The whole book Contents and reading orders
- Part 0 Entrance — how to read this book
- 0-01 How to read this book
- 0-02 One picture
- 0-03 Reading the problem statement word by word
- 0-04 Four dimensions in mathematics and four dimensions in physics
- Part 1 Mathematical preparation
- 1-01 Vector spaces and linear maps
- 1-02 What a group is
- 1-03 Lie groups and Lie algebras
- 1-04 SU(2) and SU(3)
- 1-05 Manifolds and tangent spaces
- 1-06 Differential forms and the exterior derivative
- 1-07 Vector bundles and connections
- 1-08 Probability and measure
- 1-09 Probability in infinite dimensions
- 1-10 Hilbert spaces and self-adjoint operators
- 1-11 Fourier analysis and distributions
- 1-12 Detour: what happens only in four dimensions
- Part 2 Physical preparation
- 2-01 Lagrangians and the action
- 2-02 The idea of a field
- 2-03 Electromagnetism is a gauge theory
- 2-04 Special relativity and spacetime
- 2-05 The bones of quantum mechanics
- 2-06 The harmonic oscillator and creation and annihilation
- 2-07 The idea of the path integral
- 2-08 Statistical mechanics and phase transitions
- 2-09 Detour: the gap and the correlation length in the Ising model
- 2-10 The relaxation time and the dynamical exponent z
- Part 3 Yang–Mills theory (classical)
- 3-01 The gauge principle
- 3-02 Non-abelian gauge fields
- 3-03 The action and the equations
- 3-04 Gauge theory as geometry
- 3-05 Instantons and topology
- 3-06 Detour: Donaldson and exotic R⁴
- 3-07 Yang–Mills inside the Standard Model
- Part 4 Quantisation
- 4-01 Canonical quantisation and the Hamiltonian
- 4-02 The path integral and Euclideanisation
- 4-03 Perturbation theory and Feynman diagrams
- 4-04 Divergences and renormalisation
- 4-05 The algebra of divergences
- 4-06 Asymptotic freedom
- 4-07 Dimensional transmutation and Λ
- 4-08 Gauge fixing and Faddeev–Popov
- 4-09 The axioms of quantum field theory
- 4-10 The Osterwalder–Schrader axioms and reconstruction
- 4-11 The definition of the mass gap
- 4-12 Detour: the perturbation series diverges
- Part 5 Lattice gauge theory
- 5-01 Wilson's lattice
- 5-02 The strong-coupling expansion
- 5-03 Reflection positivity and the transfer matrix
- 5-04 The infinite-volume limit and the cluster expansion
- 5-05 Weak coupling and the continuum limit
- 5-06 How U(1) differs from the non-abelian case
- 5-07 The Monte Carlo method
- 5-08 Measuring glueballs and the string tension
- 5-09 What to hold fixed when taking the limit
- 5-10 Lattice gauge theory with finite groups
- 5-11 Detour: Bakry–Émery and one-link integration
- Part 6 Constructive field theory
- 6-01 What constructive field theory is
- 6-02 Solvability in two dimensions and the Yang–Mills measure
- 6-03 Constructing scalar fields
- 6-04 The cluster expansion
- 6-05 The sequence of renormalisation group steps
- 6-06 Ultraviolet stability of three-dimensional Yang–Mills
- 6-07 Four dimensions
- 6-08 Triviality of φ⁴ in four dimensions
- 6-09 Stochastic quantisation and regularity structures
- 6-10 Where four dimensions stops
- 6-11 Obstacles other than divergence
- 6-12 Detour: "if 1/0 is given a symbol"
- Part 7 From the side of physics
- 7-01 How physics sees it
- 7-02 Mechanisms of confinement
- 7-03 The string picture
- 7-04 Large N
- 7-05 String theory and extra dimensions
- 7-06 How extra dimensions become invisible
- 7-07 Where gauge fields come from
- 7-08 Holography
- 7-09 The mass gap becomes geometry
- 7-10 Back to four dimensions
- 7-11 Supersymmetry and Seiberg–Witten
- 7-12 The sentence that plays the role of an equivalence principle
- 7-13 Where the way physics digs parts from mathematics
- Part 8 A dictionary of two languages — the physical and the mathematical view
- 8-01 How to read the dictionary
- 8-02 Dictionary A
- 8-03 Dictionary B
- 8-04 Dictionary C
- 8-05 The physical counterparts of our assumptions
- The map
- Part 9 Where things stand, and open tasks
- 9-01 How far the world has come
- 9-02 Where the two ways of digging part
- 9-03 Candidates for new concepts
- 9-04 The list of open tasks
- 9-05 Common misconceptions
- 9-06 The stages a proof must contain — the table of seven stages
- The first road — from the direction of time
- Part 10 The first road, first half — from the direction of time: the mass gap and the diffusive-relaxation-time assumption
- 10-00 Entrance — the staircase, and the random walk, the ruler and the clock
- 10-01 The line of construction and Assumption ξ²
- 10-02 Roads tried on the four-dimensional lattice, and walls
- 10-03 The four steps of the staircase — why we start from 0+1 dimensions
- 10-04 The path measure of the double well, and kinks
- 10-05 The statement of the first step — four conditions and Proposition 4.5
- 10-06 (H1) Local Poincaré within a phase
- 10-07 The map of (H2) — seven routes and the seam of the ring
- 10-08 What computer-assisted means — the conditions on the chain inside the window
- 10-09 The sector framework and the three strands of route 5
- 10-10 The list of detour plans — types of breakage
- 10-11 (H3)(H4) and the constant of the core
- 10-12 The integrated table and the dependency graph
- 10-13 Lean statements and the limits of machine checking
- 10-14 Reconciliation — the numbers of the record and the known numbers
- 10-15 What remains and its cost — the distance to a theorem
- 10-16 What is not claimed
- 10-17 Insights and small questions
