Paper Citation Record · LEDGER

Characterizing Visual Accessibility Issues in AI Developer Tools: An Empirical Study

As of 13 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 0 inbound Pith citation observations for arXiv:2608.05116.

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

pith.paper-citation-record.v1
2608.05116 v1

Coverage vector

measured 50 of 50 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T05:02:16.298746Z

measured 50 of 50 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+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

50 of 50 outbound references displayed

verified exact1
verified fuzzy5
unresolved44
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ef8245aa-c07a-4621-96a5-aac5d14b4fe7 · outbound

This paper cites I look at it as the king of knowledge.

Characterizing Visual Accessibility Issues in AI Developer Tools: An Empirical Study I look at it as the king of knowledge

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:02:17.412751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d8ca1ef1-f711-43bd-b8dc-45d3d8d382d6 · outbound

This paper cites an unresolved cited work.

Characterizing Visual Accessibility Issues in AI Developer Tools: An Empirical Study Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T05:02:12.255174Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 082e14e9-c779-4bf2-9735-a3a19c162770 · outbound

This paper cites an unresolved cited work.

Characterizing Visual Accessibility Issues in AI Developer Tools: An Empirical Study Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:02:17.381326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 2c13184b-e44e-4e8a-aca6-67c54214284e · outbound

This paper cites an unresolved cited work.

Characterizing Visual Accessibility Issues in AI Developer Tools: An Empirical Study Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:02:17.366613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 375fc1be-1a8b-4e58-be18-f1907996cb31 · outbound

This paper cites an unresolved cited work.

Characterizing Visual Accessibility Issues in AI Developer Tools: An Empirical Study Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:02:17.352098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ca1ff8a1-fcfd-4482-b491-2765d3c046ef · outbound

This paper cites an unresolved cited work.

Characterizing Visual Accessibility Issues in AI Developer Tools: An Empirical Study Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:02:17.338561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation fcc100f4-59bf-4f96-bced-4215e060713e · outbound

This paper cites an unresolved cited work.

Characterizing Visual Accessibility Issues in AI Developer Tools: An Empirical Study Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:02:17.312329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 7b3170da-dd55-423a-98c3-37faa7b0a70f · outbound

This paper cites an unresolved cited work.

Characterizing Visual Accessibility Issues in AI Developer Tools: An Empirical Study Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:02:17.298524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 2c95acc6-2396-4c7a-9517-d19d0836c80b · outbound

This paper cites an unresolved cited work.

Characterizing Visual Accessibility Issues in AI Developer Tools: An Empirical Study Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T05:02:13.000751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14a7d3b1-2246-429b-8046-0e07b8d4c569 · outbound

This paper cites an unresolved cited work.

Characterizing Visual Accessibility Issues in AI Developer Tools: An Empirical Study Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T05:02:13.053728Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9a8a4e8-4154-4539-b3eb-0aff95ff5b52 · outbound

This paper cites an unresolved cited work.

Characterizing Visual Accessibility Issues in AI Developer Tools: An Empirical Study Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:02:17.267631Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 2bc35309-2753-468b-ac3c-a2cfa2892d4a · outbound

This paper cites Game Changer.

Characterizing Visual Accessibility Issues in AI Developer Tools: An Empirical Study Game Changer

Reference 12

Resolution: verified exact; raw_fallback, observed 2026-08-06T05:02:16.706938Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d271ed0f-7f0b-4457-9b00-f055f1fd6475 · outbound

This paper cites Qiu, Arran Zeyu Wang, Zilong Wang, and Yuqing Yang.

Characterizing Visual Accessibility Issues in AI Developer Tools: An Empirical Study Qiu, Arran Zeyu Wang, Zilong Wang, and Yuqing Yang

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:02:17.254611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 2e7d0f4e-d970-4197-ab2c-51107eb62b2e · outbound

This paper cites an unresolved cited work.

Characterizing Visual Accessibility Issues in AI Developer Tools: An Empirical Study Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:02:17.226552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 4e91e49d-ccf6-4921-b58b-967d5656e204 · outbound

This paper cites an unresolved cited work.

Characterizing Visual Accessibility Issues in AI Developer Tools: An Empirical Study Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:02:17.212917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 5df595eb-2771-4aab-9f71-5779ffad761c · outbound

This paper cites an unresolved cited work.

