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Paper Citation Record · LEDGER

Understanding Design Fixation in Generative AI

As of 19 August 2026, this Paper Citation Record lists 77 of 77 outbound references and 3 inbound Pith citation observations for arXiv:2502.05870.

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

pith.paper-citation-record.v1
2502.05870 v1

Coverage vector

measured 77 of 77 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T17:40:41.206164Z

measured 80 of 80 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-14T14:28:29.626547Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T03:37:35.935675Z

Reference resolution

77 of 77 outbound references displayed

  • verified exact1
  • verified fuzzy1
  • unresolved75
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1385831a-b404-42bd-90f7-13f2f6b0c677 · outbound

This paper cites an unresolved cited work.

Understanding Design Fixation in Generative AI Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-08T17:40:42.063450Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T17:40:40.910260Z digest=sha256:93e4db0693decfec9718416273d45fe4ea9f56a4095990854b38cffbfa6104c5

Observation f774e596-f032-4a3c-8ddd-1fac7e1b5a44 · outbound

This paper cites an unresolved cited work.

Understanding Design Fixation in Generative AI Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-08T17:40:42.051943Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T17:40:40.915147Z digest=sha256:386b7ad1e596397b53f307d1c920205694f0d68d42bac7955b6448c567ae5e59

Observation fc3e31b8-ed17-42a3-9e05-3c72e8416681 · outbound

This paper cites an unresolved cited work.

Understanding Design Fixation in Generative AI Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-08T17:40:42.039833Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T17:40:40.919434Z digest=sha256:96b700fa39a0dbb165242a8567e308945e832dc3e0d89d8f7cc88250da12030b

Observation 6483df4b-5843-4660-9bba-5d0af40ac4d0 · outbound

This paper cites an unresolved cited work.

Understanding Design Fixation in Generative AI Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-08T17:40:42.028074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T17:40:40.923513Z digest=sha256:eda4c74d66ec7c32d4d47185f0600a591364945aebe2aab5911fc681a30a0289

Observation 0fa6520d-ee00-41b8-92bd-9e7936a00010 · outbound

This paper cites an unresolved cited work.

Understanding Design Fixation in Generative AI Unresolved cited work

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-08T17:40:40.927950Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T17:40:40.927950Z digest=sha256:edcb3d2231bf44fb93dd9d0765292464a9b1d81a2755e5042acbcf2dc56e8945

Observation eafafd69-fc50-44df-8222-90ea1485c682 · outbound

This paper cites an unresolved cited work.

Understanding Design Fixation in Generative AI Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-08T17:40:42.006293Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T17:40:40.932318Z digest=sha256:c22901933e7d07db53b4f2ce159d2c499de397e5f89287ef342705957323dcdb

Observation da5b4843-c404-46b6-8535-d375b8399ce1 · outbound

This paper cites an unresolved cited work.

Understanding Design Fixation in Generative AI Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-08T17:40:41.994420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T17:40:40.937115Z digest=sha256:7b384a269f37936c6dd13902a5411b235e25ef18c731e21e3d86ee44de7d5257

Observation 1df88e85-d543-4583-ae5c-419442b8a913 · outbound

This paper cites Language Models are Few-Shot Learners.

Understanding Design Fixation in Generative AI Language Models are Few-Shot Learners

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-08T17:40:40.941104Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T17:40:40.941104Z digest=sha256:2b0027e8d2edd21cf8a9635ca0c324e393ba7dc53e6012977ca43298e60c4e97

Observation 501d0312-9971-47b2-9cf2-09d96a6823ba · outbound

This paper cites an unresolved cited work.

Understanding Design Fixation in Generative AI Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-08T17:40:41.981995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T17:40:40.945558Z digest=sha256:2f860d459afe0265026cc9794b03a4b45c58b5cac061a5e4c3a381ad9207334e

Observation 35547cc4-1fa8-4d17-b6dc-218e7714316c · outbound

This paper cites an unresolved cited work.

