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 staircasecondition (H2), seven routes, the seam of the ring · 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

The map of (H2) — seven routes and the seam of the ring

What this chapter shows — We put condition (H2) (transport along the family of flat saddles) on one sheet, as a map split into seven routes. For each route we give, in one line, what it tries to show, its current grade (proved here, cited, computer-assisted, reading, assumption), what remains, and the chapter that treats it in detail. The second half deals with the place where a kink and an antikink meet on a periodic path (the seam of the ring). The seam is the plateau at the top itself. The outer chain becomes a computer-assisted inequality on the whole computed window of ℏ\hbar, and the inner chain remains with a finite coefficient above 1.

Prerequisite chapters — 10-05 §03 (the statements of the four conditions), 10-05 §04 Step 2 (where (H2) enters the box), 10-04 §06 (the plateau), 10-00 §01 (the labels of the five grades).

Said first — The level is [Y3]. This part places Assumption H (the time over which fluctuations are smoothed out grows as a power of the square of the correlation length, 10-01) at the axis of the study. H rephrases the quantities of the problem statement as quantities that can be computed on the lattice and pursued with machine checking, and condition (H2) is one of the four pillars that support its first step. This chapter does not say that (H2) is closed. It puts on one sheet which routes have come how far and what remains. Other views are treated in Part 11.

The order of this chapter
  1. The statement of (H2) and two places — the rows left in (H2) by the box split, the tube of the bridge and the seam of the ring
  2. The map of the seven routes — grade and what remains, one line each (Table 1)
  3. The seam of the ring — the plateau at the top, the outer chain and the inner chain (Table 2)
  4. The remaining numbers of route 2 and their cost — estimates of the number of runs and the time
  5. The table of the five grades — the rows of (H2) (Table 4)
  6. The dependency graph — checking by the numbers that there is no circle
  7. A guide to 10-08–10-11

01

The statement of (H2) and two places

The statement of condition (H2) is as in 10-05 §03. We copy it here.

Condition (H2) Transport along the family of flat saddles (copied from 10-05)

Measure: the conditional measure of configurations in the tube around the family of kink–antikink pairs (the family of saddles, parametrised by the centre XX and separation ℓ\ell of the pair, along which the action is almost flat). Constant: the constant of transport of the mean difference along that family from valley to valley, and the Poincaré constant inside the tube. Uniformity: uniform in the number of sites of the path (the dimension) and in ℏ\hbar. For use inside the box it becomes two rows: Poincaré in the tube uniform in tube length ≤Cξ\le C\xi (H2tube), and Poincaré of the core inside the tube (the interval that stays near the top) uniform in the core length kk (T0′P).

What the box split leaves in (H2). In the box split of 10-05, the direction along the family of saddles (the kink positions) was taken as the slow variable, so longitudinal transport in that direction is handled by rows (KG) and (X) of (H4) (the note in 10-05 §04 Step 2). What remains in (H2) are the tube and core rows after the arrangement of kinks is fixed, namely (H2tube) and (T0′P). The map of this chapter is a map of the tools that support these two rows.

Why it is hard. On the core Qk=(−xc,0)kQ_k=(-x_c,0)^k (xc=0.89x_c=0.89; kk sites of boxes, each running from the side of the valley −1-1 to just short of the top 00), the action is almost flat at the top and the curvature at one site is negative (row W of Table 4 in §05; for details see 10-09 §06). Convexity tools (Bakry–Émery) do not apply to the whole core, and the core length kk grows up to the correlation length, so that the constant is uniform in kk must be shown by another means.

Two places — the tube of the bridge and the seam of the ring

The rows of (H2) appear in two places where the shape of the path differs.

