet checked)
6Proof by contradiction extending the result for a small T2T^2 continuously in LLThere is no quantity that excludes a fixed point, and it comes back to the band itselfReading (physics)This book's study
7Kramers–Wannier dualityIt only restates the band as a one-variable inequality (the magnetic flux free energy is smaller at scale 2L2L than at LL)Reading (physics)This book's study (the duality itself not yet checked)
8Local entropy and finite-energy argumentsTopological conservation: a local closed surface in R4\mathbb R^4 meets a plane an even number of times, so local operations do not change the twist sectorReading (physics)This book's study
9Slab confinementWith the lattice spacing and T2T^2 fixed, the area law holds for every β\beta. A bound uniform in NN is the band itself, and the tension goes to 0 in the continuum limitProved here (the theorem with NN fixed)12-04
10GKS for the Z2\mathbb Z_2 effective model of centre vorticesRemoving the frustration also removes the mechanism of confinementReading (physics)This book's study
11The Nishimori structureWithdrawn (annealed and quenched were confused; negated numerically)—This book's study
12The data-processing inequalityNo channel independent of the sector can be built. It becomes a detector that tells sectors apart, but not a driving force that produces disorderReading (physics)This book's study
13Group averaging over thick vorticesIt works on a small T2T^2, but on R4\mathbb R^4 it comes back to the problem of the tension of the vortex sheetReading (physics)This book's study
14Renormalising the worst flip costIt becomes monotonically non-increasing, but decrease is not guaranteedReading (physics)This book's study
15Percolation of vortex sheetsStochastic domination needs a worst-case lower bound, and reduces to strong couplingReading (physics)This book's study
16Stability of the gap, Lieb–Robinson boundsWorks only inside the perturbative radius, and reduces to strong couplingReading (physics)This book's study
17Convexity in the coupling of the sheetOnly the cost of thin sheets is visibleReading (physics)This book's study
18Adaptive averaging over the shape of the sheetA rewriting of a partition of unity; a tautologyReading (physics)This book's study
19Volume independence at large NcN_cThe band comes back, changed into the effective volume NcLN_cLReading (physics)This book's study
20Positivity of the coefficients of the character expansionIt follows automatically from reflection positivity, and carries no new informationReading (physics)This book's study
21Extracting monotonicity from the hierarchical model (ratio ordering, TP₂ and the like)False in generalReadingThis book's study
22Single-site Bakry–Émery curvatureThe single-site gap is always positive; the wall lies in the influence between plaquettesReading (physics)This book's study
23Monotone quantities from strong subadditivity, a lattice version of the a-theoremThe lattice-only version does not distinguish phases. The version that does needs rotation invariance, which is available only after crossing the band (circular)Reading (physics)This book's study (Casini–Huerta-type arguments not yet checked)
24Curvature of the space of gauge orbits, renormalisation of a membrane gas, tools for sharp phase transitionsThe curvature correction is O(1)O(1) and cannot cancel the negative O(β)O(\beta) of the Hessian of the action, reducing to strong coupling / four-dimensional membranes have no screening mechanism / the surface representation of SU(2)SU(2) has weights that change sign, and no FKGReading (physics)This book's study
25Spin and the index theorem (counting soft modes)At one loop it is a restatement of asymptotic freedom, and the non-perturbative part comes back to the bandReading (physics)This book's study
26Renormalisation of curvature (Bakry–Émery curvature and O'Neill's formula, the curvature-dimension condition of the quotient)Negative curvature is not preserved by coarse-graining. Following the effective one-link weight on a one-dimensional chain by convolution, the minimum of the curvature gets worse at the first step (SU(2)SU(2): −6→−14-6\to-14; U(1)U(1): −4→−8-4\to-8)ReadingThis book's study
27The comparison principle with the twisted T2T^2 (for all loops)True at one loop, false non-perturbatively by numerics (§04)ReadingThis book's study (§04)
28The multiscale Bakry–Émery criterion (the Polchinski equation)It can pass non-convex regions, but scale-by-scale control of the renormalised potential is the band itself. The version for compact groups is also not in placeReading (physics)Bauerschmidt–Bodineau (not yet checked)
29Averaging over local vortex containersThe identity is known, and with the container length fixed it reaches only R/ln⁡RR/\ln R in four dimensions (§03)CitedMack–Petkova (1980), Kovács–Tomboulis hep-lat/0108017. 12-03 §06
30Monotonicity of the vortex free energy by Migdal–Kadanoff interpolationThe key inequality ((3.5) of Ito–Seiler) has not been shown outside strong coupling. The argument does not distinguish U(1)U(1) (§03)CitedTomboulis arXiv:0707.2179, Ito–Seiler arXiv:0711.4930, Kanazawa arXiv:0805.2742