Understanding Design Fixation in Generative AI Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-08T17:40:41.970115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T17:40:40.949696Z digest=sha256:395e9f024d900cd579aaea63e6cd321a31c8fb023b3f5b0e59728e1ca2a170ae

Observation 0d5bc149-e882-4132-a294-9fbffbfe32a7 · outbound

This paper cites an unresolved cited work.

Understanding Design Fixation in Generative AI Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-08T17:40:41.958375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T17:40:40.953488Z digest=sha256:27e7dd1cba0e331df3df38913b0588208b3f69475d4dc596ba38cc0b89875cb4

Observation 7df01f38-a1bf-4b40-97de-9109e91319e2 · outbound

This paper cites an unresolved cited work.

Understanding Design Fixation in Generative AI Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-08T17:40:41.945537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T17:40:40.957173Z digest=sha256:0708b12307c5bf45ad70990b2ceac1a32d4d0729567daa5bb38bee41da796d1a

Observation 3695ee96-6c1f-4f78-86c6-201662c9bffd · outbound

This paper cites an unresolved cited work.

Understanding Design Fixation in Generative AI Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-08T17:40:41.932800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T17:40:40.960969Z digest=sha256:14475ec5669eefc6ef0bc394ef7025ce2db931700f4f1877deecf1beea4614f5

Observation 5f56486a-9a04-45b2-8a79-8f97edfcb090 · outbound

This paper cites an unresolved cited work.

Understanding Design Fixation in Generative AI Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-08T17:40:41.920870Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T17:40:40.964746Z digest=sha256:0d5291abb8337d88abe1ef406e841ace2c349ac9fdc2360ffe7411a4eb7f2853

Observation a1e46466-954e-4ee1-b336-f8e0bef7231c · outbound

This paper cites an unresolved cited work.

Understanding Design Fixation in Generative AI Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-08T17:40:41.909984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T17:40:40.968806Z digest=sha256:40633369c9875ea7f25defdd8c0ad710627dc4ef9ecc4d9deb575618bf335db7

Observation 1c26d02f-8ccf-493f-af7c-39bfa919867d · outbound

This paper cites an unresolved cited work.

Understanding Design Fixation in Generative AI Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-08T17:40:41.898349Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T17:40:40.972656Z digest=sha256:33822470282a459de0cd46040ffc8d327d0a64d2bf1287463dcaeddd4b7ee0f4

Observation 211e1fce-4874-4684-86cd-dea2d4997670 · outbound

This paper cites an unresolved cited work.

Understanding Design Fixation in Generative AI Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-08T17:40:41.886284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T17:40:40.976429Z digest=sha256:535fe2748dfdbf6c9958222c96fcdfc67ab93f3d58423c6d489c826b761cdeb8

Observation 0c698faf-e286-493f-bca9-f21226b00b43 · outbound

This paper cites an unresolved cited work.

Understanding Design Fixation in Generative AI Unresolved cited work

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-08T17:40:40.980296Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T17:40:40.980296Z digest=sha256:033a5c12cb15749e660fd8aabbcde9c817b61097cd4a49d4b16478d907ed0582

Observation 9ed7ba5a-9744-41f0-a155-cca6f3a3a9af · outbound

This paper cites an unresolved cited work.

Understanding Design Fixation in Generative AI Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-08T17:40:41.867691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T17:40:40.984375Z digest=sha256:1cbb914b98fe79ba9494ca98d0e131c32e00ea2d114aa598776547facf25653e

Observation 3d4b3ccc-24bf-42d2-b6f3-7b2ced2342df · outbound

This paper cites an unresolved cited work.

Understanding Design Fixation in Generative AI Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-08T17:40:41.855934Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T17:40:40.988047Z digest=sha256:da43e6835935af4c60d472963fe69d61befe75937e00de5a20399a1235e201e0

Observation 06fce549-3934-4ecb-97be-164acd601a42 · outbound

This paper cites an unresolved cited work.

Understanding Design Fixation in Generative AI Unresolved cited work

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-08T17:40:40.991888Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T17:40:40.991888Z digest=sha256:fe0fd05376a7ae3b9082945adbdfd025b16edb3136bbea273e5a1e53d39820c1

Observation c6917448-6c05-4d4f-8a6c-02ff1c01ef1e · outbound

This paper cites Should ChatGPT be Biased? Challenges and Risks of Bias in Large Language Models.

