computo ergo sum

2026-10-09 · chapter Yang–Mills and the mass gapPart 10 Towards a proof of the mass gap — building the first step of the staircaselattice directions G0–G15′, lattice walls GA1–GE4 · 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. Part 9 Where things stand, and open tasks
  97. 9-01 How far the world has come
  98. 9-02 Where the two ways of digging part
  99. 9-03 Candidates for new concepts
  100. 9-04 The list of open tasks
  101. 9-05 Common misconceptions
  102. Part 10 Towards a proof of the mass gap — building the first step of the staircase
  103. 10-00 Entrance — the staircase, and the random walk, the ruler and the clock
  104. 10-01 The line of construction and Assumption H
  105. 10-02 Roads tried on the four-dimensional lattice, and walls
  106. 10-03 The four steps of the staircase — why we start from 0+1 dimensions
  107. 10-04 The path measure of the double well, and kinks
  108. 10-05 The statement of the first step — four conditions and Proposition 4.5
  109. 10-06 (H1) Local Poincaré within a phase
  110. 10-07 The map of (H2) — seven routes and the seam of the ring
  111. 10-08 What computer-assisted means — the conditions on the chain inside the window
  112. 10-09 The sector framework and the three strands of route 5
  113. 10-10 The list of detour plans — types of breakage
  114. 10-11 (H3)(H4) and the constant of the core
  115. 10-12 The integrated table and the dependency graph
  116. 10-13 Lean statements and the limits of machine checking
  117. 10-14 Reconciliation — the numbers of the record and the known numbers
  118. 10-15 What remains and its cost — the distance to a theorem
  119. 10-16 What is not claimed
  120. 10-17 Insights and small questions
  121. Part 11 Further considerations — beyond Assumption H, and other views
  122. 11-00 Further considerations — entrance
  123. 11-01 One form that obstructs H — a nearly conserved global quantity
  124. 11-02 Choosing the ruler and the coordinates again — the length at which conservation breaks
  125. 11-03 Two ways to repair H — the sector H and the local H
  126. 11-04 Which H the one-sided bridge needs
  127. 11-05 Making time continuous — the Hamiltonian lattice and the vacuum measure
  128. 11-06 Paying with rarity instead of convexity — renormalisation on groups and log-Sobolev
  129. 11-07 Because it is four dimensions — the dimensionless coupling and topology
  130. 11-08 Questions, and what is not claimed
  131. 11-A1 Table of notation for Part 11
  132. Appendices
  133. A-01 Table of notation
  134. A-02 Glossary
  135. A-03 Guide to the literature
  136. A-04 Lean and machine checking
  137. A-05 How this book was made
  138. A-06 Index of assumptions

Roads tried on the four-dimensional lattice, and walls — they reach from below, and not from above

What this chapter shows — We put on one sheet the seventeen roads tried on the four-dimensional lattice towards Assumption H and the arrows of the line of construction (the lattice directions G0–G15′), and the twenty-one places where they stopped (the lattice walls GA1–GE4). The roads through test functions, gauge fixing and spectroscopy all end in lower bounds on CPC_P or upper bounds on the mass; tools that reach the upper side (inequalities for every ff) existed only on the strong-coupling side, where curvature works, and in a form moved into a single assumption. What was closed in Lean is the algebra from assumptions to conclusions. At the end of this chapter we say, through the correspondence between tools and walls, why we step down to the first step (the double well in 0+1 dimensions).

Prerequisite chapters — 10-01 (the eight statements, Assumption H, H↑ and H↓, the three chains), 1-10 (the variational principle, the Poincaré constant), 4-11 (the gap and finite windows), 5-02 (the strong-coupling expansion), 6-05 (steps of the renormalisation group). Notation as in 10-01 (SU(2)SU(2), d=4d=4, β=4/g2\beta=4/g^2, lattice units).

Said first — This chapter does not solve the problem. "Stopped" for a road means "we checked that this tool, in this family, does not reach this arrow"; it does not say that the proposition not reached is false. The symbols G0–G15′ and GA1–GE4 are the series on the side of the four-dimensional lattice, separate from the series of the first step (conditions (H1)–(H4), routes, strands, detour plans). Many of the numbers are readings inside models, not computations for four-dimensional SU(2)SU(2).

The order of this chapter
  1. How to read the map — the formula of arrows, and the symbols G and GA–GE
  2. One step of bookkeeping — complete families, one-link integration, the deficit of bookkeeping, the shortfall and the form of the answer (Table 1)
  3. The seventeen roads tried — one row each (Table 2)
  4. Reaching from below — test functions, gauge fixing and spectroscopy end in upper bounds
  5. Not reaching from above — curvature, tubes, one-dimensional chains of scales, boundaries
  6. Twenty-one walls — five types (Table 3)
  7. What remained — algebra closed in Lean, and numerical readings (Table 4)
  8. Why we step down to the first step — which tool stopped at which wall (Table 5)

01

How to read the map — the formula of arrows, and the symbols G and GA–GE

The roads and walls of this chapter are attempts to push one of the arrows of the line of construction in 10-01 §08. Rewritten with the band statement split into its upper and lower halves, it has the following form.

one step of bookkeeping⏟§02 → ∑kδ(bk)<∞  (S5) → H↓ ∧ H↑  (S4) → properties of the limit  the demand of the problem statement(1)\underbrace{\text{one step of bookkeeping}}_{§02}\ \xrightarrow{\ \sum_k\delta(b_k)\lt\infty\ }\ \mathrm{(S5)}\ \xrightarrow{\ \mathrm{H}{\downarrow}\ \wedge\ \mathrm{H}{\uparrow}\ }\ \mathrm{(S4)}\ \xrightarrow{\ \text{properties of the limit}\ }\ \text{the demand of the problem statement} \tag{1}

δ(b)\delta(b) is the shortfall of one step (§02), (S5) is a2CP≍1a^2C_P\asymp1, (S4) the gap in physical units, and the properties of the limit are (S1)(S2)(S3)(S6)(S7)(S8) (10-01 Table 1). H↓ is CP≳ξRG2C_P\gtrsim\xi_{\rm RG}^2 (one test function suffices), H↑ is CP≲ξRG2C_P\lesssim\xi_{\rm RG}^2 (an inequality over all test functions). None of the arrows of (1) is proved.

A road (a lattice direction) is the pair of one question and one set of tools applied to it. The symbols are G0–G15′; G9′ and G15′ take up the original question again. A wall (a lattice wall) is a one-sentence statement of why a certain road, with certain tools, stopped short of a certain arrow; in the symbols GA1–GE4 the letter gives the type (§06). They are the numbers of the "directions 0–15′" and "walls A1–E4" of the earlier version of Part 10, with G added.

Example: G12 (a test function giving H↓) pushed H↓ of (1), and stopped short of H↑ at GA1 (test functions bound CPC_P only from below). G0 (strong-coupling curvature) is not on (1); it sits outside to the left. Uniform estimates at strong coupling are CP=O(1)C_P=O(1), the opposite side of (S5) (10-01 §06).

02

One step of bookkeeping — from complete families to the sum of shortfalls

One step is the map that coarsens the lattice spacing from aa to baba, integrates out some of the fine variables, and makes the action of the coarse lattice (6-05). The bookkeeping here takes three moves: (i) choose links that can be integrated in closed form, (ii) write the remaining action with characters, (iii) read the coefficient of the fundamental representation of the coarse plaquette as β′\beta'. It is of the "decimation" type, keeping some of the original links (Migdal–Kadanoff is an approximation of the same type). The area law, dimension counting and the one-loop coefficient are known rewritings, not counted as results.

Complete families. If the links to be integrated never lie on the same plaquette, then with the rest held fixed the weight of each link separates independently and can be integrated. A family that removes exactly one link from every plaquette is called a complete family.