NcN_c in Table 1 is the number of colours, a different quantity from the size NN of TN2T^2_N. Number 11 is kept here as a single line only. Its content was withdrawn, so it is not used elsewhere in this book.

Note that most labels in Table 1 are "Reading (physics)". Most of the reasons for stopping are not counterexamples or negative theorems but estimates of the form "this road comes back to the band itself at this point". The rows with proofs are number 9 (slab confinement is a theorem with NN fixed, and is not uniform in NN) and C1, C2, C5 and C6 of Table 2 (the scope is in the brackets of each row's label). Numbers 29 and 30 of Table 1 are the "Cited" rows that had stopped in the literature. The "Computer-assisted" of number 3 is a result on the hierarchical model and says nothing about the four-dimensional lattice (the hierarchical model is a different thing from four dimensions in that Migdal–Kadanoff decimation is exact there).

03

Two roads that had stopped in the literature — the average over local containers, and Migdal–Kadanoff interpolation

Numbers 29 and 30 in Table 1 are roads that, after this book's study had tried them itself, were found to have already stopped in the literature. Both were checked against the text of the original [Cited].

29 The average over local vortex containers — only up to R/ln R in four dimensions

The identity that, with the frame (the outside of the container) fixed, the signs of the sectors inside the containers become independent and the Wilson loop is bounded by the product of the biases of the containers, was Lemma 5 of 12-03 §03. This is the "vortex container" identity of Mack–Petkova (1980), written in eqs. (18)–(22) of Kovács–Tomboulis (hep-lat/0108017). The only differences are that we wrote the sectors with the sum ensemble and took the average over the frame rather than the maximum; this book claims no novelty.

§3 of the same paper states the limit of this road in four dimensions. The length of a container passing through a point inside a rectangular loop with sides T×RT\times R (T>RT\gt R) is of order R2R^2, and to keep the cost of the container constant the width of its cross-section must be fattened to order ln⁡R\sqrt{\ln R}. Only about RT/ln⁡RRT/\ln R independent containers fit inside the loop, and what comes out is

V(R) ≥ const⋅Rln⁡R(Kovaˊcs–Tomboulis, eq. (25))(1)V(R)\ \ge\ \mathrm{const}\cdot\frac{R}{\ln R}\qquad(\text{Kovács–Tomboulis, eq. (25)})\tag{1}

and no more [Cited]. A linear potential (the area law) needs a single fat container the size of the loop. This is exactly the global form of Tomboulis–Yaffe (13-01 §04), the same condition as crossing the band.

In one line, the reason it stopped is: the road of laying out containers of fixed length independently does not reach the area law on R4\mathbb R^4. On a slab with a small T2T^2, the length of the container (the area of the vortex sheet) stops at the area of T2T^2, so this obstacle does not appear (12-03 §06). The obstacle comes back when T2T^2 is widened — that is, in the band.

30 Monotonicity of the vortex free energy by Migdal–Kadanoff interpolation

Tomboulis (arXiv:0707.2179) claimed confinement at every coupling for four-dimensional SU(2)SU(2). The flow of the argument is as follows [Cited].

