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Quantum Extremal Surface Overview

Updated 21 January 2026
  • Quantum Extremal Surfaces are codimension-two surfaces that extremize the generalized entropy by combining geometric area with quantum entanglement entropy.
  • The QES prescription refines the Ryu–Takayanagi formula with one-shot entropies, such as smooth min- and max-entropies, to capture finite quantum corrections and transitional regimes.
  • Applications of QES include modeling black hole evaporation, refining the Page curve in toy gravity models, and advancing our operational understanding of holographic entanglement and reconstruction.

A quantum extremal surface (QES) is a codimension-two surface in gravitational theories, typically continuous within holographic settings, that extremizes the generalized entropy—an interplay of geometric area and quantum entanglement entropy—under local deformations. The QES prescription computes fine-grained von Neumann entropies in the boundary theory by minimizing the generalized entropy over all such surfaces homologous to a fixed boundary region, thus generalizing the Ryu–Takayanagi formula to incorporate all quantum bulk corrections and enabling the consistent calculation of the so-called Page curve in black hole evaporation and other scenarios. Recent refinements of this prescription, motivated by quantum information-theoretic measures and path integral techniques, reveal that one-shot entropies—specifically smooth min- and max-entropies—play a pivotal role near QES phase transitions, leading to large corrections beyond the naive saddle-point analysis and sharpening our operational understanding of holographic entanglement and reconstruction.

1. Generalized Entropy and the QES Prescription

The canonical QES prescription computes the entropy S(B)ρS(B)_\rho of a boundary subregion BB as

S(B)ρ=minγBextγ[A[γ]4GN+H(b)ρ]S(B)_\rho = \min_{\gamma\sim B} \mathrm{ext}_\gamma \left[ \frac{A[\gamma]}{4G_N} + H(b)_\rho \right]

where A[γ]A[\gamma] is the area of the bulk surface γ\gamma homologous to BB and H(b)ρH(b)_\rho is the bulk von Neumann entropy of the homology region bb between γ\gamma and BB (Wang, 2021). In the familiar two-saddle scenario (two candidate surfaces γ1\gamma_1, γ2\gamma_2 with A1<A2A_1 < A_2), one obtains a Page-like rule: S(B)={A14GN+H(bb)ρif H(bb)ρ<A2A14GN A24GN+H(b)ρif H(bb)ρ>A2A14GNS(B) = \begin{cases} \frac{A_1}{4G_N} + H(bb')_\rho & \text{if } H(b'|b)_\rho < \frac{A_2 - A_1}{4G_N} \ \frac{A_2}{4G_N} + H(b)_\rho & \text{if } H(b'|b)_\rho > \frac{A_2 - A_1}{4G_N} \end{cases} with H(bb)ρ=H(bb)ρH(b)ρH(b'|b)_\rho = H(bb')_\rho - H(b)_\rho. However, precisely near the transition H(bb)ρ(A2A1)/4GNH(b'|b)_\rho \simeq (A_2 - A_1)/4G_N, finite-GNG_N effects induce a rounded, non-sharp crossover regime which cannot be captured by naive extremization alone.

2. One-Shot Entropies and the Asymptotic Equipartition Property

One-shot entropy measures—the smooth min- and max-entropies—quantify quantum information in a way suited to single-shot or finite-copy scenarios. For bipartite density matrices ρAB\rho_{AB}, these are defined via the sandwiched Rényi divergences,

D~n(ρσ)=1n1logTr[(σ1n2nρσ1n2n)n]\widetilde D_n(\rho \| \sigma) = \frac{1}{n-1} \log \mathrm{Tr}\left[(\sigma^{\frac{1-n}{2n}} \rho \sigma^{\frac{1-n}{2n}})^n\right]

with min/max-entropy given by

Hmin(AB)ρ=infσBD~(ρABIAσB)Hmax(AB)ρ=infσBD~1/2(ρABIAσB)H_{\min}(A|B)_\rho = -\inf_{\sigma_B}\widetilde D_\infty(\rho_{AB} \| I_A \otimes \sigma_B) \quad H_{\max}(A|B)_\rho = -\inf_{\sigma_B}\widetilde D_{1/2}(\rho_{AB} \| I_A \otimes \sigma_B)

Their ε\varepsilon-smooth variants maximize/minimize over purified-distance ε\varepsilon-balls in state space. The asymptotic equipartition property (AEP) states that for i.i.d. product states,

limm1mHminε(AmBm)=limm1mHmaxε(AmBm)=S(AB)ρ\lim_{m\to\infty} \frac{1}{m} H_{\min}^\varepsilon(A^m|B^m) = \lim_{m\to\infty} \frac{1}{m} H_{\max}^\varepsilon(A^m|B^m) = S(A|B)_\rho

thus ensuring that von Neumann entropies emerge as the many-copy limit of these operationally pertinent one-shot measures (Wang, 2021).

