Paper Citation Record · LEDGER

Ethical Considerations for the Military Use of Artificial Intelligence in Visual Reconnaissance

As of 12 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 0 inbound Pith citation observations for arXiv:2502.03376.

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

pith.paper-citation-record.v1
2502.03376 v1

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T05:01:56.756710Z

measured 25 of 25 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+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

25 of 25 outbound references displayed

verified exact1
verified fuzzy21
unresolved3
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 35eee384-a8d8-47c3-a17a-1c4527c36b12 · outbound

This paper cites Autonomous weapon systems and jus ad bellum.

Ethical Considerations for the Military Use of Artificial Intelligence in Visual Reconnaissance Autonomous weapon systems and jus ad bellum

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:01:57.190297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation c0d29570-2155-44a3-b77f-f87098cd984a · outbound

This paper cites Master and servant - defense ai in Germany.

Ethical Considerations for the Military Use of Artificial Intelligence in Visual Reconnaissance Master and servant - defense ai in Germany

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:01:57.175320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 2bc7fbd9-f035-44c1-b80c-6d512e08b0fd · outbound

This paper cites Trajectory-based pattern of life analysis.

Ethical Considerations for the Military Use of Artificial Intelligence in Visual Reconnaissance Trajectory-based pattern of life analysis

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:01:57.159978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation b64dafb6-f7c1-4418-8873-48e168e35427 · outbound

This paper cites Responsible Artificial Intelligence Strategy and Implementation Pathway.

Ethical Considerations for the Military Use of Artificial Intelligence in Visual Reconnaissance Responsible Artificial Intelligence Strategy and Implementation Pathway

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:01:57.144731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation cd0ca121-e99e-46f3-ad9c-22284a054072 · outbound

This paper cites AI Principles: Recommendations on the Ethical Use of Artificial Intelligence by the Department of Defense.

Ethical Considerations for the Military Use of Artificial Intelligence in Visual Reconnaissance AI Principles: Recommendations on the Ethical Use of Artificial Intelligence by the Department of Defense

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:01:57.129261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 50042d95-c591-43cc-801e-a83b90c9d3ec · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

Ethical Considerations for the Military Use of Artificial Intelligence in Visual Reconnaissance An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-09T05:01:56.660290Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4be4c18a-0e2a-4352-8a72-cba2a30580a0 · outbound

This paper cites Rise of Artificial Intelligence in Military Weapons Systems, 2020.

Ethical Considerations for the Military Use of Artificial Intelligence in Visual Reconnaissance Rise of Artificial Intelligence in Military Weapons Systems, 2020

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:01:57.112974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 97f0a8b4-de01-4eae-85f7-830b634a6e86 · outbound

This paper cites A Survey on Retrieval-Augmented Text Generation.

Ethical Considerations for the Military Use of Artificial Intelligence in Visual Reconnaissance A Survey on Retrieval-Augmented Text Generation

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-09T05:01:56.673634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14390929-4be2-49a8-9671-08f538dcbe8a · outbound

This paper cites For the sake of privacy: Skeleton-based salient behavior recognition.

Ethical Considerations for the Military Use of Artificial Intelligence in Visual Reconnaissance For the sake of privacy: Skeleton-based salient behavior recognition

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:01:57.097314Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation a606e46f-a91e-4234-943e-77009c5c62de · outbound

This paper cites Artificial Intelligence: the global landscape of ethics guidelines.

Ethical Considerations for the Military Use of Artificial Intelligence in Visual Reconnaissance Artificial Intelligence: the global landscape of ethics guidelines

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-08-09T05:01:56.801703Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation a32fd3a1-43f7-4e17-9624-1c0e7d7f8c0d · outbound

This paper cites A transformer-based late-fusion mechanism for fine- grained object recognition in videos.

Ethical Considerations for the Military Use of Artificial Intelligence in Visual Reconnaissance A transformer-based late-fusion mechanism for fine- grained object recognition in videos

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:01:57.080893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 7c2238fd-c6c8-4bab-9e95-a2451c1e008d · outbound

This paper cites Applying Knowledge-Based Reasoning for Information Fusion in Intelligence, Surveillance, and Reconnaissance.

Ethical Considerations for the Military Use of Artificial Intelligence in Visual Reconnaissance Applying Knowledge-Based Reasoning for Information Fusion in Intelligence, Surveillance, and Reconnaissance

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:01:57.063962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 411ce9e8-e968-452a-bd13-e9ad84c6ba80 · outbound

This paper cites A unified approach to interpreting model predictions.

