Continuous operation of a coherent 3,000-qubit system
Pith reviewed 2026-05-25 08:26 UTC · model grok-4.3
The pith
Dual optical lattice conveyors enable continuous reloading of a coherent 3,000-atom qubit array for over two hours.
A machine-rendered reading of the paper's core claim, the machinery that carries it, and where it could break.
Core claim
The authors establish that their dual-conveyor architecture transports atom reservoirs into the science region where atoms are repeatedly extracted into optical tweezers, creating over 30,000 initialized qubits per second and maintaining an array of over 3,000 atoms for more than 2 hours. They further show persistent refilling with qubits in spin-polarized or coherent superposition states without affecting the coherence of stored qubits nearby.
What carries the argument
Dual optical lattice conveyor belts that transport atom reservoirs into the science region for repeated extraction into optical tweezers without affecting the coherence of nearby stored qubits.
If this is right
- The architecture supports assembly and maintenance of large atom arrays over extended periods exceeding two hours.
- Persistent refilling is possible with qubits in either spin-polarized or coherent superposition states.
- The approach removes the pulsed-mode limitation caused by atom losses in quantum simulations and computation.
- It enables deep-circuit quantum evolution through quantum error correction by avoiding reloading downtime.
- Results support large-scale continuously operated atomic clocks, sensors, and fault-tolerant quantum computers.
Where Pith is reading between the lines
- Increasing reservoir capacity could extend continuous operation times for arrays larger than 3,000 atoms.
- Separating transport from the science region may allow independent optimization of loading rates and coherence times.
- The method could integrate with error-correction cycles to sustain fault-tolerant computation without periodic resets.
Load-bearing premise
The dual optical lattice conveyor transport and tweezer extraction steps can be executed repeatedly without measurable decoherence or loss of fidelity for qubits already held in the science region.
What would settle it
An experiment showing measurable decoherence or loss of fidelity in stored qubits after repeated cycles of conveyor transport and tweezer extraction would falsify the central claim.
Figures
read the original abstract
Neutral atoms are a promising platform for quantum science, enabling advances in areas ranging from quantum simulations and computation to metrology, atomic clocks and quantum networking. While atom losses typically limit these systems to a pulsed mode, continuous operation could substantially enhance cycle rates, remove bottlenecks in metrology, and enable deep-circuit quantum evolution through quantum error correction. Here we demonstrate an experimental architecture for high-rate reloading and continuous operation of a large-scale atom-array system while realizing coherent storage and manipulation of quantum information. Our approach utilizes a series of two optical lattice conveyor belts to transport atom reservoirs into the science region, where atoms are repeatedly extracted into optical tweezers without affecting the coherence of qubits stored nearby. Using a reloading rate of 300,000 atoms in tweezers per second, we create over 30,000 initialized qubits per second, which we leverage to assemble and maintain an array of over 3,000 atoms for more than 2 hours. Furthermore, we demonstrate persistent refilling of the array with atomic qubits in either a spin-polarized or a coherent superposition state while preserving the quantum state of stored qubits. Our results pave the way for the realization of large-scale continuously operated atomic clocks, sensors, and fault-tolerant quantum computers.
Editorial analysis
A structured set of objections, weighed in public.
Referee Report
Summary. The manuscript reports an experimental architecture for continuous operation of a neutral-atom qubit array. It uses two optical lattice conveyor belts to transport atom reservoirs into the science region for repeated extraction into optical tweezers at 300,000 atoms/s, enabling assembly and maintenance of >3,000 atoms for >2 hours while demonstrating refilling with spin-polarized or coherent-superposition qubits without disturbing stored qubits.
Significance. If the non-interference claim is rigorously verified, the result would be significant for neutral-atom platforms, enabling higher cycle rates, continuous metrology, and fault-tolerant quantum evolution by removing atom-loss bottlenecks in pulsed operation.
major comments (1)
- [Abstract] Abstract (and corresponding Results section): the central claim that conveyor transport plus tweezer extraction can be repeated at 300 k atoms/s 'without affecting the coherence of qubits stored nearby' is load-bearing for the continuous-operation result, yet the provided text supplies no Ramsey contrast, Bell fidelity, or phase-error data comparing runs with versus without active reloading; without these metrics the multi-hour coherence preservation cannot be assessed.
minor comments (1)
- [Abstract] Abstract: performance numbers (300,000 atoms/s, >30,000 initialized qubits/s, >2 h) are stated without error bars, statistical uncertainties, or sample sizes.
