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A bound on chaos
Juan Maldacena, Stephen H. Shenker, Douglas Stanford
TL;DR
The paper develops a conjecture about chaos in large-N thermal quantum systems, motivated by gauge-theory evidence. It regularizes commutators, applies Schwarz–Pick contraction to an analytic disk map, and identifies factorization conditions limiting where the argument applies.
Problem
The paper investigates chaos in thermal quantum systems with a large number of degrees of freedom, drawing on evidence from large-N gauge theories.
Source: §3 · p. 7Method
The argument regularizes the quantum-field-theory commutator and uses the Schwarz–Pick theorem for an analytic function mapping the unit disk into itself.
Source: §1 · p. 4, §4.1 · p. 10Results
The growing N^-2 term signals the butterfly effect and a rapid decrease near the scrambling time t*=β 2π log N 2.
Source: §1 · p. 6Takeaways & Limitations
The paper speculates that large-N systems saturating the bound may possess an Einstein-gravity dual near the horizon.
Source: §5 · p. 16The bound cannot be established when operator factorization fails near the light cone, as in certain two-dimensional systems.
Source: §4.3.3 · p. 14
Abstract
from arXiv · showhide
We conjecture a sharp bound on the rate of growth of chaos in thermal quantum systems with a large number of degrees of freedom. Chaos can be diagnosed using an out-of-time-order correlation function closely related to the commutator of operators separated in time. We conjecture that the influence of chaos on this correlator can develop no faster than exponentially, with Lyapunov exponent $λ_L \le 2 πk_B T/\hbar$. We give a precise mathematical argument, based on plausible physical assumptions, establishing this conjecture.
1 Introduction
The introduction frames chaos through commutators and out-of-time-order correlators, then motivates a large separation between scrambling and dissipation times in several quantum systems.
- Commutators diagnose how perturbations by V affect later measurements of W, connecting quantum chaos to operator growth.Source: §1 · pp. 2–3
- The introduction identifies a broad hierarchy in which scrambling is parametrically slower than dissipation, including local and nonlocal qubit systems.For nonlocal interactions involving few qubits, t* scales logarithmically with the number of qubits; local systems instead depend on operator separation.Source: §1 · p. 3
- In semiclassical systems, exponential trajectory divergence gives C(t) approximately proportional to ℏ^2e^(2λ_Lt), with scrambling delayed to the Ehrenfest time.The collision time is approximately 1/λ_L, while the Ehrenfest time scales as λ_L^-1 log(1/ℏ).Source: §1 · p. 3
- The paper regularizes the commutator in quantum field theory by shifting operator insertions around the thermal circle and studies the related analytic function F(t).F is analytic in a complex-time strip of width β/2, with its strip edges related to the regularized commutator.Source: §1 · p. 4, Figure 1 · p. 5
- At late times, scrambling destroys delicate thermofield-double correlations, causing F(t) to become small and the commutator to approach its factorized long-time value.The setup assumes simple Hermitian operators with vanishing thermal one-point functions.Source: §1 · pp. 2, 4, 5
- The growing N^-2 term signals a rapid decrease of F(t) near the scrambling time t* = β/(2π) log N^2, while low-dimension dissipation occurs on td approximately β.Its coefficient is positive, order one, and dependent on the specific operators V and W.Source: §1 · p. 6
2 Conjecture
The conjecture states that chaos in thermal quantum systems with many degrees of freedom cannot develop faster than the Einstein-gravity rate. The paper motivates this through factorization and then establishes it using a mathematical derivative bound under physical assumptions.
- The authors conjecture that chaos in thermal quantum systems with many degrees of freedom and a large hierarchy between scrambling and dissipation can develop no faster than the Einstein gravity result.Source: §2 · p. 6
- The conjecture is stated for thermal quantum systems with many degrees of freedom and a large separation between scrambling and dissipation scales.In semiclassical billiards, the many-degree-of-freedom parameter corresponds to the number of phase-space cells.Source: §2 · p. 6
- Between dissipation and scrambling, the out-of-time-order correlator is expected to remain near a factorized value F_d before chaos drives it downward.Large-N factorization or many degrees of freedom keeps commutators small for times much shorter than t*.Source: §2 · pp. 6–7
- The conjecture bounds the rate at which F_d − F(t) grows exponentially after a reference time t0, rather than requiring F(t) to remain constant indefinitely.Source: §2 · p. 7
- The argument combines a mathematical bound for analytic functions with physical assumptions that suitable time-ordered correlators approximately factorize.The paper presents evidence for these assumptions and uses them to infer the derivative bound.Source: §2 · p. 7
3 Motivation for the conjecture
Evidence from holographic, weakly coupled, string-corrected, and scattering descriptions motivates a sharp bound on the Lyapunov exponent. Einstein gravity saturates the proposed bound, while weak coupling lowers the exponent and analyticity, unitarity, and causality support the underlying scattering constraint.