  1. By Migdal–Kadanoff-type decimation (lattice spacing a→baa\to ba), build upper and lower bounds on the partition function ((3.4) and (3.7) of the original).
  2. Interpolate their coefficients with a parameter tt, and obtain a representation in which decimation becomes an equality at some value t∗t^* ((3.12), (3.16), (3.35)). Build the same representation in the twisted sector ((4.19), (4.26)).
  3. The key step: that the same t∗t^* can be taken in the untwisted and the twisted sectors ((5.14)). This is to be derived from the inequality A≥A+A\ge A^+ ((5.15)), and it is stated that showing it at strong coupling is enough.
  4. In conclusion, the true vortex free energy is at most the vortex free energy of the decimated system ((5.22)). The decimated system flows to strong coupling, so the strong-coupling expansion gives F∼L e−σ^AF\sim L\,e^{-\hat\sigma A}, and the Tomboulis–Yaffe inequality gives the area law.

Against this there are two criticisms [Cited].

Footnote 10 of the original itself writes that "for abelian systems, inequalities of type (5.15) follow from the Griffiths inequalities". Together with the remaining steps this would show confinement for U(1)U(1), a sign that the argument does not distinguish groups.

In one line, the reason it stopped is: a renormalisation that does not distinguish groups cannot be an argument that closes the band. This is an example in the literature of criterion (m) of 13-06 §08 (show that SU(2)SU(2) has no transition, distinguishing it from the transition that U(1)U(1) has inside the band, at β≈1.01\beta\approx1.01). The lateral-widening inequality of this book (13-02 §02) restricts the comparison to the form "change only the geometry, within one theory and one coupling", and has a form that fails for U(1)U(1) (13-01 §03, 13-09 §02). But the difficulty of showing it is of the same type, and it is still needed across the band.

Relatedly, Theorem 1 of Kanazawa (arXiv:0805.2742) is an identity relating the ratio of twisted partition functions on lattices of different sizes to a ratio at shifted couplings, but it also holds for U(1)U(1), so it says nothing about confinement [Cited]. Another paper of Ito–Seiler (arXiv:0803.3019) is not yet checked.

04

The comparison principle with the twisted T² — true at one loop, false numerically

This is number 27 of Table 1. The comparison principle is the claim that for every planar loop CC

⟨W(C)⟩Z4 ≤ ⟨W(C)⟩Z2×TN2, n12=1(2)\langle W(C)\rangle_{\mathbb Z^4}\ \le\ \langle W(C)\rangle_{\mathbb Z^2\times T^2_N,\ n_{12}=1}\tag{2}

holds (the right-hand side is the twisted slab, 12-04 §02). If it held, then together with slab confinement (the area law for every β\beta with NN fixed) it would give the area law for every β\beta on Z4\mathbb Z^4. That is why it was worth trying.

True at one loop [Reading]. Comparing with the heat kernel of fluctuations around the background, the inequality holds at each time. The colour weight of the sum over images is c(n)=4⋅1[n∈(2Z)2]−1c(n)=4\cdot\mathbf 1[n\in(2\mathbb Z)^2]-1, and we checked this numerically to machine precision (a numerical check at the one-loop level; no proof on paper is set out).

False non-perturbatively [Reading]. By Monte Carlo we compared the twisted slab on the lattice 16×16×NT×NT16\times16\times N_T\times N_T (the R2\mathbb R^2 directions periodic with 16, T2T^2 with NTN_T) with 16416^4 (SU(2)SU(2), Wilson action).