In both places, the tool that controls the core constant is of the same type. We attach a coarse mark "valley side or top side" to the sites in the core, and combine the logarithmic Sobolev constant AWA_W of the marginal of the marks on a range of 17 sites around one site (the site window WW) with the contraction ratio qq of the chain extending outside the window. The contraction condition q<1q\lt1 of this "chain outside the window" is the outer chain of routes 1 and 6, and the size of AWA_W is the centre of routes 2, 3 and 5. The site window WW is different from the range of ℏ\hbar treated computer-assisted (the window of ℏ\hbar, [3⋅10−4,3⋅10−3][3\cdot10^{-4},3\cdot10^{-3}]). The window in "the chain outside the window" and "the stages inside the window" is the site window, while the window in "the whole window" and "the lower end of the window" is the window of ℏ\hbar. Where they could be confused we add "site".

02

The map of the seven routes

Seven routes were set up to close the core rows of (H2). The numbers are names of the routes and indicate neither order nor weight. "Grade" in Table 1 uses the symbols of the five grades of 10-00 §01, and when two or more grades are mixed in one route they are listed from the main one.

Table 1 The seven routes (window = ℏ∈[3⋅10−4,3⋅10−3]\hbar\in[3\cdot10^{-4},3\cdot10^{-3}], three points = ℏ=3⋅10−3/10−3/3⋅10−4\hbar=3\cdot10^{-3}/10^{-3}/3\cdot10^{-4})
RouteWhat it showsCurrent gradeRange of ℏ\hbarWhat remainsChapter
1 Contraction of the chain outside the windowIn the core of the bridge, the Stein-kernel ratio qfree<1q_{\rm free}\lt1 of the unmarked chain extending outside the site windowComputer-assisted qfree≤0.998854904q_{\rm free}\le0.998854904 (float64 + outward widths, presupposing correct IEEE rounding, ℏ\hbar as an interval, 25 subintervals)The whole windowSays nothing outside the window or as ℏ→0\hbar\to010-08
2 Remaining numbersConstants of the site window: minimal weight π∗\pi_*, rarity Λ\Lambda, one-site Poincaré C1DWC_{\rm 1D}^W, gap of the mark dynamics gapW\mathrm{gap}_W, ratio of the inner chain of the window of the bridgeReading (floating point at three points) Assumption (the paper reduction to a number of computations is not placed in the book)Three pointsThe number of interval-arithmetic runs and the time (§04). Decided not to run them because of the floor of the product formThis chapter, §04
3 The sector frameworkThe five steps (Σ.1)–(Σ.5) of the sum over sectors and the closing condition b(AWcH+DW+ln⁡2)<κℓmin⁡b(A_Wc_H+D_W+\ln2)\lt\kappa\ell_{\min}Proved here (the proof of the five steps is placed in 10-09). Inputs are Assumption, ReadingSteps independent of ℏ\hbar / inputs at three pointsInputs (LSW), (PFseg), EmE_m, the defect rows, regularity10-09 §02
4 Small assumptions(Σblk), (PFseg), (Eend), (Edgecore), (T0′LS), (T1′), (a′), (Σlow), (GB), the longitudinal term, regularityAssumption (list only, not started)—Each rowThis chapter, §05
5 The one remaining proposition(LSW♭): the logarithmic Sobolev constant of the marginal on the site window lies within the needed value Amax⁡(ℏ)A_{\max}(\hbar)Assumption. None of the three strands (componentwise, scalar, Feynman–Kac) is closedWindow (Proposition P5 of the scalar strand is [3⋅10−4,10−3][3\cdot10^{-4},10^{-3}])The remaining step of each of the three strands10-09 §05
6 The seam of the ringThe core on the ring: contraction of the outer chain and the coefficient of the inner chainOuter: Computer-assisted (pin ≤0\le0; (lim) and (ENDrand) are Assumption) / inner: Reading qin≈1.24〜1.28q_{\rm in}\approx1.24〜1.28Window(lim), (ENDrand), C2′, the boundary stage, putting the inner chain into intervalsThis chapter, §03
7 The range of ℏ\hbarOutside the window and ℏ→0\hbar\to0Outside the scope of this part—Paper asymptotics10-12, 10-15

Three notes on how to read Table 1.