Characterizing Visual Accessibility Issues in AI Developer Tools: An Empirical Study Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:02:17.199705Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 4da106d8-3558-469d-9a2d-2edd7c35dad2 · outbound

This paper cites an unresolved cited work.

Characterizing Visual Accessibility Issues in AI Developer Tools: An Empirical Study Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:02:17.186577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 2dc2d4f2-9d63-4758-a6ba-bad303a1518e · outbound

This paper cites an unresolved cited work.

Characterizing Visual Accessibility Issues in AI Developer Tools: An Empirical Study Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:02:17.172373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ce80aa83-03b9-46f8-9c23-9d76a7448792 · outbound

This paper cites an unresolved cited work.

Characterizing Visual Accessibility Issues in AI Developer Tools: An Empirical Study Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:02:17.156799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation cf51ac68-0c6c-41a1-8bf4-1751659a4c22 · outbound

This paper cites an unresolved cited work.

Characterizing Visual Accessibility Issues in AI Developer Tools: An Empirical Study Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:02:17.143341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ea4342b4-daec-4ecf-91e3-5910caee1668 · outbound

This paper cites an unresolved cited work.

Characterizing Visual Accessibility Issues in AI Developer Tools: An Empirical Study Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:02:17.129522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 0d8e71b4-7b78-45a5-b46b-17516729debc · outbound

This paper cites BERTopic: Neural topic modeling with a class-based TF-IDF procedure.

Characterizing Visual Accessibility Issues in AI Developer Tools: An Empirical Study BERTopic: Neural topic modeling with a class-based TF-IDF procedure

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T05:02:13.934369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a61d2db6-6f25-40c4-b325-0fe5b1c8fb80 · outbound

This paper cites an unresolved cited work.

Characterizing Visual Accessibility Issues in AI Developer Tools: An Empirical Study Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:02:17.115655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation a32dc1ca-5a1f-4131-b52d-1155e18872b9 · outbound

This paper cites an unresolved cited work.

Characterizing Visual Accessibility Issues in AI Developer Tools: An Empirical Study Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:02:17.101935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 0c8b2d92-95f2-44d9-8516-89ecf8252fb9 · outbound

This paper cites an unresolved cited work.

Characterizing Visual Accessibility Issues in AI Developer Tools: An Empirical Study Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T05:02:14.214037Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a299e2f2-e082-406b-92c3-4283fb9b729d · outbound

This paper cites an unresolved cited work.

Characterizing Visual Accessibility Issues in AI Developer Tools: An Empirical Study Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T05:02:14.295763Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1200d1d1-48b9-40b1-a119-eff7a45d5ca6 · outbound

This paper cites an unresolved cited work.

Characterizing Visual Accessibility Issues in AI Developer Tools: An Empirical Study Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T05:02:14.406811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation afa4b322-c0e2-4374-ade9-306a4c9ef02d · outbound

This paper cites an unresolved cited work.

Characterizing Visual Accessibility Issues in AI Developer Tools: An Empirical Study Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:02:17.058917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation eeb67228-c6c3-4100-b282-7d20bb67f471 · outbound

This paper cites an unresolved cited work.

Characterizing Visual Accessibility Issues in AI Developer Tools: An Empirical Study Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:02:17.045027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 6d44525b-bf84-49de-a987-264a3e6c54d3 · outbound

This paper cites an unresolved cited work.

Characterizing Visual Accessibility Issues in AI Developer Tools: An Empirical Study Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:02:17.029531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation fa544616-2a72-481e-8ed8-fcc9ec03a871 · outbound

This paper cites an unresolved cited work.

Characterizing Visual Accessibility Issues in AI Developer Tools: An Empirical Study Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:02:17.014761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation a4fef0be-4e80-43d8-a6fe-40ba702b1328 · outbound

This paper cites an unresolved cited work.

Characterizing Visual Accessibility Issues in AI Developer Tools: An Empirical Study Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:02:16.999162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e9d518f1-75e9-4070-904e-f6e16e3713ab · outbound

This paper cites an unresolved cited work.

Characterizing Visual Accessibility Issues in AI Developer Tools: An Empirical Study Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:02:16.983568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation c3d2ca3f-a31c-45c5-baca-71060edcf313 · outbound

This paper cites an unresolved cited work.

Characterizing Visual Accessibility Issues in AI Developer Tools: An Empirical Study Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:02:16.969770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ae4fcdef-347e-4f4a-9861-efbea8e8cf9c · outbound

This paper cites an unresolved cited work.