F⊂E is complete  ⟺  for every plaquette P, ∣P∩F∣=1;fx≤2,  1∣V∣∑xfx=d2 ⟹ d≤4(2)F\subset E\ \text{is complete}\iff\text{for every plaquette }P\text{, }|P\cap F|=1;\qquad f_x\le2,\ \ \frac1{|V|}\sum_xf_x=\frac d2\ \Longrightarrow\ d\le4 \tag{2}

Proved here An edge lies on 2(d−1)2(d-1) plaquettes, so counting the pairs (P,ℓ∈P∩F)(P,\ell\in P\cap F) in two ways gives the density of the family ∣F∣/∣E∣=1/4|F|/|E|=1/4. Two perpendicular edges at the same vertex are two adjacent edges of one plaquette, so the number fxf_x of edges of the family at a vertex xx is at most the two along one axis, and comparing with the average d/2d/2 gives d≤4d\le4. The classification including existence is Table 1; the statements are LeanPerfectFamily.perfectK_one_iff (assumption: 2≤d2\le d. Conclusion: the box (Z/L)d(\mathbb Z/L)^d of period LL has a complete family of edges   ⟺  d≤4\iff d\le4 and LL is even) and no_perfectZ_of_five (assumption: d≥5d\ge5. There is none on Zd\mathbb Z^d). No prior record was found in what we searched, but it may be known. This 4 is a combinatorial number of the lattice; its agreement with the four dimensions of spacetime is a coincidence with no relation.

Proved hereTable 1 Existence of complete families of edges on (Z/L)d(\mathbb Z/L)^d (the statement of perfectK_one_iff written out. In brackets, the number of edges in one family = 1/4 of the number of edges)
Periodd=2d=2d=3d=3d=4d=4d=5d=5
L=2L=2Yes (2)Yes (6)Yes (16)No
L=3L=3NoNoNoNo
L=4L=4Yes (8)Yes (48)Yes (256)No

One-link integration. The 6 plaquettes on which an edge ℓ\ell of the family lies contain no other edges of the family, so UℓU_\ell pairs only with the sum MM of staples (the products of the three edges of a plaquette other than ℓ\ell), and the integral is determined by ∣M∣|M| alone.

∫SU(2)eβ2tr⁡(UM)dU=2I1(β∣M∣)β∣M∣=:F(β∣M∣),β2t8−β4t264≤ln⁡F(βt)≤β2t8(3)\int_{SU(2)}e^{\frac\beta2\operatorname{tr}(UM)}dU=\frac{2I_1(\beta|M|)}{\beta|M|}=:F(\beta|M|),\qquad \frac{\beta^2t}8-\frac{\beta^4t^2}{64}\le\ln F(\beta\sqrt t)\le\frac{\beta^2t}8 \tag{3}

The left is the standard formula of the SU(2)SU(2) heat-bath method Cited (5-07); the two-sided estimate on the right is Leanlog_F0_le, log_F0_ge (assumption: only that the argument is non-negative). The conditional density of the remaining edges is a product of six sources and does not close into the one-link type, so this trick works only once Assumption (there is a paper argument, but this book gives no proof).

The deficit of bookkeeping. After integrating a complete family, not a single "intact" plaquette with all 4 edges remaining is left, and the coupling can only be reborn from broken plaquettes. For the fraction ee of remaining edges and the fraction qq of intact plaquettes, counting pairs gives

e−q=14∣P∣∑P broken∣P∩EK∣ ≥0(4)e-q=\frac1{4|\mathcal P|}\sum_{P\text{ broken}}|P\cap E_K|\ \ge0 \tag{4}

Proved here (double counting) LeanIncidence.intact_frac_le (assumption: the incidence is regular. Conclusion: q≤eq\le e). Stacking steps does not reach it: in a sequence of complete steps the remaining edges are (2k+1)/2k+1>1/2(2^k+1)/2^{k+1}\gt1/2, no_blocking (assumption: a sequence of complete steps), and in any sequence removing at most 1/4 at each step, reducing the edges to 1/161/16 leaves at most 1/655361/65536 of the 4-loops, blocking_shortfall (assumption: fraction ≤1/4\le1/4). The reading of this subsection is that the wall of bookkeeping was neither curvature nor packing, but the way of bookkeeping that counts only intact plaquettes.

Discs and a weak-coupling step. Integrating the interior of a disc-shaped set of AA plaquettes raises the coefficients of every channel of the character expansion to the power AA: u(β′)=u(β)Au(\beta')=u(\beta)^A, and for a 2×22\times2 disc, β′=β4/64+O(β6)\beta'=\beta^4/64+O(\beta^6) Cited (a rewriting of the strong-coupling area law and two-dimensional decimation, 5-02, 6-02). It is a semigroup in the area, with β′<β\beta'\lt\beta everywhere LeandiscStep_semigroup, step_lowers_coupling (assumption: surfaces of disc shape). In the Gaussian approximation at weak coupling, the b2b^2 plaquettes of a disc act in series and the bd−2b^{d-2} transverse layers in parallel, giving

βdisc′=βb2,βtree′=β bd−4,κdisj(b)=1b2+2b2+4b<1(5)\beta'_{\text{disc}}=\frac{\beta}{b^2},\qquad \beta'_{\text{tree}}=\beta\,b^{d-4},\qquad \kappa_{\rm disj}(b)=\frac1{b^2}+\frac{2}{b^2+4b}\lt1 \tag{5}

βbd−4\beta b^{d-4} is the dimension count of the coupling, marginal at d=4d=4 Cited (4-04). The contribution of surfaces sharing no edges does not reach 1 LeankappaDisj_lt_one (assumption: b≥2b\ge2), and the bookkeeping of surfaces has the multiplicative form β′=κ(b)β\beta'=\kappa(b)\beta, not the subtractive form of one loop β′=β−κln⁡b\beta'=\beta-\kappa\ln b.

The one-loop slope and the shortfall. On top of the tree-level β′=β\beta'=\beta sits the one-loop correction from the fast modes (momenta between π/(ba)\pi/(ba) and π/a\pi/a). Measured by the integral over a lattice window, it takes the form

β′=β−κLeff(b),Leff(b)=ln⁡b+C−δ(b),δ(b)=c2b2+O(b−4)(6)\beta'=\beta-\kappa L_{\rm eff}(b),\qquad L_{\rm eff}(b)=\ln b+C-\delta(b),\qquad \delta(b)=\frac{c_2}{b^2}+O(b^{-4}) \tag{6}

κ=4Nb0=11/(3π2)=0.3715110\kappa=4Nb_0=11/(3\pi^2)=0.3715110 is the known one-loop coefficient Cited (4-06). The slope read from the difference of windows is 1.000028 at b=32→64b=32\to64; multiplied by κ\kappa it is 0.371521, agreeing with 11/(3π2)11/(3\pi^2) to a relative 2.8×10−52.8\times10^{-5} Reading (an agreement inside the model of the one-loop kernel; not a non-perturbative check). The coefficients of the shortfall are c2=0.0197(5)c_2=0.0197(5) (weight ww) and 0.4200(5)0.4200(5) (weight w2w^2), and at b=2b=2, δ(2)=0.1335\delta(2)=0.1335 and 0.22840.2284 Reading (fits in the same model). On the other side, the effective slope Δβ/ln⁡(a1/a2)\Delta\beta/\ln(a_1/a_2) read from the actual lattice aσa\sqrt\sigma (Table 2 of 10-01) is 0.304 over β=2.25→2.60\beta=2.25\to2.60, reaching neither the one-loop 0.3715 nor the two-loop 0.397 Reading. Assuming the step-by-step form ξ(β−κln⁡b)=ξ(β)/b\xi(\beta-\kappa\ln b)=\xi(\beta)/b for every b≥1b\ge1 gives ξ(β)=ξ(0)eβ/κ\xi(\beta)=\xi(0)e^{\beta/\kappa} Proved here Leanxi_eq_exp (assumption: that functional equation; neither continuity nor monotonicity is assumed). The physical content lies on the side of the assumed functional equation (the one-loop running put down as an equation).