Simulated Author's Rebuttal
We thank the referee for their thoughtful review and for highlighting the importance of quantitative coherence metrics to support the central claim. We address the comment below and will revise the manuscript accordingly.
read point-by-point responses
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Referee: [Abstract] Abstract (and corresponding Results section): the central claim that conveyor transport plus tweezer extraction can be repeated at 300 k atoms/s 'without affecting the coherence of qubits stored nearby' is load-bearing for the continuous-operation result, yet the provided text supplies no Ramsey contrast, Bell fidelity, or phase-error data comparing runs with versus without active reloading; without these metrics the multi-hour coherence preservation cannot be assessed.
Authors: We agree that direct comparative metrics are necessary to rigorously substantiate the non-interference claim. The submitted manuscript presents coherence data for the stored qubits during continuous reloading but does not include side-by-side Ramsey contrast or Bell fidelity measurements with the conveyors and extraction off. In the revised manuscript we will add these data (new panel in the relevant Results figure and accompanying text) showing Ramsey contrast and phase stability with active reloading at the stated rate, compared against static-array controls. This will allow quantitative assessment of any degradation. revision: yes
Circularity Check
No circularity: pure experimental demonstration with measured outcomes
full rationale
This paper reports an experimental architecture and measurements for continuous atom-array operation. The central claims (reloading rate of 300,000 atoms/s, assembly and maintenance of >3000 atoms for >2 h, refilling while preserving coherence) are direct experimental results, not quantities derived from equations or predictions within the paper. No derivations, fitted parameters renamed as predictions, or load-bearing self-citations appear in the provided text. The architecture's feasibility is established by the reported measurements themselves rather than by any self-referential reduction. This is the expected outcome for an experimental methods paper.
Axiom & Free-Parameter Ledger
Lean theorems connected to this paper
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IndisputableMonolith/Foundation/AbsoluteFloorClosure.lean; IndisputableMonolith/Cost/FunctionalEquation.leanreality_from_one_distinction; washburn_uniqueness_aczel unclear?
unclearRelation between the paper passage and the cited Recognition theorem.
Our approach utilizes a series of two optical lattice conveyor belts to transport atom reservoirs into the science region, where atoms are repeatedly extracted into optical tweezers without affecting the coherence of qubits stored nearby.
-
IndisputableMonolith/Foundation/AlexanderDuality.leanalexander_duality_circle_linking unclear?
unclearRelation between the paper passage and the cited Recognition theorem.
we demonstrate persistent refilling of the array with atomic qubits in either a spin-polarized or a coherent superposition state while preserving the quantum state of stored qubits
What do these tags mean?
- matches
- The paper's claim is directly supported by a theorem in the formal canon.
- supports
- The theorem supports part of the paper's argument, but the paper may add assumptions or extra steps.
- extends
- The paper goes beyond the formal theorem; the theorem is a base layer rather than the whole result.
- uses
- The paper appears to rely on the theorem as machinery.
- contradicts
- The paper's claim conflicts with a theorem or certificate in the canon.
- unclear
- Pith found a possible connection, but the passage is too broad, indirect, or ambiguous to say the theorem truly supports the claim.
Forward citations
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Reference graph
Works this paper leans on
-
[1]
(Methods). While previous experiments [17–19] have relied on dissipative laser cooling or tweezer-lattice in- tensity ramps when loading fresh atoms from the reser- voir, our scattering-free method helps preserve coherence of nearby storage qubits and avoiding lattice ramp-down enables repetitive usage of the reservoir. In order to prepare atomic qubits, ...