Test of the comparison principle (plaquette expectation values; parentheses give the statistical error in the last digit)
β\betaNTN_TTwisted slab16416^4Reading
2.120.52952(67)0.53494(40)The slab is lower: 7σ taking errors from both sides, 5.5σ in an independent rerun. W(2,2)W(2,2) is also lower
1.820.43966(56)0.44129(18)The slab is lower (about 2.7σ)
2.420.6275(10)0.6300(2)The slab is lower (about 2.4σ)
2.66, 8Signs that the twisted slab overshoots 16416^4 downwards (2.5σ and 1.9σ in the plaquette)Undetermined

Taking CC in (2) to be a single plaquette, the right-hand side is the plaquette of the slab and the left-hand side the plaquette of 16416^4. At β=2.1\beta=2.1, NT=2N_T=2 the slab is 7σ lower, so (2) fails for small loops. This can be read as the frustration of the twist (the cost of forcing a twist into a small T2T^2) lowering the plaquette [Reading] (physics). The overshoot on the weak-coupling side (β=2.6\beta=2.6) lacks statistics and is not settled.

Further, at N=1N=1 it contradicts the scaling behaviour of asymptotic freedom [Reading] (physics). The slab theorem gives σtw(1)≥−ln⁡tanh⁡β≈2e−2β\sigma_{\rm tw}(1)\ge-\ln\tanh\beta\approx2e^{-2\beta}, but if the scaling behaviour of asymptotic freedom is accepted, σ∞a2∝e−(6π2/11)β=e−5.38β\sigma_\infty a^2\propto e^{-(6\pi^2/11)\beta}=e^{-5.38\beta}, and at large β\beta (2) points the other way.

In one line, the reason it stopped is: an ordering that holds at one loop breaks down non-perturbatively, starting from small loops. Two criteria come out of this (§07): (g) it is a non-perturbative estimate, not a restatement of one loop; (k) it does not fail for small loops (short scales), or it has a form that claims only large loops. The asymptotic form for large loops only (σtw(L)≤σ∞\sigma_{\rm tw}(L)\le\sigma_\infty) has not been refuted, but there is no mechanism to show it, and it hits the same wall as number 2 of Table 1 (there is no inequality for SU(2)SU(2) that fixes the sign of the difference).

One positive observation also remains [Reading] (physics). At weak coupling the twisted T2T^2 is close to infinite volume already from small NTN_T, and approaches it from the opposite side to the untwisted case. This fits the picture of adiabatic continuity, but there are signs that the approach is not monotone, a fact unfavourable to tools based on monotonicity.

05

Roads discarded, or limited in scope, in the band chapters

In the study of Parts 12 and 13 there are, apart from Table 1, roads that were discarded and roads whose usable scope was limited. Table 2 gathers them. The first five (C1–C5) are "roads discarded", the rest "roads limited in scope".

