computo ergo sum

2026-10-01 · chapter Yang–Mills and the mass gapPart 4 Quantisationreflection positivity and reconstruction

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 Osterwalder–Schrader axioms and reconstruction — reflection positivity turns probability back into quantum mechanics

What this chapter shows — The conditions (E0) to (E4) imposed on Schwinger functions, and the procedure that builds from them a Hilbert space, H≥0H\ge0 and a vacuum. That the key, reflection positivity, is for one-dimensional Gaussian processes the same as "the correlation is a positive superposition of decaying exponentials". Regularisations that break reflection positivity, and the lattice, which keeps it.

Prerequisite chapters — 4-02 The path integral and Euclideanisation, 4-09 The axioms of quantum field theory. Tools from 1-08, 1-10, 1-11, 2-06 and 2-07. ℏ=c=1\hbar=c=1.

Said first — This is an introduction to known theorems, and the proofs are given only in one-dimensional outline. For four-dimensional Yang–Mills neither a measure satisfying the axioms nor a Hilbert space has been constructed, and this chapter shows nothing about it. Section 06 is a calculation in a one-particle model.

Order of this chapter
  1. Making the way back a theorem
  2. Schwinger functions
  3. Five conditions (Table 1)
  4. Reflection positivity (Figure 1, Table 2)
  5. Reconstruction
  6. Running reconstruction on the smallest model (Figure 2, Table 3)
  7. Detour: noisy data
  8. The free field
  9. Regularisations that break reflection positivity, and the lattice that keeps it
  10. What gauge theories add

01

Making the way back a theorem — from imaginary time to Hilbert space

What can be made on the Euclidean side is a probability measure μ\mu and its moments (4-02, One sign is different). What the problem statement asks for is a Hilbert space H\mathcal H, H≥0H\ge0 and a vacuum Ω\Omega (4-09), and §4 writes 'Existence includes establishing axiomatic properties at least as strong as those cited in [45, 35].' [35] is the two papers of Osterwalder–Schrader (OS) Known.

The way there (from spacetime to imaginary time) is analytic continuation. On the way back, Schwinger said in the discussion at the 1958 CERN conference 'The question of to what extent you can go backwards, remains unanswered' (according to Jaffe 2018). Nelson built the way back under the Markov property (the property that, given the present, past and future are independent), and OS replaced it by reflection positivity (problem statement §3) Known.

μ ⟶ {Sn} →reconstruction (E0)∼(E4)  (H, H≥0, Ω) →analytic continuation (E0′)  {Wn}(1)\mu\ \longrightarrow\ \{S_n\}\ \xrightarrow[\text{reconstruction}]{\ (E0)\sim(E4)\ }\ (\mathcal H,\ H\ge0,\ \Omega)\ \xrightarrow[\text{analytic continuation}]{\ (E0')\ }\ \{W_n\} \tag{1}

Example. For one particle, E[x(τ)x(0)]=⟨xψ0,e−τ(H−E0)xψ0⟩\mathbb E[x(\tau)x(0)]=\langle x\psi_0,e^{-\tau(H-E_0)}x\psi_0\rangle is the way there (formula (8) of 2-06). Section 06 is the reverse.

02

Schwinger functions — energy is written into the correlations

We write points as x=(τ,x⃗)∈Rdx=(\tau,\vec x)\in\mathbb R^d and call τ\tau the Euclidean time. The nn-point Schwinger function is a moment of μ\mu; precisely, the object is Sn(f)S_n(f) smoothed with test functions (1-11). It is related to the Wightman function formally by the substitution x0→−iτx^0\to-i\tau, Sn=Wn(x1E,…,xnE)S_n=W_n(x_1^E,\dots,x_n^E) (Summers §3) Known.

