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Paper Citation Record · LEDGER

Universality of the $\pi^2/6$ Pathway in Avoiding Model Collapse

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2410.22812.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2410.22812 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 5 of 5 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:45:21.266742Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-03T23:59:06.080177Z

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 526e8be8-b1d5-465c-b57b-25a12cc4031a · inbound

A Probabilistic Perspective on Model Collapse cites this paper.

A Probabilistic Perspective on Model Collapse Universality of the $\pi^2/6$ Pathway in Avoiding Model Collapse

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-07T15:45:21.266742Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:45:21.266742Z digest=sha256:725782b3c59807cf9d82ed8764078276dc3d177fe522d14ac0745123ad080f30

Observation c1bbfaed-da06-4d23-9890-bfcb57b386b1 · 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 Universality of the $\pi^2/6$ Pathway in Avoiding Model Collapse

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-07T13:59:47.584682Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:59:47.584682Z digest=sha256:1ad798112a4808efd7c24c588252d04b1f54abdc1ffc8bbf3e2b29283f487c19

Observation 9d58cb30-e0f9-407c-868c-bd6cc58a8062 · 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 Universality of the $\pi^2/6$ Pathway in Avoiding Model Collapse

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-06T23:13:14.063434Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:13:14.063434Z digest=sha256:2cc87668f7de93713050e2de5c14f34f8a1026abbac58212f311139facad74c3

Observation 307a07fe-489e-410f-9c71-fca1ecb75231 · inbound

Escaping Model Collapse via Synthetic Data Verification: Near-term Improvements and Long-term Convergence cites this paper.

Escaping Model Collapse via Synthetic Data Verification: Near-term Improvements and Long-term Convergence Universality of the $\pi^2/6$ Pathway in Avoiding Model Collapse

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-04T09:18:33.296977Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:18:33.296977Z digest=sha256:b384210c33314c82cecb3e8f8aa741b27ec12546e748e3b85397ec2c5d284839

Observation d6bba4d4-2fb4-4eea-bfe1-5a0b9a8e0c77 · inbound

When Sample Selection Bias Precipitates Model Collapse cites this paper.

When Sample Selection Bias Precipitates Model Collapse Universality of the $\pi^2/6$ Pathway in Avoiding Model Collapse

Reference 5

Resolution
verified exact
arxiv_id, observed 2026-07-03T23:59:06.082687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-03T23:56:34.484955Z digest=sha256:41bf8351b642c6cec27a898223efa920025d480c3a8cb16028f8dab97273fdad