The form of the answer. Stacking steps with bb fixed, the shortfall accumulates by the same amount each step, and if δ(b)≠0\delta(b)\ne0 the sum diverges. For a sequence with growing step scales bk=k+2b_k=k+2, ∑kc2/(k+2)2<∞\sum_kc_2/(k+2)^2\lt\infty and it stays bounded Proved here Leanfixed_step_bounded_iff (assumption: a constant error εj=d≥0\varepsilon_j=d\ge0. Conclusion: the partial sums are bounded   ⟺  d=0\iff d=0). For example, with the provisional value c2=1c_2=1, fixing b=2b=2 gives a total of 250 after 1000 steps, while with bj=j+2b_j=j+2 the total stays within π2/6−1=0.645\pi^2/6-1=0.645 (values of closed formulas). What ties this shortfall to the first arrow of (1) is the algebra of two powers.

CP≍ξ 2−η,a ξ∝aθ⟹a2CP∝ap,p=η+(2−η) θ(7)C_P\asymp\xi^{\,2-\eta},\qquad a\,\xi\propto a^{\theta}\quad\Longrightarrow\quad a^2C_P\propto a^{p},\qquad p=\eta+(2-\eta)\,\theta \tag{7}

θ\theta is the exponent of accumulation of the shortfall (with bb fixed, δ(b)/ln⁡b\delta(b)/\ln b), and η\eta is the dynamical power ηdyn\eta_{\rm dyn}. If 0≤η≤20\le\eta\le2 and θ≥0\theta\ge0, then p=0  ⟺  η=0∧θ=0p=0\iff\eta=0\wedge\theta=0 Proved here Leandrain_exponent, drainExp_eq_zero_iff (assumptions: the power form of (7) and the signs). In words, "under Assumption H (η=0\eta=0), (S4) ⟺ ∑kδ(bk)<∞\sum_k\delta(b_k)\lt\infty", which is the "form of the answer" of the earlier version. Besides H, this statement stands on the power form of (7), a model in which the errors of the steps are additive and bounded, and δ\delta being the value of the model of the one-loop kernel Assumption. The algebra that if the partial sums of the errors of the steps are bounded then ak2CP(k)a_k^2C_P^{(k)} stays in a positive band is also closed LeanS4_two_sided (assumptions: partial sums ∣∑j<kεj∣≤M|\sum_{j\lt k}\varepsilon_j|\le M, positivity of coefficients. Reading this as ak2CP(k)a_k^2C_P^{(k)} is on the side of the text).

A road that changes the kernel to make δ(2)=0\delta(2)=0 exists in the one-parameter family c1(q)=α+(1−α)cos⁡qc_1(q)=\alpha+(1-\alpha)\cos q at α0=1.4400\alpha_0=1.4400, but the neighbouring weight is negative Reading. For kernels with positive weights, c2>0c_2\gt0 Leanc2_ge_of_nonneg_weights (assumption: c2c_2 is an increasing affine function A+κSA+\kappa S of the kernel quantity S≥0S\ge0, with A,κ>0A,\kappa\gt0, a measured dependence. Not an unconditional claim). Negative weights can collide with reflection positivity, so within the families examined, removing the shortfall and the condition for returning to a quantum theory are not compatible. Outside the families it is undecided.

03

The seventeen roads tried — one row each

Table 2 lines up the seventeen roads one row each. The symbols in the "Where it stopped" column are the walls of §06, and the "What remained" column is algebra closed in Lean (assumptions in brackets) or labelled statements.

Table 2 The seventeen roads tried on the four-dimensional lattice (the lattice directions G0–G15′)
RoadWhat (arrow pushed)With which toolsWhere it stoppedWhat remained
G0Widen the β\beta where the curvature method works (outside (1), strong-coupling side)Lower bound on the Hessian form after one-link integration of a complete family, and the Bakry–Émery criterionUp to β<2/27=0.2722\beta\lt\sqrt{2/27}=0.2722. The correlation length is about 1/10 of a lattice spacing, on the opposite side from the limit (GC1)Leanhess_gauge (assumptions: the period LL is even with L≥3L\ge3, unit quaternions, pure imaginary perturbations. Conclusion: ∂τ2Φ≥−27β2∑∣Xe∣2\partial_\tau^2\Phi\ge-27\beta^2\sum|X_e|^2). The stage proceeding to the gap is Assumption
G1Bookkeep the continuum limit as a sequence of steps (one step of bookkeeping)Complete families, character expansion, disc steps, one-loop windowsOne-link integration works only once (GB6). The bookkeeping of surfaces is multiplicative and does not produce the one-loop slopediscStep_semigroup, step_lowers_coupling, kappaDisj_lt_one, intact_frac_le, no_blocking, blocking_shortfall of §02
G2Is the sum of the shortfalls δ(b)\delta(b) finite (Σδ)Window integrals of the model of the one-loop kernelWith bb fixed the sum diverges. The kernel with δ(2)=0\delta(2)=0 has a negative neighbouring weight (GB4). The difference of c2c_2 with the choice of gauge went only as far as reading it positive in two gauges (GE2)fixed_step_bounded_iff, c2_ge_of_nonneg_weights (assumption: the measured dependence). Reading c2c_2
G3Can the dynamical power η\eta be read from the strong-coupling series (the η\eta of H)High-order strong-coupling expansion, Dlog-PadéNear the pole the series takes the renewal form G=A/(1−K(p))G=A/(1-K(p)), which forces η=0\eta=0. At an essential singularity under asymptotic freedom the exponent cannot be read (GB5)Leanrenewal_chi_mul_massSq, renewal_residue_pos (assumption: coefficients of the renewal form A,c0>0A,c_0\gt0. Conclusion: χm02=A/c0>0\chi m_0^2=A/c_0\gt0). That it takes the renewal form is Assumption
G4In which dimensions do complete families of edges and faces exist (one step of bookkeeping)Double counting, exhaustive search for exact coversFor edges, only for d≤4d\le4 with an even period. For kk-cells there is an upper limit d≤3k+1d\le3k+1, and d=9d=9 for k=3k=3 is undecidedperfectK_one_iff, no_perfectZ_of_five, no_perfect_k4_d9, no_perfect_k5_d8 (assumption: period 2 only)
G5Why four dimensions is the borderline (Σδ)The recursion for the drift of the steps xk+1=bd−4xk+εkx_{k+1}=b^{d-4}x_k+\varepsilon_kContracts for d<4d\lt4, accumulates for d=4d=4. The same as the standard dimension count; not a reproduction of the constructions in lower dimensionsLeandev_le_of_contracting (assumptions: 0≤λ<10\le\lambda\lt1, ∣εj∣≤E|\varepsilon_j|\le E. Conclusion: drift ≤E/(1−λ)\le E/(1-\lambda)), dev_eq_of_marginal (with λ=1\lambda=1 and constant EE, drift =nE=nE)
G6Use reflection positivity for an estimate from below ((S2)(S7))Representation by the transfer matrixFor the overlap Z~\tilde Z with the lightest state, an upper bound Z~≤χm\tilde Z\le\chi m came out where a lower bound was wanted. The question moved to G12Leanoverlap_le_susc_mul_gap (assumptions: m>0m\gt0, Z~≥0\tilde Z\ge0, Z~coth⁡(m/2)≤χ\tilde Z\coth(m/2)\le\chi)
G7Does the form of the area law appear inside the bookkeeping ((S3))Coefficient 4(β/4)A4(\beta/4)^AA rewriting of the strong-coupling area law, which holds even for abelian groups. Not counted as evidence of confinement. The content went to G15Cited (Wilson 1974, Osterwalder–Seiler 1978)
G8Is the closed form of kk-link integration analytic even in the continuum limit (one step of bookkeeping)Closed form of a single sumThe two-link correction is of size β3\beta^3 and not an obstacle. Analyticity has not been shownAssumption (a calculation inside the strong-coupling expansion)
G9′Is the "small defect" of a posting that claims a construction the same quantity as δ\delta (Σδ)Comparison of typesThe sum of defects is a quantity of the contracting sector; δ\delta is the shortfall of the coefficient of the marginal sector. The words sit in the same place, but the quantities differWe do not judge whether the posting is right or wrong (the policy of 9-01)
G10Stack the curvature method scale by scale to make a tool for H↑ (H↑)Multiscale Bakry–Émery, curvature on the Gribov region, one step of gradient flowCannot be written beyond the cross terms of two scales (GC1). Details in §05Leancomp_class_eq_of_equivariant_bijection (assumption: the flow is a bijection commuting with the gauge action), autocov_sum_le_on_invariant (assumption: Poincaré on an invariant subspace)
G11Is the estimate of CPC_P uniform in volume and boundary condition ((S1))Bare link angles, comparison of boundary conditionsWith bare link angles the ratio is 1 and the worry about zero modes disappeared. Instead the boundary condition matters, and H↑ can break in a periodic box (GD3)Assumption (a reading under the conjecture that HMC and Langevin are in the same universality class)
G12Is there a test function giving H↓ (H↓)Three families: plaquettes, bare link angles, gauge-fixed long-wavelength modesLocal operators have dimension 4, so η≥2\eta\ge2 (GB1); link angles give ratio 1; gauge fixing runs into single-valuedness (GB2)profileQuotient_isGreatest, fisherEta_eq_zero_iff_canonical, eta_ge_two_of_bounded_susc (assumption: susceptibility uniformly bounded), prop_at_gap_scale (assumption: pure-power propagator), jump_energy_ge
G13Can gauge-fixed long-wavelength modes be made single-valued (H↓)Weighted averages over orbits (the schemes of Parrinello–Jona-Lasinio and Zwanziger)Sharp means multivalued, blunt means the long wavelengths vanish (GB2). The numbers are tests on compact U(1)U(1)orbitAvg_gauge_invariant, orbitAvg_continuous (assumptions: orbits of a finite group, positive continuous weights)
G14Bound the gap with smoothed operators and spectroscopy (H↓ and upper bounds)Wilson flow, APE, variational method, effective massEnds in upper bounds (GA2). A lower bound needs a lower bound on the overlap. The cost of measuring the numerator is ≥cLd+2\ge cL^{d+2} (GB3)meff_antitone, meff_ge_of_corr, gap_ge_of_overlap (assumption: a lower bound qq on the overlap), light_admixture_invisible, cost_ge, sqQuotient_between
G15Build the lower half of a single scale, m2≳σm^2\gtrsim\sigma (chain (ii))Entropy of tubes, deficit D=m−4σD=m-4\sigma, pillar model, Wulff shapeMoved into the operator inequality T(c,1)T(c,1), but there is no type of proof for it (GC2)mass_sq_ge_of_tube (assumption: a norm estimate that is a consequence of T(c,1)T(c,1)), mass_bound_localized, linear_regime_breaks_onescale, casimir_only_no_bound, linear_deficit_breaks_inv
G15′Sandwich H↑ with a one-dimensional chain of scales (H↑)The radial type of holography, two-weight Hardy inequality, sandwiching autocorrelationsSandwiched only under the projection assumption (P). (P) is not weaker than H, and in a periodic box it breaks through the topological charge (GC3)conditional_scale_bound (assumptions: (P), shortfalls non-negative with bounded partial sums, geometric-series weights), const_defect_scale_unbounded, tau_int_le, rayleigh_le_tau