Table 2 Roads discarded, or limited in scope, in the band chapters (labels are labels of why it stopped)
#RoadWhy it stoppedLabelChapter
C1Isometric comparisons (the identity map, group translation, gauge transformation, decimation)In a comparison that does not change the shape of the fluctuations, the contribution of the one-loop spin term +4+4 is exactly 0, and only β′≥β+0.023\beta'\ge\beta+0.023 (the anti-asymptotic-freedom direction) comes outProved here (one-loop level)12-07, 13-06 §03
C2Structural inputs only (reflection positivity, duality, the transfer matrix, the centre identities)They hold as they are for Z2\mathbb Z_2 and U(1)U(1) too, so they cannot distinguish groups (the negative lemma)Proved here (in the form "from this set of inputs alone")13-04
C3Getting the area law by a sandwich of deterministic mapsThe remainder (relative entropy) of the transport identity (the Gibbs variational principle) grows with the area of the vortex sheet, so the form e−σAe^{-\sigma A} does not come out. It can be used for the qualitative goal ΔF(L,L)→0\Delta F(L,L)\to0Reading (physics)13-10 §02
C4A sandwich by the Z2\mathbb Z_2 glass in the upper half of the bandFor β≳2\beta\gtrsim2 the mean effective Z2\mathbb Z_2 coupling is 1.1–1.9, far above the pure Z2\mathbb Z_2 transition point 0.44, and the glass is on the side of the ordered phase. The sandwich is looseReading13-09 §08, 13-10 §03
C5Using flip certificates (flipping containers) and simultaneous flips to test the bandThe flip probability aa of a one-step kernel levels off at about 1/2, and θ≤1−a\theta\le1-a gives only σ≥c/L2\sigma\ge c/L^2 (a weak form that U(1)U(1) also satisfies)Proved here (θ≤1−a\theta\le1-a), Reading (the levelling off of aa)12-06, 13-01 §02
C6Bounds using the supremum over frames sup⁡Φ\sup_\PhiOf the form tanh⁡(βL2)ℓ2\tanh(\beta L^2)^{\ell^2}, getting worse superexponentially in LL. For uniformity only forms averaged over the frame can be usedProved here12-04 §02
C7Using the usual Dobrushin, Dobrushin–Shlosman and van den Berg–Maes criteria with framesThe continuous field follows the boundary, and the influence coefficients are close to 1Reading (physics)(literature not yet checked)
C8Taking β-monotonicity as the easy component, band = β-monotonicity + the renormalisation comparisonβ-monotonicity turned out to be a problem of the same weight as the monotonicity in β\beta of the string tension in lattice units (a correction)Reading (physics)13-06 §02
C9Restricting lateral widening to one direction onlyDoubtful in view of the behaviour of the spatial string tension at high temperature (lattice measurements by Bali et al., not yet checked); restricted to the square shape onlyReading (physics)13-02 §02
C10Using the Wilson flow to transport vortex insertionsNegative numerically. The form recast as forward transport (Moser-type) is openReading12-06
C11The conformal frame H2×S2H^2\times S^2 (turning scale into position)Negative on examination: hyperbolic nesting does not increase the number of containers, and the core stays in the same placeReading (physics)13-10 §04
C12Covering the band with the strong-coupling expansion aloneThe expansion about flat surfaces stops at roughening (βR≈1.9\beta_R\approx1.9, not yet checked)Reading (physics)13-06 §04
06

Three that were only restatements, and the questions of type

When thinking of a new candidate, we first check that it is not a restatement of something in the ledger. Table 3 lists three ideas that, when the band candidates were examined, were not made candidates but judged to be restatements of the ledger.

Table 3 Three ideas that were only restatements
#IdeaWhat it was a restatement ofLabel
X1That the law of the holonomy of large loops approaches the Haar measure (the boundary holonomy centralises under the Weyl measure)The decay of the part odd under the centre (half-integer representations) is the Wilson area law itself, a restatement of the ring made by the column decomposition and the Tomboulis–Yaffe inequality. The even part (adjoint representations) has a perimeter law and does not help to distinguish groupsReading (physics)
X2Consistency of the mixed anomaly between the centre and the θ\theta termA kinematic constraint (criterion (h) of §07). At θ=0\theta=0 it forces nothingReading (physics)
X3Taking success in the hierarchical model (a model in which Migdal–Kadanoff decimation is exact) as evidence for the bandIn the hierarchical model U(N)U(N) also confines, so it is no test of criterion (d) (use non-commutativity essentially)Reading (physics)

The study of detours in Part 10 (10-10 §04) extracted seven types from failures on the double well in 0+1 dimensions. The individual detour plans do not overlap directly with four-dimensional candidates, but the questions of type apply to four-dimensional candidates as they are. Table 4 lists those questions.

Table 4 The seven types of detour, and the questions to put to a new candidate
TypeOne lineQuestion to put to the candidate
1There is one source (the curvature at one site at the top)On the side of the worst configuration, what is being paid?
2Structural factors that enter as ratios have a ceilingDoes it change the defect set, or does it only move the factor of the ratio?
3Paying for the same place twiceHave the places paid been drawn in the same figure?
4Confusing currencies (the speed of exit and rarity)Does the step that pays for rarity go through entropy?
5The address of the difficultyWhich quantity does the difficulty rest on?
6The mismatch between the direction of fluctuation and the soft directionIs a vector being collapsed to a scalar?
7TransferIs the sum an invariant (does another column become heavier by as much as the lightened column)?

