The DOI matches its Crossref record; 36 of the 36 references it cites were found in a registry or an index.
Computational Capacity of the Universe
Open accessAbstract
All physical systems register and process information. The laws of physics determine the amount of information that a physical system can register (number of bits) and the number of elementary logic operations that a system can perform (number of ops). The Universe is a physical system. The amount of information that the Universe can register and the number of elementary operations that it can have performed over its history are calculated. The Universe can have performed ${10}^{120}\phantom{\rule{0ex}{0ex}}\mathrm{ops}$ on ${10}^{90}\phantom{\rule{0ex}{0ex}}\mathrm{bits}$ ( ${10}^{120}\phantom{\rule{0ex}{0ex}}\mathrm{bits}$ including gravitational degrees of freedom).
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The check wasn’t confident either way, so it gives no verdict — never disputed.
In the citing paper
“We consider Hamiltonians that can be written as a polynomial number of terms, with respect to the system size.”
From A variational eigenvalue solver on a photonic quantum processor (2014) · cites this paper as [20]
Experimental — accuracy not yet measuredThe check wasn’t confident either way, so it gives no verdict — never disputed.
In the citing paper
“This class of Hamiltonians encompasses a wide range of physical systems, including the electronic structure Hamiltonian of quantum chemistry, the quantum Ising Model, the Heisenberg Model2021, matrices that are well approximated as a sum of n-fold tensor products2223, and more generally any k-sparse Hamiltonian without evident tensor product structure”
From A variational eigenvalue solver on a photonic quantum processor (2014) · cites this paper as [20]
Experimental — accuracy not yet measuredIn the citing paper
“According to Uhlmann's theorem [18], the square root of the fidelity is given by”
From Geometric derivation of the quantum speed limit (2010) · cites this paper as [18]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
Susskind, L. (1995) · Journal of Mathematical Physics · doi:10.1063/1.531249 · Cited by 4,085
Lloyd, S. (1996) · Science · doi:10.1126/science.273.5278.1073 · Cited by 3,088
Self-citationPrinciples of physical cosmology
(1993) · Choice Reviews Online · doi:10.5860/choice.31-1499 · Cited by 2,908
M theory as a matrix model: A conjecture
Banks, T., Fischler, W., Shenker, S. H., & Susskind, L. (1997) · Physical Review D · doi:10.1103/physrevd.55.5112 · Cited by 2,748
Quantum Theory: Concepts and Methods
Peres, A., & Ballentine, L. E. (1995) · American Journal of Physics · doi:10.1119/1.17946 · Cited by 2,561
Proceedings of the 56th Annual ACM Symposium on Theory of Computing
(2024) · doi:10.1145/3618260 · Cited by 1,843
Particle Physics and Inflationary Cosmology
Linde, A. D. (1987) · Physics Today · doi:10.1063/1.881088 · Cited by 1,805
Demonstration of a Fundamental Quantum Logic Gate
Monroe, C., Meekhof, D. M., King, B. E., Itano, W. M., & Wineland, D. J. (1995) · Physical Review Letters · doi:10.1103/physrevlett.75.4714 · Cited by 1,586
Bulk Spin-Resonance Quantum Computation
Gershenfeld, N. A., & Chuang, I. L. (1997) · Science · doi:10.1126/science.275.5298.350 · Cited by 1,528
Particle Physics and Inflationary Cosmology
Linder, C. (1990) · CRC Press eBooks · doi:10.1201/b16971 · Cited by 1,477
Flagged first, then by citations
Research works printed but not linked: 3
- N. Margolus, 1996, PhysComp96, Proceedings of the Fourth Workshop on Physics and Computation,
- N. Margolus, 1998, Physica (Amsterdam), 120D, 188
- D. G. Cory, PhysComp96, Proceedings of the Fourth Workshop on Physics and Computation
Cited by
Sorted by citations
Items 201–300 of 571
Pourhassan, B., Wani, S. S., & Faizal, M. (2020) · Nuclear Physics B · doi:10.1016/j.nuclphysb.2020.115190 · Cited by 7
Beckwith, A. W. (2007) · arXiv (Cornell University) · doi:10.48550/arxiv.0709.0330 · Cited by 7
Quantization of the universe as a black hole
Alfonso, M. J. F. I., & Alfonso-Faus, A. (2011) · Astrophysics and Space Science · doi:10.1007/s10509-011-0909-1 · Cited by 6
Initial Conditions for Defining an Arrow of Time at the Start of Inflation?