Seen arrow by arrow, there is a bias. Stopped roads gather at H↓ and outside (1). Only two roads aimed at H↑, G10 and G15′; G10 stopped at the cross terms, and G15′ sandwiched only under (P). No road reached the recovery of rotational symmetry (S6) or non-triviality (S8). (S3)(S6) are claims of a kind that do not come out however many times the map of one step is composed (GB7).

04

Reaching from below — test functions, gauge fixing and spectroscopy end in upper bounds

G6, G12, G13 and G14 all aimed at estimates from below, and stopped at a place of the same form. CPC_P is a supremum over test functions, and the gap is an infimum over states, so what one test function or one operator gives is in either case only one side.

CP=sup⁡fVar⁡(f)E(f) ≥ Var⁡(f0)E(f0),Elow=inf⁡ψ⊥Ω⟨ψ,Hψ⟩⟨ψ,ψ⟩ ≤ meff(k)(8)C_P=\sup_f\frac{\operatorname{Var}(f)}{\mathcal E(f)}\ \ge\ \frac{\operatorname{Var}(f_0)}{\mathcal E(f_0)},\qquad E_{\rm low}=\inf_{\psi\perp\Omega}\frac{\langle\psi,H\psi\rangle}{\langle\psi,\psi\rangle}\ \le\ m_{\rm eff}(k) \tag{8}

Cited The variational principle (1-10). Ω\Omega is the vacuum, HH the Hamiltonian of the transfer matrix, and meff(k)=ln⁡(C(k)/C(k+1))m_{\rm eff}(k)=\ln(C(k)/C(k+1)) the effective mass at time kk. H↓ is a statement about "some ff", the side test functions can reach; H↑ is about "every ff", the side they cannot.

Local operators (G12). In the family made by translating one operator OxO_x and summing with weights, the freedom of the weights collapses to a single best momentum LeanprofileQuotient_isGreatest (assumptions: finitely many momenta, the Fourier transform of the denominator is positive). The numerator is a susceptibility, and estimating it by the integral up to radius ξ\xi,

Var⁡(fO)E(fO)≍ξ 2−ηs,ηs=min⁡(2ΔO−(d−2), 2),ΔO≥4⇒ηs=2(9)\frac{\operatorname{Var}(f_O)}{\mathcal E(f_O)}\asymp\xi^{\,2-\eta_s},\qquad \eta_s=\min\bigl(2\Delta_O-(d-2),\,2\bigr),\qquad \Delta_O\ge4\Rightarrow\eta_s=2 \tag{9}

(assuming a power form of the correlations). ηs\eta_s is the static power of each operator, a different quantity from the dynamical ηdyn\eta_{\rm dyn} (8-05). The lowest dimension of gauge-invariant local operators is the 4 of tr⁡F2\operatorname{tr}F^2 Cited, so the ratio does not grow with ξ\xi Leaneta_ge_two_of_bounded_susc (assumption: the susceptibility is uniformly bounded; the boundedness comes from the physical assumptions of the form of correlations and Δ=4\Delta=4). For bare link angles, under the measure without gauge fixing each link angle is uniform and independent, and the ratio is 1 independently of β\beta and the volume Proved here (a direct calculation from the invariance of the Haar measure; the same mechanism as Elitzur's theorem).

Gauge fixing (G13). Gauge-fixed long-wavelength modes are non-local and avoid the wall of dimension, but the choice of representative must be single-valued. Taking a weighted average at temperature TT over the orbit makes it single-valued and continuous LeanorbitAvg_gauge_invariant, orbitAvg_continuous. In the smallest example, the U(1)U(1) ring (LL edges), the amplitude of the averaged mode vanishes exponentially with LL as (I1/I0)L−1(I_1/I_0)^{L-1} for blunt fixing, and jumps at the total angle Φ=π\Phi=\pi for sharp fixing Proved here (closed formulas from Fourier series). The same functional serves both as "a tool for choosing among copies" and "a tool for evening out long wavelengths", so the two demands sit at the two ends of a single knob. The numbers measured for four-dimensional compact U(1)U(1) (the scatter between copies being 3.25 standard deviations, and so on) are Reading; they were not measured for SU(2)SU(2).

Spectroscopy (G6, G14). Smoothing in the three spatial directions only stays on one time slice, and correlations keep the form C(k)=∑nwne−EnkC(k)=\sum_nw_ne^{-E_nk} (wn≥0w_n\ge0) Cited (5-03). With this form the effective mass decreases monotonically Leanmeff_antitone (assumption: a representation with non-negative weights), and at every kk it is an upper bound on the lowest energy meff_ge_of_corr. A lower bound needs a different input.

