Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-08T13:31:19.382156Z
Paper Citation Record · LEDGER
Will the Technological Singularity Come Soon? Modeling the Dynamics of Artificial Intelligence Development via Multi-Logistic Growth Process
As of 17 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 0 inbound Pith citation observations for arXiv:2502.19425.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
46 of 46 outbound references displayed
- verified exact0
- verified fuzzy21
- unresolved25
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 88327d03-066b-4d86-b348-6d0cb21cfe01 · outbound
This paper cites an unresolved cited work.
Will the Technological Singularity Come Soon? Modeling the Dynamics of Artificial Intelligence Development via Multi-Logistic Growth Process Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T13:31:19.990340Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation e077f594-3fd2-47f6-819b-48d363bd3f9d · outbound
This paper cites Moor, The dartmouth college artificial intelligence conference: The next fifty years, Ai Magazine 27 (2006) 87–87.
Will the Technological Singularity Come Soon? Modeling the Dynamics of Artificial Intelligence Development via Multi-Logistic Growth Process Moor, The dartmouth college artificial intelligence conference: The next fifty years, Ai Magazine 27 (2006) 87–87
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T13:31:19.978041Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation a7db7823-a663-424f-97de-1a5165f4a65d · outbound
This paper cites an unresolved cited work.
Will the Technological Singularity Come Soon? Modeling the Dynamics of Artificial Intelligence Development via Multi-Logistic Growth Process Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T13:31:19.966423Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 0c8a5e95-f0f8-4413-96d6-72e67f57555c · outbound
This paper cites Chang, X.
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T13:31:19.206084Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4f6ddc4e-db41-4fe5-aafb-a643d27f2320 · outbound
This paper cites Sora: A Review on Background, Technology, Limitations, and Opportunities of Large Vision Models.
Will the Technological Singularity Come Soon? Modeling the Dynamics of Artificial Intelligence Development via Multi-Logistic Growth Process Sora: A Review on Background, Technology, Limitations, and Opportunities of Large Vision Models
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T13:31:19.210383Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2f4b7a1a-91f2-4636-b868-c8ea875a674d · outbound
This paper cites an unresolved cited work.
Will the Technological Singularity Come Soon? Modeling the Dynamics of Artificial Intelligence Development via Multi-Logistic Growth Process Unresolved cited work
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T13:31:19.215476Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 24c52d3f-323f-4ebb-9d71-f48c8bdcfd69 · outbound
This paper cites Abd-Alrazaq, R.
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T13:31:19.939446Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 72977f9c-f116-4961-89a0-54a6c5748926 · outbound
This paper cites Biever, Chatgpt broke the turing test-the race is on for new ways to assess ai, Nature 619 (2023) 686–689.
Will the Technological Singularity Come Soon? Modeling the Dynamics of Artificial Intelligence Development via Multi-Logistic Growth Process Biever, Chatgpt broke the turing test-the race is on for new ways to assess ai, Nature 619 (2023) 686–689
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T13:31:19.927063Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 000b4efc-44f3-4ae8-abed-f95dd9bacd1f · outbound
This paper cites Kurzweil, The singularity is near, in: Ethics and emerging technologies, Springer, 2005, pp.
Will the Technological Singularity Come Soon? Modeling the Dynamics of Artificial Intelligence Development via Multi-Logistic Growth Process Kurzweil, The singularity is near, in: Ethics and emerging technologies, Springer, 2005, pp
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T13:31:19.913391Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation e1e24d20-4d54-4146-8a84-703226d2726f · outbound
This paper cites Vaswani, N.
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T13:31:19.231880Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e0fa3f18-6de2-46fd-8f9b-a841bdde89a0 · outbound
This paper cites an unresolved cited work.
Will the Technological Singularity Come Soon? Modeling the Dynamics of Artificial Intelligence Development via Multi-Logistic Growth Process Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T13:31:19.890599Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 604f9a3e-cf97-488b-9d44-d2dc72b575bd · outbound
This paper cites an unresolved cited work.