Beckwith, A. W. (2018) · Journal of High Energy Physics Gravitation and Cosmology · doi:10.4236/jhepgc.2018.44044 · Cited by 6
Curilef, S., & Plastino, A. R. (2021) · IntechOpen eBooks · doi:10.5772/intechopen.100210 · Cited by 6
Darwinian standard model of physics obtains general relativity
Lori, N. F. (2022) · Quantum Information Processing · doi:10.1007/s11128-022-03455-3 · Cited by 6
Quantum speedup in structured environments
Berrada, K. (2017) · Physica E Low-dimensional Systems and Nanostructures · doi:10.1016/j.physe.2017.08.020 · Cited by 6
Quantum Entangled Frequencies and Coherence in Bioenergetic Systems
Schmieke, M. (2021) · Dev Sanskriti Interdisciplinary International Journal · doi:10.36018/dsiij.v18i.226 · Cited by 6
Holography as a principle in quantum gravity?—Some historical and systematic observations
Sieroka, N., & Mielke, E. W. (2014) · Studies in History and Philosophy of Science Part B Studies in History and Philosophy of Modern Physics · doi:10.1016/j.shpsb.2013.12.003 · Cited by 6
Landauer's principle and non-equilibrium statistical ensembles
Curilef, S., Plastino, A. R., Wedemann, R. S., & Daffertshofer, A. (2007) · Physics Letters A · doi:10.1016/j.physleta.2007.11.055 · Cited by 6
Medical diagnosis and treatment is NP-complete
Arle, J. E., & Carlson, K. W. (2020) · Journal of Experimental & Theoretical Artificial Intelligence · doi:10.1080/0952813x.2020.1737581 · Cited by 6
Musadiq, M., & Khan, S. (2021) · The European Physical Journal Plus · doi:10.1140/epjp/s13360-021-01974-z · Cited by 6
Active Information in Metabiology
Ewert, W., Dembski, W. A., & Marks, R. J. (2013) · BIO-Complexity · doi:10.5048/bio-c.2013.4 · Cited by 6
Speed of quantum evolution of entangled two qubits states: Local vs. global evolution
Curilef, S., Zander, C., & Plastino, A. R. (2008) · Journal of Physics: Conference Series · doi:10.1088/1742-6596/134/1/012003 · Cited by 6
Rapaport, W. J. (2018) · Minds and Machines · doi:10.1007/s11023-018-9465-6 · Cited by 6
Beckwith, A. W., & Robertson, G. A. (2009) · AIP conference proceedings · doi:10.1063/1.3115506 · Cited by 6
On the Interpretation of Energy as the Rate of Quantum Computation
Frank, M. P. (2005) · Quantum Information Processing · doi:10.1007/s11128-005-7851-5 · Cited by 6
Estimates of universal computational capacity to the present
Coffey, M. W. (2002) · Physics Letters A · doi:10.1016/s0375-9601(02)01325-7 · Cited by 6
"The Information as Absolute" Concept and Basic PhysicsPreprint
Shevchenko, S., & Tokarevsky, V. (2007) · arXiv (Cornell University) · doi:10.48550/arxiv.0707.4657 · Cited by 11
Principle of maximum force and holographic principle: two principles or one?Preprint
Bolotin, Y. L., & Cherkaskiy, V. A. (2015) · arXiv (Cornell University) · doi:10.48550/arxiv.1507.02839 · Cited by 6
Entropy production and a toy model as to irregularities in the CMBR spectrumPreprint
Beckwith, A. W. (2011) · viXra · Cited by 6
Silicide-based Josephson field effect transistors for superconducting qubits
Vethaak, T. D. (2021) · theses.fr (ABES) · doi:10.70675/182d9d63zfd33z4091za9c2z840e3751fe66 · Cited by 6
The Biological Information Cycle
Reber, A. S., Baluška, F., & Miller, W. B. (2023) · Oxford University Press eBooks · doi:10.1093/oso/9780198873211.003.0007 · Cited by 5
AN ALGORITHMIC INFORMATION THEORY CHALLENGE TO INTELLIGENT DESIGN
Devine, S. (2014) · Zygon® · doi:10.1111/zygo.12059 · Cited by 5