(a) Only two rows are computer-assisted. They are route 1 and the outer chain of route 6. Both are closed in the sense that "within the computed window of ℏ\hbar, the inequality holds given the table of outputs of interval arithmetic", and say nothing outside the window or as ℏ→0\hbar\to0 (10-08).

(b) Even if route 1 closes, (H2) does not close. The ratio qfreeq_{\rm free} of route 1 enters only one factor SW=1+2(16+1/(1−qfree))S_W=1+2\bigl(16+1/(1-q_{\rm free})\bigr) of the upper bound on the logarithmic Sobolev constant AWA_W of the site window ([12] of the dependency graph in §06). In the current construction of the upper bound, the upper bound on AWA_W lies outside the needed value (by 4–5 orders of magnitude in the product form of the factors for the 17-site window, and by 29–74 times even in the form for the 3-site window with the needed side raised, 10-09 §03), and the one remaining proposition (route 5) is being attacked by other strands.

(c) Route 7 was decided to be out of scope. The power form of H is a statement as ℏ→0\hbar\to0, so in the end (H1)–(H4) must be stated in the asymptotics ℏ→0\hbar\to0, and computer assistance on a fixed window alone does not reach that. Outside the window, paper asymptotics are needed. In this part we first check the grades of the rows inside the window, and how to fit them together is described in 10-12 and 10-15.

03

The seam of the ring — the plateau at the top, the outer chain and the inner chain

A ring is a periodic path of length T≪ξT\ll\xi with one kink–antikink pair, and we write ℓ\ell for the length of the arc on the negative side. The reduced plateau model of 10-05 §02 (c) kept only this ℓ\ell. The seam is where ℓ\ell becomes small and the pair disappears.

The seam is the plateau at the top itself

The continuum minimal action S(ℓ)S(\ell) with the length of the negative arc fixed at ℓ\ell tends, as ℓ→0+\ell\to0^+, not to 00 but to S0S_0 (the path touches the top and returns). For ℓ≤π2\ell\le\pi\sqrt2 the minimising configuration has no kinks: it is a plateau lying flat on the top 00, with action S0+ℓ/8S_0+\ell/8. For ℓ>π2\ell\gt\pi\sqrt2 a dip appears and the action tends to 2S02S_0 (2S0−S≈8e−ℓ2S_0-S\approx8e^{-\ell}) Assumption (a continuum variational argument and a cross-check with floating-point minima on the lattice; the proof is not placed in the book). On the lattice (ε=12\varepsilon=\tfrac12) too, the minimum with mm sites on the negative side lies on Slat(1)+(m−1)/16S_{\rm lat}(1)+(m-1)/16 for m≤9m\le9 Reading (floating-point minima, difference ≤5×10−11\le5\times10^{-11}). The configuration at the seam is the core itself (the interval that stays near the top), and the same difficulty as for the core of the tube of the bridge appears here.

The ℓ\ell direction is easy. One-dimensional transport in ℓ\ell alone can be controlled, seam included. On each of the band, the collar and the plateau of the seam, the Muckenhoupt quantity, which squeezes the one-dimensional Poincaré constant within a factor 4, is at most 64S0ℏ64S_0\hbar, L02/(8D)L_0^2/(8D) and T2/DT^2/D, and the algebra passes machine checking Assumption (paper estimates on the one-dimensional model; the reduction to the model is itself an assumption). The hard part is the side of the coordinates: at the seam, the number of sign changes does not become a slow variable. So we fold by sectors that do not depend on the sign, namely runs of sites with ∣z∣<θ|z|\lt\theta (θ=12\theta=\tfrac12) (lumps). With the rest fixed, the action of a lump of kk sites is convex for k≤7k\le7, from V′′≥−12V''\ge-\tfrac12 Proved here (the smallest eigenvalue 8sin⁡2π2(k+1)−148\sin^2\frac{\pi}{2(k+1)}-\tfrac14 of the tridiagonal matrix tridiag(−2,4+w,−2)\mathrm{tridiag}(-2,4+w,-2), w≥−14w\ge-\tfrac14, is positive for k≤7k\le7).