Understanding Design Fixation in Generative AI Should ChatGPT be Biased? Challenges and Risks of Bias in Large Language Models

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-08T17:40:40.995887Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T17:40:40.995887Z digest=sha256:4ef24ea20e6b5a470cc339c1044ff4902566ccc0161b034106145a8b64680002

Observation 1e1429d2-88cf-4b68-8c79-8b4f473214ae · outbound

This paper cites an unresolved cited work.

Understanding Design Fixation in Generative AI Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-08T17:40:41.836840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T17:40:41.000099Z digest=sha256:2986591c1b4935852b889fc118f9d86071434b40fe249adffa4a708e5a140458

Observation b09fce0c-adc5-4e64-895a-a7b025e068e4 · outbound

This paper cites an unresolved cited work.

Understanding Design Fixation in Generative AI Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-08T17:40:41.825220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T17:40:41.004525Z digest=sha256:b599ae9d439cf9ba4fe7151d07fedad85850d660db5d3a895d6e2aef7caa1528

Observation d92a7e4f-2f38-449c-a7e6-46ee5da74063 · outbound

This paper cites Interpreting CLIP's Image Representation via Text-Based Decomposition.

Understanding Design Fixation in Generative AI Interpreting CLIP's Image Representation via Text-Based Decomposition

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-08T17:40:41.008598Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T17:40:41.008598Z digest=sha256:a773f5e6fa9754e5301f2743090b2b22252893ac82beee33b6245679f5c29c01

Observation 22d061b5-32b0-405f-8449-dcc161355751 · outbound

This paper cites an unresolved cited work.

Understanding Design Fixation in Generative AI Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-08T17:40:41.813780Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T17:40:41.013520Z digest=sha256:e6efed30268b4a10536ab7fb69fb49f32348a99c944975c7b3109293d84f0574

Observation 25964860-3beb-482f-874a-0a7572faaee0 · outbound

This paper cites an unresolved cited work.

Understanding Design Fixation in Generative AI Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-08T17:40:41.801871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T17:40:41.017362Z digest=sha256:f461b5e5c5d38307e48806cd16585dbfaaaf43685165f9628d7c9d27e8721943

Observation 867295a4-3976-43e7-9440-1ba72d914ccd · outbound

This paper cites an unresolved cited work.

Understanding Design Fixation in Generative AI Unresolved cited work

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-08T17:40:41.020880Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T17:40:41.020880Z digest=sha256:17cad448c9430e13460006459f53f8501fd807d8528cd5a5b280511cdb280715

Observation 567dbf94-9b3e-475b-8bff-7fc2949b115d · outbound

This paper cites an unresolved cited work.

Understanding Design Fixation in Generative AI Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-08T17:40:41.782503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T17:40:41.024360Z digest=sha256:488ea4c586f226b3cddf2092319e40dd8ce15f8cce5912baa93e2e96f4ec4d93

Observation 23df212b-119f-4333-91f4-21be3c6e70d6 · outbound

This paper cites On the "steerability" of generative adversarial networks.

Understanding Design Fixation in Generative AI On the "steerability" of generative adversarial networks

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-08T17:40:41.027435Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T17:40:41.027435Z digest=sha256:a7e3c4a436bc79f585232a307e48b15396838aedae8b9de77df4e64863a28819

Observation 20a83913-6d91-4be7-841d-3035718d38c6 · outbound

This paper cites an unresolved cited work.

Understanding Design Fixation in Generative AI Unresolved cited work

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-08T17:40:41.030797Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T17:40:41.030797Z digest=sha256:1004381c827e0cf16a33fd855beb3469166fcde458e813236a0e19e202eb80fa

Observation ef802c85-6886-4d0f-b445-54d206b475e1 · outbound

This paper cites an unresolved cited work.