Will the Technological Singularity Come Soon? Modeling the Dynamics of Artificial Intelligence Development via Multi-Logistic Growth Process Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T13:31:19.877714Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation dda77411-8815-4819-b6e9-b51566d63498 · outbound
This paper cites an unresolved cited work.
Will the Technological Singularity Come Soon? Modeling the Dynamics of Artificial Intelligence Development via Multi-Logistic Growth Process Unresolved cited work
Reference 13
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T13:31:19.864458Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 5bf0fc4a-890a-49ed-93e2-c93b57570a03 · outbound
This paper cites an unresolved cited work.
Will the Technological Singularity Come Soon? Modeling the Dynamics of Artificial Intelligence Development via Multi-Logistic Growth Process Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T13:31:19.852918Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 335f992f-2a48-4b79-9569-8b883fc56ecf · outbound
This paper cites an unresolved cited work.
Will the Technological Singularity Come Soon? Modeling the Dynamics of Artificial Intelligence Development via Multi-Logistic Growth Process Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T13:31:19.841273Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 0289012a-a06c-4ee6-8597-c965e33c28fa · outbound
This paper cites Vinge, The coming technological singularity: How to survive in the post-human era, Science fiction criticism: An anthology of essential writings 81 (1993) 352–363.
Will the Technological Singularity Come Soon? Modeling the Dynamics of Artificial Intelligence Development via Multi-Logistic Growth Process Vinge, The coming technological singularity: How to survive in the post-human era, Science fiction criticism: An anthology of essential writings 81 (1993) 352–363
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T13:31:19.829395Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation f0a4e9e0-53f5-46e6-9b7d-8393f9b8bde6 · outbound
This paper cites Yudkowsky, Staring into the singularity (1996).
Will the Technological Singularity Come Soon? Modeling the Dynamics of Artificial Intelligence Development via Multi-Logistic Growth Process Yudkowsky, Staring into the singularity (1996)
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T13:31:19.817056Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 395033f9-3f71-4e4c-a94b-a514fd2e48c4 · outbound
This paper cites Grace, J.
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T13:31:19.804438Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 2a5189e7-8e20-4548-a05f-db3efe51b857 · outbound
This paper cites an unresolved cited work.
Will the Technological Singularity Come Soon? Modeling the Dynamics of Artificial Intelligence Development via Multi-Logistic Growth Process Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T13:31:19.791579Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 6476ee4c-1cfe-4b6e-ab58-c7f2dfb322ce · outbound
This paper cites an unresolved cited work.
Will the Technological Singularity Come Soon? Modeling the Dynamics of Artificial Intelligence Development via Multi-Logistic Growth Process Unresolved cited work
Reference 20
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T13:31:19.779632Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation ce8288dc-d959-4f38-890e-c6afb619e798 · outbound
This paper cites an unresolved cited work.
Will the Technological Singularity Come Soon? Modeling the Dynamics of Artificial Intelligence Development via Multi-Logistic Growth Process Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T13:31:19.767342Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 3fe820fe-ae71-4487-8fb1-ca6b91e159c3 · outbound
This paper cites an unresolved cited work.
Will the Technological Singularity Come Soon? Modeling the Dynamics of Artificial Intelligence Development via Multi-Logistic Growth Process Unresolved cited work
Reference 22
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T13:31:19.756142Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 401c2300-5fae-4028-8bb2-b9596698f241 · outbound
This paper cites an unresolved cited work.
Will the Technological Singularity Come Soon? Modeling the Dynamics of Artificial Intelligence Development via Multi-Logistic Growth Process Unresolved cited work
Reference 23
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T13:31:19.744027Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation d14520da-0091-404b-9736-95f93f0d6296 · outbound
This paper cites Gruetzemacher, F.
