Pith. sign in

Paper Citation Record · LEDGER

Nepotistically Trained Generative-AI Models Collapse

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2311.12202.

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

pith.paper-citation-record.v1
2311.12202 v2

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 2026-08-07T13:59:47.216966Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-20T06:33:05.627366Z

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 5b91ab89-ff8a-4ec7-9ef9-aa56f658e358 · 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 Nepotistically Trained Generative-AI Models Collapse

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-07T13:59:47.216966Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:59:47.216966Z digest=sha256:32a062e9bc47764cf095c52745cbc33abf594f102523b85a6988deb32a765d31

Observation c2c3c300-fdf4-42da-900d-8ca8cf0fb3ad · inbound

Drift and selection in LLM text ecosystems cites this paper.

Drift and selection in LLM text ecosystems Nepotistically Trained Generative-AI Models Collapse

Reference 3

Resolution
verified exact
arxiv_id, observed 2026-05-15T11:55:33.581819Z

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=2026-05-15T11:50:54.425924Z digest=sha256:cf34be7996da05ce4da6bbd7e04614b794701c1d50ec238f74bb5d34ef3e2581

Observation 0d4332d3-f9b5-4855-946f-92b644c90ccb · inbound

Filter Babel: The Challenge of Synthetic Media to Authenticity and Common Ground in AI-Mediated Communication cites this paper.

Filter Babel: The Challenge of Synthetic Media to Authenticity and Common Ground in AI-Mediated Communication Nepotistically Trained Generative-AI Models Collapse

Reference 5

Resolution
verified exact
arxiv_id, observed 2026-05-10T08:22:37.661835Z

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=2026-05-10T08:12:51.161822Z digest=sha256:26c7894912591c820efbc621c7f83e2733c4d8c9d2a0b16d6bf3b36cbc44c4d0

Observation e1f0b79d-8922-4b9e-80af-813b3157a14c · inbound

When Does Model Collapse Occur in Structured Interactive Learning? cites this paper.

When Does Model Collapse Occur in Structured Interactive Learning? Nepotistically Trained Generative-AI Models Collapse

Reference 39

Resolution
verified exact
arxiv_id, observed 2026-05-20T06:33:05.629188Z

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=arxiv_source observed=2026-05-20T06:31:36.248669Z digest=sha256:c0d4809c207335759e218aa86205f15176dda0bd193ffc6826ed7b35d0a45a67

Observation 84029c0c-3eb1-4a2e-b824-d850d3b17922 · inbound

Optimal Self-Distillation for Rectified Flow via Linear Probing cites this paper.

Optimal Self-Distillation for Rectified Flow via Linear Probing Nepotistically Trained Generative-AI Models Collapse

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-02T00:41:46.707743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T00:41:46.707743Z digest=sha256:c966c86c95bf5cbf67012624f3119f5185c480b98cff61f41b70fdeee5cd05cd