The outer chain and the inner chain

On a site window WW of the ring (17 sites) we put marks: one lump (length k≤7k\le7, possibly absent), the other sites of the window on the valley side, and outside the window the side of fixed sign. The construction of the logarithmic Sobolev constant of the window involves contraction ratios of two kinds of chain.

The difference between the two chains can be read from the corner at the wall. The classical corner ratio at a wall at position bb is r(b)=Δ/(Δ−ε2V′(b))r(b)=\Delta/(\Delta-\varepsilon^2V'(b)). It is exactly 1 at a wall with V′(b)=0V'(b)=0 (the wall 00 of the outer chain), and exceeds 1 at a wall where the force pushes out of the box Proved here (the algebra of the sign of the ratio) Leancorner_eq_one (assumption: Δ≠0\Delta\ne0), corner_gt_one (assumption: 0<c<Δ0\lt c\lt\Delta). The formula for the ratio itself comes from a computation of the envelope, and its regularity is Assumption. At the upper wall +12+\tfrac12 of the lump, ε2V′(12)=−3/64\varepsilon^2V'(\tfrac12)=-3/64, so the force points towards the wall and the corner exceeds 1 (the classical value for an isolated wall is 1.28571.2857).

Table 2 The outside and inside of the seam of the ring (triples in the order ℏ=3⋅10−3/10−3/3⋅10−4\hbar=3\cdot10^{-3}/10^{-3}/3\cdot10^{-4})
QuantityValueGradeConditions
Outer chain (unconditioned form) qoutq_{\rm out}≤0.998888530\le0.998888530 at every ℏ\hbar of the window (the maximum is at the lower end of the window; on the upper half [10−3,3⋅10−3][10^{-3},3\cdot10^{-3}] it is ≤0.996606914\le0.996606914)Computer-assistedAll pins p≤0p\le0, evaluation points s≤0s\le0, end z0=−1z_0=-1. (lim), (ENDrand) and regularity are Assumption. float64 + outward widths, presupposing correct IEEE rounding
Deep side of the outer chain (pin p<−3p\lt-3)≤0.592898559\le0.592898559Computer-assistedAs above (uses the upper bound on the tail variance ≤0.357608022\le0.357608022)
Boundary stage (pin ∈(0,12)\in(0,\tfrac12))≈1.004〜1.045\approx1.004〜1.045ReadingA finite stage that appears only in configurations where the lump touches the end of the window. The outer-chain rows above do not cover this pin
Inner chain qinq_{\rm in}1.2707/1.2765/1.24211.2707/1.2765/1.2421ReadingFloating-point transfer; it moves upwards as the grid is refined. The limit is set by the stage inside the lump with the pin at the edge of the far wall of the lump
Finite coefficient qˉ=max⁡(qin,1)\bar q=\max(q_{\rm in},1)qˉ≈1.3\bar q\approx1.3, qˉ16≈27〜67\bar q^{16}\approx27〜67Readingqˉ=1\bar q=1 does not hold
SW=1+2qˉ16(16+1/(1−qout))S_W=1+2\bar q^{16}\bigl(16+1/(1-q_{\rm out})\bigr)≤122745\le122745 (≤1833\le1833 if qˉ=1\bar q=1)Proved here (arithmetic)Input qin≤13/10q_{\rm in}\le13/10 is Reading, qoutq_{\rm out} is Computer-assisted. Leansw_inner_le (assumptions: qin≤13/10q_{\rm in}\le13/10, qout≤0.998888530q_{\rm out}\le0.998888530)

In one line, Table 2 says: the outside is closed (inside the window, conditional on pin ≤0\le0), and the inside has a finite coefficient. "Closed" here means that within the computed window of ℏ\hbar the contraction of the outer chain became a computer-assisted inequality, not that (H2) is closed on the ring. The result for the outer chain was first closed for the chain conditioned on the box (upper bound 0.9988885250.998888525) and then extended to the unconditioned chain (the tail term put into the remainder of the interval arithmetic, deep pins covered by a closed-form upper bound). The extension removed the need for the four assumption rows that returned the conditioned chain to the original measure.

