REVIEW 68 references
Refining the Understanding of Operator Size Dynamics in Open Quantum Systems
T0 review · reviewed 2026-08-16 · deepseek-v4-flash
Pith's one-line read In Brownian SYK models, operator size under the bath-traced Lindblad definition shows a scrambling signature only for intra-system interactions, with the same early-time critical point as the full-contour definition, plus finite-size corrections.
The pith
A machine-rendered reading of the paper's core claim, the machinery that carries it, and where it could break.
The reading
Extended reading notes
Core claim
The summary states that under Definition II, the signature of a scrambling transition appears only when intra-system interactions are present, and the early-time critical point for Model B coincides with the Definition I transition. If the paper is correct, the two definitions of operator size are inequivalent in a precise way: system-bath interactions alone produce no growth under the Lindblad definition, while intra-system interactions produce a short-time signature at the same V1/V4 ratio as the full-contour definition. The paper further claims finite-size corrections that the scramblon effective theory misses, including a finite-N shift of the critical ratio and an exponentially small late-time decay of operator size under Definition I.
Load-bearing premise
The central results rest on replacing the bath Schwinger operators G, built from M bath fermions, by their c-number expectation values in Eqs. (26) and (27). This is an M-to-infinity central-limit step that assumes bath fluctuations and intrinsic bath dynamics are negligible, justified by the claim that the bath scrambling time is of order ln M and diverges. If finite-M bath fluctuations or bath dynamics contribute at the timescales studied, the exact rate equations (30)-(33) and the transition conditions derived from them could change. This assumption is load-bearing because it is what turns the two different bath boundary conditions into the different rate equations for Definition I and Definition II.
Signed reviews
Editorial analysis
A structured set of objections, weighed in public.
Assumptions & free parameters
assumptions (5)
- domain assumption Disorder average over independent Brownian couplings can be performed over an infinitesimal time step, yielding a Liouvillian L with delta(0)=1/dt (Eq. 20).
- domain assumption The bath has M-to-infinity Majorana fermions, so the Schwinger operators G can be replaced by their expectation values in Eqs. (26) and (27), and bath fluctuations and intrinsic bath dynamics are negligible.
- standard math The operator-state mapping identities, including the Lz eigenstates |Pn) and Wick theorem for Gaussian states, are valid.
- domain assumption For Definition II, the Born-Markov approximation holds, and OII(t) equals the trace of the full Heisenberg operator over the bath, up to normalization (Eq. 18).
- domain assumption The system has permutation symmetry and the initial operator is averaged over sites, confining dynamics to the N+1-dimensional spin-N/2 subspace.
Cite this review
Pith. "Pith review of Refining the Understanding of Operator Size Dynamics in Open Quantum Systems." pith.science (2026). https://pith.science/paper/W6NKGHFF
@misc{pith2026250412056,
author = {Pith},
title = {Pith review of: Refining the Understanding of Operator Size Dynamics in Open Quantum Systems},
year = {2026},
howpublished = {\url{https://pith.science/paper/W6NKGHFF}},
note = {Machine review of arXiv:2504.12056}
}
read the original abstract
Information scrambling refers to the phenomenon in which local quantum information in a many-body system becomes dispersed throughout the entire system under unitary evolution. It has been extensively studied in closed quantum systems, where it is quantified by operator size growth, revealing deep connections between condensed matter physics, high-energy physics, and quantum information. However, when extending the study of operator size dynamics to open quantum systems, two different definitions of operator size distributions emerge. These definitions are based on different treatments of the bath. In this work, we aim to establish a unified picture for operator size dynamics in open quantum systems, using the solvable Brownian SYK models at generic system size. In particular, we provide the conditions under which the signature of scrambling transition, discovered using one particular definition, appears in operator size dynamics under the other definition. Additionally, we extend previous studies by exploring finite-size effects that are not captured by the scramblon theory. Our results provide a refined understanding of operator size dynamics in open quantum systems.