Understanding Design Fixation in Generative AI Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-08T17:40:41.763362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T17:40:41.033697Z digest=sha256:1bfc1dffeb4901f54abd2182a35d33923de49c773d8336dbd04381a413d36366

Observation 57bab6f4-4694-4217-b525-d793cc736292 · outbound

This paper cites an unresolved cited work.

Understanding Design Fixation in Generative AI Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-08T17:40:41.737374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T17:40:41.040015Z digest=sha256:743d0765207c9395799c5cd8d027b5ec18439bae622e23c738c58db0d9730709

Observation b0fb2dd0-1623-4a28-8233-2f525b0959d0 · outbound

This paper cites If the Machine Is As Good As Me, Then What Use Am I?.

Understanding Design Fixation in Generative AI If the Machine Is As Good As Me, Then What Use Am I?

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T17:40:41.725626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T17:40:41.043153Z digest=sha256:3439a02b0ec14511978c1cf4c3773947c9a214156c91564afaeab26610727bd7

Observation 27bea321-3a45-4858-83ee-86471abed13f · outbound

This paper cites an unresolved cited work.

Understanding Design Fixation in Generative AI Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-08T17:40:41.713402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T17:40:41.046350Z digest=sha256:2d2385b804a56b3a343f37311b4405aed8fb66408dfc39408a87e0f24492beae

Observation 19eb56eb-f4f6-4533-a864-9bd899c2832c · outbound

This paper cites Conversational Agents as Catalysts for Critical Thinking: Challenging Design Fixation in Group Design.

Understanding Design Fixation in Generative AI Conversational Agents as Catalysts for Critical Thinking: Challenging Design Fixation in Group Design

Reference 36

Resolution
verified exact
local_arxiv, observed 2026-08-08T17:40:41.360076Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T17:40:41.050580Z digest=sha256:ea91fe6e924b37994b40ab0695ab1272e3a2d0873d2a1bf447bfbd316f09e265

Observation e6b84c24-2e66-4a05-963e-791cbbc69bc8 · outbound

This paper cites an unresolved cited work.

Understanding Design Fixation in Generative AI Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-08T17:40:41.702305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T17:40:41.055956Z digest=sha256:8a2d07a6ad92d2508d3bbb368511f45c69e4c297d14a7c19305f22b77259fde9

Observation 2ff42827-7475-41ba-b64a-02d26c83b031 · outbound

This paper cites an unresolved cited work.

Understanding Design Fixation in Generative AI Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-08T17:40:41.691257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T17:40:41.060544Z digest=sha256:56a51a92afeaf3f76943abf4eba250929f373229390ab79c6a502a2270c10f6b

Observation dc64fd37-c186-43b0-8815-dd1b9e666526 · outbound

This paper cites an unresolved cited work.

Understanding Design Fixation in Generative AI Unresolved cited work

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-08T17:40:41.065274Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T17:40:41.065274Z digest=sha256:3b41a6174f0683cf598de63a5a8028c4483bf882800a8fa922b53b13a21e85e8

Observation a6fc2f44-0baa-4c56-b0fd-b5c426e46be0 · outbound

This paper cites an unresolved cited work.

Understanding Design Fixation in Generative AI Unresolved cited work

Reference 40

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T17:40:41.069525Z digest=sha256:7b71068c586df5d721734af495b6d2e437b6feb7bdeb34b8544207c4b02b025f

Observation 1e9fec54-9b06-4410-be1a-fd6f3443c6e5 · outbound

This paper cites an unresolved cited work.

Understanding Design Fixation in Generative AI Unresolved cited work

Reference 41

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no resolver link, observed 2026-08-08T17:40:41.073811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T17:40:41.073811Z digest=sha256:49c0b3ac7e2bf8d8905383aae0ab80e27d7c1dd52e52bad630ec7fccd3f5aa12

Observation 5e380247-4de4-4f57-b2f3-a2712ed41a1c · outbound

This paper cites an unresolved cited work.

Understanding Design Fixation in Generative AI Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-08T17:40:41.652764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T17:40:41.078162Z digest=sha256:631d643f7d02f878ecd17a7d7d1de9188a1ac8c8cff39fc35cec153b871f76be

Observation 626af474-7221-4ea9-9309-0f7871217e94 · outbound

This paper cites When ChatGPT is gone: Creativity reverts and homogeneity persists.