Why the inner chain exceeds 1, and the cost of putting it into intervals. What limits the inner chain is the stage with the pin at the edge of the far wall of the lump box, which is exactly the corner pushing outwards described above (close to the classical value 1.28571.2857). The interval machinery of the outer chain is built on the premises that the right wall is at 00 with V′(0)=0V'(0)=0, that there is one box, and that the pins and the grid coincide, so it cannot be used for the inner chain just by swapping the inputs. The estimated cost of putting the inner chain into interval arithmetic is 1–2 paper steps + 1–2 scripts + about 50 runs, about 42 hours (one core), and what it gives is only an upper bound on the finite coefficient qˉ≈1.3\bar q\approx1.3. This coefficient enters AWA_W as a factor qˉ32≈103.6\bar q^{32}\approx10^{3.6}, so it is not a road to meeting the closing condition of the sector framework (10-09 §02).

The rows that remain at the seam of the ring. (lim) (that the limit of stacking stages without end falls inside the enclosure of the fixed point at each ℏ\hbar), (ENDrand) (the case where the value at the end of the chain is given not by a point but by a distribution), C2′ (the ratio conditioned on the length of the plateau), the boundary stage, and putting the inner chain into intervals. All remain Assumption or Reading.

04

The remaining numbers of route 2 and their cost

In the current construction (Proposition LSσW), the upper bound on the logarithmic Sobolev constant of the site window has the form of a product of factors A=cW⋅C1DW⋅SW⋅TWA=c_W\cdot C_{\rm 1D}^W\cdot S_W\cdot T_W. cWc_W is a constant of the marginal measure of the marks, built from the minimal weight π∗\pi_* and the gap of the mark dynamics gapW\mathrm{gap}_W, and SWS_W and TWT_W are built from the contraction ratios of the chains. Route 2 is the paper reduction and estimate of the number of runs for moving the values of the factors from floating point at three points to interval arithmetic.

Table 3 The numbers of route 2, and the number of runs to move them to interval arithmetic (the numbers of runs and the times are estimates; not a single run has been made yet)
QuantityPaper reduction (not placed in the book)Estimated runsCurrent value
Minimal weight π∗\pi_*The marginal measure of the marks is MTP₂, and the sequence giving the minimal weight is pushed to the extreme sequence (all on the valley side) (the preservation theorem of Karlin–Rinott Cited, statement checked in a restatement in a secondary source)2–3 runsReading all on the valley side is the minimum at the three points
Rarity Λ\LambdaThe sup over boundary values of a monotone function is attained by a single chain at the extreme (MTP₂ association)1–2 runsReading
One-site Poincaré C1DWC_{\rm 1D}^WThe Muckenhoupt criterion quantity Cited (checked in a restatement in a secondary source), cell by cell of boundary valuesAbout 20 runsReading of order ≤0.66\le0.66
Gap gapW\mathrm{gap}_WSince one mark screens the interaction of the interfaces, the congestion of the flow is controlled by the chain of the extreme sequence4 runsReading 0.959〜1.0000.959〜1.000
Ratio of the inner chain of the window of the bridgeThe Stein-kernel ratio is not monotone in the sequence of marks (it fails for around 300 of the 665 pairs enumerated), so it is split by type of sequence and a band on the far sideAbout 13 runsReading <1\lt1 at the three points

The estimate totals about 42 runs and about 21 hours (one core). We decided not to run these 42. The reason is the floor of the product form itself. From SW≥1+2/(1−qfree)S_W\ge1+2/(1-q_{\rm free}), TW≥∣W∣T_W\ge|W| and cW≥ln⁡(1/ν(σi=valley side))≈EU/ℏc_W\ge\ln\bigl(1/\nu(\sigma_i=\text{valley side})\bigr)\approx E_U/\hbar, even with the true values of the factors, A≳1.4×104〜1.4×106A\gtrsim1.4\times10^4〜1.4\times10^6 Reading (estimate), which lies outside the needed value of the sector framework (10-09 §03, tens to hundreds) by tens to tens of thousands of times. Even if the factors are confirmed in interval arithmetic, this form as it stands does not reach the closing condition. The paper reduction of route 2 (screening, the extreme sequence) is kept as a tool that enters unchanged into upper bounds not of product form (the strands of route 5).