The candidate rules of Part 11 (Table 3 of 11-08 §02) can also be used here, not as exclusions but as a record of "which root they do not work on". No candidate has "works" written in the column of the root that connects the ultraviolet and the infrared ((R2) of 11-07), and the "coupling window" (a word of Part 11, 11-06) that appears in the class of rarity closed by one step of coarse-graining (N1 + N4) was a rewording of that root. Anyone who says a band candidate works on (R2) must name an input different from every candidate.

07

The selection criteria and calibration against the literature

Turning the reasons for stopping inside out gives candidate conditions that a tool crossing the band should satisfy. Table 6 sets those conditions side by side with the ways of stopping they came from. All are candidates for necessary conditions, not sufficient conditions that guarantee crossing the band if satisfied [Reading] (physics). Especially heavy are the four (d), (g), (j) and (m).

Table 6 The selection criteria (with the ways of stopping they came from)
CriterionContentWay of stopping it came from
(a)Holds on the lattice alone (does not rely on rotation invariance)Number 23 of Table 1
(b)Distinguishes phases (fails in a massless phase, or the limiting values differ)Number 23 of Table 1
(c)Does not rely on positivity or FKGNumber 24 of Table 1 (the surface representation of SU(2)SU(2) has weights that change sign)
(d)Uses non-commutativity essentially. A principle that gives the same conclusion in models with a massless phase, such as four-dimensional U(1)U(1) or two-dimensional O(2)O(2), is wrongNumber 30 of Table 1, C2 of Table 2, X3 of Table 3
(e)Compatible with asymptotic freedomThe contradiction at N=1N=1 in §04
(f)Can handle topological sectors (twists)Number 8 of Table 1
(g)Is a non-perturbative estimate, not a restatement of one loopNumbers 25 and 27 of Table 1
(h)Is dynamical (uses the action and the flow of the coupling). Kinematic constraints alone (duality, reflection positivity, anomalies, positivity of the partition function) cannot reach, since a non-confining phase can also exist without contradictionC2 of Table 2, X2 of Table 3
(i)Can pass non-convex (negatively curved) regions. Tools based only on convexity, log-concavity or lower bounds on curvature cannot be used in the bandNumber 26 of Table 1
(j)Can cross the smallest band: in two-dimensional asymptotically free models (the O(N)O(N) model at large NN, the Gross–Neveu model), with the ultraviolet cutoff removed. A monotone quantity that cannot cross this cannot cross four dimensions eitherCalibration against the literature (below)
(k)Does not fail for small loops (short scales). Or has a form that claims only large loops§04
(l)The linearisation of the comparison map is not isometric in the fluctuationsC1 of Table 2
(m)Shows that SU(2)SU(2) has no transition, distinguishing it from the transition that U(1)U(1) has inside the band (β≈1.01\beta\approx1.01)Number 30 of Table 1, 13-06 §08

Behind (j) is the fact that even for the two-dimensional O(3)O(3) model, exponential decay at all temperatures at the lattice level (Polyakov's conjecture) is unsolved (as stated in the lecture notes of Peled–Spinka, arXiv:1708.00058; not yet checked). A tool that shows a uniform gap in four dimensions must at least have the power to show that.

Calibration against the literature. Where is the current frontier on each side of the band? Only literature whose checking is complete is marked [Cited].

To sum up, within the range we surveyed, no proof is found of mass generation in an asymptotically free theory in the limit with the ultraviolet cutoff removed. The band is not a hole peculiar to the roads of this book, but the unsolved core common to asymptotically free theories. This sentence, however, is a statement about the range surveyed, and includes literature not yet checked.