Sn(x1,…,xn)=∫ϕ(x1)⋯ϕ(xn) dμ(ϕ)(2)S_n(x_1,\dots,x_n)=\int\phi(x_1)\cdots\phi(x_n)\,d\mu(\phi) \tag{2}

Example: the free field of mass mm is the Gaussian measure with covariance (−Δ+m2)−1(-\Delta+m^2)^{-1} (Δ\Delta is the Laplacian ∑μ∂μ2\sum_\mu\partial_\mu^2, not the Δ\Delta of the mass gap) (problem statement §6.2). Integrating over p0p_0 alone (formula (11) of 2-04) gives

S2(x,y)=∫ddp(2π)deip⋅(x−y)p2+m2,∫dp02πeip0τp02+ω2=e−ω∣τ∣2ω(3)S_2(x,y)=\int\frac{d^dp}{(2\pi)^d}\frac{e^{ip\cdot(x-y)}}{p^2+m^2},\qquad \int\frac{dp_0}{2\pi}\frac{e^{ip_0\tau}}{p_0^2+\omega^2}=\frac{e^{-\omega|\tau|}}{2\omega} \tag{3}

where ω=p⃗ 2+m2\omega=\sqrt{\vec p^{\,2}+m^2} is the energy of a particle of momentum p⃗\vec p. The energy is written into the rate at which the correlation decreases: this is the seed of reconstruction. For d=1d=1 the right-hand side is itself S2(τ)S_2(\tau), which becomes the example of section 04. The higher SnS_n are sums of products of S2S_2 over pairings (1-08).

03

Five conditions — (E0) to (E4) and linear growth

Let Θ(τ,x⃗)=(−τ,x⃗)\Theta(\tau,\vec x)=(-\tau,\vec x) be time reversal.

KnownTable 1 The OS conditions (scalar field; the numbering is said to be that of OS 1975)

ConditionContentOn the spacetime side
(E0) RegularityTempered away from coinciding pointsOperator-valued distributions
(E1) CovarianceInvariant under rotations and translationsPoincaré covariance
(E2) Reflection positivityFor fnf_n supported at positive times, ∑n,mSn+m(Θfn‾⊗fm)≥0\sum_{n,m}S_{n+m}(\Theta\overline{f_n}\otimes f_m)\ge0Positive inner product, H≥0H\ge0
(E3) SymmetryInvariant under permutations of the pointsSeparated fields commute
(E4) ClusteringSn+m→SnSmS_{n+m}\to S_nS_m when moved apart in a spatial directionA unique vacuum
(E0′) Linear growth∣Sn(f)∣≤σn ∣f∣Cn|S_n(f)|\le\sigma_n\,|f|_{Cn}, σn≤A(n!)B\sigma_n\le A(n!)^B (the order of smoothness used in the estimate is proportional to nn: the origin of the name "linear growth")Continuation to WnW_n

Notation of the table. The support of a function ff is (the closure of) the set of points where f≠0f\ne0, and "supported at positive times" means f=0f=0 for τ≤0\tau\le0. ⊗\otimes is the function with separated variables multiplied, (f⊗g)(x,y)=f(x)g(y)(f\otimes g)(x,y)=f(x)g(y), and Θf‾\Theta\overline{f} is f‾\overline{f} with the time of each variable reversed. ∣f∣k|f|_k is the supremum of the derivatives of ff up to order kk multiplied by polynomial weights, measuring the smoothness and decay of rapidly decreasing functions (1-11).

That (E0) excludes coinciding points agrees with the fact that S2S_2 of the free field diverges at x=yx=y (for d≥2d\ge2). The proof in the 1973 paper had an error concerning the continuity of tensor products of distributions (Jaffe 2018), and the second paper of 1975 is said to have given a correct proof with the linear growth condition (E0′) added as an assumption (according to secondary sources; OS 1975 bibliographic data only). It has been shown that the SnS_n made from a Wightman theory satisfy (E0) to (E4), but they do not necessarily satisfy (E0′). So it is not known whether the OS axioms including (E0′) are equivalent to the Wightman axioms themselves (Summers §3, footnote 15). What OS 1975 showed is equivalence with a modified form of Wightman theory (Jaffe 2018; the modification is said to add a growth condition) Known. Example. The free field satisfies all of them, and (E0′) follows from S2kS_{2k} being a sum over (2k−1)!!≤(2k)!(2k-1)!!\le(2k)! pairings. The number of pairings (2k−1)!!(2k-1)!! goes into σn\sigma_n, and each factor is bounded by a seminorm of fixed order.