Understanding Design Fixation in Generative AI When ChatGPT is gone: Creativity reverts and homogeneity persists

Reference 43

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unresolved
no resolver link, observed 2026-08-08T17:40:41.082395Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-08T17:40:41.082395Z digest=sha256:b65cb15ee08de44830028f06e7be75e3b8af5aa77524977d3364cc0f66c8ffcf

Observation 670e4167-8307-494f-b3d4-aaefce1a0953 · outbound

This paper cites an unresolved cited work.

Understanding Design Fixation in Generative AI Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-08T17:40:41.641620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T17:40:41.086696Z digest=sha256:9ca403bb137754de4570b695aeea49ae72185cfe8da2744537a587fb34074095

Observation 4522b2cf-d8ff-4e73-947b-3300d6893e51 · outbound

This paper cites an unresolved cited work.

Understanding Design Fixation in Generative AI Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-08T17:40:41.630422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T17:40:41.090634Z digest=sha256:c694a773d9a58b1da6ae7ff5583643bca6aa99f6da7b1d575fbd914a3420cde2

Observation 518602bc-08ac-4fab-81b3-ff3db2ce2438 · outbound

This paper cites an unresolved cited work.

Understanding Design Fixation in Generative AI Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-08T17:40:41.618917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T17:40:41.094655Z digest=sha256:129f6177e800dd94a159d8484303e001bac8cff584c14c398a7f7aa32cd8af7a

Observation 34430946-c411-4a4c-8911-4733d3116e72 · outbound

This paper cites an unresolved cited work.

Understanding Design Fixation in Generative AI Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-08T17:40:41.607352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T17:40:41.098407Z digest=sha256:17d890c369fa38851765eadc46cde5c00914b8df8194ff495936564ef3a69fa9

Observation c08edd0f-32d1-4647-8d89-46123a310647 · outbound

This paper cites On the Challenges and Opportunities in Generative AI.

Understanding Design Fixation in Generative AI On the Challenges and Opportunities in Generative AI

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-08T17:40:41.102231Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T17:40:41.102231Z digest=sha256:1aa5afae533562d945923bb0195d909270bad48a329ecdbdb29de71ac3392a97

Observation 11b04ddd-4c03-46e8-a13b-34616cfe6944 · outbound

This paper cites an unresolved cited work.

Understanding Design Fixation in Generative AI Unresolved cited work

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-08T17:40:41.106481Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T17:40:41.106481Z digest=sha256:3d071030084d0dc26813d003e6c943f6a932d23d3b67853f9ec48711597de648

Observation dca62f79-9951-48e6-936e-ccaff422c360 · outbound

This paper cites an unresolved cited work.

Understanding Design Fixation in Generative AI Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-08T17:40:41.587882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T17:40:41.110246Z digest=sha256:ac1f82c6dfae225e223d2a953489e3115989c78e7d4f48009e1a06879c321e5e

Observation 7040454b-8f5e-4d1c-867f-164174288bae · outbound

This paper cites Does Writing with Language Models Reduce Content Diversity?.

Understanding Design Fixation in Generative AI Does Writing with Language Models Reduce Content Diversity?

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-08T17:40:41.113921Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T17:40:41.113921Z digest=sha256:71739c85f31e590740b0bbac6c0bdee2b636bba414b7379b0545677620a6091e

Observation 5dad3194-6d41-4ece-861f-1819fece0b42 · outbound

This paper cites Understanding Factuality in Abstractive Summarization with FRANK: A Benchmark for Factuality Metrics.

Understanding Design Fixation in Generative AI Understanding Factuality in Abstractive Summarization with FRANK: A Benchmark for Factuality Metrics

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-08T17:40:41.119384Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T17:40:41.119384Z digest=sha256:d71c9454d96704a502cc923a62c11b7833725c15a32a79c300f3b29c87005a3a

Observation 216435da-d0fe-481a-839a-2856efbf5ce0 · outbound

This paper cites Rome was built in 1776: A Case Study on Factual Correctness in Knowledge-Grounded Response Generation.