Figures
Figures from the paper (3 more)
Reference graph
Works this paper leans on
-
[1]
P. Hayden and J. Preskill, Black holes as mirrors: Quantum information in random subsystems, JHEP 09 (2007) 120, [ 0708.4025]
arXiv 2007
-
[2]
Y. Sekino and L. Susskind, Fast Scramblers, JHEP 10 (2008) 065, [ 0808.2096]
arXiv 2008
-
[3]
S. H. Shenker and D. Stanford, Stringy effects in scrambling , JHEP 05 (2015) 132, [1412.6087]
arXiv 2015
-
[4]
Kitaev, talk given at fundamental physics prize symposium , 2014
A. Kitaev, talk given at fundamental physics prize symposium , 2014
work page 2014
-
[5]
Qi, Does gravity come from quantum information? , Nature Phys
X.-L. Qi, Does gravity come from quantum information? , Nature Phys. 14 (2018) 984–987
work page 2018
-
[6]
Swingle, Unscrambling the physics of out-of-time-order correlators , Nature Phys
B. Swingle, Unscrambling the physics of out-of-time-order correlators , Nature Phys. 14 (2018) 988–990
work page 2018
- [7]
-
[8]
J. Li, R. Fan, H. Wang, B. Ye, B. Zeng, H. Zhai et al., Measuring Out-of-Time-Order Correlators on a Nuclear Magnetic Resonance Quantum Simulator , Phys. Rev. X 7 (2017) 031011, [ 1609.01246]
arXiv 2017
Show all 68 references
-
[9]
G¨ arttner, J
M. G¨ arttner, J. G. Bohnet, A. Safavi-Naini, M. L. Wall, J. J. Bollinger and A. M. Rey, Measuring out-of-time-order correlations and multiple quantum spectra in a trapped ion quantum magnet, Nature Phys. 13 (2017) 781, [ 1608.08938]
2017 arXiv
-
[10]
Brydges, A
T. Brydges, A. Elben, P. Jurcevic, B. Vermersch, C. Maier, B. P. Lanyon et al., Probing R´ enyi entanglement entropy via randomized measurements, Science 364 (Apr., 2019) 260–263, [1806.05747]
2019 arXiv
-
[11]
C. M. S´ anchez, A. K. Chattah, K. X. Wei, L. Buljubasich, P. Cappellaro and H. M. Pastawski, Emergent perturbation independent decay of the Loschmidt echo in a many-spin system studied through scaled dipolar dynamics , arXiv e-prints (Feb., 2019) arXiv:1902.06628, [1902.06628]
2019 arXiv
-
[12]
K. A. Landsman, C. Figgatt, T. Schuster, N. M. Linke, B. Yoshida, N. Y. Yao et al., Verified quantum information scrambling, Nature 567 (Mar., 2019) 61–65, [ 1806.02807]. 16
2019 arXiv
-
[13]
M. K. Joshi, A. Elben, B. Vermersch, T. Brydges, C. Maier, P. Zoller et al., Quantum Information Scrambling in a Trapped-Ion Quantum Simulator with Tunable Range Interactions, Phys. Rev. Lett. 124 (June, 2020) 240505, [ 2001.02176]
2020 arXiv
-
[14]
M. S. Blok, V. V. Ramasesh, T. Schuster, K. O’Brien, J. M. Kreikebaum, D. Dahlen et al., Quantum Information Scrambling on a Superconducting Qutrit Processor , Phys. Rev. X 11 (2021) 021010, [ 2003.03307]
2021 arXiv
-
[15]
F. D. Dom´ ınguez, M. C. Rodr´ ıguez, R. Kaiser, D. Suter and G. A.´Alvarez, Decoherence scaling transition in the dynamics of quantum information scrambling , Phys. Rev. A 104 (July, 2021) 012402, [2005.12361]
2021 arXiv
-
[16]
F. D. Dom´ ınguez and G. A. ´Alvarez, Dynamics of quantum information scrambling under decoherence effects measured via active spin clusters , Phys. Rev. A
-
[17]