08

The table of the five grades and the dependency graph

The labels of each row of Tables 1–3 are placed in the tables. The rows this page sets out itself are the following fourteen.

Table 7 The rows of this chapter ("—" marks a row with no machine checking)
RowStatement (one line)GradeBasisScopeMachine checking
[01]The container identity with the frame fixed is the container identity of Mack–PetkovaCitedKovács–Tomboulis eqs. (18)–(22)Differing only in the sum ensemble and the averaged form—
[02]Independent containers of fixed length give only up to V(R)≳R/ln⁡RV(R)\gtrsim R/\ln R in four dimensionsCitedKovács–Tomboulis eqs. (23)–(25)R4\mathbb R^4, independent containers—
[03]The key step of Migdal–Kadanoff interpolation reduces to (3.5) of Ito–Seiler and has not been shown outside strong couplingCitedIto–Seiler arXiv:0711.4930The argument of Tomboulis arXiv:0707.2179—
[04]The Migdal–Kadanoff flow goes to strong coupling regardless of the group, and the renormalisation side does not distinguish U(1)U(1) from SU(2)SU(2)CitedKanazawa arXiv:0805.2742, Appendix AAny compact connected group—
[05]The comparison principle holds at one loopReading§04 (the heat-kernel inequality at each time, numerically)One-loop level—
[06]The comparison principle fails at β=2.1\beta=2.1, NT=2N_T=2ReadingThe table in §04162×2216^2\times2^2 against 16416^4, 7σ (independent rerun 5.5σ)—
[07]The comparison principle at N=1N=1 contradicts the scaling behaviour of asymptotic freedomReading (physics)§04As long as the scaling behaviour of asymptotic freedom is accepted—
[08]Slab confinement holds for every β\beta with NN and the lattice spacing fixed, and is not uniform in NNProved here12-04NN fixed, lattice spacing fixedThe Lean column of 12-04
[09]An isometric comparison gives only the direction β′≥β+0.023\beta'\ge\beta+0.023Proved here12-07One-loop level—
[10]Structural inputs alone cannot distinguish groupsProved here13-04"From this set of inputs alone"—
[11]The reasons for stopping of the remaining rows of Tables 1, 2 and 3Reading (physics)This book's studyThe conditions of each row—
[12]In the hierarchical model a certificate can be made by interval arithmetic over finitely many sectorsComputer-assistedNumber 3 of Table 1Hierarchical model only. Says nothing about the four-dimensional lattice—
[13]The frontier on the strong-coupling side is the area law at small β\beta for all NNCitedCao–Nissim–Sheffield arXiv:2505.16585, 2509.04688β≤β0(d)\beta\le\beta_0(d), β≲cdN\beta\lesssim c_dN—
[14]The selection criteria (a)–(m) are candidates for necessary conditions on a tool that crosses the bandReading (physics)§07Candidates for necessary conditions, not sufficient conditions—

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

[01] CIT MP      the container identity is known                            Kovács–Tomboulis (18)–(22)
[02] CIT KT      independent containers reach only R/ln R ⟸ [01]            R⁴
[03] CIT IS      the key step of Tomboulis reduces to (3.5), unproved       outside strong coupling
[04] CIT KZ      the Migdal–Kadanoff flow does not distinguish groups       any compact connected group
[05] RDG CP1     the comparison principle holds at one loop                 one-loop level
[06] RDG CPX     the comparison principle fails at β = 2.1, N_T = 2         7σ, rerun 5.5σ
[07] RDG CPN     the comparison principle at N = 1 contradicts asymptotic freedom  physics
[08] PRV SLAB    slab confinement (N fixed)                                 12-04
[09] PRV ISO     isometric comparison gives β′ ≥ β + 0.023                  12-07, one loop
[10] PRV NOGO    structure alone does not distinguish groups                13-04
[11] RDG REST    why the remaining rows stopped                             physical estimate
[12] CMP HIER    certificate for the hierarchical model                     hierarchical model only
[13] CIT CNS     the frontier on the strong-coupling side                   small β
[14] RDG CRIT    the selection criteria ⟸ [02][04][05][06][07][09][10][11]

The check 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. [14] is the only node on the conclusion side, and its label is "Reading (physics)". No row of this page shows either that the band can be crossed or that it cannot. A stopped road is only recorded as "cannot cross with this set of inputs"; a road that adds something to those inputs lies outside the ledger.