3. The AEP Replica Trick and Refined QES Prescription

Applying the AEP and path integral techniques to fixed-area states leads to a refined QES prescription. Instead of the standard saddle-point approach, one computes

S(B)ρ=limmlimnmaxρ~ερm1m(1n)logTr(ρ~n)S(B)_\rho = \lim_{m\to\infty} \lim_{n\to\infty} \max_{\tilde\rho \approx_\varepsilon \rho^{\otimes m}} \frac{1}{m(1-n)} \log \mathrm{Tr}(\tilde\rho^n)

where the inner maximization operationally represents the smooth-min entropy for many copies. For two competing QES surfaces, the boundary entropy is

S(B)ρ{A14GN+H(bb)ρHmaxε(bb)ρ<A2A14GN A24GN+H(b)ρHminε(bb)ρ>A2A14GNS(B)_\rho \approx \begin{cases} \frac{A_1}{4G_N} + H(bb')_\rho & H^\varepsilon_{\max}(b'|b)_\rho < \frac{A_2 - A_1}{4G_N} \ \frac{A_2}{4G_N} + H(b)_\rho & H^\varepsilon_{\min}(b'|b)_\rho > \frac{A_2 - A_1}{4G_N} \end{cases}

and in the intermediate regime, the entropy interpolates without a simple minimum prescription. Smoothing by ε\varepsilon alters the transition only by O(1)O(1) bits, negligible at leading O(1/GN)O(1/G_N) order (Wang, 2021).

4. Sharp Rényi Entropy Transitions in Pure Bulk Marginals

In fixed-area states with pure bulk marginals, the rounding regime disappears for integer Rényi entropies (n>1n>1). For such states, the area term A/4GNA^*/4G_N decouples from nn, and leading-order contributions arise only from two replica-symmetric saddles (all-bb or all-bbbb'). Thus, all Rényi entropies obey

Sn(B)ρ=min{A14GN+Hn(bb)ρ,  A24GN+Hn(b)ρ}S_n(B)_\rho = \min\left\{ \frac{A_1}{4G_N} + H_n(bb')_\rho,\; \frac{A_2}{4G_N} + H_n(b)_\rho \right\}

with no intermediate regime—only the n1n\to1 von Neumann entropy experiences the large rounding window (Wang, 2021).

5. Refined QES Effects in JT + EOW Brane Page Curve Toy Models

In JT gravity models with End-of-the-World (EOW) brane degrees of freedom (the PSSY setup), the standard island formula produces a sharp Page curve for flat-spectrum states. Introducing a two-peaked “L-shaped” spectrum for the black hole microstates alters the reduced density matrix of the radiation, leading to a three-regime Page curve:

  • For S<Hmin(R)S<H_{\min}(R), pure-state dominance yields S(R)SS(R) \approx S.
  • For Hmin(R)SHmax(R)H_{\min}(R) \leq S \leq H_{\max}(R), spectrum splitting causes a smooth transition.
  • For S>Hmax(R)S>H_{\max}(R), the entropy saturates to S(R)Hmax(R)S(R) \approx H_{\max}(R).

This produces a large correction compared to the naive island scenario, in accordance with the refined QES prescription (Wang, 2021).

6. Implications and Generalizations

The refined QES formula, derived via the AEP replica trick and confirmed in gravity toy models, demonstrates that in regimes near phase transitions, the von Neumann entropy does not jump sharply but rather interpolates according to the min- and max-conditional entropies. This suggests that one-shot quantum information measures are fundamental to holographic entanglement entropy and reconstruction, providing operational criteria for entropy phase transitions and sharp Rényi transitions in pure bulk states. The approach generalizes beyond AdS/CFT, affirming its significance in a broad class of quantum gravity systems and supporting a robust, quantum-information-theoretic understanding of the QES prescription.


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