Understanding Design Fixation in Generative AI Rome was built in 1776: A Case Study on Factual Correctness in Knowledge-Grounded Response Generation

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-08T17:40:41.123656Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T17:40:41.123656Z digest=sha256:27e2ef054ec215644e071b2e6b2c7cba6a4be19a9f3cd3347e955c4e521b43f3

Observation f70a0152-c0fb-47bb-bb62-c9cc6ca0442f · outbound

This paper cites an unresolved cited work.

Understanding Design Fixation in Generative AI Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-08T17:40:41.576797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T17:40:41.127931Z digest=sha256:79ffb41ed1a6dd5857fcba50432d56b9513ec3e719cc39c887e80dba2c0905e4

Observation 24c97155-4a2e-48a2-9209-e9da00bc28cf · outbound

This paper cites an unresolved cited work.

Understanding Design Fixation in Generative AI Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-08T17:40:41.565635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T17:40:41.131811Z digest=sha256:87a64f1f76c6d633f230cc9ecf109450360e06b5ad0284a2e5ca60d8290a2d31

Observation dd60cc16-1d95-42a4-94d8-8a034e431510 · outbound

This paper cites an unresolved cited work.

Understanding Design Fixation in Generative AI Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-08T17:40:41.554849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T17:40:41.135539Z digest=sha256:7ad300a0baa981bb724def137e7bdd10e2cd00bc99004bed7b15764e67286dd7

Observation 487addbd-64ba-45b5-99c8-509aab255413 · outbound

This paper cites Improving the Fairness of Deep Generative Models without Retraining.

Understanding Design Fixation in Generative AI Improving the Fairness of Deep Generative Models without Retraining

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-08T17:40:41.139198Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T17:40:41.139198Z digest=sha256:835a631ed184f06e6435edaad421eb7c74e438c38ffbd93cca7c9ad8ac814906

Observation f9efa00e-431b-4fa0-8d27-88ecc20fa9e7 · outbound

This paper cites an unresolved cited work.

Understanding Design Fixation in Generative AI Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-08T17:40:41.543405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T17:40:41.142592Z digest=sha256:42869b9a66a4e25e69b20af0b66fe8c070afef7deaa70b2fcc5d53b54f06b88b

Observation 83dd268b-b1c9-42fd-89fb-092287b40aa7 · outbound

This paper cites an unresolved cited work.

Understanding Design Fixation in Generative AI Unresolved cited work

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-08T17:40:41.145795Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T17:40:41.145795Z digest=sha256:3682c047494afb27d22650e4d9ed18df3018adc0f946280b6f60f02ddb5c88c0

Observation 99fdb5f0-8ebf-41cb-8a1e-2b05019f04c0 · outbound

This paper cites an unresolved cited work.

Understanding Design Fixation in Generative AI Unresolved cited work

Reference 60

Resolution
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no resolver link, observed 2026-08-08T17:40:41.149151Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T17:40:41.149151Z digest=sha256:cd873b17f41a7a818a3b4bc3e55de34d199db30c7defbc3a9e9ddce4c13287a6

Observation c30866d9-da71-4d1f-9dac-7443ce9d4c92 · outbound

This paper cites an unresolved cited work.

Understanding Design Fixation in Generative AI Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-08T17:40:41.518327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T17:40:41.152419Z digest=sha256:1ee0af2988ca3f9389a767491b82acb6930c087d80ed374ed1140ee182b853d0

Observation fca50278-fef6-4f46-a7e0-3f1387f03888 · outbound

This paper cites an unresolved cited work.

Understanding Design Fixation in Generative AI Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-08T17:40:41.506868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T17:40:41.155450Z digest=sha256:6dfc7de90a523fe8bf134e0ec402d1e00054b80cd27500eff83abce20cdd31ed

Observation cb1b36e4-f652-472a-b437-11281e356f2c · outbound

This paper cites an unresolved cited work.

