computo ergo sum

2026-10-01 · chapter Yang–Mills and the mass gapPart 7 From the side of physicsthe order of limits

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

Back to four dimensions — the direction that removes the extra dimensions is opposite to the direction in which geometry can compute

What this chapter shows — That R→0R\to0, which removes the extra dimensions, is because of dimensional transmutation the same direction as λ→0\lambda\to0. That geometry can compute in the opposite direction, λ→∞\lambda\to\infty, where the KK tower remains at the same height as the glueballs. That the uniformity needed to exchange the limits is missing.

Prerequisite chapters — 7-09. We also use dimensional transmutation in 7-01, 't Hooft's counting in 7-04 and the Curie–Weiss model in 2-08.

Said first — (2)(3) and the arithmetic of the tables are physical estimates, not theorems. Within the range we searched we found no result justifying the limit from the models to the four-dimensional theory, and this site shows nothing about the mass gap or the construction of the continuum limit either.

The order of this chapter
  1. Three knobs — NN, λ\lambda, RR and the problem statement
  2. Dimensional transmutation fixes the direction — R→0R\to0 is λ→0\lambda\to0
  3. Supergravity works in the opposite direction — the window and the floor (Figure 1)
  4. Extra things remain — the KK tower and supersymmetry
  5. N→∞N\to\infty — when the group is fixed to one
  6. The order of limits — exchanging them needs uniformity
  7. Detour: seeing non-uniform convergence (Figure 2)
  8. The distance from the problem statement — five requirements
  9. What remains — the problem moves

01

Three knobs — NN, λ\lambda, RR and the problem statement

The question of this chapter is whether the models of 7-09 can be brought back to the four-dimensional theory of the prize problem. The knobs are three: the NN of SU(N)SU(N), the 't Hooft coupling λ=g2N\lambda=g^2N at the scale MKKM_{KK} (7-04), and the radius of the circle of the extra dimension R=1/MKKR=1/M_{KK} (the spacing of the KK tower, 7-06). With Λ\Lambda the glueball mass, the ratio ΛR\Lambda R measures how visible the extra dimensions are. The requirements of the problem statement (Jaffe–Witten §4, 0-03) are

G fixed one at a time (e.g. SU(3)),space is R4 (R=0),agrees with asymptotic freedom at short distances(1)G\ \text{fixed one at a time}\ (\text{e.g. }SU(3)),\qquad \text{space is }\mathbb R^4\ (R=0),\qquad \text{agrees with asymptotic freedom at short distances} \tag{1}

and the third is that the correlation functions agree at short distances with the predictions of asymptotic freedom and perturbative renormalisation theory (§4; quotation in 0-03 §07) Known. The models, conversely, can compute where N=∞N=\infty, λ≫1\lambda\gg1 and ΛR\Lambda R is of order 1 (§03, §05).

Example: the Sakai–Sugimoto model fixes MKK≃949M_{KK}\simeq949 MeV and κ=λNc/(216π3)≃7.45×10−3\kappa=\lambda N_c/(216\pi^3)\simeq7.45\times10^{-3} from experimental values. For Nc=3N_c=3, λ≈16.6\lambda\approx16.6 Computed. This is the value in the coupling convention of Sakai–Sugimoto, and can differ from the λ\lambda of (2) in the next section by a factor of about 2 because of the difference in convention. The numbers put into (2) below are rough guides. The 776 MeV of the ρ\rho meson is 0.82 times MKKM_{KK}, at the same height as the tower.