Elow ≥ 1k[ln⁡q+ln⁡C(0)C(k)](wlow≥q C(0) assumed)(10)E_{\rm low}\ \ge\ \frac1k\Bigl[\ln q+\ln\frac{C(0)}{C(k)}\Bigr]\qquad(w_{\rm low}\ge q\,C(0)\ \text{assumed}) \tag{10}

Proved here Leangap_ge_of_overlap (assumptions: a representation with non-negative weights and a lower bound qq on the overlap). The price of the lower bound is exactly one lower bound on the overlap; without qq, a light state of weight ε\varepsilon changes the correlation by only ε\varepsilon at every kk light_admixture_invisible (a concrete two-level example). That no lower bound on the gap follows from finitely many measurements is a restatement of the known framework of the equivalence of a gap and exponential clustering Cited (4-11). On the numerical side, the effective mass of a smoothed operator at β=2.6\beta=2.6, 12412^4 was ≤0.501±0.071\le0.501\pm0.071, touching the am(0++)=0.514(8)am(0^{++})=0.514(8) of the original source from below Reading (Monte Carlo, reading of an upper bound). A four-dimensional flow that also smooths in the time direction does not stay on one slice, and breaks the upper-bound property with an effective mass that increases monotonically Proved here (closed formulas for the free field). The cost of measuring is ≥cLd+2\ge cL^{d+2}, from the relaxation time ∝L2\propto L^2 of the softest mode in a box of side LL cost_ge (assumptions: a lower bound on the relaxation time, and the number of sweeps needed for relative precision).

The three roads reached the same wall. Each needs "the overlap of gauge-invariant operators with the lightest fluctuation is bounded from below", which includes "no other light state is hidden", a statement about all states. It has the same form as H↑.

05

Not reaching from above — curvature, tubes, one-dimensional chains of scales, boundaries

H↑ is an upper bound on CPC_P. The types of tools that give upper bounds are limited; there are two representative ones.

∇2U≥K>0 ⟹ CP≤1K(Bakry–Eˊmery),B≤CP≤4B(one dimension, Muckenhoupt)(11)\nabla^2U\ge K\gt0\ \Longrightarrow\ C_P\le\frac1K\quad(\text{Bakry–Émery}),\qquad B\le C_P\le4B\quad(\text{one dimension, Muckenhoupt}) \tag{11}

Cited The left comes from a lower bound on the curvature of the measure e−Ue^{-U} (1-10); the right sandwiches CPC_P within a factor of 4 by the maximum BB of "the mass before a point × the resistance beyond it", which can be computed only in one dimension.

Curvature scale by scale (G0, G10). The known places where inequalities of the type of H↑ stand as theorems are only curvature, diameter, convexity, strong coupling, and the multiscale Bakry–Émery uniform in the lattice regularisation for the high-temperature phase of continuum scalar fields in two and three dimensions Cited (Theorem 1.1 of Bauerschmidt–Dagallier; the criterion is Theorem 2.5 of Bauerschmidt–Bodineau). For four-dimensional gauge fields, the curvature after one-link integration is positive only at strong coupling (G0). Examining the curvature on the Gribov region in a finite-dimensional model, it was positive only on the strong-coupling side, and the non-convexity came from the zero-momentum mode Reading (on samples with L=2,3,4L=2,3,4). The ultraviolet fluctuations remaining after removing the zero modes cannot be overcome by one step of gradient flow: the flow is a bijection commuting with the gauge action, so it does not shrink the space of functions Leancomp_class_eq_of_equivariant_bijection; the only gain is in changing the metric, and the curvature of the pushed-forward measure became more deeply negative with flow time Reading (within the range measured: open box ℓ=3\ell=3, typical points at β=2.3,4\beta=2.3,4, t≤0.5t\le0.5).

The deficit of tubes (G15). We moved the lower half of chain (ii), m2≳σm^2\gtrsim\sigma, into an inequality between the transfer operator T\mathcal T of closed tubes and the perimeter operator ℓ^\hat\ell.

T(c,1):T ≤ exp⁡ ⁣(−(σℓ^+c/ℓ^))⟹m ≥ min⁡ℓ>0(σℓ+cℓ)=2cσ(12)T(c,1):\quad \mathcal T\ \le\ \exp\!\Bigl(-\bigl(\sigma\hat\ell+c/\hat\ell\bigr)\Bigr)\qquad\Longrightarrow\qquad m\ \ge\ \min_{\ell\gt0}\Bigl(\sigma\ell+\frac c\ell\Bigr)=2\sqrt{c\sigma} \tag{12}

Proved here (the right is the AM–GM inequality) Leanmass_sq_ge_of_tube (assumption: the norm of the transfer operator is at most e−2cσe^{-2\sqrt{c\sigma}}. Conclusion: m2≥4cσm^2\ge4c\sigma). The power of 1/ℓ1/\ell is the only power that makes the coefficient cc dimensionless. The content is on the side of T(c,1)T(c,1), which itself has no type of proof. In the region where the strong-coupling surface expansion converges, the lower half of a single scale is itself false linear_regime_breaks_onescale (assumption: a sandwich in the region of convergence); in counting with the pillar model the deficit can have either sign, the Wulff shape is a rhombus, and T(c,1)T(c,1) stands only after the anisotropy is subtracted linear_deficit_breaks_inv (negative control). The final form is three assumptions, "localised TT on short loops, a Casimir floor on large loops, and a seam between them" mass_bound_localized; the floor alone gives no lower bound casimir_only_no_bound.

A one-dimensional chain of scales (G15′). In holographic models the gap is an eigenvalue problem in a single radial variable, and on that variable the band statement CP≍ξ2C_P\asymp\xi^2 becomes an identity needing no proof Proved here (ground-state transformation H=P†PH=P^\dagger P and the variational principle). To bring this onto the lattice, we put a one-dimensional chain on the scale s=ln⁡ℓs=\ln\ell and sandwiched CPC_P with the discrete version of the right of (11).

(P) ∧ ∑kδ(bk)≤Sδ⟹e−2TCP is bounded independently of T=ln⁡(1/a) (13)\text{(P)}\ \wedge\ \sum_k\delta(b_k)\le S_\delta\quad\Longrightarrow\quad e^{-2T}C_P\ \text{is bounded independently of}\ T=\ln(1/a)\ \text{} \tag{13}

Leanconditional_scale_bound (assumptions: projection (P), shortfalls non-negative with bounded partial sums, geometric-series weights; the Hardy sandwich for finite chains is a reproof of a known result). As a negative control, with a constant shortfall the boundedness breaks const_defect_scale_unbounded. The content is on the side of (P), and (P) splits into four, "the variance can be split scale by scale", "the conditional Poincaré constants of each stage are uniform", "the conductance across stages is bounded", "the state space is a single line of scales", of which the last three have not been shown Assumption. (P) is not weaker than H. The one-dimensional chain did not show H↑; it restated H↑ as (P).

Boundaries and the topological charge (G11, G15′). In a periodic box the state space splits into sheets by topological charge QQ, connected only at the ultraviolet end. For reversible dynamics, for every observable

R(f)=Var⁡fE(f) ≤ τint(f) ≤ CP(14)R(f)=\frac{\operatorname{Var}f}{\mathcal E(f)}\ \le\ \tau_{\rm int}(f)\ \le\ C_P \tag{14}

holds Cited Leantau_int_le, rayleigh_le_tau (finite reversible chains; a reproof of known facts), and every measured τint\tau_{\rm int} is a lower bound on CPC_P. The original source reports for HMC-type dynamics an effective dynamical exponent of the square of the topological charge of "about 5" Reading (Schaefer–Sommer–Virotta 2011); combining this with the conjecture that HMC and Langevin are in the same universality class Assumption and (14), in a periodic box CP≳a−5C_P\gtrsim a^{-5} and H↑ breaks. It is a conditional reading on top of a conjecture. "About 5" is a value for SU(3)SU(3); the same measurement for SU(2)SU(2) was found in one source (HMC, periodic boundaries, small boxes, three points), reported to be close to a−2a^{-2} Reading (Abe–Morikawa–Suzuki 2025; the note in 10-01 §05). Open boundaries remove this barrier only inside a finite box with the physical side held fixed (a count using the charge of a subregion as test function Assumption; in the original source too, the autocorrelation time of Q2Q^2 with open boundaries grows roughly in proportion to the length in the time direction Reading). In this book's order, which makes the volume infinite first, this is expected not to help, and the candidate direction is to rewrite the statement of Assumption H itself as a sentence sector by sector, or as a local sentence with support limited to a few correlation lengths (the note in 10-01 §05; how to rewrite it is dealt with in Part 11).