- Part 11 The first road, second half — repairing the form of the assumption, making time continuous
- 11-00 Further considerations — entrance
- 11-01 One form that obstructs Assumption ξ² — a nearly conserved global quantity
- 11-02 Choosing the ruler and the coordinates again — the length at which conservation breaks
- 11-03 Two ways to repair Assumption ξ² — the sector Assumption ξ² and the local Assumption ξ²
- 11-04 Which Assumption ξ² the one-sided bridge needs
- 11-05 Making time continuous — the Hamiltonian lattice and the vacuum measure
- 11-06 Paying with rarity instead of convexity — renormalisation on groups and log-Sobolev
- 11-07 Because it is four dimensions — the dimensionless coupling and topology
- 11-08 Questions, and what is not claimed
- 11-A1 Table of notation for Part 11
- The second road — from the direction of space
- Part 12 The second road: from the direction of space — a small twisted T² and confinement
- 12-00 Entrance — space, not time
- 12-01 The twisted T² and 't Hooft flux
- 12-02 Vortices and fractional instantons
- 12-03 Containers — conditioning on the frame makes things independent
- 12-04 Slab confinement
- 12-05 Vortex-insertion identities
- 12-06 Driven insertion and the flow lemma
- 12-07 Why fixed maps fail
- 12-08 The measured record
- 12-09 Where this road stops — widening the T² is the band
- The crossover band — two roads reach the same wall
- Part 13 The crossover band — two roads reach the same wall
- 13-00 Entrance — confluence
- 13-01 The correct form of the band
- 13-02 Reduction to a single inequality
- 13-03 The only place where non-abelian enters
- 13-04 Structure alone cannot cross
- 13-05 The chessboard and simultaneous flips
- 13-06 Renormalisation comparison — a comparison that distinguishes groups
- 13-07 The band seen from the side of time
- 13-08 A map of the roads tried and stopped
- 13-09 The measured record
- 13-10 Candidate new viewpoints
- 13-11 Ultraviolet control — what it means to close at infinitely many steps
- Closing
- Part 14 Closing — conditional statements
- 14-00 Entrance — the promise of this part
- 14-01 The conditional statement — the mass gap and confinement, arrow by arrow
- 14-02 The ledger of conditions
- 14-03 The table of questions (a cross-index)
- 14-04 What is not claimed (a cross-index)
- Appendices
- A-01 Table of notation
- A-02 Glossary
- A-03 Guide to the literature
- A-04 Lean and machine checking
- A-05 How this book was made
- A-06 Index of assumptions
- A-07 Papers that came out of this book
A map of the roads tried and stopped
What this chapter shows — We gather into one ledger the roads that were tried in order to cross the crossover band, and that stopped. The ledger has three layers: thirty roads (§02); roads discarded, or limited in scope, in the study of the band chapters (§05); and three ideas that turned out to be no more than restatements of roads in the ledger (§06). Each row carries "why it stopped" and its origin, and the label of the reason is set per row. For rows that rest on literature, only literature checked against the original carries [Cited]; literature not checked is marked "not yet checked". Three roads are looked at in detail: that the average over local containers stays at in four dimensions (§03); the claim of Tomboulis (2007) by Migdal–Kadanoff interpolation, and the criticism that it does not distinguish U(1) (§03); and that the comparison principle with the twisted fails numerically (§04). Finally we set out the selection criteria that a new candidate should pass first (§07).
Prerequisite chapters — 13-00 (the breakdown of the band), 13-01 (the correct form of the band), 13-02 (the lateral-widening inequality), 12-03 (containers), 12-04 (slab confinement), 13-06 (the renormalisation comparison), 10-10 §04 (the seven types of detour).
Said first — This page is a map of the record and sets out no new theorem. "Stopped" means "it was found that this set of inputs cannot cross the band"; it does not mean that the parts of that road are of no use elsewhere (slab confinement, for example, is a theorem that holds for every once the lattice spacing and are fixed). Most of the reasons for stopping are judgements at the level of physical estimates; negations with proofs are few. The labels are set per row to keep that distinction.
- How to read the ledger — what "stopped" means and how labels are set
- Thirty roads — why they stopped, and their origins (Table 1)
- Two roads that had stopped in the literature — the average over local containers, and Migdal–Kadanoff interpolation
- The comparison principle with the twisted T² — true at one loop, false numerically
- Roads discarded, or limited in scope, in the band chapters (Table 2)
- Three that were only restatements (Table 3), and the questions of type (Table 4)
- The selection criteria and calibration against the literature (Table 6)
- The table of the five grades and the dependency graph
How to read the ledger — what "stopped" means and how labels are set
The study in this book tried many roads in search of a tool that crosses the band. Every road stops in the end at the same single point: there is no non-perturbative principle showing that, at intermediate coupling, disorder becomes stronger as the scale is enlarged. Setting the ways of stopping side by side, three lessons come up again and again.
- Tools that work only in a perturbative regime (weak or strong coupling) cannot cross the band.