02

Dimensional transmutation fixes the direction — R→0R\to0 is λ→0\lambda\to0

Removing the extra dimensions means taking R→0R\to0 with Λ\Lambda fixed. Λ\Lambda is born from the running of the coupling (7-01, 4-07). Rewriting the one-loop formula μ dg/dμ=−b0g3\mu\,dg/d\mu=-b_0g^3 (b0=11N/(48π2)b_0=11N/(48\pi^2)) of (1) of 7-01 in terms of λ=g2N\lambda=g^2N gives

μdλdμ=2gN μdgdμ=−2b0N g4=−2b0N λ2=−1124π2 λ2\mu\frac{d\lambda}{d\mu}=2gN\,\mu\frac{dg}{d\mu}=-2b_0N\,g^4=-\frac{2b_0}{N}\,\lambda^2=-\frac{11}{24\pi^2}\,\lambda^2

Dividing both sides by λ2\lambda^2 gives d(1/λ)/dln⁡μ=11/(24π2)d(1/\lambda)/d\ln\mu=11/(24\pi^2), so 1/λ1/\lambda is linear in ln⁡μ\ln\mu. Below, λ\lambda without an argument is the value at μ=MKK\mu=M_{KK}.

1λ(μ)=1λ+1124π2ln⁡μMKK\frac{1}{\lambda(\mu)}=\frac{1}{\lambda}+\frac{11}{24\pi^2}\ln\frac{\mu}{M_{KK}}

Lowering μ\mu decreases the right-hand side, which becomes 0 at μ=MKKexp⁡(−24π2/(11λ))\mu=M_{KK}\exp\big(-24\pi^2/(11\lambda)\big) (the one-loop coupling diverges here). This scale where the coupling becomes strong is a rough guide to Λ\Lambda:

ΛR ∼ exp⁡ ⁣(−24π211 λ)(2)\Lambda R\ \sim\ \exp\!\Big(-\frac{24\pi^2}{11\,\lambda}\Big) \tag{2}

Physics. ∼\sim means "equal up to a constant multiple", and the constant changes with the definition of Λ\Lambda (the Λ\Lambda parameter, or the glueball mass) and with conventions. Solving the other way gives

λ(MKK)≃24π2/11ln⁡(1/(ΛR)) → R→0  0(3)\lambda(M_{KK})\simeq\frac{24\pi^2/11}{\ln\big(1/(\Lambda R)\big)}\ \xrightarrow[\ R\to0\ ]{}\ 0 \tag{3}

(a constant multiple only adds a constant to the denominator, so it does not affect the direction of R→0R\to0), and removing the extra dimensions is the same direction as λ→0\lambda\to0. Witten (1998 §4) writes 'Asymptotic freedom should say that as η→0, the particle masses become exponentially small' (η\eta is the λ\lambda of this chapter), and Csáki–Ooguri–Oz–Terning, putting the masses as M2=f(λ)ΛUV2M^2=f(\lambda)\Lambda_{UV}^2, state 'To take the continuum limit ΛUV → ∞, we have to simultaneously take λ → 0' Physics ((2) is (10) of 7-07). As a metaphor, RR plays the role of the lattice spacing; more precisely, it is the same logic as sending the bare coupling to 0 as the spacing a→0a\to0 (5-05).

Table 1 Estimates of ΛR\Lambda R (with the constant multiple in (2) set to 1) and the rough guide λ−3/2\lambda^{-3/2} to the string correction
λ\lambdaOne loop (2)Two loopsλ−3/2\lambda^{-3/2}
14.45×10⁻¹⁰2.17×10⁻⁹1
50.01350.03340.0894
100.1160.2150.0316
16.60.2740.4090.0147
1000.8060.5650.0010

ComputedTwo loops: from μ dg/dμ=−b0g3−b1g5\mu\,dg/d\mu=-b_0g^3-b_1g^5 (b1=34N23(16π2)2b_1=\frac{34N^2}{3(16\pi^2)^2}), the formula of 7-01 with the next term added, the right-hand side of (2) multiplied by (11λ/48π2)−51/121(11\lambda/48\pi^2)^{-51/121} (51/121=b1/(2b02)51/121=b_1/(2b_0^2)). The coefficients can change with convention, and the rows with large λ\lambda are rough guides outside the range where (2) can be used (that is also why, at λ=100\lambda=100, the two-loop column is smaller than the one-loop one; §03). Example: ΛR=10−3\Lambda R=10^{-3} needs λ≤3.12\lambda\le3.12 (two loops 2.66), and 10−610^{-6} needs λ≤1.56\lambda\le1.56 (1.41).