04

Reflection positivity — measuring lengths with the mirror of time

Let FF be a quantity determined by the fields at positive times only (for example F=∑jcjϕ(τj,x⃗j)F=\sum_jc_j\phi(\tau_j,\vec x_j), τj>0\tau_j\gt0), and ΘF\Theta F the same with time reversed. (E2) has the following form.

⟨F,F⟩:=E[ ΘF‾ F ] ≥ 0(4)\langle F,F\rangle:=\mathbb E\bigl[\,\overline{\Theta F}\,F\,\bigr]\ \ge\ 0 \tag{4}

Speaking in metaphor, it is a condition that measures the length of a future quantity by its overlap with its mirror image. Precisely, it is the condition that the quadratic form of correlations between past and future is not negative, and unlike E[∣F∣2]≥0\mathbb E[|F|^2]\ge0 it is not trivial. For a one-dimensional stationary Gaussian process (covariance C(τ−τ′)C(\tau-\tau')), taking F=∑jcjϕ(τj)F=\sum_jc_j\phi(\tau_j),

∑i,jci‾cjC(τi+τj)≥0  (τj>0),in particular  C(2τ)≥0,  C(τ1+τ2)2≤C(2τ1)C(2τ2)(5)\sum_{i,j}\overline{c_i}c_jC(\tau_i+\tau_j)\ge0\ \ (\tau_j\gt0),\qquad\text{in particular}\ \ C(2\tau)\ge0,\ \ C(\tau_1+\tau_2)^2\le C(2\tau_1)C(2\tau_2) \tag{5}

The right-hand side is the diagonal and determinant of the 2×22\times2 matrix of two points, and requires the convexity of log⁡C\log C. A sufficient condition: if C(τ)=∫[0,∞)e−Eτdρ(E)C(\tau)=\int_{[0,\infty)}e^{-E\tau}d\rho(E) (ρ≥0\rho\ge0), the left-hand side becomes ∫∣∑jcje−Eτj∣2dρ≥0\int|\sum_jc_je^{-E\tau_j}|^2d\rho\ge0.

Example: e−τ2e^{-\tau^2} is not reflection positive

e−τ2e^{-\tau^2} is a legitimate covariance (its Fourier transform is positive; Bochner's theorem: a continuous function CC is positive definite, that is, ∑i,jci‾cjC(τi−τj)≥0\sum_{i,j}\overline{c_i}c_jC(\tau_i-\tau_j)\ge0 for any τi\tau_i and complex cic_i, if and only if its Fourier transform is a positive measure), but log⁡C\log C is concave, and at τ1=0.2\tau_1=0.2, τ2=1.5\tau_2=1.5, from C(0.4)=0.852144C(0.4)=0.852144, C(1.7)=0.055576C(1.7)=0.055576, C(3.0)=1.234×10−4C(3.0)=1.234\times10^{-4} the determinant is −2.98×10−3-2.98\times10^{-3} Computed. (Why it cannot be written in this form: for positive ρ\rho, C(τ)≥ρ([0,E])e−EτC(\tau)\ge\rho([0,E])e^{-E\tau}, so it cannot decrease faster than an exponential. That this is the cause of the violation becomes clear once necessity is shown in section 05.)

Figure 1 Choosing a covariance and moving τ1,τ2\tau_1,\tau_2 moves the three points C(2τ1),C(τ1+τ2),C(2τ2)C(2\tau_1),C(\tau_1+\tau_2),C(2\tau_2) (circles) and the upper bound of (5) (horizontal bar). It is violated if an end circle is below 0, or if the absolute height of the middle circle exceeds the bar
See Table 2.
e^−τ², τ₁=0.20, τ₂=1.50: smallest eigenvalue −0.00349 (violated)

ComputedThe numbers in this figure were computed on this machine (the matrix of (5) computed on the spot).

