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Paper Citation Record · LEDGER

Understanding Design Fixation in Generative AI

As of 14 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 2026-08-14T06:32:32.682623+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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-08T17:40:40.910260Z digest=sha256:0c0cb2b84f02b5243d50b355efec1fa3c751454527d3986703589c7f40bc8c3b

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-08T17:40:40.915147Z digest=sha256:1084cc5f96b912e0917a3827770d8063a81f24793dc634b092d8507ea9638140

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-08T17:40:40.919434Z digest=sha256:2e2aaa0ee3f042007d877c3bd15c0f2170d0901dd214dde0b77a0e23ef58fc18

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-08T17:40:40.923513Z digest=sha256:cbef918f5832e54f3ea91c95694c50cb1df75a9c9578e0e90188976135a3906b

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=sha256:59d62a8cf8f023f1d4b67078244d5f481083c5c19ab15e0ff6bbb5640bbb8f4e

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-08T17:40:40.932318Z digest=sha256:1ad0621e8c5db49601fa68e0ca1a62275f6a8813b2aa50d8ec1fd79d5583f325

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-08T17:40:40.937115Z digest=sha256:4e175893e5e50dc452b1653a62f0ecf51889735a930d351333e07f37644a25f2

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:f8ebe1906646c659071d8a47a67b51cdad1325b12c0758b209defb55c33880d0

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-08T17:40:40.945558Z digest=sha256:d381756eb81706fad373ed03259c1c5985ac5748a4407a03f9234015b8c6c1a0

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-08T17:40:40.949696Z digest=sha256:24220e2ed1e63397924537ed4b608f4a5559e76d92dbee2a5a3ffdfbb17cc1f4

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-08T17:40:40.953488Z digest=sha256:048ba6753bd5d5b879d7a29bf15931609536da001f8c5ff119ebefcf3471bc28

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-08T17:40:40.957173Z digest=sha256:d9d0615ceaa596ef518236b758709c928190d6d63abcbd7f593d587394237b77

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-08T17:40:40.960969Z digest=sha256:020cb542ffa48ee7d36edb1bf2cc8243fc26a1557f18fb02830c3cd6157ef610

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-08T17:40:40.964746Z digest=sha256:0d1b1752585c44cf2b8852ddd920e51e7957fa4b1254eb2822e0f3cb5dee6bb1

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-08T17:40:40.968806Z digest=sha256:6dee1c05ad625c051194ce63f1ecaa5d74cc9172c0cc06f4b56a8211c1a8044d

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-08T17:40:40.972656Z digest=sha256:b81a552e194f4b43a3494edfe9f46ecd7da2323987185774352fba4dfeb291fe

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-08T17:40:40.976429Z digest=sha256:a27d404c124ab052366e70b729b62ac6ec808baeb1b265996f498e31e1801492

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=sha256:673db41506018c11e053c6c16b84779d89362a412c7e3bc23c8797915bc26929

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-08T17:40:40.984375Z digest=sha256:d8578238f888dda7c8cee1fe52fc0ec82289077abcbf00e883b17d7168f8027d

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-08T17:40:40.988047Z digest=sha256:9f31e348fa9e97839d1fecad58a4df49ea57117696f2b28953928716d2b76479

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:cf46420e2dfc415c1a6deabf336c345f6d72f93ffd7d73ce8d005c2c0faf1a73

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:ba7efc65199bdfd6ea7c4828178dc1d5df7f5cdfc5d5397601357274ec576b0b

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-08T17:40:41.000099Z digest=sha256:f28d18ccb5cb779f11daaef6c06491d4464a433f86205e5b5e341f9ecfc865ba

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-08T17:40:41.004525Z digest=sha256:8a69abdbe8fe2df5767b692fb859e5891bba21abbf56107468d8f41e5cefbf7b

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:c9d2ad620db55c543941384030225fca746cfe625a57d8e951b6699085aaaad5

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-08T17:40:41.013520Z digest=sha256:e31173156e7716907be9b13ee1b4e52436aa8c5a2b4dd342cbe4046199134483