Ethical Considerations for the Military Use of Artificial Intelligence in Visual Reconnaissance A unified approach to interpreting model predictions

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:01:57.045957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 5cb320cd-f257-475c-9f0b-54b229bb4871 · outbound

This paper cites A benchmark for deep learning based object detection in maritime environments.

Ethical Considerations for the Military Use of Artificial Intelligence in Visual Reconnaissance A benchmark for deep learning based object detection in maritime environments

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:01:57.026474Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 19b7e1a3-2232-45a6-9d91-77d5377a10d0 · outbound

This paper cites Summary of the NATO Artificial Intelligence Strategy.

Ethical Considerations for the Military Use of Artificial Intelligence in Visual Reconnaissance Summary of the NATO Artificial Intelligence Strategy

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:01:57.010573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 1784491c-8732-44f5-9e85-f276a6fe34b6 · outbound

This paper cites RISE: Randomized input sampling for explanation of black- box models.

Ethical Considerations for the Military Use of Artificial Intelligence in Visual Reconnaissance RISE: Randomized input sampling for explanation of black- box models

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:01:56.994627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 782e305c-c83b-4c6c-a914-f4e058a61f8e · outbound

This paper cites Video processing from electro-optical sensors for object detection and tracking in a maritime environment: A survey.

Ethical Considerations for the Military Use of Artificial Intelligence in Visual Reconnaissance Video processing from electro-optical sensors for object detection and tracking in a maritime environment: A survey

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:01:56.978491Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation f29a8f9c-f5f9-4f19-b12f-69f976a4d9d2 · outbound

This paper cites Grad-cam: Visual explanations from deep networks via gradient-based localization.

Ethical Considerations for the Military Use of Artificial Intelligence in Visual Reconnaissance Grad-cam: Visual explanations from deep networks via gradient-based localization

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-09T05:01:56.723110Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e89f1d0-4c0a-4ae4-8dc9-fcedf45c16f5 · outbound

This paper cites Appearance and motion based persistent multiple object tracking in wide area motion imagery.

Ethical Considerations for the Military Use of Artificial Intelligence in Visual Reconnaissance Appearance and motion based persistent multiple object tracking in wide area motion imagery

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:01:56.951248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 18c1973f-fa1d-47d9-b6b9-b896b946864c · outbound

This paper cites A survey on moving object detection for wide area motion imagery.

Ethical Considerations for the Military Use of Artificial Intelligence in Visual Reconnaissance A survey on moving object detection for wide area motion imagery

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:01:56.933751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 5b92e005-dc95-4df4-93ee-baa819177d05 · outbound

This paper cites A comprehensive analysis of modern object detection methods for maritime vessel detection.

Ethical Considerations for the Military Use of Artificial Intelligence in Visual Reconnaissance A comprehensive analysis of modern object detection methods for maritime vessel detection

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:01:56.916007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation e6411217-7355-4341-adb7-51aacd107409 · outbound

This paper cites Accepting Moral Responsibility for the Actions of Autonomous Weapons Systems—a Moral Gambit.

Ethical Considerations for the Military Use of Artificial Intelligence in Visual Reconnaissance Accepting Moral Responsibility for the Actions of Autonomous Weapons Systems—a Moral Gambit

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:01:56.899930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation b04a9e17-84be-444a-8e17-c02b2fac8054 · outbound

This paper cites Ethical Principles for Artificial Intelligence in National Defence.

Ethical Considerations for the Military Use of Artificial Intelligence in Visual Reconnaissance Ethical Principles for Artificial Intelligence in National Defence

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:01:56.884611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation f5ada154-e68e-40b0-afb2-de1f4c5350c0 · outbound

This paper cites FCOS: Fully Convolutional One-Stage Object Detection.

Ethical Considerations for the Military Use of Artificial Intelligence in Visual Reconnaissance FCOS: Fully Convolutional One-Stage Object Detection

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:01:56.868002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 570dc090-2bb0-40c9-a0fc-383c2270114f · outbound

This paper cites ATR Algorithm Development Image Database.

Ethical Considerations for the Military Use of Artificial Intelligence in Visual Reconnaissance ATR Algorithm Development Image Database

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:01:56.852588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Pith citing papers

No inbound Pith citation observations are available.