Will the Technological Singularity Come Soon? Modeling the Dynamics of Artificial Intelligence Development via Multi-Logistic Growth Process Gruetzemacher, F
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T13:31:19.729632Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation ec50d083-3ebd-4717-a555-3432d20167ed · outbound
This paper cites an unresolved cited work.
Will the Technological Singularity Come Soon? Modeling the Dynamics of Artificial Intelligence Development via Multi-Logistic Growth Process Unresolved cited work
Reference 25
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T13:31:19.717998Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 1ec157f3-0afd-4d78-a41f-0421b661ea15 · outbound
This paper cites Will we run out of data? Limits of LLM scaling based on human-generated data.
Will the Technological Singularity Come Soon? Modeling the Dynamics of Artificial Intelligence Development via Multi-Logistic Growth Process Will we run out of data? Limits of LLM scaling based on human-generated data
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T13:31:19.296369Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1b6e2811-ab54-46cc-b43e-5f7af15a3d07 · outbound
This paper cites Modis, Links between entropy, complexity, and the technological singularity, Tech- nological Forecasting and Social Change 176 (2022) 121457.
Will the Technological Singularity Come Soon? Modeling the Dynamics of Artificial Intelligence Development via Multi-Logistic Growth Process Modis, Links between entropy, complexity, and the technological singularity, Tech- nological Forecasting and Social Change 176 (2022) 121457
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T13:31:19.706403Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 7b04f347-886a-4008-99aa-fcaec91aaa0b · outbound
This paper cites Verhulst, Recherches math´ ematiques sur la loi d’accroissement de la population, M´ emoires de l’Acad´ emie royale de Belgique 18 (1845) 1–40.
Will the Technological Singularity Come Soon? Modeling the Dynamics of Artificial Intelligence Development via Multi-Logistic Growth Process Verhulst, Recherches math´ ematiques sur la loi d’accroissement de la population, M´ emoires de l’Acad´ emie royale de Belgique 18 (1845) 1–40
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T13:31:19.694369Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 69ac7dbe-529b-42ed-a89e-f7ef6f93476c · outbound
This paper cites McKendrick, M.
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T13:31:19.682273Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation d731489a-2160-44c8-b831-7be2bdc5d429 · outbound
This paper cites an unresolved cited work.
Will the Technological Singularity Come Soon? Modeling the Dynamics of Artificial Intelligence Development via Multi-Logistic Growth Process Unresolved cited work
Reference 30
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T13:31:19.669985Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 32ebf57c-b4f6-4f90-933d-f68cf7306ccf · outbound
This paper cites an unresolved cited work.
Will the Technological Singularity Come Soon? Modeling the Dynamics of Artificial Intelligence Development via Multi-Logistic Growth Process Unresolved cited work
Reference 31
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T13:31:19.658362Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 0327a727-d925-410d-baa3-ed2720c73673 · outbound
This paper cites an unresolved cited work.
Will the Technological Singularity Come Soon? Modeling the Dynamics of Artificial Intelligence Development via Multi-Logistic Growth Process Unresolved cited work
Reference 32
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T13:31:19.646083Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 47cc5c73-dc7d-4312-b8c6-41a27a26b40a · outbound
This paper cites an unresolved cited work.
Will the Technological Singularity Come Soon? Modeling the Dynamics of Artificial Intelligence Development via Multi-Logistic Growth Process Unresolved cited work
Reference 33
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T13:31:19.633236Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 095c47a6-54df-4a99-9601-223077680afa · outbound
This paper cites an unresolved cited work.
Will the Technological Singularity Come Soon? Modeling the Dynamics of Artificial Intelligence Development via Multi-Logistic Growth Process Unresolved cited work
Reference 34
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T13:31:19.617870Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 57d72383-9644-4786-a765-138dd70ee907 · outbound
This paper cites Levene, A skew logistic distribution for modelling covid-19 waves and its evaluation using the empirical survival jensen–shannon divergence, Entropy 24 (2022) 600.