Einstein gravity
- Einstein-gravity holographic calculations give the same result across dimensions and operator choices, with gravitational scattering, universal coupling, and Rindler-horizon kinematics supplying the mechanism.Source: Einstein gravity · pp. 7–8
Higher derivative corrections
- Higher-derivative corrections with finitely many derivatives leave the result unchanged, suggesting a sharp bound on λ_L.Source: Higher derivative corrections · p. 8
Weak coupling
- At weak ’t Hooft coupling, the Lyapunov exponent is expected to scale as λ_L ∼ λ/β, parametrically below the gravitational limit.Source: Weak coupling · p. 8
Stringy corrections
- String corrections are analyzed through shock-wave dynamics, with the profile equation involving the string length and a positive geometric parameter μ^2.Source: Stringy corrections · pp. 8–9
Scattering bound
- The proposed time-growth bound is equivalent, through s ∼ exp(2πt/β), to a bulk scattering constraint on the eikonal phase and its energy exponent.Source: Scattering bound · p. 9
- Analyticity, unitarity, and causality imply the scattering exponent p ≤ 1, supporting the conjectured chaos bound and motivating a complex-time bound on F.Source: Scattering bound · p. 9
4 Argument
The proof combines a mathematical derivative bound for analytic functions with physical arguments that the out-of-time-order correlator satisfies the required assumptions. This yields the proposed bound on the growth rate of chaos.
- The argument has two parts: a mathematical derivative bound under specified assumptions and physical justification that F satisfies closely related conditions.Source: §4 · p. 9
4.1 A mathematical result
An analytic function on a thermal half-strip, bounded as specified, obeys a derivative constraint that limits exponential growth. Applying a conformal map and the Schwarz-Pick theorem establishes the mathematical inequality used later.
- The construction assumes f(t + iτ) is analytic for 0 < t and −β/4 ≤ τ ≤ β/4, while a planar AdS(d+1) black brane has μ2 = d(d−1)/(2ℓ2 AdS).Source: §4.1 · p. 9
- For the example f(t) = 1 −ϵeλLt, the stated properties imply the bound λL ≤2π.Source: §4.1 · p. 10
- Mapping the half-strip to the unit disk turns f into an analytic disk self-map, so the Schwarz-Pick theorem limits its hyperbolic-distance growth.Source: §4.1 · p. 10
- Applying the resulting inequality on the real-time axis gives the claimed derivative bound.Source: §4.1 · p. 10
4.2 Deriving the bound
The physical proof normalizes the out-of-time-order correlator by its disconnected value and verifies analyticity and boundedness using factorization, Cauchy-Schwarz, and complex-analysis principles. The resulting inequality applies after a reference time, up to a controlled factorization error.
- The proof requires F/Fd to satisfy analyticity and boundedness conditions, with the latter established only up to an error ε after time t0.Source: §4.2 · pp. 10–11
- Bounding f on the three half-strip boundaries and in the interior lets the Phragmén-Lindelöf principle establish |f|≤1 throughout the domain.Source: §4.2 · pp. 11–12
- The main physical input is late-time factorization of time-ordered correlators in chaotic many-body systems, quantified by ε for all t≥t0.Source: §4.2 · p. 11
- The approximation is useful when ε remains small while t0≪t*, and the bound applies once Fd−F(t) exceeds ε.Source: §4.2 · pp. 11, 13
- A cutoff before the recurrence time avoids late-time factorization failure, relying on F being very small for suitable times in a chaotic system.Source: §4.2 · p. 12
- For times beyond t0 plus a few thermal times, the mathematical result yields the desired bound on the normalized correlator.Source: §4.2 · p. 13
4.3 Examples
The examples apply the bound to large-N, extended local, Rindler, and semiclassical systems, while identifying cases where factorization fails and no bound follows.