- Local operations cannot change topological quantities such as the twist sector.
- The sources of monotonicity (correlation inequalities, reflection positivity) work in the opposite direction to the mechanism of confinement (disorder).
The purpose of the ledger is not to repeat the same road. When a new candidate is thought of, we first check whether it is a restatement of something in this ledger (§06 gives examples).
The columns of each row are as follows.
- Road: a one-line summary of the idea tried.
- Why it stopped: where the road became unable to cross the band.
- Label: the label of the reason for stopping. Proved here means the reason has a proof on paper (set out in a chapter of this book); Cited means it rests on literature checked against the original; Computer-assisted is computer assistance; Reading is a numerical reading; "Reading (physics)" is a judgement at the level of a physical estimate. Even when the reason is an estimate, the judgement not to re-examine the road does not change. But a road stopped for a reason that is an estimate can be reopened if there is a new input.
- Origin: the record of this book's study, or the literature. Literature checked against the original is marked [Cited]; literature not checked is marked "not yet checked".
A note on words. In this part, following the convention of 13-00 §02, we write "band", and distinguish it from the "window" of Parts 10 and 11 (the site window, the ħ window, the time window). We also do not use the symbols (P), (R) or T1–T12; we write the names "β-monotonicity", "the renormalisation comparison" and "task".
Thirty roads — why they stopped, and their origins
Numbers 1–28 in Table 1 are roads that this book's study tried in search of a principle that crosses the band; 29 and 30 are roads found to have already stopped in the literature when that study was re-checked by another hand. The labels are labels of "why it stopped".
| # | Road | Why it stopped | Label | Origin |
|---|---|---|---|---|
| 1 | Reflection positivity, chessboard estimates | The inequality points the wrong way, and only one side (the lower bound) of the flux free energy comes out | Reading (physics) | This book's study. The chessboard itself is in 13-05 |
| 2 | Continuous monotonicity in the box size (the Feynman–Hellmann derivative) | There is no correlation inequality for that fixes the sign of the difference | Reading (physics) | This book's study |
| 3 | Checking finitely many by interval arithmetic | In four dimensions the size of the computation is out of reach. In the hierarchical model an interval-arithmetic certificate could be made (551 sectors, passed on re-running all sectors; a result for the hierarchical model only) | Reading (physics: a judgement of scale), Computer-assisted (hierarchical model only) | This book's study |
| 4 | Projection to and GKS (the splitting ) | The premise of the splitting was rejected by four-dimensional data | Reading | This book's study |
| 5 | The infrared bound (Fröhlich–Simon–Spencer) | The wrong direction. It is the inequality on the side that shows a massless phase | Reading (physics) | Fröhlich–Simon–Spencer (not yet checked) |
| 6 | Proof by contradiction extending the result for a small continuously in | There is no quantity that excludes a fixed point, and it comes back to the band itself | Reading (physics) | This book's study |
| 7 | Kramers–Wannier duality | It only restates the band as a one-variable inequality (the magnetic flux free energy is smaller at scale than at ) | Reading (physics) | This book's study (the duality itself not yet checked) |
| 8 | Local entropy and finite-energy arguments | Topological conservation: a local closed surface in meets a plane an even number of times, so local operations do not change the twist sector | Reading (physics) | This book's study |
| 9 | Slab confinement | With the lattice spacing and fixed, the area law holds for every . A bound uniform in is the band itself, and the tension goes to 0 in the continuum limit | Proved here (the theorem with fixed) | 12-04 |
| 10 | GKS for the effective model of centre vortices | Removing the frustration also removes the mechanism of confinement | Reading (physics) | This book's study |
| 11 | The Nishimori structure | Withdrawn (annealed and quenched were confused; negated numerically) | — | This book's study |
| 12 | The data-processing inequality | No channel independent of the sector can be built. It becomes a detector that tells sectors apart, but not a driving force that produces disorder | Reading (physics) | This book's study |
| 13 | Group averaging over thick vortices | It works on a small , but on it comes back to the problem of the tension of the vortex sheet | Reading (physics) | This book's study |
| 14 | Renormalising the worst flip cost | It becomes monotonically non-increasing, but decrease is not guaranteed | Reading (physics) | This book's study |
| 15 | Percolation of vortex sheets | Stochastic domination needs a worst-case lower bound, and reduces to strong coupling | Reading (physics) | This book's study |
| 16 | Stability of the gap, Lieb–Robinson bounds | Works only inside the perturbative radius, and reduces to strong coupling | Reading (physics) | This book's study |
| 17 | Convexity in the coupling of the sheet | Only the cost of thin sheets is visible | Reading (physics) | This book's study |
| 18 | Adaptive averaging over the shape of the sheet | A rewriting of a partition of unity; a tautology | Reading (physics) | This book's study |
| 19 | Volume independence at large | The band comes back, changed into the effective volume | Reading (physics) | This book's study |
| 20 | Positivity of the coefficients of the character expansion | It follows automatically from reflection positivity, and carries no new information | Reading (physics) | This book's study |
| 21 | Extracting monotonicity from the hierarchical model (ratio ordering, TP₂ and the like) | False in general | Reading | This book's study |
| 22 | Single-site Bakry–Émery curvature | The single-site gap is always positive; the wall lies in the influence between plaquettes | Reading (physics) | This book's study |