05

The table of the five grades — the rows of (H2)

We put the rows of Tables 1–3 into one table in the format of the five grades. Each row has one grade, and the column of machine checking is outside the grades. The symbols of the rows correspond to the nodes of the dependency graph in §06.

Table 4 The core rows of (H2) ("—" in the range of ℏ\hbar marks an assumption row not shown at any ℏ\hbar)
RowStatement (one line)GradeGroundsRange of ℏ\hbarMachine checking
IAPremises of interval arithmetic: correct rounding of IEEE 754 arithmetic, upper bounds on summation errors, upper bounds on the errors of our own exponential functionAssumption10-08 §03——
LIM(lim), (ENDrand), regularityAssumption§03——
LSW(LSW♭): AW<Amax⁡(ℏ)A_W\lt A_{\max}(\hbar)AssumptionRoute 5, 10-09 §03——
SMAll the small assumptions of route 4AssumptionTable 1——
PRODProposition LSσW: AW≤cWC1DWSWTWA_W\le c_WC_{\rm 1D}^WS_WT_W (product form)Assumption§04 (the paper construction is not placed in the book)——
N2The constants of route 2, π∗\pi_*, Λ\Lambda, C1DWC_{\rm 1D}^W, gapW\mathrm{gap}_W, and the ratio of the inner chain of the window of the bridgeReadingTable 3 (floating point at three points)Three points—
QINInner chain of the ring qin≈1.24〜1.28q_{\rm in}\approx1.24〜1.28ReadingTable 2 (floating-point transfer; not an upper bound)Four points—
EDGEBoundary stage q≈1.004〜1.045q\approx1.004〜1.045ReadingTable 2Four points—
QF(Qfree) qfree≤0.998854904q_{\rm free}\le0.998854904Computer-assisted10-08 §05 (premise is row IA)Windowwin_qfree_window_le_of_interval_table (assumption: the table of outputs of interval arithmetic on 25 subintervals)
QOOuter chain of the ring qout≤0.998888530q_{\rm out}\le0.998888530 (pin ≤0\le0)Computer-assisted10-08 §06 (premises are rows IA and LIM)Windowunc_window_lt_one_of_table (assumption: the table of outputs of interval arithmetic on 25 subintervals)
SIGThe sector framework (Σ.1)–(Σ.5)Proved here10-09 §02 (inputs are rows SM and LIM)Independent of ℏ\hbarcell_sum_sup, comp_close (the assumptions are in the table of 10-09)
SWBSW≤1+2(16+1/(1−q))≈1779.6S_W\le1+2(16+1/(1-q))\approx1779.6 of the bridgeProved hereSum of a geometric series (10-08 §02)Window—
SWRSW≤122745S_W\le122745 of the ringProved hereTable 2 (the input qinq_{\rm in} is a reading)Windowsw_inner_le (assumptions: qin≤13/10q_{\rm in}\le13/10, qout≤0.998888530q_{\rm out}\le0.998888530)
AVValues of AWA_W in product form ≈2.5×106/5.4×106/4.7×107\approx2.5\times10^6/5.4\times10^6/4.7\times10^7Reading§04 (one point of cWc_W is an estimate including extrapolation)Three points—
COREA positive lower bound on the gap of the core, uniform in kk (in the form of (Σ.5))Proved here10-09 §02 (on rows LSW and SIG)—comp_close (assumptions: the three inequalities of Barta, (Σ.3) and Bochner)
WThe curvature at one site at the top falls 14\tfrac14 short of 44 (the common wall)Proved here10-09 §06Independent of ℏ\hbar—

The two "Computer-assisted" rows of Table 4 (QF and QO) are both computer-assisted on the premise row IA, and what Lean checked is "the construction with the table of outputs of interval arithmetic placed as an assumption" (10-08 §07). The "Proved here" row CORE is algebra on the assumption row LSW, and does not mean that a lower bound on the gap of the core has been shown.