ComputedTable 2 "Matrix" is the smallest eigenvalue of [C(τi+τj)][C(\tau_i+\tau_j)] (τi=0.1i\tau_i=0.1i, i≤40i\le40), and "two points" the minimum of the determinant of (5) for τ1,τ2∈(0,2]\tau_1,\tau_2\in(0,2].

C(τ)C(\tau)Fourier transform (positive)MatrixTwo points
e−∣τ∣e^{-|\tau|}21+ω2\frac{2}{1+\omega^2}≈ 0≈ 0
e−∣τ∣+12e−3∣τ∣e^{-|\tau|}+\frac12e^{-3|\tau|}21+ω2+39+ω2\frac{2}{1+\omega^2}+\frac{3}{9+\omega^2}≈ 0≈ 0
e−τ2e^{-\tau^2}π e−ω2/4\sqrt\pi\,e^{-\omega^2/4}−0.462−0.238
(1−∣τ∣)+(1-|\tau|)_+(sin⁡(ω/2)ω/2)2\bigl(\frac{\sin(\omega/2)}{\omega/2}\bigr)^2−0.366−0.239
e−∣τ∣cos⁡3τe^{-|\tau|}\cos3\tau11+(ω−3)2+11+(ω+3)2\frac{1}{1+(\omega-3)^2}+\frac{1}{1+(\omega+3)^2}−2.13−0.376
12e−∣τ∣−16e−3∣τ∣\frac12e^{-|\tau|}-\frac16e^{-3|\tau|}8(1+ω2)(9+ω2)\frac{8}{(1+\omega^2)(9+\omega^2)}−0.054−0.011

All six are legitimate as covariances, and the bottom four violate reflection positivity ((a)+=max⁡(a,0)(a)_+=\max(a,0)). The damped oscillation is the form of a propagator with complex poles ω=±3±i\omega=\pm3\pm i, and the Gribov–Zwanziger form of 7-02 also has complex poles. By (5), a field whose correlation in the time direction becomes negative cannot be read as a field of a reflection-positive theory. In lattice calculations in the Landau gauge, the correlation of gluons in the time direction has been observed to become negative, and physics reads this as a sign that gluons are not observed particles Physics.

05

Reconstruction — inner product, contraction, Hamiltonian

Given (4), the rest proceeds by linear algebra Known. (1) Inner product. On the space E+\mathcal E_+ of all bounded functions of the fields at positive times, put ⟨F,G⟩:=E[ΘF‾ G]\langle F,G\rangle:=\mathbb E[\overline{\Theta F}\,G]. By (4), ⟨F,F⟩≥0\langle F,F\rangle\ge0, but ⟨F,F⟩=0\langle F,F\rangle=0 is possible even with F≠0F\ne0 (positive semidefinite). Even so, Cauchy–Schwarz ∣⟨F,G⟩∣2≤⟨F,F⟩⟨G,G⟩|\langle F,G\rangle|^2\le\langle F,F\rangle\langle G,G\rangle holds (from the discriminant of the quadratic ⟨F+tG,F+tG⟩≥0\langle F+tG,F+tG\rangle\ge0 in tt). From this the set N\mathcal N of elements of length 0 is a subspace, and we complete E+/N\mathcal E_+/\mathcal N, which identifies elements that differ only by something of length 0, to get H\mathcal H (for completion, 1-10). (2) Shifting. The shift UsU_s by s≥0s\ge0 in the time direction takes quantities at positive times to quantities at positive times, and from the translation invariance of μ\mu and ΘUsΘ=U−s\Theta U_s\Theta=U_{-s},

⟨F,UsG⟩=⟨Us/2F,Us/2G⟩=⟨UsF,G⟩(6)\langle F,U_sG\rangle=\langle U_{s/2}F,U_{s/2}G\rangle=\langle U_sF,G\rangle \tag{6}