03

Supergravity works in the opposite direction — the window and the floor

Gravitational geometry can compute when λ≫1\lambda\gg1 (7-08). Csáki et al. evaluated the leading string correction to the ff in the M2=f(λ)ΛUV2M^2=f(\lambda)\Lambda_{UV}^2 of §02, and for the 0++0^{++} glueball of three-dimensional pure Yang–Mills (QCD₃) obtained

f(λ)=c0+c1λ−3/2+⋯ ,c1<0(4)f(\lambda)=c_0+c_1\lambda^{-3/2}+\cdots,\qquad c_1<0 \tag{4}

(the lowest 0++0^{++} state and the first five excited levels) Physics. c1<0c_1<0 means that with the ultraviolet cutoff ΛUV\Lambda_{UV} fixed, decreasing λ\lambda lowers the mass, the direction consistent with the expectation of a continuum limit. The power in four dimensions is not in this paper. Below we borrow p=3/2p=3/2 as a rough guide for four dimensions.

The same paper writes, for the three-dimensional case, of taking g42N→0g_4^2N\to0 as R→0R\to0 (to keep the QCD₃ coupling g32N=g42N/Rg_3^2N=g_4^2N/R constant): 'This is the opposite of the limit that is required for the supergravity description to be valid'. The grounds for four dimensions are Witten's sentence in §02 and the sentence 'To take the continuum limit …' in the introduction of Csáki et al. Witten too writes of showing asymptotic freedom and computing masses at small η\eta: 'This looks like a tall order, given our limited knowledge of worldsheet field theory with Ramond-Ramond fields in the Lagrangian' (world-sheet field theory is explained in §09).

We look at the tug of war in numbers, with eKK=ΛRe_{KK}=\Lambda R (the constant multiple in (2) set to 1) for how visible the tower is, and estr=λ−pe_{\rm str}=\lambda^{-p} with coefficient 1 (borrowing (4), p=3/2p=3/2) as the rough guide to the string correction. We call the value at the crossing point λ∗\lambda^* of the two curves the floor.

Fp=eKK(λ∗)=estr(λ∗)(5)F_p=e_{KK}(\lambda^*)=e_{\rm str}(\lambda^*) \tag{5}

log⁡eKK+plog⁡λ\log e_{KK}+p\log\lambda is increasing in λ\lambda (at one loop and at two loops, if p≥1p\ge1), so there is exactly one crossing point. The one-loop eKKe_{KK} increases towards 1 and estre_{\rm str} decreases, so to the left of the crossing estre_{\rm str}, and to the right eKKe_{KK}, exceeds FpF_p. That is, in the one-loop estimate Fp=min⁡λmax⁡(eKK,estr)F_p=\min_\lambda\max(e_{KK},e_{\rm str}), and for any λ\lambda the larger of the two guides does not fall below FpF_p Computed.

With the two-loop formula things differ. eKKe_{KK} reaches its maximum 0.61 at λ≈51\lambda\approx51, and beyond that decreases towards 0 as λ→∞\lambda\to\infty. So if the upper limit on λ\lambda is removed, the minimum of the max approaches 0 (for p=3/2p=3/2: 0.067 up to λ≤104\lambda\le10^4, 0.038 for λ≤105\lambda\le10^5, 0.014 for λ≤106\lambda\le10^6) Computed. This is the behaviour of the perturbative formula for the running of the coupling extended to the large-λ\lambda side, outside the range where (2) can be used. The two-loop rows of Table 2 are crossing values, and also agree with the minimum of the max restricted to λ≤316\lambda\le316 (the range of Figure 1).

Figure 1 Varying λ\lambda lets you read the values there of ΛR\Lambda R (blue; solid one loop, dashed two loops) and λ−p\lambda^{-p} (yellow). The horizontal dotted line is the one-loop floor FpF_p. SS is the λ\lambda of Sakai–Sugimoto (it can be off by a factor of about 2 by convention). The dashed line falling to the right of λ≈51\lambda\approx51 is outside the range where (2) can be used
λ = 16.63, ΛR: one loop 0.274, two loops 0.409, λ^−3/2 = 0.015, floor F = 0.051 (two-loop crossing 0.067)

ComputedThe numbers in this figure were computed on this machine (the curves are computed on the spot from the formulas; the floor agrees with Table 2).