Thus every road on the upper side stopped by naming the place to which the difficulty had moved.

m2≳σ ⟸ Tloc(c)∧floor∧seam,CP≲ξ2 ⟸ (P)∧∑δ<∞(15)m^2\gtrsim\sigma\ \Longleftarrow\ T_{\rm loc}(c)\wedge\text{floor}\wedge\text{seam},\qquad C_P\lesssim\xi^2\ \Longleftarrow\ \text{(P)}\wedge\textstyle\sum\delta\lt\infty \tag{15}

The arrows go only one way, from right to left, and every right-hand side is an assumption.

06

Twenty-one walls — five types

A wall is a one-sentence statement of why a certain road, with certain tools, stopped short of a certain arrow of (1). There are five types, given by letters: principle (GA), which comes from the direction of an inequality and does not depend on the details of the tool; structure (GB), where demands are not compatible within the chosen family, bookkeeping or series (outside the family it is undecided); tool (GC), where the type of inequality needed is known but there is no tool to show it; assumption (GD), the footing of conditional statements; measurement and literature (GE), what was not settled by numbers, boxes or primary sources. No wall is a proof that it "cannot be crossed".

Table 3 Twenty-one walls (the lattice walls GA1–GE4. "To move" is what follows from the definition)
WallOne lineTo moveArrow
GA1Test functions bound CPC_P only from below CitedAn inequality of a type other than test functionsH↑
GA2Spectroscopy ends in upper bounds on the gap. A light state with small weight is invisible in a finite window CitedA lower bound on the overlap with the lightest state(S4)
GB1Local gauge-invariant operators have dimension 4 or more, so ηs=2\eta_s=2 (algebra under the assumption that the susceptibility is bounded)Smooth out up to radius ξ\xi (→GB3)H↓
GB2Gauge fixing: sharp means multivalued, blunt means the long wavelengths vanish Reading (U(1)U(1))A construction separating selection from smoothing (no proposal)H↓
GB3The numerator of smoothed operators is the zero-momentum susceptibility, and the cost of measuring it is ≥cLd+2\ge cL^{d+2}Bound the numerator by estimates rather than measurementH↓
GB4The kernel with δ(2)=0\delta(2)=0 has a negative neighbouring weight. For kernels with positive weights c2>0c_2\gt0 (under the measured dependence)Kernels outside the familyΣδ
GB5The strong-coupling series has the renewal form, forces η=0\eta=0, and does not let the exponent be readInformation from outside the seriesThe η\eta of H
GB6One-link integration of a complete family works for one step onlyA different bookkeeping that stacks stepsOne step of bookkeeping
GB7(S3)(S6) do not come out of compositions of the map of one stepAnother tool to show the properties of the limitLimit
GC1There is no tool of the type of H↑. The proposal of stacking curvature scale by scale stops at the cross termsEstimates of the cross termsH↑
GC2m2≳σm^2\gtrsim\sigma moved to T(c,1)T(c,1), but T(c,1)T(c,1) has no type of proofA gauge-invariant definition of the transfer operator on loop spaceChain (ii)
GC3The projection assumption (P) is not weaker than H. H↓ does not drop to one dimensionDerive (P) from a weaker statementH↑
GC4The Riemannian geometry of the one-link argument, and the generalised eigenvalue problem of the matrix variation of CPC_P, lack tools for machine checkingBuilding up the libraryOne step of bookkeeping
GD1Assumption H and the three chains (i)(ii)(iii) are not proved AssumptionH↑ itself, (P), or one of the lower bounds of the three chainsThe η\eta of H, chains
GD2The footing of the equivalence for (S4): the power form, η≥0\eta\ge0, additive errors of the steps, the δ\delta of the one-loop kernel AssumptionRemove each assumptionΣδ
GD3The breaking of H↑ with periodic boundaries depends on the conjecture that HMC and Langevin are in the same universality class AssumptionDynamical exponent of local dynamics for SU(2)SU(2)H↑
GD4That the breaking of m/σm/\sqrt\sigma is O(a2)O(a^2) is a fit to tables of numbers ReadingEstimates of the distortion of the stepsChain (ii)
GE1The boxes are small (848^4 is in the small-box phase for β≳2.45\beta\gtrsim2.45, and 12312^3 has Lσ<3L\sqrt\sigma\lt3)Large boxes with matched physical volumeH↓
GE2The difference of c2c_2 with the choice of gauge went only as far as reading it positive in both of two gauges inside the model of the one-loop kernel ReadingA gauge-independent definition of δ\deltaΣδ
GE3In the tube model, the sign of the 1/P1/P coefficient at finite uu is undecidedAn effective model of the zero modes of shapeChain (ii)
GE4Gaps in primary sources (the dynamical exponent of local dynamics for SU(2)SU(2); the texts of Bałaban, Magnen–Rivasseau–Sénéor and Osterwalder–Seiler)Obtain them(S4)

Walls of principle (GA). GA1 and GA2 are the two one-sided halves of (8), and they do not move however many measurements are stacked. For example, for the standard normal distribution (CP=1C_P=1, with equality at f=xf=x), the maximum ratio over a family of odd polynomials not containing xx approaches 1 as the family is enlarged, but the numbers inside the family alone do not tell whether 1 is the final value Reading (lower bound over a family). One knows it is 1 because of an input from outside the family (CP≤1C_P\le1 from the convexity V′′=1V''=1), and an input of this kind is what H↑ needs.

Walls of structure (GB). Incompatibilities inside the chosen family; they say nothing about outside it. GB1–GB3 are the ways the three roads of §04 stopped; GB4 is the tension between reflection positivity and removing the shortfall, the same tension, in the opposite direction, as what the problem statement says about continuum regularisations, "once reflection positivity is lost there are few ways to recover it". GB5–GB7 are limits of the form of bookkeeping and series.

Walls of tools (GC). They gather in the column of H↑. GC1–GC3 are the three places of §05 to which the difficulty moved; GC4 alone is not a mathematical obstacle but a lack of tools for checking. The β<0.2722\beta\lt0.2722 where the curvature theorem exists and the β=2.60\beta=2.60 used by spectroscopy (correlation length 1.95 lattice spacings) are about 9.6 times apart, and an estimate crossing that interval uniformly is the content of GC1.

Walls of assumption (GD). The band statement a2CP≍1a^2C_P\asymp1 splits into the product of three ratios (a2/σ)(σ/m2)(m2/λ1)(a^2/\sigma)(\sigma/m^2)(m^2/\lambda_1), and the central equivalence also stands on footing other than H. Each assumption corresponds to a concept of Parts 1–8: H and chains (ii)(iii) are candidates for restating "a single scale" (4-07) in terms of the Poincaré constant; chain (i) is the dynamical exponent z=2z=2 (8-03); chain (ii) is a single scale (7-12); chain (iii) is the specialisation of asymptotic scaling (5-05) to the bookkeeping length. These are analogies, not mathematical equivalences.

Walls of measurement and literature (GE). They move by computation or by obtaining sources, but even if they move, the logic of (1) does not change. The representative is the size of the box: 12×0.15896=1.9112\times0.15896=1.91 (β=2.55\beta=2.55) and 12×0.13395=1.6112\times0.13395=1.61 (β=2.60\beta=2.60), both small boxes that do not contain 3 physical lengths 1/σ1/\sqrt\sigma Reading.

The walls in the column of H↑ are GA1, GC1, GC3 and GD3, with no walls of measurement and literature (GE). That is, short of H↑ there is no wall that moves by measuring. Where the setters wrote that "new ideas are needed" is also the side of the gap uniform in the volume (Jaffe–Witten §6.5) Cited, the same place where the walls that measurement does not move gather.

07

What remained — algebra closed in Lean, and numerical readings

Most of what remained from the seventeen roads is finite inequalities and algebra with the assumptions made explicit as arguments. Table 4 lines up the theorems cited in the text by what their statements are about. Inside Lean every theorem is a sentence about real numbers, sequences, or sums over finite sets; that they are quantities of the Wilson measure is a reading attached by the text. There are no theorems about expectation values, correlations or gaps of the Wilson measure (10-13).