Hu, X., Sun, S., & Zheng, Y. (2022) · The Journal of Chemical Physics · doi:10.1063/5.0078207 · Cited by 5
Quantum speed limit for mixed states in a unitary system
Huang, J., Qin, L., Chen, G.-L., Hu, L., & Liu, F.-Y. (2022) · Chinese Physics B · doi:10.1088/1674-1056/ac76b4 · Cited by 5
Marcer, P. J., Rowlands, P., Amoroso, R. L., Rowlands, P., & Jeffers, S. (2010) · AIP conference proceedings · doi:10.1063/1.3536456 · Cited by 5
Steinhart (2012) · Transactions of the Charles S Peirce Society · doi:10.2979/trancharpeirsoc.48.3.356 · Cited by 5
Quantum speed limit in the thermal spin-boson system with and without tunneling term
Dehdashti, S., Yasar, F., Harouni, M. B., Mahdifar, A., & Mirza, B. (2020) · Quantum Information Processing · doi:10.1007/s11128-020-02807-1 · Cited by 5
Quantum limit on computational time and speed
Pati, A. K., Jain, S. R., Mitra, A., & Ramanna, R. (2002) · Physics Letters A · doi:10.1016/s0375-9601(02)01041-1 · Cited by 5
SPACE-TIME AT THE PLANCK SCALE: THE QUANTUM COMPUTER VIEW
Zizzi, P. (2006) · Conference on the Foundations of Quantum Mechanics: Historical Analysis and Open Questions · doi:10.1142/9789812773258_0030 · Cited by 5
Data Structures in Natural Computing: Databases as Weak or Strong Anticipatory Systems
Rossiter, B. N. (2004) · AIP conference proceedings · doi:10.1063/1.1787342 · Cited by 5
Combining Information from Multiple Forecasters: Inefficiency of Central TendencyPreprint
Satopää, V. (2017) · arXiv (Cornell University) · doi:10.48550/arxiv.1706.06006 · Cited by 5
On the Interpretation of Energy as the Rate of Quantum ComputationPreprint
Frank, M. P. (2008) · Cited by 5
Toward a Principle of SignificancePreprint
Materov (2026) · SSRN Electronic Journal · doi:10.2139/ssrn.7287841 · Cited by 5
Quantum speed limit time of a spin qubit in noninteracting spin bath
Musadiq, M., Khan, S., Javed, M., & Shamirzaie, M. (2019) · International Journal of Quantum Information · doi:10.1142/s0219749919500540 · Cited by 4
Observation of minimal and maximal speed limits for few and many-body states
Zhu, Z., Gao, L., Bao, Z., Xiang, L., Song, Z., Xu, S., Wang, K., Chen, J., Jin, F., Zhu, X., et al. (2025) · Nature Communications · doi:10.1038/s41467-025-56451-3 · Cited by 7
Decision Support for Safe AI Design
Hibbard, B. (2012) · Lecture notes in computer science · doi:10.1007/978-3-642-35506-6_13 · Cited by 4
Self-Modeling Agents and Reward Generator Corruption
Hibbard, B. (2015) · Cited by 4
Ultimate Intelligence Part II: Physical Complexity and Limits of Inductive Inference Systems
Özkural, E. (2016) · Lecture notes in computer science · doi:10.1007/978-3-319-41649-6_4 · Cited by 4
Quantum speed limits of quantum system in colored environments
Zheng, L., & Peng, Y. (2024) · Results in Physics · doi:10.1016/j.rinp.2023.107315 · Cited by 4
Quantum speed limit for a three-qubit system in spin-chain environment with multisite interaction
Yin, S., Song, J., & Liu, S. (2020) · Physics Letters A · doi:10.1016/j.physleta.2020.126309 · Cited by 4
The role of body water in the etiology of chronic non-communicable diseases (literature review)
Stekhin, A. A., IuA, R., Yakovleva, G. V., & Iksanova, T. I. (2021) · Hygiene and Sanitation · doi:10.47470/0016-9900-2021-100-6-584-593 · Cited by 4
Shortest evolution path between two mixed states and its realization
Huang, J., Dong, S.-S., Chen, G.-L., Zhou, N., Liu, F.-Y., & Qin, L. (2024) · Physical Review A · doi:10.1103/physreva.109.042405 · Cited by 4
