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Paper Citation Record · LEDGER

Risks and Opportunities of Open-Source Generative AI

As of 17 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 10 inbound Pith citation observations for arXiv:2405.08597.

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

pith.paper-citation-record.v1
2405.08597 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 10 of 10 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 10 of 10 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:30:47.220646Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

8
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation d62a1266-6221-4747-8e34-536b2dd347f2 · inbound

AI Safety Landscape for Large Language Models: Taxonomy, State-of-the-art, and Future Directions cites this paper.

AI Safety Landscape for Large Language Models: Taxonomy, State-of-the-art, and Future Directions Risks and Opportunities of Open-Source Generative AI

Reference 196

Resolution
verified exact
arxiv_id, observed 2026-05-23T21:55:49.964108Z

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.

source=pdf_text observed=2026-05-23T21:54:26.670284Z digest=sha256:5f1959cdf78b146c78f7997156aa0eb3bd6c073d1c7edfa2132d83a05a30d851

Observation d1c06d48-4b59-4453-9cbd-1b283d3089af · inbound

AlignGuard: Scalable Safety Alignment for Text-to-Image Generation cites this paper.

AlignGuard: Scalable Safety Alignment for Text-to-Image Generation Risks and Opportunities of Open-Source Generative AI

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-11T15:57:55.276075Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T15:57:55.276075Z digest=sha256:d7c80eca02718380eb92259c568e609808d71477cf315b9ce08d9a983e939c34

Observation f01343b9-0ad7-4d7e-b2cf-56efec6cf36d · inbound

AI Governance through Markets cites this paper.

AI Governance through Markets Risks and Opportunities of Open-Source Generative AI

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-10T04:36:43.891444Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T04:36:43.891444Z digest=sha256:4e1a4a71dc7318273f984a775fe98df28625afdbee565a44efc92a886a5f964f

Observation b45cc8d8-2633-4ab6-97f6-68360cc912e4 · inbound

Heterogeneous Image GNN: Graph-Conditioned Diffusion for Image Synthesis cites this paper.

Heterogeneous Image GNN: Graph-Conditioned Diffusion for Image Synthesis Risks and Opportunities of Open-Source Generative AI

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-09T15:47:24.433952Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T15:47:24.433952Z digest=sha256:a766f2bec0ad3a43ee6070fb4d4120af89fc435fb902e9f626608e8a7a5f0906

Observation 67946cc4-375f-431c-8459-f85ec34fec52 · inbound

Bare Minimum Mitigations for Autonomous AI Development cites this paper.

Bare Minimum Mitigations for Autonomous AI Development Risks and Opportunities of Open-Source Generative AI

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-16T11:30:47.220646Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T11:30:47.220646Z digest=sha256:ecb3caed718f56ae043dc50c19b7efddb949cff6658eecf0d74305e5119967ac

Observation d55442bc-b04d-41e1-8030-b65a978682db · inbound

Opening the Scope of Openness in AI cites this paper.

Opening the Scope of Openness in AI Risks and Opportunities of Open-Source Generative AI

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-15T22:45:02.270391Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:45:02.270391Z digest=sha256:3fce55de49970bf668d3d3da2254707902cde75d647a1919e86a99866b980cb3

Observation b7eec6f9-ce5f-4eb4-b4c0-31a32e5018a1 · inbound

Red Teaming AI Policy: A Taxonomy of Avoision and the EU AI Act cites this paper.

Red Teaming AI Policy: A Taxonomy of Avoision and the EU AI Act Risks and Opportunities of Open-Source Generative AI

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-07T11:35:22.076635Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:35:22.076635Z digest=sha256:a1cf892db44135bdb27868a58ff2edee95ae523b42de85880858d1547f6ae798

Observation 6efd0ed3-d4c5-4af7-a57a-82b149056162 · inbound

MusGO: A Community-Driven Framework For Assessing Openness in Music-Generative AI cites this paper.

MusGO: A Community-Driven Framework For Assessing Openness in Music-Generative AI Risks and Opportunities of Open-Source Generative AI

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-06T20:09:33.756415Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:09:33.756415Z digest=sha256:b1bf9c90878b8dd8c59b8f058767f36135da10ed7fe232d6d817057f584a07ab

Observation 268d5d58-7faa-4ef3-9da7-b4d26a82f7ab · inbound

Framing Instability in LLM Ethical Stance: Auditing Negation Sensitivity in Moral Dilemmas cites this paper.

Framing Instability in LLM Ethical Stance: Auditing Negation Sensitivity in Moral Dilemmas Risks and Opportunities of Open-Source Generative AI

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-03T07:03:12.486049Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T07:03:12.486049Z digest=sha256:60a3214460443d20137d1d139c812620964b92dff283fd36f71268ab6d260252

Observation e42ce40c-7482-44bf-9610-28779bdadf59 · inbound

Next-Billion AI Index: The compass for AI utility and adoption in the global majority cites this paper.

Next-Billion AI Index: The compass for AI utility and adoption in the global majority Risks and Opportunities of Open-Source Generative AI

Reference 91

Resolution
verified exact
arxiv_id, observed 2026-06-28T19:42:35.712912Z

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.

source=arxiv_source observed=2026-06-28T19:41:14.664207Z digest=sha256:7987974804c52e966e119bc88e2c46e182a72b5d0f68cd986f02582e0ad52019