What this chapter can say

What is saidWhat is not said
Cited The average over local containers reaches only R/ln⁡RR/\ln R in four dimensions. The argument by Migdal–Kadanoff interpolation has an unproved key step and does not distinguish groupsThat the claim of Tomboulis (2007) is false (what can be said is that an unproved step remains)
Reading That the comparison principle fails for small loops (β=2.1\beta=2.1, NT=2N_T=2, 7σ, rerun 5.5σ)That the asymptotic form for large loops only is false
Proved here Slab confinement, the isometric comparison, the negative lemma for structure alone (under the conditions of each chapter)That roads adding something to these cannot cross
Reading (physics) The reasons for stopping of the remaining roads, and the selection criteriaProofs of most of the reasons for stopping. That a tool meeting the criteria crosses the band

Sources and reproduction

ItemKindSource / tools
The vortex container identity and its four-dimensional limitCitedG. Mack, V. B. Petkova, Ann. Phys. 125 (1980) 117. T. G. Kovács, E. T. Tomboulis, hep-lat/0108017 (Vortex waistlines and long range fluctuations), eqs. (18)–(25). Chapter 12-03
The claim by Migdal–Kadanoff interpolationCitedE. T. Tomboulis, arXiv:0707.2179 ((3.4), (3.7), (3.12), (3.16), (3.35), (4.19), (4.26), (5.14), (5.15), (5.22) and footnote 10 of the original)
Its criticismCitedK. R. Ito, E. Seiler, arXiv:0711.4930 ((3.5)). T. Kanazawa, arXiv:0805.2742 (Appendix A, Theorem 1). Ito–Seiler arXiv:0803.3019 not yet checked
The Tomboulis–Yaffe inequalityCitedE. T. Tomboulis, L. G. Yaffe, Commun. Math. Phys. 100 (1985) 313. T. Kanazawa, arXiv:0808.3442. Chapter 13-01
The frontier on the strong-coupling sideCitedS. Cao, R. Nissim, S. Sheffield, arXiv:2505.16585, arXiv:2509.04688
The rest of the calibration against the literatureNot yet checkedFabbri–Goller arXiv:2606.13075, Ebel–Kennedy–Rychkov arXiv:2506.03247, Bauerschmidt–Bodineau (Comm. Pure Appl. Math. 2021), Kopper–Magnen–Rivasseau (1995), Kopper (1999), Peled–Spinka arXiv:1708.00058, Fröhlich–Simon–Spencer, the measurements of the spatial string tension by Bali et al.
Test of the comparison principleReadingNumbers from this book's study (SU(2)SU(2), Wilson action, the twisted slab on 16×16×NT×NT16\times16\times N_T\times N_T and 16416^4, plaquettes and small Wilson loops). The errors are values re-taken in a re-check (7σ) and an independent rerun (5.5σ)
The thirty roads, roads discarded in the band chapters, restatements, the selection criteriaThis book's studyThe record of this book's study (the ledger of exclusions, and the examination of band candidates)

Terms used in this chapter — the ledger of exclusions, why it stopped, vortex container, the comparison principle, Migdal–Kadanoff decimation, the isometric comparison, the selection criteria, the crossover band (the band), β-monotonicity, the renormalisation comparison. Their meanings are in A-02 Glossary.

Next chapter: 13-09 The measured record — the numbers this part cites, on one page.

← 13-07 The band seen from the side of timeContents13-09 The measured record →

Revised 2026-10-15: first version.