(3) Contraction. Repeating (6) and Cauchy–Schwarz nn times gives

∥UsF∥2=⟨F,U2sF⟩≤∥F∥ ∥U2sF∥ ⟹ ∥UsF∥≤∥F∥1−2−n∥U2nsF∥2−n(7)\|U_sF\|^2=\langle F,U_{2s}F\rangle\le\|F\|\,\|U_{2s}F\|\ \Longrightarrow\ \|U_sF\|\le\|F\|^{1-2^{-n}}\|U_{2^ns}F\|^{2^{-n}} \tag{7}

and since ∥UuF∥≤sup⁡∣F∣\|U_uF\|\le\sup|F|, as n→∞n\to\infty we get ∥UsF∥≤∥F∥\|U_sF\|\le\|F\|. Length 0 goes to length 0, and UsU_s defines T(s)T(s) on H\mathcal H. (4) Hamiltonian. T(s)T(s) is symmetric with 0≤T(s)=T(s/2)2≤10\le T(s)=T(s/2)^2\le1 and T(s)T(u)=T(s+u)T(s)T(u)=T(s+u), so if it is continuous, the spectral theorem (1-10) gives

T(s)=e−sH,H=H∗≥0,Ω:=[1],HΩ=0(8)T(s)=e^{-sH},\qquad H=H^*\ge0,\qquad \Omega:=[1],\qquad H\Omega=0 \tag{8}

Necessity in one dimension, and real time

In one dimension C(τ+2ε)=⟨ψε,e−τHψε⟩=∫e−Eτdρε(E)C(\tau+2\varepsilon)=\langle\psi_\varepsilon,e^{-\tau H}\psi_\varepsilon\rangle=\int e^{-E\tau}d\rho_\varepsilon(E) (ψε=[ϕ(ε)]\psi_\varepsilon=[\phi(\varepsilon)], and ρε\rho_\varepsilon is the spectral measure; ϕ\phi is not bounded, but for Gaussians E+\mathcal E_+ may be extended to square-integrable functions), so the sufficient condition of section 04 is also necessary. Therefore a CC that decreases faster than an exponential, like e−τ2e^{-\tau^2}, cannot be reflection positive. The form ∫e−Eτdρ(E)\int e^{-E\tau}d\rho(E) is called the Laplace transform of ρ\rho, and on this side it corresponds to the characterisation of Widder 1934. The connection with reflection positivity is said to have been pointed out by Klein–Landau (Jaffe 2018). Since H≥0H\ge0, e−zHe^{-zH} makes sense for Re z≥0\mathrm{Re}\,z\ge0, and at z=itz=it it is time evolution e−itHe^{-itH}. Boosts are obtained in the OS reconstruction from the analytic continuation of the Wightman functions. Fröhlich–Osterwalder–Seiler 1983 and Klein–Landau abstracted this into the form of extending the rotation angle to imaginary values (0-04 §02) (Jaffe 2018 §3.3.1). (E0′) is used at the stage of obtaining WnW_n Known. Example. If C=e−m∣τ∣/(2m)C=e^{-m|\tau|}/(2m) and F=ϕ(τ0)F=\phi(\tau_0), then ∥UsF∥=e−ms∥F∥\|U_sF\|=e^{-ms}\|F\|, and on this vector HH acts as multiplication by mm.

06

Running reconstruction on the smallest model — reading levels from correlations alone

With H=12p2+x4H=\frac12p^2+x^4 of Table 4 of 2-07 we make C(τ)=E[x(τ)x(0)]C(\tau)=\mathbb E[x(\tau)x(0)] (diagonalising in a basis of 240 functions), then forget HH and carry out section 05 with CC alone. With s=0.25s=0.25 and Fi=x((i+12)s)F_i=x((i+\tfrac12)s) (i<ni\lt n),