Comets, Information, and the Origin of Life
Sheldon, R. B. (2012) · Cellular origin and life in extreme habitats · doi:10.1007/978-94-007-2941-4_21 · Cited by 4
Ultimate Intelligence Part I: Physical Completeness and Objectivity of Induction
Özkural, E. (2015) · Lecture notes in computer science · doi:10.1007/978-3-319-21365-1_14 · Cited by 4
Space-time generated from a set of binary units
Peretto, P. (2004) · The European Physical Journal C · doi:10.1140/epjc/s2004-01826-1 · Cited by 4
The Survival of the Fittest and the Reign of the Most Robust: In Biology and Elsewhere
Schuster, A., & Yamaguchi, Y. (2009) · Minds and Machines · doi:10.1007/s11023-009-9156-4 · Cited by 4
Reducing Maxwell's Equations to Gauss's Law
Rębilas, K. (2006) · Physics Essays · doi:10.4006/1.3025813 · Cited by 4
Particle absorption by black holes and the generalized second law of thermodynamics
Funkhouser, S. (2009) · Proceedings of the Royal Society A Mathematical Physical and Engineering Sciences · doi:10.1098/rspa.2009.0331 · Cited by 4
Ellis, G. (2016) · The frontiers collection · doi:10.1007/978-3-662-49809-5_2 · Cited by 4
Davies, P. C. W. (2014) · Cambridge University Press eBooks · doi:10.1017/cbo9781107589056.006 · Cited by 4
Beckwith, A. W. (2009) · viXra · Cited by 4
Ball, P. (2002) · Nature · doi:10.1038/news020527-16 · Cited by 4
Principles of Enzyme Optimization for the Rapid Creation of Industrial Biocatalysts
Fox, R. J., & Giver, L. (2010) · Wiley eBooks · doi:10.1002/9780470627303.ch4 · Cited by 4
Generalized Reversible ComputingPreprint
Frank, M. P. (2018) · arXiv (Cornell University) · doi:10.48550/arxiv.1806.10183 · Cited by 4
Beckwith, A. W. (2026) · Journal of High Energy Physics Gravitation and Cosmology · doi:10.4236/jhepgc.2026.121028 · Cited by 3
Rational quantum mechanics: Testing quantum theory with quantum computers
Palmer, T. N. (2026) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.2523350123 · Cited by 11
Probing quantum phase transitions via quantum speed limits
Suman, M. K., Aravinda, S., & Modak, R. (2024) · Physical Review A · doi:10.1103/physreva.110.012466 · Cited by 3
The Architecture of Reality: A Unified Framework for Stability, Localization, and Emergent Structure
Shahpurwala, F. (2025) · Zenodo (CERN European Organization for Nuclear Research) · doi:10.5281/zenodo.16174094 · Cited by 3
The cometary biosphere and the origin of life
Sheldon, R. B. (2011) · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · doi:10.1117/12.899352 · Cited by 3
Beckwith, A. W. (2018) · Journal of High Energy Physics Gravitation and Cosmology · doi:10.4236/jhepgc.2018.41010 · Cited by 3
Menin, B. M. (2019) · Global Journal of Researches in Engineering · doi:10.34257/gjreavol19is1pg1 · Cited by 3
Entropic boundary conditions towards safe artificial superintelligence
Núñez-Corrales, S., & Jakobsson, E. (2021) · Journal of Experimental & Theoretical Artificial Intelligence · doi:10.1080/0952813x.2021.1952653 · Cited by 3
Hou, L., Zhang, Y., & Zhu, Y. (2023) · International Journal of Theoretical Physics · doi:10.1007/s10773-023-05481-y · Cited by 3
Imani, N., & Harouni, M. B. (2024) · Quantum Information Processing · doi:10.1007/s11128-024-04321-0 · Cited by 3
Mathematical and Technological Computability
Hansson, S. O. (2018) · Philosophy of engineering and technology · doi:10.1007/978-3-319-93779-3_9 · Cited by 3
The cosmic microwave background: from discovery to precision cosmology