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-08T17:40:41.017362Z digest=sha256:4567358fb37a8786857957285d220dc4e8c4d1c1b1fe0013b1cc1362183984f1

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:f7f440e82752fc45adb4ac223865c643190f8c68f00c59ae358b5334aa1ff732

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-08T17:40:41.024360Z digest=sha256:44888b630a752e7f342b984fcb3a2ed037c4b75b283735a275c69e1f6bb8ef9f

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=sha256:9d0c3326a04ed7266af0b3f9a9a8be8da28320c3f1af4c445dfa751cac150abb

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=sha256:51e60f34411d71c921ba5946a29201aa298158b0721c9798885b51cb4131ce10

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-08T17:40:41.033697Z digest=sha256:89cd1951c849004bb6b0f371d73a29a0ee7d7e04b2344280805d0dc927b495db

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-08T17:40:41.040015Z digest=sha256:be27217fefd2f9bc1247ff549102c68bceabf205eb1b70cf475b2c8bde012d8b

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-08T17:40:41.043153Z digest=sha256:eececa756d1bb9fccc24ecc6d73da6f77597f0d156986c534e2ab0e2fd91b5a5

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-08T17:40:41.046350Z digest=sha256:065941360e395c53634b132cc6acd5bdfa62d9dffbbb365a60c60fa42fcbed2b

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-08T17:40:41.050580Z digest=sha256:330aa023fcf1c1b5f4cb0be4aaf8bad7cb6620b65313548321664cbcfabd51b8

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-08T17:40:41.055956Z digest=sha256:54a4d9c65b025b64b5ddbbd3ef807fa501c63ba33c29a5577356d3e97c824c54

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-08T17:40:41.060544Z digest=sha256:b0ceaef8f09930d2c335c4f1d80c0008bed9cf6d1b028310dae95f191ac89774

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
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source=pdf_text observed=2026-08-08T17:40:41.065274Z digest=sha256:53a7ac5695e438734e38de59c6740ff042336fbb9476a86ec21d44d903e9222c

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

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-08T17:40:41.069525Z digest=sha256:c3134c89d675335d6c1c07e90004035bb2627bdea741e83493027ecc4abd13e9

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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source=pdf_text observed=2026-08-08T17:40:41.073811Z digest=sha256:e7d376dda41cbb9ccf01e35156e33cd07de6290f5c6b58b09beb5f266d773e87

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-08T17:40:41.078162Z digest=sha256:24a63cb85f427366eb2b52ebe7b72686f79ab0194867d137d152c1ecc1baf817

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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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=sha256:7a986061c796852dd0743773e9bee5152019db370a215401f827d8c8a0e4bf8e

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-08T17:40:41.086696Z digest=sha256:c8af6f7558fb22841b995907217b995befe95dd9178209d653c2e9e3c2d5ea7b

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-08T17:40:41.090634Z digest=sha256:c889a24c322c40a5cdcfaddcc2240eb8a64c23a2858086f8e89e20160f380a4f

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-08T17:40:41.094655Z digest=sha256:0431814edcef812740741aa209d85849ff6e41777a4427c28eb9b8ac8b0975bd

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-08T17:40:41.098407Z digest=sha256:a4feb0aa7c7dde5c57d9cf5cfaeed4f71948070c556d1424eb10306f96f95bac

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

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

Source-reported events for the cited work

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source=pdf_text observed=2026-08-08T17:40:41.102231Z digest=sha256:ac66262d50e869d5ec23c74a7a308d1855b839e90bf2d989cb348b894deaa7b1

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
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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=sha256:613ccbd59531cb308835744fa8afe7a8f6566f30d7644a5102ab03ac22c3e186

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-08T17:40:41.110246Z digest=sha256:0f6e2ee1b18823bf9b69e2568e3e1ee96db571c9c668622560578e874ef5f118

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
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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=sha256:58fa4b01dd7c502ef8c089c186ab13898abced68dab07844228ce0353c060b76

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=sha256:7679a65b65534d0687aad1390fc2b20f4079d01cc45ca66e0259ebd262f4ce7e