| 23 | Monotone quantities from strong subadditivity, a lattice version of the a-theorem | The lattice-only version does not distinguish phases. The version that does needs rotation invariance, which is available only after crossing the band (circular) | Reading (physics) | This book's study (Casini–Huerta-type arguments not yet checked) |
| 24 | Curvature of the space of gauge orbits, renormalisation of a membrane gas, tools for sharp phase transitions | The curvature correction is and cannot cancel the negative of the Hessian of the action, reducing to strong coupling / four-dimensional membranes have no screening mechanism / the surface representation of has weights that change sign, and no FKG | Reading (physics) | This book's study |
| 25 | Spin and the index theorem (counting soft modes) | At one loop it is a restatement of asymptotic freedom, and the non-perturbative part comes back to the band | Reading (physics) | This book's study |
| 26 | Renormalisation of curvature (Bakry–Émery curvature and O'Neill's formula, the curvature-dimension condition of the quotient) | Negative curvature is not preserved by coarse-graining. Following the effective one-link weight on a one-dimensional chain by convolution, the minimum of the curvature gets worse at the first step (: ; : ) | Reading | This book's study |
| 27 | The comparison principle with the twisted (for all loops) | True at one loop, false non-perturbatively by numerics (§04) | Reading | This book's study (§04) |
| 28 | The multiscale Bakry–Émery criterion (the Polchinski equation) | It can pass non-convex regions, but scale-by-scale control of the renormalised potential is the band itself. The version for compact groups is also not in place | Reading (physics) | Bauerschmidt–Bodineau (not yet checked) |
| 29 | Averaging over local vortex containers | The identity is known, and with the container length fixed it reaches only in four dimensions (§03) | Cited | Mack–Petkova (1980), Kovács–Tomboulis hep-lat/0108017. 12-03 §06 |
| 30 | Monotonicity of the vortex free energy by Migdal–Kadanoff interpolation | The key inequality ((3.5) of Ito–Seiler) has not been shown outside strong coupling. The argument does not distinguish (§03) | Cited | Tomboulis arXiv:0707.2179, Ito–Seiler arXiv:0711.4930, Kanazawa arXiv:0805.2742 |
in Table 1 is the number of colours, a different quantity from the size of . Number 11 is kept here as a single line only. Its content was withdrawn, so it is not used elsewhere in this book.
Note that most labels in Table 1 are "Reading (physics)". Most of the reasons for stopping are not counterexamples or negative theorems but estimates of the form "this road comes back to the band itself at this point". The rows with proofs are number 9 (slab confinement is a theorem with fixed, and is not uniform in ) and C1, C2, C5 and C6 of Table 2 (the scope is in the brackets of each row's label). Numbers 29 and 30 of Table 1 are the "Cited" rows that had stopped in the literature. The "Computer-assisted" of number 3 is a result on the hierarchical model and says nothing about the four-dimensional lattice (the hierarchical model is a different thing from four dimensions in that Migdal–Kadanoff decimation is exact there).
Two roads that had stopped in the literature — the average over local containers, and Migdal–Kadanoff interpolation
Numbers 29 and 30 in Table 1 are roads that, after this book's study had tried them itself, were found to have already stopped in the literature. Both were checked against the text of the original [Cited].
29 The average over local vortex containers — only up to R/ln R in four dimensions
The identity that, with the frame (the outside of the container) fixed, the signs of the sectors inside the containers become independent and the Wilson loop is bounded by the product of the biases of the containers, was Lemma 5 of 12-03 §03. This is the "vortex container" identity of Mack–Petkova (1980), written in eqs. (18)–(22) of Kovács–Tomboulis (hep-lat/0108017). The only differences are that we wrote the sectors with the sum ensemble and took the average over the frame rather than the maximum; this book claims no novelty.
§3 of the same paper states the limit of this road in four dimensions. The length of a container passing through a point inside a rectangular loop with sides () is of order , and to keep the cost of the container constant the width of its cross-section must be fattened to order . Only about independent containers fit inside the loop, and what comes out is
and no more [Cited]. A linear potential (the area law) needs a single fat container the size of the loop. This is exactly the global form of Tomboulis–Yaffe (13-01 §04), the same condition as crossing the band.
In one line, the reason it stopped is: the road of laying out containers of fixed length independently does not reach the area law on . On a slab with a small , the length of the container (the area of the vortex sheet) stops at the area of , so this obstacle does not appear (12-03 §06). The obstacle comes back when is widened — that is, in the band.
30 Monotonicity of the vortex free energy by Migdal–Kadanoff interpolation
Tomboulis (arXiv:0707.2179) claimed confinement at every coupling for four-dimensional . The flow of the argument is as follows [Cited].
- By Migdal–Kadanoff-type decimation (lattice spacing ), build upper and lower bounds on the partition function ((3.4) and (3.7) of the original).
- Interpolate their coefficients with a parameter , and obtain a representation in which decimation becomes an equality at some value ((3.12), (3.16), (3.35)). Build the same representation in the twisted sector ((4.19), (4.26)).
- The key step: that the same can be taken in the untwisted and the twisted sectors ((5.14)). This is to be derived from the inequality ((5.15)), and it is stated that showing it at strong coupling is enough.
- In conclusion, the true vortex free energy is at most the vortex free energy of the decimated system ((5.22)). The decimated system flows to strong coupling, so the strong-coupling expansion gives , and the Tomboulis–Yaffe inequality gives the area law.
Against this there are two criticisms [Cited].