Partridge, R. B. (2019) · Oxford University Press eBooks · doi:10.1093/oxfordhb/9780198817666.013.8 · Cited by 3
Quantum speed-up process of atom in dissipative cavity
Zou, H.-M., Yang, J., Lin, D., & Fang, M.-F. (2020) · Journal of Physics B Atomic Molecular and Optical Physics · doi:10.1088/1361-6455/ab82e2 · Cited by 3
Stronger Quantum Speed Limit for Mixed Quantum States
Bagchi, S., Thakuria, D., & Pati, A. K. (2023) · Entropy · doi:10.3390/e25071046 · Cited by 3
Path distance of a quantum unitary evolution
Huang, J., Dong, S.-S., Chen, G.-L., Zhou, N., Liu, F.-Y., & Qin, L. (2023) · Physical Review A · doi:10.1103/physreva.108.022204 · Cited by 3
Collapsing strong emergence’s collapse problem
Fritzman, J. M. (2024) · European Journal for Philosophy of Science · doi:10.1007/s13194-024-00586-5 · Cited by 3
Technological Thinking in Science
Channell, D. F. (2015) · Philosophy of engineering and technology · doi:10.1007/978-94-017-9762-7_3 · Cited by 3
Theoretical Studies of Structural and Electronic Properties of Clusters
Springborg, M. (2015) · Springer eBooks · doi:10.1007/978-94-007-6169-8_26-2 · Cited by 3
Physical Informatics – Information Methods of Natural Systems Research
Gurevich, I. (2011) · tripleC Communication Capitalism & Critique Open Access Journal for a Global Sustainable Information Society · doi:10.31269/triplec.v9i2.291 · Cited by 3
Asymptotic relation for the quantum entropy of momentum in energy eigenstates
Coffey, M. W. (2004) · Physics Letters A · doi:10.1016/j.physleta.2004.03.016 · Cited by 3
Theoretical Studies of Structural, Energetic, and Electronic Properties of Clusters
Springborg, M., Dong, Y., Grigoryan, V. G., Tevekeliyska, V., Alamanova, D., Kasabova, E., Roy, S., Joswig, J., & Asaduzzaman, A. M. (2008) · Zeitschrift für Physikalische Chemie · doi:10.1524/zpch.2008.222.2-3.387 · Cited by 3
INFORMATION, INFORMATION PROCESSING AND GRAVITY
Hsu, S. D. H. (2007) · International Journal of Modern Physics A · doi:10.1142/s0217751x07036853 · Cited by 3
Symmetries in Evolving Space-time and Their Connection to High-Frequency Gravity Wave Production
Beckwith, A. W., & El-Genk, M. S. (2008) · AIP conference proceedings · doi:10.1063/1.2844938 · Cited by 3
Artificial Life and Machine Consciousness.
Nelson, A. (2013) · Cited by 3
Alternative cosmological theories
Kragh, H. (2019) · Oxford University Press eBooks · doi:10.1093/oxfordhb/9780198817666.013.4 · Cited by 3
The Brain and the New Foundations of Mathematics
Melkikh, A. V. (2021) · Symmetry · doi:10.3390/sym13061002 · Cited by 3
Self-modeling Agents Evolving in Our Finite Universe
Hibbard, B. (2014) · Lecture notes in computer science · doi:10.1007/978-3-319-09274-4_26 · Cited by 3
Quantum Search in Structured Database
He, Y., & Sun, J. (2005) · Lecture notes in computer science · doi:10.1007/11539902_52 · Cited by 3
Space–time uncertainty relation from quantum and gravitational principles
Chen, Y.-X., & Xiao, Y. (2008) · Physics Letters B · doi:10.1016/j.physletb.2008.07.078 · Cited by 3
On fundamental limits to glacier flow models: computational theory and implications
Bahr, D. B. (2009) · Journal of Glaciology · doi:10.3189/002214309788608831 · Cited by 3
Philosophical aspects of cosmology
Smeenk, C. (2019) · Oxford University Press eBooks · doi:10.1093/oxfordhb/9780198817666.013.13 · Cited by 4
Fundamental Physics and Computation: The Computer-Theoretic Framework