Table 4 The main theorems closed in Lean on the side of the four-dimensional lattice (character: reproof = a known fact proved again / arrangement = algebra of definitions and assumptions / conditional = only the arrow from unproved assumptions to conclusions / negative control = an example that breaks when an assumption is removed / lattice theorem = a theorem about families of edges or effective actions, assuming only the shape of the lattice)
TheoremAssumptionsStatementCharacter
log_F0_le, log_F0_geArgument non-negativeTwo-sided estimate (3) of the logarithm of one-link integrationReproof
Incidence.intact_frac_leIncidence regularFraction of intact faces ≤\le fraction of remaining edges (4)Arrangement
no_blocking, blocking_shortfallSequence of complete steps / fraction removed at each step ≤1/4\le1/4Stacking steps does not bring intact faces backArrangement
discStep_semigroup, step_lowers_couplingSurfaces of disc shapeDisc steps form a semigroup in the area, with β′<β\beta'\lt\betaReproof
kappaDisj_lt_oneb≥2b\ge2The contribution of surfaces sharing no edges is less than 1 (5)Arrangement
xi_eq_expξ(β−t)=ξ(β)e−t/κ\xi(\beta-t)=\xi(\beta)e^{-t/\kappa} for all stepsξ(β)=ξ(0)eβ/κ\xi(\beta)=\xi(0)e^{\beta/\kappa}Arrangement
fixed_step_bounded_iff, S4_two_sidedConstant error / partial sums boundedPartial sums bounded   ⟺  d=0\iff d=0 / stays in a positive bandArrangement, conditional
drain_exponent, drainExp_eq_zero_iffPower form of (7), 0≤η≤20\le\eta\le2, θ≥0\theta\ge0p=0  ⟺  η=θ=0p=0\iff\eta=\theta=0Arrangement
c2_ge_of_nonneg_weightsc2=A+κSc_2=A+\kappa S (measured dependence)c2>0c_2\gt0Conditional
PerfectFamily.perfectK_one_iff, no_perfectZ_of_five2≤d2\le d / d≥5d\ge5Classification of complete families of edges (Table 1)Lattice theorem
StaplePerturbation.hess_gaugePeriod even and ≥3\ge3, unit quaternions, pure imaginary perturbationsHessian form of the effective action ≥−27β2\ge-27\beta^2Lattice theorem
renewal_chi_mul_massSqCoefficients of the renewal form positiveχm02=A/c0\chi m_0^2=A/c_0Arrangement
dev_le_of_contracting, dev_eq_of_marginal0≤λ<10\le\lambda\lt1 / λ=1\lambda=1Drift bounded / proportional to the number of stepsArrangement
overlap_le_susc_mul_gapm>0m\gt0, Z~coth⁡(m/2)≤χ\tilde Z\coth(m/2)\le\chiZ~≤χm\tilde Z\le\chi mArrangement
profileQuotient_isGreatestFinitely many momenta, denominator positiveThe supremum of the ratio over a rank-one family is the maximum of the componentwise ratiosReproof
eta_ge_two_of_bounded_suscSusceptibility uniformly boundedηs≥2\eta_s\ge2Conditional
orbitAvg_gauge_invariantAction of a finite groupWeighted averages over orbits are gauge-invariantReproof
meff_antitone, meff_ge_of_corrRepresentation with non-negative weightsThe effective mass decreases monotonically and is an upper bound on the lowest energyReproof
gap_ge_of_overlap, light_admixture_invisibleLower bound qq on the overlap / two-level example(10) / a light state is invisible in the windowConditional, negative control
cost_geLower bound on the relaxation time, number of sweepsCost ≥cLd+2\ge cL^{d+2}Conditional
mass_sq_ge_of_tube, mass_bound_localizedConsequence of T(c,1)T(c,1) / localised TT, floor, seamm2≥4cσm^2\ge4c\sigma (12)Conditional
linear_regime_breaks_onescale, casimir_only_no_bound, linear_deficit_breaks_invRegion of convergence / floor only / raw perimeterUnder each assumption the lower half of a single scale is falseNegative control
conditional_scale_bound, const_defect_scale_unbounded(P), bounded shortfall / constant shortfall(13) / boundedness breaksConditional, negative control
tau_int_le, rayleigh_le_tauFinite reversible chains(14)Reproof
comp_class_eq_of_equivariant_bijectionBijection, commuting with the actionThe class of functions of the flowed field is the same as the class of invariant functionsArrangement

The content of the conditional rows lies on the side of the assumptions, and the theorems do not take a single step towards showing those assumptions. Only the two rows of lattice theorems (the classification of complete families and the lower bound on the Hessian form of the effective action) are theorems on the lattice that assume only the shape of the lattice. The former is a combinatorial fact about the lattice; the latter is an estimate that works on the strong-coupling side, where the correlation length is about 1/10 of a lattice spacing. Both concern places far from the continuum limit.

What remained on the numerical side is readings Reading: the agreement of the slope in the model of the one-loop kernel with the known coefficient (relative 2.8×10−52.8\times10^{-5}, inside the model), the values of c2c_2 (two weights and two gauges), the effective slope 0.304 read from the lattice aσa\sqrt\sigma of the original source, the upper bound 0.501±0.0710.501\pm0.071 on the effective mass of smoothed operators (β=2.6\beta=2.6, 12412^4), the scatter of gauge-fixed copies for compact U(1)U(1), the strong-coupling range where the curvature of the Gribov region is positive (samples of a finite-dimensional model), and the curvature of the pushed-forward measure of the gradient flow (at the typical points measured). None of them is used in a proof of an upper or lower bound.

08

Why we step down to the first step — which tool stopped at which wall

Summing up §04–§06: there is no tool to attack the upper side of Assumption H (H↑, every ff) while staying on the four-dimensional lattice. The tools of the lower side (test functions, spectroscopy) stopped at walls of principle, and the tools of the upper side (curvature, tubes, one-dimensional chains) all stopped where they had moved the difficulty into a single assumption. Where each stopped is as in the following table, tool by tool. The right column is the prospect of what changes when the same tool is brought to the model of the first step (the path measure of the double well in 0+1 dimensions, 10-04).

Table 5 Correspondence of tools and walls, and what changes on the first step (the right column is a prospect; the content on the first step is in each chapter)
ToolWall where it stopped on the four-dimensional latticeWhat changes on the first step
Test functions, spectroscopy (lower side)GA1, GA2, GB1–GB3On the lower side, a family of test functions local in time reaches equality in CP≥ξ2C_P\ge\xi^2 (Proposition L, 10-04 §04). That the upper side needs different tools does not change on the first step either
Curvature (Bakry–Émery)GC1 (positive only at strong coupling; cross terms)The measure as a whole has two valleys and is not convex, but inside one phase without kinks local Poincaré can be asked through an assembly of sectors (condition (H1), 10-06)
One-dimensional chain of scales (projection (P))GC3 ((P) is not weaker than H)The slow degree of freedom is the position of the kinks, and the form of the projection to one dimension is visible from the model. The projection assumption splits into, and is named as, transport along the family of saddles (condition (H2)) and reduction to the box dynamics (condition (H3)) (10-07, 10-11)
Transfer operator of tubes T(c,1)T(c,1)GC2 (there is no type of proof for the lower bound on the mass)The side of the mass is not needed: the correlation length ξ=ℏ/Δ\xi=\hbar/\Delta is obtained accurately and independently from the tunnelling splitting, and what it is compared with is clear (10-04)
One step of bookkeeping (Σδ)GB4, GB6, GD2No need to make a bookkeeping length: the correlation length grows in ℏ\hbar at the rate eS0/ℏe^{S_0/\hbar}, and the length to compare with is fixed directly by the measure
Boundaries and the topological chargeGD3 (the breaking in a periodic box rests on a conjecture)Stated in a regime where the length of the paths TT is made infinite first, so the question is set up in a form where the topological sheets of a periodic box do not appear
Boxes and primary sourcesGE1–GE4With numerics of the transfer operator, semiclassical formulas and interval arithmetic, many of the quantities compared are obtained to high precision or as inequalities (10-08)

Some things do not change. That H↑ is an inequality over "every ff", and that tools of the lower side cannot reach it in principle (GA1), are the same on the first step. So what the first step does is to build the assembly of the upper side first, in the form of propositions with their assumption rows named. Assumption H is a sentence independent of dimension (10-01 §05), so we build the same sentence in the smallest model where the ruler grows exponentially in the parameter, the slow motion is the motion of "changing phase", and the quantities compared are known exactly.