- Ito–Seiler (arXiv:0711.4930): that can be taken in common for the two sectors reduces to their inequality (3.5), , which has not been shown outside strong coupling. Further, the Migdal–Kadanoff flow goes to strong coupling regardless of whether the group is abelian or non-abelian, so if the argument went through as it stands, would also confine at every coupling. Four-dimensional has a non-confining phase, so an input that distinguishes groups is needed somewhere.
- Kanazawa (arXiv:0805.2742, Appendix A): the continuity argument in the interpolation parameter does not hold (a counterexample is given). It is not shown which step of the argument fails for . For any compact connected group the Migdal–Kadanoff flow goes to strong coupling, so the renormalisation side cannot distinguish from , and all the non-abelian content goes into the existence of .
Footnote 10 of the original itself writes that "for abelian systems, inequalities of type (5.15) follow from the Griffiths inequalities". Together with the remaining steps this would show confinement for , a sign that the argument does not distinguish groups.
In one line, the reason it stopped is: a renormalisation that does not distinguish groups cannot be an argument that closes the band. This is an example in the literature of criterion (m) of 13-06 §08 (show that has no transition, distinguishing it from the transition that has inside the band, at ). The lateral-widening inequality of this book (13-02 §02) restricts the comparison to the form "change only the geometry, within one theory and one coupling", and has a form that fails for (13-01 §03, 13-09 §02). But the difficulty of showing it is of the same type, and it is still needed across the band.
Relatedly, Theorem 1 of Kanazawa (arXiv:0805.2742) is an identity relating the ratio of twisted partition functions on lattices of different sizes to a ratio at shifted couplings, but it also holds for , so it says nothing about confinement [Cited]. Another paper of Ito–Seiler (arXiv:0803.3019) is not yet checked.
The comparison principle with the twisted T² — true at one loop, false numerically
This is number 27 of Table 1. The comparison principle is the claim that for every planar loop
holds (the right-hand side is the twisted slab, 12-04 §02). If it held, then together with slab confinement (the area law for every with fixed) it would give the area law for every on . That is why it was worth trying.
True at one loop [Reading]. Comparing with the heat kernel of fluctuations around the background, the inequality holds at each time. The colour weight of the sum over images is , and we checked this numerically to machine precision (a numerical check at the one-loop level; no proof on paper is set out).
False non-perturbatively [Reading]. By Monte Carlo we compared the twisted slab on the lattice (the directions periodic with 16, with ) with (, Wilson action).
| Twisted slab | Reading | |||
|---|---|---|---|---|
| 2.1 | 2 | 0.52952(67) | 0.53494(40) | The slab is lower: 7σ taking errors from both sides, 5.5σ in an independent rerun. is also lower |
| 1.8 | 2 | 0.43966(56) | 0.44129(18) | The slab is lower (about 2.7σ) |
| 2.4 | 2 | 0.6275(10) | 0.6300(2) | The slab is lower (about 2.4σ) |
| 2.6 | 6, 8 | Signs that the twisted slab overshoots downwards (2.5σ and 1.9σ in the plaquette) | Undetermined | |
Taking in (2) to be a single plaquette, the right-hand side is the plaquette of the slab and the left-hand side the plaquette of . At , the slab is 7σ lower, so (2) fails for small loops. This can be read as the frustration of the twist (the cost of forcing a twist into a small ) lowering the plaquette [Reading] (physics). The overshoot on the weak-coupling side () lacks statistics and is not settled.
Further, at it contradicts the scaling behaviour of asymptotic freedom [Reading] (physics). The slab theorem gives , but if the scaling behaviour of asymptotic freedom is accepted, , and at large (2) points the other way.
In one line, the reason it stopped is: an ordering that holds at one loop breaks down non-perturbatively, starting from small loops. Two criteria come out of this (§07): (g) it is a non-perturbative estimate, not a restatement of one loop; (k) it does not fail for small loops (short scales), or it has a form that claims only large loops. The asymptotic form for large loops only () has not been refuted, but there is no mechanism to show it, and it hits the same wall as number 2 of Table 1 (there is no inequality for that fixes the sign of the difference).
One positive observation also remains [Reading] (physics). At weak coupling the twisted is close to infinite volume already from small , and approaches it from the opposite side to the untwisted case. This fits the picture of adiabatic continuity, but there are signs that the approach is not monotone, a fact unfavourable to tools based on monotonicity.
Roads discarded, or limited in scope, in the band chapters
In the study of Parts 12 and 13 there are, apart from Table 1, roads that were discarded and roads whose usable scope was limited. Table 2 gathers them. The first five (C1–C5) are "roads discarded", the rest "roads limited in scope".