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

Source-reported events for the cited work

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source=pdf_text observed=2026-08-08T17:40:41.123656Z digest=sha256:dfb51da093ca1605d13213f9b865135ccc94e709bc04470205f55c42d0a3ce56

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-08T17:40:41.127931Z digest=sha256:66d766d575d6bf995238e95a5e0e6caf62db745ac0adcd4439f47fc983bb3dd2

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-08T17:40:41.131811Z digest=sha256:2986b509f00b3d60d4c10d57c32999371c635080a65f4cb8371439e70814a6e4

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-08T17:40:41.135539Z digest=sha256:c8fbe3690c8334c5c3343384d205dc5861272fbca7bee8963d145b779f5748dc

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
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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=sha256:3e652d54e33f2c1ad8eeea91637bf1dfe722b0a5208dbae43f0cb939b05963eb

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-08T17:40:41.142592Z digest=sha256:e391ebe67dd31148debe67e033d29a0f0f6e621267783004ad45059a092cd04c

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

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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:c35e997f02ff6302f0e3993cfd9a0eb15380970456120715724042a8f85bd697

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

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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=sha256:949e85c78f617a55cfcfa4d60e763d88478a3f7673dddfe31b888930b5ce9255

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-08T17:40:41.152419Z digest=sha256:004d0e2311b6a445aba9016294fa98029fbb748d54503615f78ae45d63fe7248

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-08T17:40:41.155450Z digest=sha256:ee41c49da3195f173b6dc31abc49c0bf13265e9d69e66fa54617f574f4801df3

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:cb0023a4ee3f5dcc015e3f2ec37d968c1c5148c7310df87c89aa8140e0a239d4

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-08T17:40:41.161192Z digest=sha256:012c249c31cafb4de355687cd4d549f7118ef0d085ce9cddd1c350a76fc287ae

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
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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:b574709c1759d2999bfa938dee2a2b132e5bc114bd7e6a604296cbf9979f56c4

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:d65982683043ffb7d373f76b8c7622b5e519e03143174025c6655ea4eb927ac3

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=sha256:9b05a8067daaa22016641325240f4df0c2ebb07bc4e7d27b506d8b709e2b7b8d

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-08T17:40:41.175178Z digest=sha256:27e1d5e1c5b08cd40fb006da0ad98a3957f9a2f50f33799b513d15932f92aa95

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-08T17:40:41.178875Z digest=sha256:2cfdb27ff9e09795dbc2ab988e6bb43f684f0ddcea71cd58ceb3bc4ade91a1b4

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-08T17:40:41.182433Z digest=sha256:80cfe6c87bc401a041290d988eae7733f4ef27d7dcf40d5f43b05227761d48d6

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=sha256:0773eeaf3ae4b0d46d8b506a5f6dd555fd61a77f665881bc98dfc83f205d3891

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-08T17:40:41.190159Z digest=sha256:d1d1115c51f798ca87ba7ab8557dea9a74ef8a56e0e03ba68ea7e75e7b9332bd

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:c66f7c736b7ea87373c5ad83f9bb7a86ab7e9545c2ab26d8ed94883bd6b3ef41

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=sha256:47509f3a20a91821f41691d84e87f53712279abaeb37c07df389c649ab487192

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=sha256:881f0a16c66f4d8fcd58478cffc13833e7e733e1baad600fe657b740c7148a56

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-08T17:40:41.206164Z digest=sha256:f8c05896c523299b35fae01c337f0352612ac1a2f25e23a55d1752b67a5d73e2

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-08T17:40:41.036853Z digest=sha256:7475603473f4fa08fc6d6126560649e242aab98fa67f4252c1256b470d549da7

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-15T00:18:45.817530Z digest=sha256:44ce505b39a33dd81de2dbf2d082b56d4c3e571ff590d04ae13ba13e69441843

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 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-06-27T15:00:53.018892Z digest=sha256:f5713b6cdd56b514205365fad7ad20d02bef9660b751efa68ffc9b0c7db361db

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

Reference 10

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