Even if the first step is closed, there is no guarantee that it lifts to the four-dimensional lattice. What has a prospect of lifting is the form of the sentence and the form of the tools; constants and ranges of parameters do not lift (10-03 §06). The table of walls in this chapter is kept as a table for reading which walls the tools of the first step might hit again on the second step.

Assumption H is one restatement chosen as a handle, and the roads and walls of this chapter too are within the scope of a study with H at its axis. Viewpoints other than H are dealt with in Part 11.


What this chapter can say

SaidNot said
The arrangement of seventeen roads and twenty-one walls (Tables 2 and 3), the correspondence of tools and walls (Table 5)None of the arrows of (1) is proved. "Stopped" does not mean that anything was shown about the mass gap or the continuum limit, nor that the propositions not reached are false
Cited The variational principle and finite windows, the lowest dimension of local operators, reflection positivity, the strong-coupling area law, the one-loop coefficient, dimension counting, the Bakry–Émery and Muckenhoupt inequalities, R≤τint≤CPR\le\tau_{\rm int}\le C_PCounting these as results
Proved here The count (2) giving d≤4d\le4 for complete families, the identity (4) of the deficit of bookkeeping, the algebra of powers in (7), the algebra of (10) and (12), the ratio 1 for bare link angles, the closed formulas for gauge fixing on a ring. Lean The theorems of Table 4 (assumptions on the same row)Proofs of Assumption H, the three chains, T(c,1)T(c,1), projection (P), boundedness of the susceptibility, lower bounds on the overlap, the measured dependence of c2c_2, the model of errors of the steps
Reading The agreement of κ\kappa in the model of the one-loop kernel and c2c_2, the effective slope of the lattice, upper bounds from spectroscopy, gauge fixing for U(1)U(1), the curvature of the Gribov region and of the gradient flow, the effective exponent of the topological chargeThat the numbers of the models are non-perturbative quantities of four-dimensional SU(2)SU(2). Using readings as proofs of upper or lower bounds
Assumption That one-link integration works only once, the renewal form, the breaking of H↑ in a periodic box (on top of a conjecture), what changes on the first step (the prospects in the right column of Table 5)That results of the first step lift to the second step and beyond. About the mass gap and the continuum limit, this chapter shows nothing

Sources and reproduction

ItemKindSource / tools
The arrangement of seventeen roads and twenty-one walls, and the symbols G and GA–GEConventionThis part's arrangement (G added to the numbers of the directions and walls of the earlier version of Part 10).
One-link integration, the heat-bath method, the strong-coupling area law, two-dimensional decimationCitedThe tables of sources of 5-07, 5-02 and 6-02 (K. G. Wilson, Phys. Rev. D 10 (1974) 2445; K. Osterwalder, E. Seiler, Ann. Phys. 110 (1978) 440; A. A. Migdal, Zh. Eksp. Teor. Fiz. 69 (1975) 810. Bibliographic data only).
One-loop coefficient b0b_0CitedD. J. Gross, F. Wilczek, Phys. Rev. Lett. 30 (1973) 1343. H. D. Politzer, ibid. 1346 (bibliographic data only).
Lattice aσa\sqrt\sigma and am(0++)am(0^{++})ReadingB. Lucini, M. Teper, JHEP 0106 (2001) 050, hep-lat/0103027, Table 1 (text checked).
Variational principle, finite windows, Bakry–ÉmeryCitedThe tables of sources of 1-10 and 4-11. D. Bakry, M. Émery, Lecture Notes in Math. 1123 (1985) 177–206 (bibliographic data only).
What multiscale Bakry–Émery has reachedCitedTheorem 1.1 of R. Bauerschmidt, B. Dagallier, arXiv:2202.02295 (text checked). Theorem 2.5 of R. Bauerschmidt, T. Bodineau, Comm. Pure Appl. Math. 74 (2021).
Two-weight Hardy inequalityCitedB. Muckenhoupt, Studia Math. 44 (1972) 31–38 (bibliographic data only).
Local gauge symmetry, Gribov, stochastic gauge fixing, averages over orbitsCitedS. Elitzur, Phys. Rev. D 12 (1975) 3978. I. M. Singer, Commun. Math. Phys. 60 (1978) 7. C. Parrinello, G. Jona-Lasinio, Phys. Lett. B 251 (1990) 175. D. Zwanziger, Nucl. Phys. B 345 (1990) 461. D. Mehta, M. Schröck, Phys. Rev. D 89 (2014) 094512 (abstract checked; the others bibliographic data only).
Wilson flow, APECitedM. Lüscher, JHEP 08 (2010) 071, arXiv:1006.4518 (abstract checked). M. Albanese et al., Phys. Lett. B 192 (1987) 163 (bibliographic data only).
Effective exponent of the topological charge, HMC and LangevinReading, AssumptionS. Schaefer, R. Sommer, F. Virotta, Nucl. Phys. B 845 (2011) 93, arXiv:1009.5228. M. Lüscher, S. Schaefer, JHEP 07 (2011) 036, arXiv:1105.4749 (abstracts of both checked). M. Abe, O. Morikawa, H. Suzuki, PTEP 2025 (2025) 063B03, arXiv:2501.00286 §3.2, Figure 6 (HMC for SU(2)SU(2); text checked).
Holographic modelsCited (inside the model)U. Gürsoy, E. Kiritsis, F. Nitti, JHEP 0802 (2008) 019, arXiv:0707.1349. C. Csáki, H. Ooguri, Y. Oz, J. Terning, JHEP 9901 (1999) 017, hep-th/9806021 (abstracts checked). 7-09.
Problem statement §6.5CitedA. Jaffe, E. Witten, the Clay problem statement (the table of sources of 0-03).
Theorems and assumptions of Table 4LeanBundles LatticeGaugeCoarseGraining, LatticeGaugeRunning, LatticeGaugeMultiStep, LatticeGaugeSpectralHinge, PerfectFamilyEdges, LatticeGaugeOneLink, LatticeGaugeOverlapExponent, LatticeGaugeTubeEntropy, LatticeGaugeWulffCorrection, LatticeGaugeHardyLadder, LatticeGaugeAutocorrelationBound and others. The #print axioms at the end of each bundle is a subset of the three standard axioms. Statements and limits in 10-13.
Numbers of the models (c2c_2, slopes of windows, gauge fixing, curvature, flow)ReadingComputations of this part's record for the four-dimensional lattice (the model of the one-loop kernel, finite-dimensional models, Monte Carlo in small boxes). Values and conditions in each row of the text.

Words used in this chapter — one step of bookkeeping, complete family, one-link integration, the shortfall δ(b)\delta(b), the form of the answer, the lattice directions G0–G15′, the lattice walls GA1–GE4, the renewal form, a lower bound on the overlap, T(c,1)T(c,1), the projection assumption (P), topological charge, negative control. Their meanings are in A-02 Glossary.

To the next chapter — 10-03 The four steps of the staircase — why we start from 0+1 dimensions: divides Assumption H into four steps, and fixes the conditions for choosing the double well for the first step and the form of the statement of the first step (the power form of H and Proposition 4.5).

← 10-01 The line of construction and Assumption HContents10-03 The four steps of the staircase — why we start from 0+1 dimensions →

Revised 2026-10-09: rewritten to match the revised chapter structure of Part 10 (the former 10-02 on one step of bookkeeping, the directions of the former 10-04 to 10-06, and the walls of the former 10-08, made into one chapter).