| # | Road | Why it stopped | Label | Chapter |
|---|---|---|---|---|
| C1 | Isometric comparisons (the identity map, group translation, gauge transformation, decimation) | In a comparison that does not change the shape of the fluctuations, the contribution of the one-loop spin term is exactly 0, and only (the anti-asymptotic-freedom direction) comes out | Proved here (one-loop level) | 12-07, 13-06 §03 |
| C2 | Structural inputs only (reflection positivity, duality, the transfer matrix, the centre identities) | They hold as they are for and too, so they cannot distinguish groups (the negative lemma) | Proved here (in the form "from this set of inputs alone") | 13-04 |
| C3 | Getting the area law by a sandwich of deterministic maps | The remainder (relative entropy) of the transport identity (the Gibbs variational principle) grows with the area of the vortex sheet, so the form does not come out. It can be used for the qualitative goal | Reading (physics) | 13-10 §02 |
| C4 | A sandwich by the glass in the upper half of the band | For the mean effective coupling is 1.1–1.9, far above the pure transition point 0.44, and the glass is on the side of the ordered phase. The sandwich is loose | Reading | 13-09 §08, 13-10 §03 |
| C5 | Using flip certificates (flipping containers) and simultaneous flips to test the band | The flip probability of a one-step kernel levels off at about 1/2, and gives only (a weak form that also satisfies) | Proved here (), Reading (the levelling off of ) | 12-06, 13-01 §02 |
| C6 | Bounds using the supremum over frames | Of the form , getting worse superexponentially in . For uniformity only forms averaged over the frame can be used | Proved here | 12-04 §02 |
| C7 | Using the usual Dobrushin, Dobrushin–Shlosman and van den Berg–Maes criteria with frames | The continuous field follows the boundary, and the influence coefficients are close to 1 | Reading (physics) | (literature not yet checked) |
| C8 | Taking β-monotonicity as the easy component, band = β-monotonicity + the renormalisation comparison | β-monotonicity turned out to be a problem of the same weight as the monotonicity in of the string tension in lattice units (a correction) | Reading (physics) | 13-06 §02 |
| C9 | Restricting lateral widening to one direction only | Doubtful in view of the behaviour of the spatial string tension at high temperature (lattice measurements by Bali et al., not yet checked); restricted to the square shape only | Reading (physics) | 13-02 §02 |
| C10 | Using the Wilson flow to transport vortex insertions | Negative numerically. The form recast as forward transport (Moser-type) is open | Reading | 12-06 |
| C11 | The conformal frame (turning scale into position) | Negative on examination: hyperbolic nesting does not increase the number of containers, and the core stays in the same place | Reading (physics) | 13-10 §04 |
| C12 | Covering the band with the strong-coupling expansion alone | The expansion about flat surfaces stops at roughening (, not yet checked) | Reading (physics) | 13-06 §04 |
Three that were only restatements, and the questions of type
When thinking of a new candidate, we first check that it is not a restatement of something in the ledger. Table 3 lists three ideas that, when the band candidates were examined, were not made candidates but judged to be restatements of the ledger.
| # | Idea | What it was a restatement of | Label |
|---|---|---|---|
| X1 | That the law of the holonomy of large loops approaches the Haar measure (the boundary holonomy centralises under the Weyl measure) | The decay of the part odd under the centre (half-integer representations) is the Wilson area law itself, a restatement of the ring made by the column decomposition and the Tomboulis–Yaffe inequality. The even part (adjoint representations) has a perimeter law and does not help to distinguish groups | Reading (physics) |
| X2 | Consistency of the mixed anomaly between the centre and the term | A kinematic constraint (criterion (h) of §07). At it forces nothing | Reading (physics) |
| X3 | Taking success in the hierarchical model (a model in which Migdal–Kadanoff decimation is exact) as evidence for the band | In the hierarchical model also confines, so it is no test of criterion (d) (use non-commutativity essentially) | Reading (physics) |
The study of detours in Part 10 (10-10 §04) extracted seven types from failures on the double well in 0+1 dimensions. The individual detour plans do not overlap directly with four-dimensional candidates, but the questions of type apply to four-dimensional candidates as they are. Table 4 lists those questions.
| Type | One line | Question to put to the candidate |
|---|---|---|
| 1 | There is one source (the curvature at one site at the top) | On the side of the worst configuration, what is being paid? |
| 2 | Structural factors that enter as ratios have a ceiling | Does it change the defect set, or does it only move the factor of the ratio? |
| 3 | Paying for the same place twice | Have the places paid been drawn in the same figure? |
| 4 | Confusing currencies (the speed of exit and rarity) | Does the step that pays for rarity go through entropy? |
| 5 | The address of the difficulty | Which quantity does the difficulty rest on? |
| 6 | The mismatch between the direction of fluctuation and the soft direction | Is a vector being collapsed to a scalar? |
| 7 | Transfer | Is the sum an invariant (does another column become heavier by as much as the lightened column)? |
The candidate rules of Part 11 (Table 3 of 11-08 §02) can also be used here, not as exclusions but as a record of "which root they do not work on". No candidate has "works" written in the column of the root that connects the ultraviolet and the infrared ((R2) of 11-07), and the "coupling window" (a word of Part 11, 11-06) that appears in the class of rarity closed by one step of coarse-graining (N1 + N4) was a rewording of that root. Anyone who says a band candidate works on (R2) must name an input different from every candidate.
The selection criteria and calibration against the literature
Turning the reasons for stopping inside out gives candidate conditions that a tool crossing the band should satisfy. Table 6 sets those conditions side by side with the ways of stopping they came from. All are candidates for necessary conditions, not sufficient conditions that guarantee crossing the band if satisfied [Reading] (physics). Especially heavy are the four (d), (g), (j) and (m).