Table 2 The floor FpF_p (the value at the crossing) and the crossing point λ∗\lambda^*
Formula for ΛR\Lambda Rppλ∗\lambda^*FpF_p
One loop19.550.105
One loop3/27.250.051
Two loops17.770.129
Two loops3/26.090.067

There is a window where both are around 5–13%, which does not contradict ratios agreeing with the lattice to a few per cent (when the three-dimensional 0−−/0++0^{--}/0^{++} is compared with the dilaton as reference; changing the reference mode or the states gives deviations of 14–26%: 7-09). But what a theorem needs is a limit sending the errors to 0, and in the one-loop estimate the floor blocks it. Both guides are crude, with coefficient 1; the point is not the value of the floor itself but that there is no direction making both small at once. Example: putting the λ≈16.6\lambda\approx16.6 of Sakai–Sugimoto straight into (2) gives eKK=0.27e_{KK}=0.27 (two loops 0.41) and estr=0.015e_{\rm str}=0.015. Allowing for the difference of convention, halving λ\lambda (8.3) or doubling it (33) gives eKKe_{KK} of 0.075–0.52 and estre_{\rm str} of 0.042–0.005, and their order does not swap Computed. This is a rough guide suggesting that the tower side remains large.

04

Extra things remain — the KK tower and supersymmetry

At λ≫1\lambda\gg1 the KK tower comes at the same height as the glueballs. The squared masses of fluctuations on a fixed background are eigenvalues of Laplace-type operators, and changing the metric as g↦s2gg\mapsto s^2g multiplies all eigenvalues by s−2s^{-2}.

mn2=cnR2(cn numbers fixed by the shape of the background alone)(6)m_n^2=\frac{c_n}{R^2}\qquad(c_n\ \text{numbers fixed by the shape of the background alone}) \tag{6}

If the background has a single length RR, glueballs and KK modes alike are some multiple of 1/R1/R (the counting of powers is Known; the part saying that the background describes Yang–Mills is Physics). But the string tension involves λ\lambda, and Klebanov–Strassler write Ts∼gsM mglueball2T_s\sim g_sM\,m_{\rm glueball}^2 (the same circumstance as 7-08 §07). That the tower does not separate is acknowledged by the authors in Table 3 (for Witten's background, by Csáki et al. and Klebanov–Strassler) Physics.

Table 3 What remains, and the authors' words
ModelWhat remainsThe authors' words
Csáki et al. (Witten's background)SO(6)SO(6) non-singlets'their masses are of the same order as the SO(6) singlet states … Presumably λ⁻¹ corrections make them heavy'. Some fields removed by hand
Maldacena–NúñezKK on the fivebranes'the masses of glueballs are comparable to the masses of Kaluza Klein states on the fivebrane'
Klebanov–StrasslerKK on S3S^3'in the SUGRA limit both scale as m/(gsM)'. States explicitly that Witten's background also has extra modes
Polchinski–StrasslerN=4\mathcal N=4 matter'the N=4 matter cannot be decoupled within the supergravity regime'
Sakai–SugimotoA tower of mass MKKM_{KK}, SO(5)SO(5)'the same energy scale of the mass of the vector mesons'. A footnote says 'believed somewhat optimistically' (the latter in a footnote of hep-th/0507073)