Gij=⟨Fi,Fj⟩=C((i+j+1)s),Gij(1)=⟨Fi,T(s)Fj⟩=C((i+j+2)s)(9)G_{ij}=\langle F_i,F_j\rangle=C\bigl((i+j+1)s\bigr),\qquad G^{(1)}_{ij}=\langle F_i,T(s)F_j\rangle=C\bigl((i+j+2)s\bigr) \tag{9}

from the generalised eigenvalue problem G(1)v=λGvG^{(1)}v=\lambda Gv (the same as the eigenvalues of G−1/2G(1)G−1/2G^{-1/2}G^{(1)}G^{-1/2} if GG is positive definite) we read E=−1slog⁡λE=-\frac1s\log\lambda. Since these are eigenvalues of T(s)T(s) restricted to the subspace spanned by FiF_i, by the variational principle (1-10) they are upper bounds on the true levels Known. That GG is positive definite (reflection positivity) is presupposed. xx is odd, so what can be read are E1−E0E_1-E_0, E3−E0E_3-E_0, …, and the weights ∣⟨ψ0,xψn⟩∣2|\langle\psi_0,x\psi_n\rangle|^2 fall sharply, from 0.287 at n=1n=1 to 3.9×10−93.9\times10^{-9} at n=7n=7 Computed.

Figure 2 Changing the number nn of correlations and the noise ε\varepsilon changes the levels read (circles; one nn per column). The dashed lines are the true levels, the triangles above 26
See Table 3.
ε=0 (rounding only), n=3: smallest eigenvalue of G 3.6e−10. Levels read: 1.72566, 6.66774, 12.71344

ComputedThe numbers in this figure were computed on this machine (results of the same calculation as Table 3).

ComputedTable 3 Levels read from the table of correlations alone (no noise), and the smallest eigenvalue of GG.

nE₁−E₀E₃−E₀E₅−E₀E₇−E₀min G
11.728071.9e-1
21.725666.670392.4e-5
31.725666.6677412.713443.6e-10
41.725666.6677412.7116523.809372.5e-16
True1.7256586.66774412.71135019.552863

At n=3n=3 three levels come out to 4 or 5 digits, all above the true values. At n=4n=4 the smallest eigenvalue of GG reaches the size of double-precision rounding, and beyond that nothing can be distinguished.

Detour: noisy data — the way back is unstable

Detour

A subsection you may skip.

Correlations from Monte Carlo (5-07) have errors. We multiplied C(ks)C(ks) by normally distributed random errors of relative size ε\varepsilon (with a fixed seed) and ran the same procedure Computed. At n=4n=4 with ε=10−12\varepsilon=10^{-12}, the third level is 12.70331, below the true 12.71135, and the upper-bound property is lost. At ε=10−8\varepsilon=10^{-8} the smallest eigenvalue of GG becomes negative, −6.4×10−10-6.4\times10^{-10}, and the data violate (4) (the matrix form on the left of (5)) (E3−E0E_3-E_0 is 6.66936). At ε=10−4\varepsilon=10^{-4} with n=6n=6, a spurious level of 1.52597, below the true gap, appears (Figure 2). Because the Laplace transform is being traced backwards, tiny errors move the upper levels a lot. The reconstruction theorem is a claim about SnS_n without errors, and reading levels from finite-precision data is a different, ill-conditioned problem. Glueball measurements (5-08) also use matrices of the form (9).

07

The free field — Fock space comes out

For Gaussian measures the reconstruction can be written out completely. With the one-dimensional C(τ)=e−m∣τ∣/(2m)C(\tau)=e^{-m|\tau|}/(2m) (an oscillator of angular frequency mm), using Wick products, the powers of ϕ\phi adjusted by the variance σ2=C(0)\sigma^2=C(0) (:ϕ2:=ϕ2−σ2{:}\phi^2{:}=\phi^2-\sigma^2, :ϕ3:=ϕ3−3σ2ϕ{:}\phi^3{:}=\phi^3-3\sigma^2\phi, and in general :ϕk:=σkHek(ϕ/σ){:}\phi^k{:}=\sigma^k\mathit{He}_k(\phi/\sigma) with the Hermite polynomials Hek(x)=(−1)kex2/2dkdxke−x2/2\mathit{He}_k(x)=(-1)^ke^{x^2/2}\frac{d^k}{dx^k}e^{-x^2/2}),