-
[2]
A. Browaeys and T. Lahaye, Many-body physics with individually controlled Rydberg atoms, Nature Physics 16, 132 (2020)
work page 2020
-
[3]
C. Gross and I. Bloch, Quantum simulations with ul- tracold atoms in optical lattices, Science 357, 995 (2017)
work page 2017
-
[4]
Xu, M. et al. , A neutral-atom Hubbard quantum simu- lator in the cryogenic regime, Nature (2025)
work page 2025
-
[5]
Evered, S. J. et al., High-fidelity parallel entangling gates on a neutral-atom quantum computer, Nature 622, 268 (2023)
work page 2023
-
[6]
Muniz, J. A. et al. , High-Fidelity Universal Gates in the 171Yb Ground-State Nuclear-Spin Qubit, PRX Quantum 6, 020334 (2025)
work page 2025
-
[7]
R. B.-S. Tsai, X. Sun, A. L. Shaw, R. Finkelstein, and M. Endres, Benchmarking and Fidelity Response The- ory of High-Fidelity Rydberg Entangling Gates, PRX Quantum 6, 010331 (2025)
work page 2025
-
[8]
et al., Spectroscopy and Modeling of 171Yb Ry- dberg States for High-Fidelity Two-Qubit Gates, Phys
Peper, M. et al., Spectroscopy and Modeling of 171Yb Ry- dberg States for High-Fidelity Two-Qubit Gates, Phys. Rev. X 15, 011009 (2025)
work page 2025
- [9]
-
[10]
et al., Logical quantum processor based on reconfigurable atom arrays, Nature 626, 58 (2024)
Bluvstein, D. et al., Logical quantum processor based on reconfigurable atom arrays, Nature 626, 58 (2024)
work page 2024
-
[11]
Manetsch, H. J. et al. , A tweezer array with 6100 highly coherent atomic qubits, arXiv (2024), arXiv:2403.12021 [quant-ph]
work page internal anchor Pith review arXiv 2024
-
[12]
Young, A. et al., Half-minute-scale atomic coherence and high relative stability in a tweezer clock, Nature588, 408 (2020)
work page 2020
-
[13]
Finkelstein, R. et al. , Universal quantum operations and ancilla-based read-out for tweezer clocks, Nature 634, 321 (2024)
work page 2024
-
[14]
Cao, A. et al. , Multi-qubit gates and Schr¨ odinger cat states in an optical clock, Nature 634, 315 (2024)
work page 2024
-
[15]
J. P. Covey, H. Weinfurter, and H. Bernien, Quantum networks with neutral atom processing nodes, npj Quantum Information 9, 90 (2023)
work page 2023
-
[16]
L. Hartung, M. Seubert, S. Welte, E. Distante, and G. Rempe, A quantum-network register assembled with optical tweezers in an optical cavity, Science 385, 179 (2024)
work page 2024
-
[17]
Grinkemeyer, B. et al. , Error-detected quantum opera- tions with neutral atoms mediated by an optical cavity, Science 387, 1301 (2025)
work page 2025
- [18]
-
[19]
Norcia, M. et al. , Iterative Assembly of 171Yb Atom Arrays with Cavity-Enhanced Optical Lattices, PRX Quantum 5, 030316 (2024)
work page 2024
-
[20]
et al., Continuous operation of large-scale atom arrays in optical lattices, Phys
Gyger, F. et al., Continuous operation of large-scale atom arrays in optical lattices, Phys. Rev. Res. 6, 033104 (2024)
work page 2024
- [21]
-
[22]
A. D. Ludlow, M. M. Boyd, J. Ye, E. Peik, and P. O. Schmidt, Optical atomic clocks, Rev. Mod. Phys. 87, 637 (2015)
work page 2015
-
[23]
Bluvstein, D. et al. , Architectural mechanisms of a uni- versal fault-tolerant quantum computer, arXiv preprint arXiv:2025 (2025)
work page 2025
-
[24]
Baranes, G. et al., Leveraging Atom Loss Errors in Fault Tolerant Quantum Algorithms, arXiv (2025), 2502.20558 [quant-ph]
- [25]
- [26]
-
[27]
B. M. Terhal, Quantum error correction for quantum memories, Reviews of Modern Physics 87, 307 (2015)
work page 2015
-
[28]
Fault-tolerant quantum computation
J. Preskill, Fault-tolerant quantum computation, arXiv (1997), quant-ph/9712048 [quant-ph]
work page internal anchor Pith review Pith/arXiv arXiv 1997
-
[29]
Biedermann, G. W. et al. , Zero-Dead-Time Operation of Interleaved Atomic Clocks, Phys. Rev. Lett. 111, 170802 (2013)
work page 2013
-
[30]
Schioppo, M. et al. , Ultrastable optical clock with two cold-atom ensembles, Nature Photonics 11, 48 (2017)
work page 2017
- [31]
-
[32]
Cline, J. R. K. et al., Continuous Collective Strong Coup- ling of Strontium Atoms to a High Finesse Ring Cavity, Phys. Rev. Lett. 134, 013403 (2025)
work page 2025
-
[33]
Chen, C.-C. et al. , Continuous Bose–Einstein condensa- tion, Nature 606, 683 (2022)