How supersymmetry remains

In Witten's type (1998 §4; fermions made antiperiodic on the circle), the fermions acquire masses of order 1/R1/R at tree level, the scalars 'very plausibly get masses … at one-loop level', and it continues 'If this is so, the low energy theory will be the pure SU(N) theory without supersymmetry' (§2.2, on the three-dimensional case, has a sentence to the same effect: at weak coupling the long-distance behaviour is 'very plausibly' only a three-dimensional gauge field). Klebanov–Strassler and Maldacena–Núñez preserve N=1\mathcal N=1 supersymmetry, so a further limit making the gluino (the fermion that is the supersymmetric partner of the gluon) heavy is needed. The five-dimensional model of Gürsoy–Kiritsis is of the kind (bottom-up) that puts a five-dimensional gravity model directly rather than deriving it from a string-theory background, and takes the β function as input ('using input … as well as QCD') Physics. Example: within the range we examined, among the models built from string-theory backgrounds (top-down), only Witten's type yields non-supersymmetric pure Yang–Mills, and that too at the same scale as the tower.

05

N→∞N\to\infty — when the group is fixed to one

Gravitational geometry becomes classical as N→∞N\to\infty. The quantities of the gauge theory are arranged by 't Hooft's counting (7-04) into a sum over genus hh.

log⁡Z=∑h≥0N2−2hFh(λ)(7)\log Z=\sum_{h\ge0}N^{2-2h}F_h(\lambda) \tag{7}

What the gravity computation gives is the leading part of F0F_0 on the large-λ\lambda side, and for SU(3)SU(3) (1/N2=1/91/N^2=1/9) all the remaining terms matter. That the ratios move slowly with NN on the lattice (7-04) Physics does not give the existence of the theory at fixed NN either. There is a gap in the kinds of group too: D-branes give U(N)U(N) and SU(N)SU(N), and orientifolds (backgrounds divided by an operation that reverses the orientation of strings) give SOSO and SpSp (7-07). Within the range we searched we found no holographic dual of four-dimensional pure Yang–Mills for the exceptional groups G2,F4,E6,7,8G_2,F_4,E_{6,7,8}, and geometric engineering can make types ADE, and types B, C, F, G by folding with outer automorphisms (automorphisms of Dynkin diagrams), but within supersymmetric theories (7-07). Example: in the problem statement, SU(2)SU(2) and G2G_2 are each a single theory.

06

The order of limits — exchanging them needs uniformity

The gravity computation takes the supergravity limit λ→∞\lambda\to\infty after the N→∞N\to\infty that makes the string classical, and uses RR as the unit.

N→∞ ⟶ λ→∞,R fixed(8)N\to\infty\ \longrightarrow\ \lambda\to\infty,\qquad R\ \text{fixed} \tag{8}

The problem statement's side fixes NN and takes R→0R\to0, that is, by (3), λ→0\lambda\to0. A standard theorem of analysis gives the condition under which two limits may be exchanged Known. A double sequence am,na_{m,n} converges to bmb_m as n→∞n\to\infty uniformly in mm when

sup⁡m ∣am,n−bm∣ →n→∞ 0\sup_m\,\big|a_{m,n}-b_m\big|\ \xrightarrow[n\to\infty]{}\ 0

that is, when a single nn makes the errors for every mm small at once. Then the following holds.

am,n→n→∞bm (m -uniformly),am,n→m→∞cn  ⟹  lim⁡m→∞bm=lim⁡n→∞cn(9)a_{m,n}\xrightarrow[n\to\infty]{}b_m\ (m\ \text{-uniformly}),\quad a_{m,n}\xrightarrow[m\to\infty]{}c_n\ \ \Longrightarrow\ \ \lim_{m\to\infty}b_m=\lim_{n\to\infty}c_n \tag{9}

Without uniformity the exchange is in general not allowed. Example: for am,n=m/(m+n)a_{m,n}=m/(m+n), lim⁡mlim⁡nam,n=0\lim_m\lim_n a_{m,n}=0 while lim⁡nlim⁡mam,n=1\lim_n\lim_m a_{m,n}=1 (since sup⁡mm/(m+n)=1\sup_m m/(m+n)=1, the convergence to 0 as n→∞n\to\infty is not uniform).