Understanding Design Fixation in Generative AI Unresolved cited work

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-08T17:40:41.158438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T17:40:41.158438Z digest=sha256:4fe81d116d0ad571a792258dd0f2dfeda2cef6be474b806357c994b0910d0c1a

Observation c14522cc-c795-433a-bdfa-9cd274070998 · outbound

This paper cites an unresolved cited work.

Understanding Design Fixation in Generative AI Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-08T17:40:41.488299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T17:40:41.161192Z digest=sha256:7389871baa0925b300beb1d1b2cfec94bd70807498aa7187d435b22877cc517e

Observation 035b7551-9c09-4da4-891b-4876e9c0aa25 · outbound

This paper cites Toward General Design Principles for Generative AI Applications.

Understanding Design Fixation in Generative AI Toward General Design Principles for Generative AI Applications

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-08T17:40:41.164254Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T17:40:41.164254Z digest=sha256:4abb0ac8c0dd3d15ad2309985d5cf1b0b687e69c3ebee80e05f0f0b778e4c1cc

Observation fda8eb81-6835-44c0-9247-079af8371f51 · outbound

This paper cites Challenges in Data-to-Document Generation.

Understanding Design Fixation in Generative AI Challenges in Data-to-Document Generation

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-08T17:40:41.167491Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T17:40:41.167491Z digest=sha256:196fa5d52574d0cb55c64a164db68ad4e6fd6972aab55d7df6aaeca814f27850

Observation 1cfd5361-832f-4979-9d79-1f8b25957fec · outbound

This paper cites an unresolved cited work.

Understanding Design Fixation in Generative AI Unresolved cited work

Reference 67

Resolution
unresolved
no resolver link, observed 2026-08-08T17:40:41.171281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T17:40:41.171281Z digest=sha256:13cf016a39ea567acad13b4eecd83259b47c49b7b580f5cd74b72eb29b54d81c

Observation f50eb33c-3efa-4782-adf4-b15f2d0d6eea · outbound

This paper cites an unresolved cited work.

Understanding Design Fixation in Generative AI Unresolved cited work

Reference 68

Resolution
unresolved
raw_fallback, observed 2026-08-08T17:40:41.468122Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T17:40:41.175178Z digest=sha256:b50e4df59b801fa7929476c87dbf72e8573d36c34fdfdbf8032e7d8ebc557135

Observation 47af8f8e-2d69-4823-b8c0-8ee5686e98d5 · outbound

This paper cites an unresolved cited work.

Understanding Design Fixation in Generative AI Unresolved cited work

Reference 69

Resolution
unresolved
raw_fallback, observed 2026-08-08T17:40:41.456456Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T17:40:41.178875Z digest=sha256:1c02e14636e1dbc7079558b5b4b8cb32fff21ebae2e594e7e93d184ded46b62d

Observation 8ccab155-70a7-4126-9c04-64f39610674a · outbound

This paper cites an unresolved cited work.

Understanding Design Fixation in Generative AI Unresolved cited work

Reference 70

Resolution
unresolved
raw_fallback, observed 2026-08-08T17:40:41.445502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T17:40:41.182433Z digest=sha256:97fe0675fe326eadb7009d530f9c10b208c300c792904456dabc4e4afebc6226

Observation b1d72f39-2dfc-4299-9096-31e185578361 · outbound

This paper cites Detecting Hallucinated Content in Conditional Neural Sequence Generation.

Understanding Design Fixation in Generative AI Detecting Hallucinated Content in Conditional Neural Sequence Generation

Reference 71

Resolution
unresolved
no resolver link, observed 2026-08-08T17:40:41.186197Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T17:40:41.186197Z digest=sha256:00748469f93e3935e4544f6bb7543d65c2b1191ee129d238cc4798e0d85f5fad

Observation 0f1754ed-3f15-453c-89c7-0e27e85a7c0b · outbound

This paper cites an unresolved cited work.