work page 2022
- [34]
-
[35]
S. J. M. Kuppens, K. L. Corwin, K. W. Miller, T. E. Chupp, and C. E. Wieman, Loading an optical dipole trap, Phys. Rev. A 62, 013406 (2000)
work page 2000
-
[36]
J. Trisnadi, M. Zhang, L. Weiss, and C. Chin, Design and construction of a quantum matter synthesizer, Review of Scientific Instruments 93, 083203 (2022)
work page 2022
-
[37]
Klostermann, T. et al. , Fast long-distance transport of cold cesium atoms, Phys. Rev. A 105, 043319 (2022)
work page 2022
-
[38]
Matthies, A. J. et al. , Long-distance optical-conveyor- belt transport of ultracold 133Cs and 87Rb atoms, Phys. Rev. A 109, 023321 (2024)
work page 2024
-
[39]
N. Schlosser, G. Reymond, and P. Grangier, Collisional Blockade in Microscopic Optical Dipole Traps, Phys. Rev. Lett. 89, 023005 (2002)
work page 2002
-
[40]
et al., Optimized production of large Bose- Einstein condensates, Phys
Comparat, D. et al., Optimized production of large Bose- Einstein condensates, Phys. Rev. A 73, 043410 (2006)
work page 2006
-
[41]
C. H. Chow, B. L. Ng, V. Prakash, and C. Kurtsiefer, Fano resonance in excitation spectroscopy and cooling of an optically trapped single atom, Phys. Rev. Res. 6, 023154 (2024)
work page 2024
-
[42]
Savoie, D. et al. , Interleaved atom interferometry for high-sensitivity inertial measurements, Science Advances 4, 10.1126/sciadv.aau7948 (2018)
-
[43]
Chikkatur, A. P. et al. , A Continuous Source of Bose- Einstein Condensed Atoms, Science 296, 2193 (2002)
work page 2002
-
[44]
et al., Accelerating the Assembly of Defect-Free Atomic Arrays with Maximum Parallelisms, Phys
Wang, S. et al., Accelerating the Assembly of Defect-Free Atomic Arrays with Maximum Parallelisms, Phys. Rev. Appl. 19, 054032 (2023)
work page 2023
-
[45]
Lin, R. et al., AI-Enabled Rapid Assembly of Thousands of Defect-Free Neutral Atom Arrays with Constant-time- overhead, arXiv (2024), arXiv:2412.14647 [quant-ph]
-
[46]
A. Holman and et al., Trapping of Single Atoms in Metas- urface Optical Tweezer Arrays, arXiv (2024), 2411.05321 [physics.atom-ph]
-
[47]
Xu, Q. et al. , Constant-overhead fault-tolerant quantum computation with reconfigurable atom arrays, Nature Physics 20, 1084 (2024)
work page 2024
-
[48]
N. P. Breuckmann and J. N. Eberhardt, Quantum Low- Density Parity-Check Codes, PRX Quantum 2, 040101 (2021)
work page 2021
-
[49]
Bravyi, S. et al. , High-threshold and low-overhead fault- tolerant quantum memory, Nature 627, 778 (2024)
work page 2024
- [50]
- [51]
-
[52]
Kim, D. et al. , Large-scale uniform optical focus array generation with a phase spatial light modulator, Opt. Lett. 44, 3178 (2019)
work page 2019
-
[53]
H. Kim, M. Kim, W. Lee, and J. Ahn, Gerchberg-Saxton algorithm for fast and efficient atom rearrangement in optical tweezer traps, Opt. Express 27, 2184 (2019)
work page 2019
-
[54]
Ebadi, S. et al. , Quantum phases of matter on a 256- atom programmable quantum simulator, Nature 595, 227 (2021)
work page 2021
- [55]
-
[56]
Rosi, S. et al., Λ-enhanced grey molasses on the D2 trans- ition of Rubidium-87 atoms, Scientific Reports 8, 1301 (2018)
work page 2018
-
[57]
M. Walhout, J. Dalibard, S. L. Rolston, and W. D. Phil- lips, σ+–σ− Optical molasses in a longitudinal magnetic field, J. Opt. Soc. Am. B 9, 1997 (1992)
work page 1997
-
[58]
S. K. Pampel, M. Marinelli, M. O. Brown, J. P. D’Incao, and C. A. Regal, Quantifying Light-Assisted Collisions in Optical Tweezers across the Hyperfine Spectrum, Phys. Rev. Lett. 134, 013202 (2025)
work page 2025
-
[59]
Levine, H. et al. , Dispersive optical systems for scalable Raman driving of hyperfine qubits, Phys. Rev. A 105, 032618 (2022)
work page 2022
-
[60]
Neuhaus, L. et al. , Python Red Pitaya Lockbox (PyRPL): An open source software package for digital feedback control in quantum optics experiments, Review of Scientific Instruments 95, 033003 (2024). 9 METHODS V acuum System A simplified schematic of our vacuum system is shown in ED Fig. 1a. The system consists of a MOT chamber and a science chamber, sepa...
work page 2024
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