Mi et al., Information scrambling in quantum circuits , Science 374 (2021) abg5029, [2101.08870]
X. Mi et al., Information scrambling in quantum circuits , Science 374 (2021) abg5029, [2101.08870]
2021 arXiv
-
[18]
Cotler, T
J. Cotler, T. Schuster and M. Mohseni, Information-theoretic Hardness of Out-of-time-order Correlators, 2208.02256
-
[19]
C. M. S´ anchez, A. K. Chattah and H. M. Pastawski, Emergent decoherence induced by quantum chaos in a many-body system: A Loschmidt echo observation through NMR , Phys. Rev. A 105 (May, 2022) 052232, [2112.00607]
2022 arXiv
-
[20]
Liang, Z
X. Liang, Z. Yue, Y.-X. Chao, Z.-X. Hua, Y. Lin, M. K. Tey et al., Observation of anomalous information scrambling in a Rydberg atom array , 2410.16174
-
[21]
Li et al., Emergent universal quench dynamics in randomly interacting spin models , Nature Phys
Y. Li et al., Emergent universal quench dynamics in randomly interacting spin models , Nature Phys. 20 (2024) 1966–1972, [ 2406.07625]
2024 arXiv
-
[22]
D. A. Roberts, D. Stanford and L. Susskind, Localized shocks, JHEP 03 (2015) 051, [1409.8180]
2015 arXiv
-
[23]
Nahum, S
A. Nahum, S. Vijay and J. Haah, Operator Spreading in Random Unitary Circuits , Phys. Rev. X 8 (2018) 021014, [ 1705.08975]
2018 arXiv
-
[24]
von Keyserlingk, T
C. von Keyserlingk, T. Rakovszky, F. Pollmann and S. Sondhi, Operator hydrodynamics, OTOCs, and entanglement growth in systems without conservation laws , Phys. Rev. X 8 (2018) 021013, [ 1705.08910]
2018 arXiv
-
[25]
Khemani, A
V. Khemani, A. Vishwanath and D. A. Huse, Operator spreading and the emergence of dissipation in unitary dynamics with conservation laws , Phys. Rev. X 8 (2018) 031057, [1710.09835]
2018 arXiv
-
[26]
Hunter-Jones, Operator growth in random quantum circuits with symmetry , arXiv e-prints (Dec., 2018) arXiv:1812.08219, [ 1812.08219]
N. Hunter-Jones, Operator growth in random quantum circuits with symmetry , arXiv e-prints (Dec., 2018) arXiv:1812.08219, [ 1812.08219]
2018 arXiv
-
[27]
D. A. Roberts, D. Stanford and A. Streicher, Operator growth in the SYK model , JHEP 06 (2018) 122, [ 1802.02633]. 17
2018 arXiv
-
[28]
Chen and A
C.-F. Chen and A. Lucas, Operator Growth Bounds from Graph Theory , Commun. Math. Phys. 385 (2021) 1273–1323, [ 1905.03682]
2021 arXiv
-
[29]
Lucas, Operator size at finite temperature and planckian bounds on quantum dynamics, Phys
A. Lucas, Operator size at finite temperature and planckian bounds on quantum dynamics, Phys. Rev. Lett. 122 (May, 2019) 216601
2019
-
[30]
X. Chen, Y. Gu and A. Lucas, Many-body quantum dynamics slows down at low density , SciPost Phys. 9 (2020) 071, [ 2007.10352]
2020 arXiv
-
[31]
Lucas and A
A. Lucas and A. Osborne, Operator growth bounds in a cartoon matrix model , J. Math. Phys. 61 (2020) 122301, [ 2007.07165]
2020 arXiv
-
[32]
Yin and A
C. Yin and A. Lucas, Quantum operator growth bounds for kicked tops and semiclassical spin chains, Phys. Rev. A 103 (2021) 042414, [ 2010.06592]
2021 arXiv
-
[33]
Zhou and X
T. Zhou and X. Chen, Operator dynamics in a brownian quantum circuit , Phys. Rev. E 99 (May, 2019) 052212
2019
-
[34]
