Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Collapse or Thrive? Perils and Promises of Synthetic Data in a Self-Generating World
As of 17 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 13 inbound Pith citation observations for arXiv:2410.16713.
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, observed 2026-08-15T16:33:32.126338Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-10T10:37:01.549712Z
Reference resolution
0 of 0 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
No outbound reference observations are available for this paper version.
Pith citing papers
Observation ed347b55-03eb-4731-be41-2f61c6e11fbe · inbound
Theoretical Proof that Auto-regressive Language Models Collapse when Real-world Data is a Finite Set cites this paper.
Theoretical Proof that Auto-regressive Language Models Collapse when Real-world Data is a Finite Set Collapse or Thrive? Perils and Promises of Synthetic Data in a Self-Generating World
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T11:55:12.144684Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4f1b9741-282d-4743-a3f1-f71b6d564368 · inbound
A Probabilistic Perspective on Model Collapse cites this paper.
A Probabilistic Perspective on Model Collapse Collapse or Thrive? Perils and Promises of Synthetic Data in a Self-Generating World
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:45:21.950378Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8e3dbff9-a5c9-4389-9309-18194be90ee6 · inbound
LLM Web Dynamics: Tracing Model Collapse in a Network of LLMs cites this paper.
LLM Web Dynamics: Tracing Model Collapse in a Network of LLMs Collapse or Thrive? Perils and Promises of Synthetic Data in a Self-Generating World
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T13:59:48.388702Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7de1fa9a-a33c-4f24-8c98-16f7edaedbb3 · inbound
What Matters in LLM-generated Data: Diversity and Its Effect on Model Fine-Tuning cites this paper.
What Matters in LLM-generated Data: Diversity and Its Effect on Model Fine-Tuning Collapse or Thrive? Perils and Promises of Synthetic Data in a Self-Generating World
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T23:12:18.957552Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4e8b1105-fa72-425f-84d1-579f273ac039 · inbound
Position: Machine Learning Conferences Should Establish a "Refutations and Critiques" Track cites this paper.
Position: Machine Learning Conferences Should Establish a "Refutations and Critiques" Track Collapse or Thrive? Perils and Promises of Synthetic Data in a Self-Generating World
Reference 42
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T23:13:16.484853Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 81ebea13-0cb2-46d2-a1b7-4fcee1dd457e · inbound
Sealing The Backdoor: Unlearning Adversarial Text Triggers In Diffusion Models Using Knowledge Distillation cites this paper.
Sealing The Backdoor: Unlearning Adversarial Text Triggers In Diffusion Models Using Knowledge Distillation Collapse or Thrive? Perils and Promises of Synthetic Data in a Self-Generating World
Reference 82
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T18:47:45.326625Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4b9a35c3-3637-4aab-aa73-a8e3344066eb · inbound
Hermes 4 Technical Report cites this paper.
Hermes 4 Technical Report Collapse or Thrive? Perils and Promises of Synthetic Data in a Self-Generating World
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T16:32:54.287838Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a8fb285a-384c-43dd-9b97-368b19340338 · inbound
Knowledge Collapse in LLMs: When Fluency Survives but Facts Fail under Recursive Synthetic Training cites this paper.
Knowledge Collapse in LLMs: When Fluency Survives but Facts Fail under Recursive Synthetic Training Collapse or Thrive? Perils and Promises of Synthetic Data in a Self-Generating World
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T16:33:32.126338Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1a79c883-58e8-4239-b9c6-91cad3927e63 · inbound
The 2025 AI Agent Index: Documenting Technical and Safety Features of Deployed Agentic AI Systems cites this paper.
The 2025 AI Agent Index: Documenting Technical and Safety Features of Deployed Agentic AI Systems Collapse or Thrive? Perils and Promises of Synthetic Data in a Self-Generating World
Reference 69
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T20:46:36.189355Z
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 6e25863b-6e8a-4d32-8ab4-5f25659cc855 · inbound
Position: the Stochastic Parrot in the Coal Mine. Model Collapse is a Threat to Low-Resource Communities cites this paper.
Position: the Stochastic Parrot in the Coal Mine. Model Collapse is a Threat to Low-Resource Communities Collapse or Thrive? Perils and Promises of Synthetic Data in a Self-Generating World
Reference 17
- Resolution
- verified exact
- arxiv_id, observed 2026-05-09T06:35:40.823670Z
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 c2a57db3-e6af-486e-a5c5-b67bcb842455 · inbound
Entropy Minimization without Model Collapse: Mitigating Prediction Bias in Medical Imaging cites this paper.
Entropy Minimization without Model Collapse: Mitigating Prediction Bias in Medical Imaging Collapse or Thrive? Perils and Promises of Synthetic Data in a Self-Generating World
Reference 35
- Resolution
- verified exact
- arxiv_id, observed 2026-07-01T21:56:16.053752Z
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 bfeb8783-e007-41bf-8702-d77e79d66915 · inbound
AutoPersonas: A Multi-Timescale Loop Engine for Open-Ended Persona Evolution cites this paper.
AutoPersonas: A Multi-Timescale Loop Engine for Open-Ended Persona Evolution Collapse or Thrive? Perils and Promises of Synthetic Data in a Self-Generating World
Reference 6
- Resolution
- verified exact
- local_arxiv, observed 2026-07-10T10:37:01.551414Z
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 2323b172-0605-4b28-bcde-f208fc440b61 · inbound
The Fairness Collapse Phenomenon: Bias Amplification in Language Models Trained on Synthetic Data cites this paper.
The Fairness Collapse Phenomenon: Bias Amplification in Language Models Trained on Synthetic Data Collapse or Thrive? Perils and Promises of Synthetic Data in a Self-Generating World
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T14:44:01.899429Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.