| Criterion | Content | Way of stopping it came from |
|---|---|---|
| (a) | Holds on the lattice alone (does not rely on rotation invariance) | Number 23 of Table 1 |
| (b) | Distinguishes phases (fails in a massless phase, or the limiting values differ) | Number 23 of Table 1 |
| (c) | Does not rely on positivity or FKG | Number 24 of Table 1 (the surface representation of has weights that change sign) |
| (d) | Uses non-commutativity essentially. A principle that gives the same conclusion in models with a massless phase, such as four-dimensional or two-dimensional , is wrong | Number 30 of Table 1, C2 of Table 2, X3 of Table 3 |
| (e) | Compatible with asymptotic freedom | The contradiction at in §04 |
| (f) | Can handle topological sectors (twists) | Number 8 of Table 1 |
| (g) | Is a non-perturbative estimate, not a restatement of one loop | Numbers 25 and 27 of Table 1 |
| (h) | Is dynamical (uses the action and the flow of the coupling). Kinematic constraints alone (duality, reflection positivity, anomalies, positivity of the partition function) cannot reach, since a non-confining phase can also exist without contradiction | C2 of Table 2, X2 of Table 3 |
| (i) | Can pass non-convex (negatively curved) regions. Tools based only on convexity, log-concavity or lower bounds on curvature cannot be used in the band | Number 26 of Table 1 |
| (j) | Can cross the smallest band: in two-dimensional asymptotically free models (the model at large , the Gross–Neveu model), with the ultraviolet cutoff removed. A monotone quantity that cannot cross this cannot cross four dimensions either | Calibration against the literature (below) |
| (k) | Does not fail for small loops (short scales). Or has a form that claims only large loops | §04 |
| (l) | The linearisation of the comparison map is not isometric in the fluctuations | C1 of Table 2 |
| (m) | Shows that has no transition, distinguishing it from the transition that has inside the band () | Number 30 of Table 1, 13-06 §08 |
Behind (j) is the fact that even for the two-dimensional model, exponential decay at all temperatures at the lattice level (Polyakov's conjecture) is unsolved (as stated in the lecture notes of Peled–Spinka, arXiv:1708.00058; not yet checked). A tool that shows a uniform gap in four dimensions must at least have the power to show that.
Calibration against the literature. Where is the current frontier on each side of the band? Only literature whose checking is complete is marked [Cited].
- The strong-coupling side: Cao–Nissim–Sheffield (arXiv:2505.16585) showed, for lattice Yang–Mills, the area law for all at below a depending only on the dimension [Cited]. The same authors, in arXiv:2509.04688, check the mass-gap condition of Durhuus–Fröhlich (1980) by methods of stochastic dynamics and obtain the area law in the 't Hooft regime () [Cited]. Both are results on the strong-coupling side and do not reach inside the band.
- The universality of the band: there is a paper that states explicitly that, for every version of the Gross–Neveu model, there is no proof of chiral symmetry breaking in the limit with the ultraviolet cutoff removed (Fabbri–Goller arXiv:2606.13075, not yet checked). The infrared analysis of two-dimensional models at large (Kopper–Magnen–Rivasseau 1995, Kopper 1999) is with an ultraviolet cutoff (not yet checked).
- Computer-assisted renormalisation: a result showing with computer assistance the flow near the high-temperature fixed point in two-dimensional tensor renormalisation (Ebel–Kennedy–Rychkov arXiv:2506.03247, not yet checked) can be seen as one of the current frontiers. It is far from the band of four-dimensional .
To sum up, within the range we surveyed, no proof is found of mass generation in an asymptotically free theory in the limit with the ultraviolet cutoff removed. The band is not a hole peculiar to the roads of this book, but the unsolved core common to asymptotically free theories. This sentence, however, is a statement about the range surveyed, and includes literature not yet checked.
The table of the five grades and the dependency graph
The labels of each row of Tables 1–3 are placed in the tables. The rows this page sets out itself are the following fourteen.
| Row | Statement (one line) | Grade | Basis | Scope | Machine checking |
|---|---|---|---|---|---|
| [01] | The container identity with the frame fixed is the container identity of Mack–Petkova | Cited | Kovács–Tomboulis eqs. (18)–(22) | Differing only in the sum ensemble and the averaged form | — |
| [02] | Independent containers of fixed length give only up to in four dimensions | Cited | Kovács–Tomboulis eqs. (23)–(25) | , independent containers | — |
| [03] | The key step of Migdal–Kadanoff interpolation reduces to (3.5) of Ito–Seiler and has not been shown outside strong coupling | Cited | Ito–Seiler arXiv:0711.4930 | The argument of Tomboulis arXiv:0707.2179 | — |
| [04] | The Migdal–Kadanoff flow goes to strong coupling regardless of the group, and the renormalisation side does not distinguish from | Cited | Kanazawa arXiv:0805.2742, Appendix A | Any compact connected group | — |
| [05] | The comparison principle holds at one loop | Reading | §04 (the heat-kernel inequality at each time, numerically) | One-loop level | — |
| [06] | The comparison principle fails at , | Reading | The table in §04 | against , 7σ (independent rerun 5.5σ) | — |
| [07] | The comparison principle at contradicts the scaling behaviour of asymptotic freedom | Reading (physics) | §04 | As long as the scaling behaviour of asymptotic freedom is accepted | — |
| [08] | Slab confinement holds for every with and the lattice spacing fixed, and is not uniform in | Proved here | 12-04 | fixed, lattice spacing fixed | The Lean column of 12-04 |