Qi and A
X.-L. Qi and A. Streicher, Quantum Epidemiology: Operator Growth, Thermal Effects, and SYK, JHEP 08 (2019) 012, [ 1810.11958]
2019 arXiv
-
[35]
B. C. Dias, M. Haque, P. Ribeiro and P. McClarty, Diffusive Operator Spreading for Random Unitary Free Fermion Circuits, arXiv e-prints (Feb., 2021) arXiv:2102.09846, [2102.09846]
2021 arXiv
-
[36]
Y. Wu, P. Zhang and H. Zhai, Scrambling ability of quantum neural network architectures, Physical Review Research 3 (Sept., 2021) L032057, [ 2011.07698]
2021 arXiv
-
[37]
Y. Gu, A. Kitaev and P. Zhang, A two-way approach to out-of-time-order correlators , JHEP 03 (2022) 133, [ 2111.12007]
2022 arXiv
-
[38]
Yao, Notes on solvable models of many-body quantum chaos , arXiv e-prints (Aug.,
S. Yao, Notes on solvable models of many-body quantum chaos , arXiv e-prints (Aug.,
-
[39]
Zhang and Y
P. Zhang and Y. Gu, Operator size distribution in large N quantum mechanics of Majorana fermions, JHEP 10 (2023) 018, [ 2212.04358]
2023 arXiv
-
[40]
Zhang, Information scrambling and entanglement dynamics of complex Brownian Sachdev-Ye-Kitaev models, JHEP 04 (2023) 105, [ 2301.03189]
P. Zhang, Information scrambling and entanglement dynamics of complex Brownian Sachdev-Ye-Kitaev models, JHEP 04 (2023) 105, [ 2301.03189]
2023 arXiv
-
[41]
Liu and P
Z. Liu and P. Zhang, Signature of Scramblon Effective Field Theory in Random Spin Models, 2306.05678
-
[42]
T.-G. Zhou, Y. Gu and P. Zhang, Size winding mechanism beyond maximal chaos , JHEP 11 (2024) 044, [ 2401.09524]
2024 arXiv
-
[43]
Xu, Dynamics of operator size distribution in q-local quantum Brownian SYK and spin models, J
S. Xu, Dynamics of operator size distribution in q-local quantum Brownian SYK and spin models, J. Phys. A 58 (2025) 045301, [ 2408.11737]. 18
2025 arXiv
-
[44]
A. I. Larkin and Y. N. Ovchinnikov, Quasiclassical Method in the Theory of Superconductivity, Soviet Journal of Experimental and Theoretical Physics 28 (June,
-
[45]
Y. Chen, H. Zhai and P. Zhang, Tunable Quantum Chaos in the Sachdev-Ye-Kitaev Model Coupled to a Thermal Bath , JHEP 07 (2017) 150, [ 1705.09818]
2017 arXiv
-
[46]
Zhang, Evaporation dynamics of the Sachdev-Ye-Kitaev model , Phys
P. Zhang, Evaporation dynamics of the Sachdev-Ye-Kitaev model , Phys. Rev. B 100 (2019) 245104, [ 1909.10637]
2019 arXiv
-
[47]
Almheiri, A
A. Almheiri, A. Milekhin and B. Swingle, Universal Constraints on Energy Flow and SYK Thermalization, 1912.04912
1912 arXiv
-
[48]
Zhang and Z
P. Zhang and Z. Yu, Dynamical Transition of Operator Size Growth in Quantum Systems Embedded in an Environment, Phys. Rev. Lett. 130 (2023) 250401
2023
-
[49]
Weinstein, S
Z. Weinstein, S. P. Kelly, J. Marino and E. Altman, Scrambling Transition in a Radiative Random Unitary Circuit, Phys. Rev. Lett. 131 (2023) 220404, [ 2210.14242]
2023 arXiv
-
[50]
C. Liu, H. Tang and H. Zhai, Krylov complexity in open quantum systems , Phys. Rev. Res. 5 (Aug, 2023) 033085
2023
-
[51]
Bhattacharya, P
A. Bhattacharya, P. Nandy, P. P. Nath and H. Sahu, Operator growth and Krylov construction in dissipative open quantum systems , JHEP 12 (2022) 081, [ 2207.05347]