06

The dependency graph — checking by the numbers that there is no circle

We turn the rows of Table 4 into numbered nodes. The numbers of the premises to the right of "⟸" are always placed smaller than the number of the conclusion on the left (the format common to this part, 10-05 §07).

[01] ASM IA     premises of interval arithmetic (correct IEEE rounding, summation error, own exp)  ħ: —
[02] ASM LIM    (lim), (END_rand), regularity                         ħ: —
[03] ASM LSW    (LS_W♭) A_W < A_max(ħ)                                ħ: —
[04] ASM SM     small assumptions of route 4                          ħ: —
[05] ASM PROD   Proposition LSσ_W (product form A_W ≤ c_W·C_1D·S_W·T_W)  ħ: —
[06] RDG N2     constants of route 2                                  ħ: three points
[07] RDG QIN    inner chain of the ring q_in ≈ 1.24–1.28              ħ: four points
[08] RDG EDGE   boundary stage q ≈ 1.004–1.045                        ħ: four points
[09] CMP QF     q_free ≤ 0.998854904 ⟸ [01]                           ħ: window
               Lean win_qfree_window_le_of_interval_table (assumption: table of interval outputs)
[10] CMP QO     q_out ≤ 0.998888530 (pin ≤ 0) ⟸ [01][02]              ħ: window
               Lean unc_window_lt_one_of_table (assumption: table of interval outputs)
[11] PRV SIG    sector framework (Σ.1)–(Σ.5) ⟸ [02][04]               independent of ħ
               Lean cell_sum_sup, comp_close (assumptions in the table of 10-09)
[12] PRV SWB    S_W of the bridge ≤ 1779.6 ⟸ [09]                     ħ: window
[13] PRV SWR    S_W of the ring ≤ 122745 ⟸ [07][08][10]               ħ: window
               Lean sw_inner_le (assumptions: q_in ≤ 13/10, q_out ≤ 0.998888530)
[14] RDG AV     A_W in product form ≈ 2.5·10⁶–4.7·10⁷ ⟸ [05][06][12]  ħ: three points
[15] PRV CORE   positive lower bound on the core gap uniform in k ⟸ [03][11]  ħ: —
               Lean comp_close (assumptions: the three inequalities of Barta, (Σ.3), Bochner)
[16] PRV T0P    the form of row (T0'_P) of 10-05 ⟸ [02][15]           ħ: —

How to check. [09] has only [01] on the right, [10] only [01][02], [11] only [02][04], [12] only [09], [13] only [07][08][10], [14] only [05][06][12], [15] only [03][11], and [16] only [02][15]. In every row the numbers on the right are smaller than the one on the left, so there is no circle.

What to read from this graph. (1) The road to the core row [16] passes through [15], and [15] depends on the assumption row [03] (the one remaining proposition of route 5). (2) The computer-assisted [09][10] enter only the product-form value [14] through [12][13], and [14] does not satisfy [03] (it lies outside the needed value). That is, in the current graph the two computer-assisted rows are not on the road to [16]. When an upper bound not of product form satisfies [03], [09][10] become part of the grounds of [03] if the ratio qq enters that bound. (3) None of the reading rows [06][07][08] is used in the proof of an upper bound.

We also check that the statements of the assumption rows do not contain the quantities of the conclusion. The quantities of the conclusion are the gap of the measure of the core ([15]) and the constant of row (T0′P) ([16]). [03] is the logarithmic Sobolev constant of the marginal of the marks on the site window, [04] constants of the inputs of the sectors, [05] the construction of the product-form upper bound, and [02] limits and regularity. None of them contains the gap of the core itself.