What is needed is that the 1/N1/N corrections be uniformly small in λ\lambda, that the string corrections be uniformly small in NN, and an unbroken road down to λ→0\lambda\to0. (4) is the leading term of the correction in three dimensions, neither uniformity nor a limit. Within the range we searched we found no result justifying this exchange. As a metaphor, the supergravity region ('fixed ultraviolet cutoff … in the strong ultraviolet coupling regime') is in the position of a coarse lattice at strong coupling. More precisely, on the strong-coupling lattice the existence of the infinite-volume limit is proved (Osterwalder–Seiler 1978, 5-04), but this correspondence stays a metaphor.

07

Detour: seeing non-uniform convergence

Detour

A section you may skip.

Spontaneous magnetisation changes value with the order of h→0h\to0 and N→∞N\to\infty ((10) of 2-08). In the Curie–Weiss model (J=1J=1, inverse temperature β=1.25\beta=1.25) we count where it is non-uniform. The magnetisation per spin is written mˉ\bar m, as in 2-08, to distinguish it from mass. At finite NN it can be written exactly as a sum of binomial coefficients.

⟨mˉ⟩N,h=∑k(Nk) mˉk eβN(mˉk2/2+hmˉk)∑k(Nk) eβN(mˉk2/2+hmˉk),mˉk=2k−NN(10)\langle\bar m\rangle_{N,h}=\frac{\sum_k\binom Nk\,\bar m_k\,e^{\beta N(\bar m_k^2/2+h\bar m_k)}}{\sum_k\binom Nk\,e^{\beta N(\bar m_k^2/2+h\bar m_k)}},\qquad \bar m_k=\frac{2k-N}{N} \tag{10}

By the symmetry of flipping all spins, ⟨mˉ⟩N,0=0\langle\bar m\rangle_{N,0}=0, so lim⁡Nlim⁡h→0=0\lim_N\lim_{h\to0}=0, while lim⁡h↓0lim⁡N=mˉ∗=0.71041\lim_{h\downarrow0}\lim_N=\bar m^*=0.71041.

Figure 2 As NN grows, the range over which ⟨mˉ⟩N,h\langle\bar m\rangle_{N,h} (blue) clings to the N=∞N=\infty curve (yellow dashed) extends to the left. The vertical dotted line is h=1/Nh=1/N
N = 10³, ⟨m̄⟩ at h = 1/N = 0.503 ((11) at x = 1: 0.505)

ComputedThe numbers in this figure were computed on this machine ((10) evaluated exactly and embedded in steps of 0.25 in log⁡10h\log_{10}h).

Table 4 ⟨mˉ⟩N,h\langle\bar m\rangle_{N,h} (β=1.25\beta=1.25). Bold is the h=1/Nh=1/N column
NNh=10−2h=10^{-2}10−310^{-3}10−410^{-4}10−510^{-5}h=0h=0
10²0.47800.05790.00580.00060
10³0.72310.50280.06250.00630
10⁴0.72550.71170.50450.06290
10⁵0.72570.71200.71050.50470
∞\infty0.72570.71200.71060.7104mˉ∗\bar m^* (h↓0h\downarrow0)

Following a row to the right leads to 0, following a column down leads near mˉ∗\bar m^*, and the diagonal is about 0.5. For large NN the distribution splits into two peaks at ±mˉ∗\pm\bar m^* with weights in the ratio e2βhNmˉ∗e^{2\beta hN\bar m^*}, so

⟨mˉ⟩N, x/N ⟶ mˉ∗tanh⁡(βmˉ∗x)(N→∞)(11)\langle\bar m\rangle_{N,\,x/N}\ \longrightarrow\ \bar m^*\tanh(\beta\bar m^*x)\qquad(N\to\infty) \tag{11}

Against the value 0.50468 at x=1x=1, the exact value at N=105N=10^5 was 0.50467 Computed. Non-uniformity sits in the band h∼1/Nh\sim1/N, which escapes to the left as NN grows. Here (10) can be written exactly, so the position of the band is known, but for the two knobs of (8) there is as yet no way of checking.

