Paper Citation Record · LEDGER

Accelerating AI Development with Cyber Arenas

As of 7 August 2026, this Paper Citation Record lists 8 of 8 outbound references and 0 inbound Pith citation observations for arXiv:2509.08200.

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

pith.paper-citation-record.v1
2509.08200 v1

Coverage vector

measured 8 of 8 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T21:08:22.257257Z

measured 8 of 8 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

8 of 8 outbound references displayed

verified exact0
verified fuzzy4
unresolved4
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 047c72a6-c651-4e2f-9b82-2a5d060400a2 · outbound

This paper cites Karjalainen and T.

Accelerating AI Development with Cyber Arenas Karjalainen and T

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T21:08:23.737585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation da1352bf-a76f-4c10-9bec-ef370249ba56 · outbound

This paper cites Flournoy, A.

Accelerating AI Development with Cyber Arenas Flournoy, A

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T21:08:23.515882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f1de848f-0948-4aac-8287-90fd4fd0b3f5 · outbound

This paper cites Ding, ``Machine failing: How systems acquisition and software development flaws contribute to military accidents,'' Texas National Security Review , vol.

Accelerating AI Development with Cyber Arenas Ding, ``Machine failing: How systems acquisition and software development flaws contribute to military accidents,'' Texas National Security Review , vol

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T21:08:23.348764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e97d4fc4-0976-4d0c-bba9-fcffa033c9ca · outbound

This paper cites an unresolved cited work.

Accelerating AI Development with Cyber Arenas Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-04T21:08:23.183595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2b269d2b-9c69-4a5e-8834-ac1bf364c6d4 · outbound

This paper cites an unresolved cited work.

Accelerating AI Development with Cyber Arenas Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-04T21:08:22.914869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3ac072f3-e013-45b5-b7c7-2318d585ee0d · outbound

This paper cites an unresolved cited work.

Accelerating AI Development with Cyber Arenas Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-04T21:08:22.789331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2364902e-55ae-4d6d-b7cd-476d489e2431 · outbound

This paper cites Jananthan et al.

Accelerating AI Development with Cyber Arenas Jananthan et al

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T21:08:22.655896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ce7afb94-bb7c-449a-b9ee-f9f0d36b05b8 · outbound

This paper cites an unresolved cited work.

Accelerating AI Development with Cyber Arenas Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T21:08:22.257257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.