2022 arXiv
-
[52]
Schuster and N
T. Schuster and N. Y. Yao, Operator Growth in Open Quantum Systems , Phys. Rev. Lett. 131 (2023) 160402, [ 2208.12272]
2023 arXiv
-
[53]
Bhattacharjee, X
B. Bhattacharjee, X. Cao, P. Nandy and T. Pathak, Operator growth in open quantum systems: lessons from the dissipative SYK , JHEP 03 (2023) 054, [ 2212.06180]
2023 arXiv
-
[54]
Bhattacharjee, P
B. Bhattacharjee, P. Nandy and T. Pathak, Operator dynamics in Lindbladian SYK: a Krylov complexity perspective, JHEP 01 (2024) 094, [ 2311.00753]
2024 arXiv
-
[55]
Zhang and Z
P. Zhang and Z. Yu, Environment-induced information scrambling transition with charge conservations, AAPPS Bull. 34 (2024) 19, [ 2403.08622]
2024 arXiv
-
[56]
A. M. Garc´ ıa-Garc´ ıa, J. J. M. Verbaarschot and J.-p. Zheng,Lyapunov exponent as a signature of dissipative many-body quantum chaos , Phys. Rev. D 110 (Oct, 2024) 086010
2024
-
[57]
A. M. Garc´ ıa-Garc´ ıa, C. Liu, L. S´ a, J. J. M. Verbaarschot and J.-p. Zheng,Anatomy of information scrambling and decoherence in the integrable Sachdev-Ye-Kitaev model , 2412.20182
-
[58]
Sachdev and J
S. Sachdev and J. Ye, Gapless spin-fluid ground state in a random quantum Heisenberg magnet, Phys. Rev. Lett. 70 (May, 1993) 3339–3342, [cond-mat/9212030]
1993 arXiv
-
[59]
A simple model of quantum holography
A. Kitaev, “A simple model of quantum holography.” Talks at KITP http://online.kitp.ucsb.edu/online/entangled15/kitaev/ and http://online.kitp.ucsb.edu/online/entangled15/kitaev2/, April and May, 2015. 19
2015
-
[60]
Maldacena and D
J. Maldacena and D. Stanford, Remarks on the Sachdev-Ye-Kitaev model , Phys. Rev. D 94 (2016) 106002, [ 1604.07818]
2016 arXiv
-
[61]
P. Saad, S. H. Shenker and D. Stanford, A semiclassical ramp in SYK and in gravity , 1806.06840
-
[62]
S¨ underhauf, L
C. S¨ underhauf, L. Piroli, X.-L. Qi, N. Schuch and J. I. Cirac, Quantum chaos in the Brownian SYK model with large finite N: OTOCs and tripartite information , JHEP 11 (2019) 038, [ 1908.00775]
2019 arXiv
-
[63]
I. L. Aleiner, L. Faoro and L. B. Ioffe, Microscopic model of quantum butterfly effect: out-of-time-order correlators and traveling combustion waves , Annals of Physics 375 (2016) 378–406
2016
-
[64]
Gu and A
Y. Gu and A. Kitaev, On the relation between the magnitude and exponent of OTOCs , JHEP 02 (2019) 075, [ 1812.00120]
2019 arXiv
-
[65]
Zhang, Y
P. Zhang, Y. Gu and A. Kitaev, An obstacle to sub-AdS holography for SYK-like models , JHEP 21 (2020) 094, [ 2012.01620]
2020 arXiv
-
[66]
Stanford, Z
D. Stanford, Z. Yang and S. Yao, Subleading Weingartens, JHEP 02 (2022) 200, [2107.10252]
2022 arXiv
-
[67]
Zhou, Generalized Lindblad master equation for measurement-induced phase transition, SciPost Phys
Y.-N. Zhou, Generalized Lindblad master equation for measurement-induced phase transition, SciPost Phys. Core 6 (2023) 023, [ 2204.09049]. 20
2023 arXiv
-
[2024]
arXiv:2408.11123, [ 2408.11123]
Reviewed August 16, 2026 · model on record in the stance chip above.
Discussion (0). Continue with ORCID to comment.