E[:ϕ(τ)k:  :ϕ(0)l:]=δkl k! C(τ)k=δkl k!(2m)ke−km∣τ∣(10)\mathbb E\bigl[{:}\phi(\tau)^k{:}\;{:}\phi(0)^l{:}\bigr]=\delta_{kl}\,k!\,C(\tau)^k=\delta_{kl}\,\frac{k!}{(2m)^k}e^{-km|\tau|} \tag{10}

and the decay rate kmkm is the level. For this process (the stationary Gaussian process with covariance e−m∣τ∣/(2m)e^{-m|\tau|}/(2m) is called the Ornstein–Uhlenbeck process), [:ϕk:][{:}\phi^k{:}] is an eigenvector with eigenvalue kmkm, and H=m a†aH=m\,a^\dagger a Known. The levels Ek−E0=kmE_k-E_0=km of 2-06 (2-06) come out from the correlations alone. Example. At m=1m=1, k=2k=2 it is 12e−2τ\tfrac12e^{-2\tau}, and the rate 2 is a two-particle state.

In dd dimensions, by (3) positive exponentials line up momentum by momentum, so (E2) holds (problem statement §6.2); reconstruction yields Fock space, and the spectrum is {0}∪[m,∞)\{0\}\cup[m,\infty) (2-06 §08). KnownThe action of Yang–Mills has no mass term (3-02), and the gap must be an output of the interaction (4-11).

08

Regularisations that break reflection positivity, and the lattice that keeps it

Regularisations that suppress the ultraviolet (4-04) can break reflection positivity. Example: the Pauli–Villars type. Subtracting the propagator of a heavy mass MM makes it decrease fast, as p−4p^{-4}, at large pp.

1p2+m2−1p2+M2=M2−m2(p2+m2)(p2+M2)>0,CPV(τ)=e−m∣τ∣2m−e−M∣τ∣2M(11)\frac{1}{p^2+m^2}-\frac{1}{p^2+M^2}=\frac{M^2-m^2}{(p^2+m^2)(p^2+M^2)}\gt0,\qquad C_{\mathrm{PV}}(\tau)=\frac{e^{-m|\tau|}}{2m}-\frac{e^{-M|\tau|}}{2M} \tag{11}

It is legitimate as a covariance, but in the time direction the exponential weight is negative at E=ME=M. At m=1m=1, M=3M=3, CC′′−C′2=−13e−4τ<0CC''-C'^2=-\tfrac13e^{-4\tau}\lt0, so log⁡C\log C is concave everywhere, and the test of (5) is violated at any two distinct points (the last row of Table 2) Computed. A negative weight corresponds to states with negative inner product (ghosts; a different meaning from the "ghost" of 4-08 §03, which refers to the Faddeev–Popov anticommuting fields) Known. §6.5 of the problem statement writes that there are few ways of recovering reflection positivity lost through regularisation, and gives dimensional regularisation and Pauli–Villars regularisation as examples (quoted in 0-03 §03).

The lattice is the opposite. The Wilson action keeps reflection positivity (Osterwalder–Seiler 1978, problem statement §6.5), and the transfer matrix and the Hamiltonian stand up (for an example, 0-04 §06; for gauge theories, 5-03). In exchange, rotations are cut down to steps of 90°. Reflection positivity is an inequality, so it passes to the limit (6-01 §07) Known.

09

What gauge theories add — quantities on curves, gauge fixing, volume

Observables. What has meaning are gauge-invariant quantities, and the local ones are composite quantities such as Tr FμνFρσ(x)\mathrm{Tr}\,F_{\mu\nu}F_{\rho\sigma}(x) (problem statement §4). On Wilson loops (3-02), Chatterjee, citing Seiler, writes 'the key observables in these theories do not take values at points, but at curves'. Gauge fixing. Correlations of fixed fields are in general not reflection positive, and covariant gauges use spaces with indefinite inner products (4-08). Magnen–Rivasseau–Sénéor 1993 say that covariant gauges such as the Feynman gauge 'cannot be used directly at the beginning because of their lack of positivity', use a regularised axial gauge, and go no further than expecting that OS positivity 'could be shown to hold with some additional work'. Volume. Even on T4T^4, if a reflection-positive measure can be made, a finite-volume Hilbert space and transfer matrix are obtained (this is so for the periodic box of the lattice; the construction itself on the continuum T4T^4 is unfinished; problem statement §6), but a Poincaré-covariant theory on R4\mathbb R^4 needs T4→R4T^4\to\mathbb R^4 (0-04 §09) Known.