07

A guide to 10-08–10-11

Chapters to read after this one
  1. 10-08 What computer-assisted means — using the outer chains of routes 1 and 6 as examples, how interval arithmetic turns floating-point values into inequalities, its premises, and what it does not say
  2. 10-09 The sector framework and the three strands of route 5 — the proof of the five steps of route 3, the derivation of the needed value Amax⁡A_{\max}, the three strands and the common wall
  3. 10-10 The list of detour plans — the detour plans tried for route 5, and the types of breakage that appeared repeatedly
  4. 10-11 (H3)(H4) and the core constant — the construction that controls the core constant in three steps from the side of the box

This part places Assumption H at the axis of the study and treats (H2) as one of the pillars of its first step. Other views are treated in Part 11.


What this chapter can say

What is saidWhat is not said
Computer-assisted qfree≤0.998854904q_{\rm free}\le0.998854904 at every ℏ\hbar of the window [3⋅10−4,3⋅10−3][3\cdot10^{-4},3\cdot10^{-3}], and qout≤0.998888530q_{\rm out}\le0.998888530 for the outer chain of the ring (pin ≤0\le0). On the premises of interval arithmeticContraction outside the window and as ℏ→0\hbar\to0. The boundary stage (pin ∈(0,12)\in(0,\tfrac12))
Proved here The five steps of the sector framework, and the lower bound on the core gap on the assumption row (LSW♭) (10-09). The arithmetic of SWS_W(LSW♭) itself. Hence (T0′P), (H2tube) and condition (H2)
Reading The inner chain of the ring qin≈1.24〜1.28q_{\rm in}\approx1.24〜1.28, the constants of route 2Upper bounds on these. Interval machinery for the inner chain
That the dependency graph has no circle (the rule of the numbers)A road by which the computer-assisted rows reach the core rows of (H2) (none in the current graph)

Sources and reproduction

ItemKindSource / tools
Contraction of the chain outside the window, the outer chain of the ringComputer-assisted, LeanInterval arithmetic in Python float64 (outward widths for each operation, our own exponential function). Procedure and cross-checks in the table of sources of 10-08. Lean: win_qfree_window_le_of_interval_table, unc_window_lt_one_of_table, vt_window_of_table (assumption: the table of outputs of interval arithmetic).
Preservation of MTP₂CitedS. Karlin, Y. Rinott, J. Multivariate Anal. 10 (1980) 467–498; statement in S. Fallat et al., Ann. Statist. 45 (2017) 1152–1184, arXiv:1510.01290 (checked in Proposition 3.5).
The Muckenhoupt criterion quantityCitedB. Muckenhoupt, Studia Math. 44 (1972) 31–38; statement in F. Barthe, C. Roberto, Potential Anal. 29 (2008) 167–193 (checked in Theorems 1 and 2).
The plateau of the seam of the ring, convexity of lumps, the corner at the wallAssumption, Proved here, ReadingContinuum variational argument and floating-point minima (Assumption, Reading), smallest eigenvalue of the tridiagonal matrix (Proved here), sign of the corner ratio (Proved here, corner_eq_one, corner_gt_one).
The inner chain of the ring, the boundary stageReadingFloating-point transfer (grid h=2−10h=2^{-10}, limiting pairs rechecked at 2−112^{-11}). The regular Gaussian chain reproduces 2/32/3 to 3 digits (positive control), and a chain with the wall moved in the direction that pushes outwards gives >1.2\gt1.2 (negative control).
ReflectionProved here, Leanchain_action_reflect (symmetry of each term of the action).

Words used in this chapter — route, core, site window, window (of ℏ\hbar), chain outside the window, Stein-kernel ratio, ring, seam, lump, outer chain, inner chain, boundary stage, corner at the wall, computer-assisted, floor of the product form. Their meanings are in A-02 Glossary.

Next chapter to read: 10-08 What computer-assisted means — the conditions on the chain inside the window — explains the mechanism and premises by which interval arithmetic turns floating-point computations into proofs of inequalities, using the contraction condition of the chain outside the window as an example.

← 10-06 (H1) Local Poincaré within a phaseContents10-08 What computer-assisted means — the conditions on the chain inside the window →

Revised 2026-10-09: first version.