4.3.1 Large N systems
- Large-N systems yield the bound after optimizing the balance between scrambling growth and dissipation errors; symmetry-separated operators extend it to earlier times.For general operators, ε scales as N^-2 plus a dissipation term, while differing parity assignments can reduce ε to N^-2 and permit t0 = 0.Source: §4.3.1 · p. 13
4.3.2 Extended local systems
- Extended local systems support the bound when distant-operator factorization remains exponentially accurate, although large separation can delay the onset of the constrained growth.The argument uses ε = e^-c2L for generic chaotic finite-temperature systems, but factorization may fail in special systems with signaling at times proportional to L.Source: §4.3.2 · p. 14
4.3.3 Cases where there is no bound
- Massless two-dimensional free fields and related two-dimensional conformal theories can evade the bound near light cones because factorization fails when the commutator becomes significant.In the free-field example, the commutator grows as δ′(L − t), independently of temperature; large-c conformal theories suppress the related stress-tensor issue after smearing, while higher dimensions avoid it through spatial suppression.Source: §4.3.3 · pp. 14–15
4.3.4 Rindler space and the scattering bound
- For conformal field theories on Rindler space with d > 2, operator-product-expansion control proves the factorization condition and implies the associated scattering bound in theories with gravity duals.Rindler correlators of well-separated operators provide a worked example of the paper’s general argument.Source: §4.3.4 · p. 15
4.3.5 Semiclassical billiards
- In semiclassical chaotic systems, violating the bound would require τ_nl k_B T ≲ ħ, conflicting with the energy-time uncertainty principle and signaling breakdown of the semiclassical description.The nonlinear time τ_nl is associated with a mean free time for interacting quasiparticles or a stadium-billiard crossing time.Source: §4.3.5 · pp. 15–16
5 Concluding remarks
The paper argues for a temperature-dependent upper bound on chaos growth in thermal quantum systems with many degrees of freedom, using analyticity and approximate factorization. Its scope depends on those assumptions, and saturation is speculatively linked to Einstein gravity duals.
5 Concluding remarks
- The paper claims that the Lyapunov exponent governing out-of-time-order chaos growth satisfies λ_L ≤ 2πk_B T/ħ.The large number of degrees of freedom suppresses the initial commutator and separates scrambling from dissipation.Source: §5 · p. 16
- The direct argument combines analyticity with approximate factorization of time-ordered correlators, justified using large timelike or spacelike operator separations in relevant systems.The factorization arguments are supplied for different classes of systems with many degrees of freedom.Source: §5 · p. 16
- A large-N system that saturates the bound is speculatively suggested to possess an Einstein gravity dual, at least near its horizon.This speculation is presented in connection with the absence of light higher-spin single-trace states.Source: §5 · p. 16
A Rindler space and the scattering bound
The Rindler construction maps thermal correlators to Minkowski four-point functions, allowing analyticity and OPE arguments to establish the chaos bound in this setting. In holographic theories, the same bound constrains high-energy bulk scattering and exchanged spins.
Rindler construction
- Rindler time translations boost the right wedge forward and the left wedge backward, while the Minkowski vacuum acts as a thermofield-double state for the two wedges.The correlator F(t±iβ/4) becomes an ordinary Minkowski-space four-point function with suitable iϵ prescriptions.Source: A Rindler space and the scattering bound · pp. 17–18, Figure 2 · p. 17
Analyticity and OPE
- For separated operators, analytic continuation and the OPE keep the correlators factorized across the relevant time evolution, making the chaos bound a theorem in this Rindler situation.The argument uses small z−, smearing in z+, and the unitarity constraint ∆−S ≥ d−2 for d > 2.Source: A Rindler space and the scattering bound · pp. 17–18
Thermal scales
- The thermal dissipation time is set by the smallest conformal dimension, while the Lyapunov exponent equals the BFKL intercept λL = j(t = 0) − 1.The absence of recurrences is associated with the infinite thermal entropy of the hyperbolic space.Source: A Rindler space and the scattering bound · p. 18
Scope
- Two-dimensional exceptions arise from operators with dimension equal to spin, such as the stress tensor, so the general argument has a stated dimensional limitation.The cited exception is specifically associated with the two-dimensional case.Source: A Rindler space and the scattering bound · p. 18
Bulk scattering
- In large-N CFTs with Einstein gravity duals, the correlator probes high-energy gravitational scattering, and the chaos bound limits the eikonal phase to grow no faster than s.When scattering is weak, the decrease of F directly diagnoses the eikonal phase δ(s).Source: A Rindler space and the scattering bound · p. 19
Scattering constraints
- The scattering bound implies positivity of the Shapiro time delay, excludes classical Gauss-Bonnet theories, and rules out weakly coupled large-radius bulk theories with finite light particles of spin greater than two.A spin-J exchange gives δ(s) ∼ s^(J−1), so the bound requires J ≤ 2 in this regime.Source: A Rindler space and the scattering bound · p. 19