| [09] | An isometric comparison gives only the direction | Proved here | 12-07 | One-loop level | — |
| [10] | Structural inputs alone cannot distinguish groups | Proved here | 13-04 | "From this set of inputs alone" | — |
| [11] | The reasons for stopping of the remaining rows of Tables 1, 2 and 3 | Reading (physics) | This book's study | The conditions of each row | — |
| [12] | In the hierarchical model a certificate can be made by interval arithmetic over finitely many sectors | Computer-assisted | Number 3 of Table 1 | Hierarchical model only. Says nothing about the four-dimensional lattice | — |
| [13] | The frontier on the strong-coupling side is the area law at small for all | Cited | Cao–Nissim–Sheffield arXiv:2505.16585, 2509.04688 | , | — |
| [14] | The selection criteria (a)–(m) are candidates for necessary conditions on a tool that crosses the band | Reading (physics) | §07 | Candidates for necessary conditions, not sufficient conditions | — |
The dependency graph (the numbers of premises are smaller than the number of the conclusion):
[01] CIT MP the container identity is known Kovács–Tomboulis (18)–(22) [02] CIT KT independent containers reach only R/ln R ⟸ [01] R⁴ [03] CIT IS the key step of Tomboulis reduces to (3.5), unproved outside strong coupling [04] CIT KZ the Migdal–Kadanoff flow does not distinguish groups any compact connected group [05] RDG CP1 the comparison principle holds at one loop one-loop level [06] RDG CPX the comparison principle fails at β = 2.1, N_T = 2 7σ, rerun 5.5σ [07] RDG CPN the comparison principle at N = 1 contradicts asymptotic freedom physics [08] PRV SLAB slab confinement (N fixed) 12-04 [09] PRV ISO isometric comparison gives β′ ≥ β + 0.023 12-07, one loop [10] PRV NOGO structure alone does not distinguish groups 13-04 [11] RDG REST why the remaining rows stopped physical estimate [12] CMP HIER certificate for the hierarchical model hierarchical model only [13] CIT CNS the frontier on the strong-coupling side small β [14] RDG CRIT the selection criteria ⟸ [02][04][05][06][07][09][10][11]
The check is to see by eye that every number to the right of a "⟸" is smaller than the number on the left. There are no cycles. [14] is the only node on the conclusion side, and its label is "Reading (physics)". No row of this page shows either that the band can be crossed or that it cannot. A stopped road is only recorded as "cannot cross with this set of inputs"; a road that adds something to those inputs lies outside the ledger.
What this chapter can say
| What is said | What is not said |
|---|---|
| Cited The average over local containers reaches only in four dimensions. The argument by Migdal–Kadanoff interpolation has an unproved key step and does not distinguish groups | That the claim of Tomboulis (2007) is false (what can be said is that an unproved step remains) |
| Reading That the comparison principle fails for small loops (, , 7σ, rerun 5.5σ) | That the asymptotic form for large loops only is false |
| Proved here Slab confinement, the isometric comparison, the negative lemma for structure alone (under the conditions of each chapter) | That roads adding something to these cannot cross |
| Reading (physics) The reasons for stopping of the remaining roads, and the selection criteria | Proofs of most of the reasons for stopping. That a tool meeting the criteria crosses the band |
Sources and reproduction
| Item | Kind | Source / tools |
|---|---|---|
| The vortex container identity and its four-dimensional limit | Cited | G. Mack, V. B. Petkova, Ann. Phys. 125 (1980) 117. T. G. Kovács, E. T. Tomboulis, hep-lat/0108017 (Vortex waistlines and long range fluctuations), eqs. (18)–(25). Chapter 12-03 |
| The claim by Migdal–Kadanoff interpolation | Cited | E. T. Tomboulis, arXiv:0707.2179 ((3.4), (3.7), (3.12), (3.16), (3.35), (4.19), (4.26), (5.14), (5.15), (5.22) and footnote 10 of the original) |
| Its criticism | Cited | K. R. Ito, E. Seiler, arXiv:0711.4930 ((3.5)). T. Kanazawa, arXiv:0805.2742 (Appendix A, Theorem 1). Ito–Seiler arXiv:0803.3019 not yet checked |
| The Tomboulis–Yaffe inequality | Cited | E. T. Tomboulis, L. G. Yaffe, Commun. Math. Phys. 100 (1985) 313. T. Kanazawa, arXiv:0808.3442. Chapter 13-01 |
| The frontier on the strong-coupling side | Cited | S. Cao, R. Nissim, S. Sheffield, arXiv:2505.16585, arXiv:2509.04688 |
| The rest of the calibration against the literature | Not yet checked | Fabbri–Goller arXiv:2606.13075, Ebel–Kennedy–Rychkov arXiv:2506.03247, Bauerschmidt–Bodineau (Comm. Pure Appl. Math. 2021), Kopper–Magnen–Rivasseau (1995), Kopper (1999), Peled–Spinka arXiv:1708.00058, Fröhlich–Simon–Spencer, the measurements of the spatial string tension by Bali et al. |
| Test of the comparison principle | Reading | Numbers from this book's study (, Wilson action, the twisted slab on and , plaquettes and small Wilson loops). The errors are values re-taken in a re-check (7σ) and an independent rerun (5.5σ) |
| The thirty roads, roads discarded in the band chapters, restatements, the selection criteria | This book's study | The record of this book's study (the ledger of exclusions, and the examination of band candidates) |
Terms used in this chapter — the ledger of exclusions, why it stopped, vortex container, the comparison principle, Migdal–Kadanoff decimation, the isometric comparison, the selection criteria, the crossover band (the band), β-monotonicity, the renormalisation comparison. Their meanings are in A-02 Glossary.
Next chapter: 13-09 The measured record — the numbers this part cites, on one page.
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