Will the Technological Singularity Come Soon? Modeling the Dynamics of Artificial Intelligence Development via Multi-Logistic Growth Process Levene, A skew logistic distribution for modelling covid-19 waves and its evaluation using the empirical survival jensen–shannon divergence, Entropy 24 (2022) 600
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T13:31:19.603760Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 8a0e5bf7-982b-44ec-a70c-386bd08440c0 · outbound
This paper cites Perez, Technological revolutions and financial capital, Edward Elgar Publishing, 2003.
Will the Technological Singularity Come Soon? Modeling the Dynamics of Artificial Intelligence Development via Multi-Logistic Growth Process Perez, Technological revolutions and financial capital, Edward Elgar Publishing, 2003
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T13:31:19.582504Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation d1e1e4a8-6183-4f5d-a983-6ab922b4b5c8 · outbound
This paper cites Grubler, The rise and fall of infrastructures: dynamics of evolution and technological change in transport, Physica-Verlag, 1990.
Will the Technological Singularity Come Soon? Modeling the Dynamics of Artificial Intelligence Development via Multi-Logistic Growth Process Grubler, The rise and fall of infrastructures: dynamics of evolution and technological change in transport, Physica-Verlag, 1990
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T13:31:19.568489Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 6a723766-02a2-4407-9dd5-9627d545a5a5 · outbound
This paper cites Kalem, O.
Reference 38
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T13:31:19.552401Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 65d81032-9c56-4e12-8229-128e82d53270 · outbound
This paper cites Kucharavy, R.
Reference 39
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T13:31:19.539960Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation a28604d2-f9d9-4a5f-ae27-d57290bb4d56 · outbound
This paper cites Fletcher, A modified marquardt subroutine for non-linear least squares (1971).
Will the Technological Singularity Come Soon? Modeling the Dynamics of Artificial Intelligence Development via Multi-Logistic Growth Process Fletcher, A modified marquardt subroutine for non-linear least squares (1971)
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T13:31:19.527914Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 11ca3fdc-2c43-4018-b1a7-3aadc3a20c05 · outbound
This paper cites Dro˙ zd˙ z, F.
Reference 41
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T13:31:19.515197Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 49c17cfe-e25e-475a-ac88-cc537805f2a0 · outbound
This paper cites Kurzweil, The law of accelerating returns, in: Alan Turing: Life and legacy of a great thinker, Springer, 2001, pp.
Will the Technological Singularity Come Soon? Modeling the Dynamics of Artificial Intelligence Development via Multi-Logistic Growth Process Kurzweil, The law of accelerating returns, in: Alan Turing: Life and legacy of a great thinker, Springer, 2001, pp
Reference 42
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T13:31:19.502147Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation a5be9f3d-21b1-427b-a3a5-5e85432f8693 · outbound
This paper cites an unresolved cited work.
Will the Technological Singularity Come Soon? Modeling the Dynamics of Artificial Intelligence Development via Multi-Logistic Growth Process Unresolved cited work
Reference 43
- Resolution
- unresolved
- raw_fallback, observed 2026-08-08T13:31:19.485099Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation ba98709f-b8c4-408e-b7a4-f648374400d9 · outbound
This paper cites Hochreiter, J.
Reference 44
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T13:31:19.372818Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ddbe9421-73b4-4fe3-bed2-b07303e30fcc · outbound
This paper cites LeCun, Y.
Reference 45
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T13:31:19.464022Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 2363a19f-612f-49d5-ad37-e7fe786a53dd · outbound
This paper cites Hsu, Ibm’s deep blue chess grandmaster chips, IEEE micro 19 (1999) 70–81.
Will the Technological Singularity Come Soon? Modeling the Dynamics of Artificial Intelligence Development via Multi-Logistic Growth Process Hsu, Ibm’s deep blue chess grandmaster chips, IEEE micro 19 (1999) 70–81
Reference 46
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-08T13:31:19.449001Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Pith citing papers
No inbound Pith citation observations are available.