Example. From Driver's 1989 measure in two dimensions, the Euclidean invariance of gauge-invariant expectation values follows, but the full set of axioms is not claimed (6-02). §6.4 of the problem statement calls the two-dimensional abelian Higgs model (Brydges–Fröhlich–Seiler) 'the only complete example of an interacting gauge theory satisfying the axioms' (an assessment from 2000), and §6.5 continues 'Establishing a quantum mechanical Hilbert space is part of the solution to this Millennium problem.' Known.


What this chapter can say

ContentStatus
Sections 01 to 03, 07 to 09Known (the text of the OS papers not obtained)
The argument of sections 04 and 05Proof written in one-dimensional outline Known. Real time, boosts and WnW_n only stated
The reading on gluons at the end of section 04Physics (lattice numbers and their interpretation; not a theorem)
Tables 2 and 3, Figures 1 and 2, the test of (11), the detourComputed in double precision
Axioms, Hilbert space and gap for four-dimensional Yang–MillsNot constructed. This chapter shows nothing about them

Sources and reproduction

ItemKindSource / tools
Tables 2 and 3, the figures, the numbers in the textComputedpython3, NumPy, SciPy (eigenvalues, diagonalisation, the generalised eigenvalue problem, random seed 1)
Quotations from the problem statementKnownA. Jaffe, E. Witten, Quantum Yang–Mills Theory (Clay Mathematics Institute, 2000) §3, §4, §6.2, §6.4, §6.5. Checked in the text
(E0) to (E4), (E0′)KnownK. Osterwalder, R. Schrader, Comm. Math. Phys. 31 (1973) 83–112; 42 (1975) 281–305. Bibliographic data only. The numbering and the form of (E0′) follow Summers §3 and a secondary source (Wikipedia "Osterwalder–Schrader theorem")
Schwinger's remarkKnownDiscussion at the 1958 CERN conference (proceedings p.140, a reply to a question by Pauli). Via Jaffe 2018; the proceedings not read
History, Sn=Wn(xE)S_n=W_n(x^E), the role of (E0′)KnownA. Jaffe, arXiv:1802.07880; S. J. Summers, arXiv:1203.3991 (§3, footnote 15). Text checked
Nelson, boosts, the Laplace transformKnownE. Nelson, J. Funct. Anal. 12 (1973) 97–112, 211–227; J. Fröhlich, K. Osterwalder, E. Seiler, Ann. of Math. 118 (1983) 461–489; A. Klein, L. Landau, J. Funct. Anal. 44 (1981) 121–137; D. V. Widder, Bull. Amer. Math. Soc. 40 (1934) 321–326. Bibliographic data only
The argument of section 05, the Wilson actionKnownJ. Glimm, A. Jaffe, Quantum Physics, 2nd ed. (Springer, 1987), bibliographic data only (the relevant chapter not checked); K. Osterwalder, E. Seiler, Ann. Phys. 110 (1978) 440–471. Bibliographic data only
The gluon correlations at the end of section 04PhysicsA. Cucchieri, T. Mendes, A. R. Taurines, Phys. Rev. D 71 (2005) 051902; P. O. Bowman et al., Phys. Rev. D 76 (2007) 094505 (lattice QCD with quarks). Bibliographic data only (volume and page checked with Crossref)
Section 09KnownS. Chatterjee, arXiv:1803.01950 §1; J. Magnen, V. Rivasseau, R. Sénéor, Comm. Math. Phys. 155 (1993) 325–383 (§I); B. K. Driver, Comm. Math. Phys. 123 (1989) 575–616 (introduction). The MRS quotations are from §I. Bochner's theorem is defined in the text

Next chapter to read: 4-11 The definition of the mass gap. For reflection positivity on the lattice, 5-03.

← 4-09 The axioms of quantum field theoryContents4-11 The definition of the mass gap →

Revised 2026-10-01: first version.