Characterizing Visual Accessibility Issues in AI Developer Tools: An Empirical Study Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:02:16.954641Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 9f54787c-41b1-4551-b8bb-8a5d57176df3 · outbound

This paper cites The Impact of AI on Developer Productivity: Evidence from GitHub Copilot.

Characterizing Visual Accessibility Issues in AI Developer Tools: An Empirical Study The Impact of AI on Developer Productivity: Evidence from GitHub Copilot

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-06T05:02:15.286898Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df3c23b2-d712-4958-b388-361170bc6044 · outbound

This paper cites an unresolved cited work.

Characterizing Visual Accessibility Issues in AI Developer Tools: An Empirical Study Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:02:16.923945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 57005f99-beb7-45a5-95c4-cc837337033d · outbound

This paper cites an unresolved cited work.

Characterizing Visual Accessibility Issues in AI Developer Tools: An Empirical Study Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-06T05:02:15.405383Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec1dd48f-fd20-4c6e-be94-997c6fd08db1 · outbound

This paper cites In2025 IEEE International Con- ference on Collaborative Advances in Software and COmputiNg (CASCON).

Characterizing Visual Accessibility Issues in AI Developer Tools: An Empirical Study In2025 IEEE International Con- ference on Collaborative Advances in Software and COmputiNg (CASCON)

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:02:16.939681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 1036d35f-6e6d-41f1-8d32-d122adf7529e · outbound

This paper cites an unresolved cited work.

Characterizing Visual Accessibility Issues in AI Developer Tools: An Empirical Study Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:02:16.885941Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 8e99dd94-187d-4f0c-8746-14170f82f159 · outbound

This paper cites an unresolved cited work.

Characterizing Visual Accessibility Issues in AI Developer Tools: An Empirical Study Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:02:16.872305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 32c65adc-ebd2-4874-aba2-04909ffd2a9c · outbound

This paper cites an unresolved cited work.

Characterizing Visual Accessibility Issues in AI Developer Tools: An Empirical Study Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:02:16.857009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 9390ce71-2c85-4cb9-8120-3270d3873abe · outbound

This paper cites an unresolved cited work.

Characterizing Visual Accessibility Issues in AI Developer Tools: An Empirical Study Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:02:16.899337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 41b467bd-d3d2-4131-afc9-314005ffd77d · outbound

This paper cites an unresolved cited work.

Characterizing Visual Accessibility Issues in AI Developer Tools: An Empirical Study Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:02:16.824858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 48571770-3a3a-4df1-a365-9ace56e4709e · outbound

This paper cites an unresolved cited work.

Characterizing Visual Accessibility Issues in AI Developer Tools: An Empirical Study Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:02:16.810562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ecb6e22c-4563-4a0d-a956-98cc605b28a9 · outbound

This paper cites an unresolved cited work.

Characterizing Visual Accessibility Issues in AI Developer Tools: An Empirical Study Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:02:16.796466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 026564ba-d6b9-46de-a52c-d2071833db82 · outbound

This paper cites an unresolved cited work.

Characterizing Visual Accessibility Issues in AI Developer Tools: An Empirical Study Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-08-06T05:02:16.839236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 3d40620f-8e9e-4273-bfe7-ddfe27235077 · outbound

This paper cites In 2022 7th international conference on data science and machine learning applications (CDMA).

Characterizing Visual Accessibility Issues in AI Developer Tools: An Empirical Study In 2022 7th international conference on data science and machine learning applications (CDMA)

Reference 2022

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:02:17.325568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 4b4c9a20-2ddf-4222-91e5-8347168feddd · outbound

This paper cites In2025 IEEE/ACM 22nd International Conference on Mining Software Repositories (MSR).

Characterizing Visual Accessibility Issues in AI Developer Tools: An Empirical Study In2025 IEEE/ACM 22nd International Conference on Mining Software Repositories (MSR)

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-06T05:02:12.331273Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba055241-82f7-480f-aeb3-c3d53bf6d490 · outbound

This paper cites InProceedings of the 2026 CHI Conference on Human Factors in Computing Systems.

Characterizing Visual Accessibility Issues in AI Developer Tools: An Empirical Study InProceedings of the 2026 CHI Conference on Human Factors in Computing Systems

Reference 2026

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T05:02:17.240042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Pith citing papers

No inbound Pith citation observations are available.