Understanding Design Fixation in Generative AI Unresolved cited work

Reference 72

Resolution
unresolved
raw_fallback, observed 2026-08-08T17:40:41.434442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T17:40:41.190159Z digest=sha256:46aa3c51c7c232ea231cf54b801cafdd7991405c39aab7f4a935814e0230576f

Observation 347e12d9-55a4-4cb8-923b-e47f14172a91 · outbound

This paper cites Bias in Generative AI.

Understanding Design Fixation in Generative AI Bias in Generative AI

Reference 73

Resolution
unresolved
no resolver link, observed 2026-08-08T17:40:41.193745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T17:40:41.193745Z digest=sha256:d2965dd414d433b93d9055851cc026790689dc467fdfbd52d50810db30de35c7

Observation 02e9d13f-7ff7-4094-9e8d-dec0c2902e61 · outbound

This paper cites Analyzing and Mitigating Object Hallucination in Large Vision-Language Models.

Understanding Design Fixation in Generative AI Analyzing and Mitigating Object Hallucination in Large Vision-Language Models

Reference 74

Resolution
unresolved
no resolver link, observed 2026-08-08T17:40:41.198619Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T17:40:41.198619Z digest=sha256:217032cf8104f08e97001bfe3369c98297f4ee73bb2a039c4af7aedc2a3bf713

Observation 2d6ba06b-97e2-42d8-9450-2556e7f9decc · outbound

This paper cites an unresolved cited work.

Understanding Design Fixation in Generative AI Unresolved cited work

Reference 75

Resolution
unresolved
no resolver link, observed 2026-08-08T17:40:41.202382Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T17:40:41.202382Z digest=sha256:b83d72a167ec68f2b6a010feb4c06da3e4d8e334753f4988c29eacc59f7515cb

Observation 508a08d4-6674-4ec3-83d3-1d1392676ee2 · outbound

This paper cites an unresolved cited work.

Understanding Design Fixation in Generative AI Unresolved cited work

Reference 76

Resolution
unresolved
raw_fallback, observed 2026-08-08T17:40:41.415561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T17:40:41.206164Z digest=sha256:3d3f12a56db785a035ce5db02e0dfcb6feea9fcc9a6989b6bb77e5df063fe3e0

Observation 207509db-ebc2-4877-95a3-13076373b248 · outbound

This paper cites an unresolved cited work.

Understanding Design Fixation in Generative AI Unresolved cited work

Reference 2023

Resolution
unresolved
raw_fallback, observed 2026-08-08T17:40:41.750601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T17:40:41.036853Z digest=sha256:4ba8e4b918f52592cbf40f1b7591d615e37e5af9d8239a86a9427c4f0114c432

Pith citing papers

Observation 24ae78f2-94b6-497d-930f-4ac78be414b9 · inbound

Supervising Ralph Wiggum: Exploring a Metacognitive Co-Regulation Agentic AI Loop for Engineering Design cites this paper.

Supervising Ralph Wiggum: Exploring a Metacognitive Co-Regulation Agentic AI Loop for Engineering Design Understanding Design Fixation in Generative AI

Reference 14

Resolution
verified exact
arxiv_id, observed 2026-05-15T00:19:35.379507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-15T00:18:45.817530Z digest=sha256:4880781094fcda47380fc663052c6d45f57365f0ec594d14a9ef5d8c57f18281

Observation 12dbcb93-b5d2-431b-9294-bffe530315e4 · inbound

Seeing the Hivemind: A Consensus-Aware Interaction Technique for Mitigating AI Homogenization cites this paper.

Seeing the Hivemind: A Consensus-Aware Interaction Technique for Mitigating AI Homogenization Understanding Design Fixation in Generative AI

Reference 5

Resolution
verified exact
arxiv_id, observed 2026-07-03T03:37:35.937172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 40bc5e34-d928-4c24-88f0-dece912848df · inbound

"Code Is Cheap. Show Me the Talk.": Lessons from Teaching and Managing AI Coding Tool Usage in a Visualization Course cites this paper.

"Code Is Cheap. Show Me the Talk.": Lessons from Teaching and Managing AI Coding Tool Usage in a Visualization Course Understanding Design Fixation in Generative AI

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