08

The distance from the problem statement — five requirements

The problem statement is 'Prove that for any compact simple gauge group G, a non-trivial quantum Yang–Mills theory exists on R⁴ and has a mass gap Δ > 0', and existence includes satisfying axiomatic properties (Jaffe–Witten §4) Known.

Table 5 The requirements, and where the extra-dimensional models stand (every row at the level of Physics)
RequirementWhere things stand
Fix the group GGN→∞N\to\infty for SU(N)SU(N). No duals for exceptional groups found (§05)
On R4\mathbb R^4ΛR\Lambda R of order 1 on R4×\mathbb R^4\times (extra dimensions) (§03)
Asymptotically free at short distancesThe ultraviolet is a five-dimensional theory or the (2,0) theory (7-07). The cascade of Klebanov–Strassler 'goes on forever as the scale is increased'
Exists, satisfying the axioms (4-10)AdS/CFT is a conjecture (7-08 §08). The string-theory side has no non-perturbative definition
Mass gapA supergravity eigenvalue problem (semiclassical). Witten: 'A mass gap likewise can be demonstrated … by using the large λ behavior of the metric' (this λ is a radial coordinate of the metric)

None of the rows of Table 5 is satisfied yet. Jaffe–Witten §6 write 'at present we do not know any non-trivial relativistic field theory that satisfies the Wightman (or any other reasonable) axioms in four dimensions', and the problem page of the Clay Mathematics Institute still writes 'no proof of this property is known' Known (the definition of the gap is in 4-11). Example: the ratios the models hit to a few per cent (7-09; only the three-dimensional ratio with the dilaton as reference) are also numbers obtained while satisfying none of the rows of Table 5.

09

What remains — the problem moves

The problem does not vanish; it moves. Witten, noting that a singularity appears in the geometry as η→0\eta\to0, writes 'Apparently, in this approach, the mysteries of four-dimensional quantum gauge theory are encoded in the behavior of string theory near this singularity', and Csáki et al. write that under the conjecture the problem of QCD at large NN reduces to 'that of controlling the α′ corrections to the two-dimensional sigma-model with the Ramond-Ramond background' Physics. We give the meanings of the words briefly. α′\alpha' is the square of the string length (the string tension is 1/(2πα′)1/(2\pi\alpha'), (1) of 7-05). The two-dimensional sigma model is the field theory on the two-dimensional surface swept out by a string (the world sheet), whose fields are maps from the world sheet to spacetime. Ramond–Ramond fields are fields sourced by D-branes. The α′\alpha' corrections are corrections coming from the curvature radius of spacetime being finite compared with the string length, and (4) evaluates the leading term of this expansion. The 'worldsheet field theory with Ramond-Ramond fields' that Witten named in §03 (a field theory on the world sheet whose Lagrangian contains Ramond–Ramond fields) is also this two-dimensional theory.

4-dim. pure YM ← limit (3)  extra-dim. models ← conjecture  strings, M-theory(12)\text{4-dim. pure YM}\ \xleftarrow{\ \text{limit (3)}\ }\ \text{extra-dim. models}\ \xleftarrow{\ \text{conjecture}\ }\ \text{strings, M-theory} \tag{12}

Example: neither arrow in (12) is a mathematical theorem (the left is unjustified, the right a conjecture), and the object at the right end has no non-perturbative definition either (7-13, 9-02).

An idea from this machine (before verification)

Restricted to linear fluctuations of the supergravity fields, we see the "single length" of (6) as the reason the tower does not separate, and also as the reason that makes "a single scale" (7-12, 10-01) trivial on a fixed background. But the string tension involves λ\lambda (the formula of Klebanov–Strassler in §04), and once strings are included the lengths are not exhausted by one. Going back to four dimensions is a change of vehicle from RR to Λ\Lambda, and the question remains after that. This is neither a theorem nor a claim of the literature (10-17).