Miguel-Tomé, S., Lázaro, Á. L. S., & Alonso-Romero, L. (2022) · Universe · doi:10.3390/universe8010040 · Cited by 3
Quantum speed limit and topological quantum phase transition in an extended XY model
Cheng, W. W., Li, B., Gong, L., & Zhao, S. (2022) · Physica A Statistical Mechanics and its Applications · doi:10.1016/j.physa.2022.127242 · Cited by 3
Hempel's dilemma and the physics of computationPreprint
Beenakker, C. W. J. (2007) · arXiv (Cornell University) · doi:10.48550/arxiv.physics/0702072 · Cited by 3
Life and Quantum Biology, an Interdisciplinary ApproachPreprint
Driessen, A. (2011) · arXiv (Cornell University) · doi:10.48550/arxiv.1109.2584 · Cited by 3
A Testable Quantum Graph Theory of SpacetimePreprint
Materov, S. (2025) · SSRN Electronic Journal · doi:10.2139/ssrn.5355501 · Cited by 3
Approaching the general quantification of functional information
Kudelić, R. (2025) · Scientific Reports · doi:10.1038/s41598-025-89487-y · Cited by 2
Quantum speed limit time in two-qubit system by dynamical decoupling method
Aaliray, A., & Mohammadi, H. (2025) · Scientific Reports · doi:10.1038/s41598-025-93348-z · Cited by 3
A Deflationary View of Capacities and Anthropic Thinking
Ćirković, M. M. (2025) · Foundations of Science · doi:10.1007/s10699-025-10017-0 · Cited by 2
Fullerton, J. H., & Hong, L. (2006) · Physics Essays · doi:10.4006/1.3025815 · Cited by 2
Discussion on the Relationship between Computation, Information, Cognition, and Their Embodiment
Dodig-Crnković, G., & Miłkowski, M. (2023) · Entropy · doi:10.3390/e25020310 · Cited by 3
Rebuilding the Habitable Zone from the Bottom up with Computational Zones
Scharf, C. A., & Witkowski, O. (2024) · Astrobiology · doi:10.1089/ast.2023.0035 · Cited by 3
Stekhin, A. A., Tatarinov, V. V., & Yakovleva, G. V. (2021) · IOP Conference Series Earth and Environmental Science · doi:10.1088/1755-1315/864/1/012008 · Cited by 2
Haranas, I. I., Gkigkitzis, I., Cobbett, K., & Gauthier, R. (2021) · European Journal of Applied Physics · doi:10.24018/ejphysics.2021.3.6.104 · Cited by 2
Metadata
- Authors
- Lloyd, S.
- Affiliations
- Massachusetts Institute of Technology (US)
- Corresponding author
- Lloyd, Seth
- ORCID
- Lloyd, Seth
- Venue
- Physical Review Letters
- Publisher
- American Physical Society (APS)
- Published
- 2002-05-24
- Volume
- 88
- Issue
- 23
- Pages
- 237901-237901
- ISSN
- 0031-9007 (ISSN-L)
- 1079-7114
- OpenAlex
- W1993466133
- Cited by
- 571
- References
- 35
- Citations by year
- 2026: 39 · 2025: 32 · 2024: 39 · 2023: 36 · 2022: 17 · 2021: 27 · 2020: 23 · 2019: 40 · 2018: 27 · 2017: 24 · 2016: 29 · 2015: 27 · 2014: 13 · 2013: 30 · 2012: 16
- FWCI
- 8.07
- Type
- journal article
- Language
- en
- Open access
- green
- arxiv.org
- Locations
- Physical Review Letters (publishedVersion)
- PubMed (publishedVersion)
- arXiv (Cornell University) (submittedVersion)
- CERN Document Server (European Organization for Nuclear Research) (submittedVersion)
- arXiv (Cornell University)
- Topics
- Physical Sciences › Physics and Astronomy › Astronomy and Astrophysics › Cosmology and Gravitation Theories
- Physical Sciences › Computer Science › Computational Theory and Mathematics › Computability, Logic, AI Algorithms
- Physical Sciences › Physics and Astronomy › Nuclear and High Energy Physics › Black Holes and Theoretical Physics
- Keywords
- gravitational degrees of freedom
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review