What this chapter can say

What is saidWhat is not said
KnownThe powers in (6), (9), the quotations from the problem statement.That the background describes four-dimensional pure Yang–Mills theory (a conjecture).
ComputedTables 1, 2 and 4, Figures 1 and 2, the floor of (5) (the value at the crossing) and that for the one-loop formula it is the minimum of the max, the maximum of the two-loop formula (λ≈51\lambda\approx51), λ≈16.6\lambda\approx16.6 and the range of a factor of 2 around it, the check of (11).Coefficients independent of convention. estre_{\rm str} is a rough guide, not the actual string correction. The power in (4) is for the three-dimensional 0++0^{++}; the power in four dimensions is not given. The behaviour of the two-loop formula for λ≳51\lambda\gtrsim51 is outside the range of (2).
PhysicsThat R→0R\to0 and λ→0\lambda\to0 are the same direction, that the tower does not separate (the authors' words), the order in (8).A justification of exchanging the limits (none found within the range searched). This site shows neither the mass gap nor the construction of the continuum limit.

Sources and reproduction

ItemKindSource / tools
(1), the problem statement in §08 and the sentence of §6KnownA. Jaffe, E. Witten, “Quantum Yang–Mills Theory” §4, §6 (the Clay problem description). Text of the PDF checked.
The sentence on the Clay page in §08KnownClay Mathematics Institute, “Yang-Mills & the Mass Gap” (the Millennium Prize Problems page). https://www.claymath.org/millennium/yang-mills-the-maths-gap/. Checked by reading the sentence.
The b0b_0 of (2) / the two-loop b1b_1KnownThe sources of 4-06 / W. E. Caswell, Phys. Rev. Lett. 33 (1974) 244 (bibliographic data only).
Witten's sentences, Witten's typePhysicsE. Witten, Adv. Theor. Math. Phys. 2 (1998) 505, hep-th/9803131 §2.2, §4. arXiv manuscript checked.
(4), the sentences of Csáki et al.PhysicsC. Csáki, H. Ooguri, Y. Oz, J. Terning, JHEP 9901 (1999) 017, hep-th/9806021 (the abstract, (1.1)(1.2) of the introduction, the QCD₃ sentence of §2, the concluding sentences). arXiv manuscript checked.
Klebanov–Strassler in Tables 3 and 5PhysicsI. R. Klebanov, M. J. Strassler, JHEP 0008 (2000) 052, hep-th/0007191. TeX manuscript checked.
The other models in Table 3 and §04PhysicsJ. M. Maldacena, C. Núñez, Phys. Rev. Lett. 86 (2001) 588, hep-th/0008001; J. Polchinski, M. J. Strassler, hep-th/0003136; U. Gürsoy, E. Kiritsis, JHEP 0802 (2008) 032, arXiv:0707.1324. Abstracts checked for all.
Sakai–Sugimoto in §01 and Table 3PhysicsT. Sakai, S. Sugimoto, Prog. Theor. Phys. 113 (2005) 843, hep-th/0412141; ibid. Prog. Theor. Phys. 114 (2005) 1083, hep-th/0507073. TeX manuscripts checked.
The strong-coupling lattice in §06KnownK. Osterwalder, E. Seiler, “Gauge Field Theories on the Lattice”, Ann. Phys. 110 (1978) 440. Abstract checked.
(9)KnownUniform convergence and the exchange of limits (for example W. Rudin, Principles of Mathematical Analysis, Chapter 7). Bibliographic data only.
Tables, figures, numbersComputedPython 3 (numpy, scipy) on this machine: scale_window.py (Tables 1 and 2), floor_crossing.py (uniqueness of the crossing in (5), the maximum of the two-loop formula, the minimum of the max for λ≤316\lambda\le316, the range of a factor of 2 around λ≈16.6\lambda\approx16.6), floor_twoloop_check.py (the minimum of the max with the two-loop formula when the upper limit on λ\lambda is removed), curie_weiss_order.py (Table 4, Figure 2, (11)).

Next chapter to read: 7-11 Supersymmetry and Seiberg–Witten — an example where, under supersymmetry, a gap is visible from a duality.

← 7-09 The mass gap becomes geometryContents7-11 Supersymmetry and Seiberg–Witten →

Revised 2026-10-01: first version.