Pith. sign in

Paper Citation Record · LEDGER

Understanding Design Fixation in Generative AI

As of 9 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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T17:40:40.910260Z digest=sha256:e7f30426cc89611dba7ff5c6d0bb1e9282e182c57f688a49d7b5b53ab03482e7

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T17:40:40.915147Z digest=sha256:50d7ac2435e7415ced42c301a817b79291c34bc1227a1c35bb7439269cdd7454

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T17:40:40.919434Z digest=sha256:98dd1a8008dcdcfcc8443309e9c442d40bef5af1f4d1a8ff2b10aa57e4aa984f

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T17:40:40.923513Z digest=sha256:2ead86b5a0cfd0c313f0284c48454399d8cc9983cfdc80dd8d47edfe9ca33199

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T17:40:40.932318Z digest=sha256:772cf9032cee68c4ed4e51baa2449f8e4bf507083d1571c4650e28150e14e894

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T17:40:40.937115Z digest=sha256:adaae40255f279e3d32b09157134273e829f52fe4f56b8302f494ab84b30fd92

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T17:40:40.945558Z digest=sha256:2c6efcb76be21968a5ae27e06ec40ad78fb3a4cec4dddfcdc4de3f7a48b2c8bb

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T17:40:40.949696Z digest=sha256:9d69c46c832b1125a2d311df9f6d7b9bd6793c78f4583a9898e470003787403a

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T17:40:40.953488Z digest=sha256:e3e6e663ae011787b549843e5db51c5e4eeef94d6168ff34b4825010caead0ed

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T17:40:40.957173Z digest=sha256:cc5f43d6a4fdc0fa187b542171b6449638720616448d3ddf3bc884dae4dc0a7e

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T17:40:40.960969Z digest=sha256:6f2ab272671287c4e646786e5acb57f52fba6afa2507fb377ce0da76bb207182

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T17:40:40.964746Z digest=sha256:e36df210ce52f76be4e1e8c4bb1bb3a13829a7689c704840573d4eb2930cb74d

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T17:40:40.968806Z digest=sha256:5a15a75e11c5273dd23e929c06006aaedf48561050bb52f3247fb0cb27e8fd27

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T17:40:40.972656Z digest=sha256:61fc6fd6e229e9512c34271464fef9cce3911f711c69446e8f56e8e5928a2323

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T17:40:40.976429Z digest=sha256:51740e5ff6ee11b70d05483f32e08f74832d099383e4507977f0f7dad6492a22

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T17:40:40.984375Z digest=sha256:5ea52b3fc1a5e31537f20f8cdadebb738572cd04bf6f10e406c516afde3aa230

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T17:40:40.988047Z digest=sha256:1a012bca007bc1645aff842fdc2c8571bc18166c5059d05e3ecd0409dfa2747d

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:f142635341b7c324783813019da2a3d91189d65430463729eacef9e8969a55e7

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T17:40:41.000099Z digest=sha256:313520a23b5f6ac1bf32abafb9830fd974479aac570e4591eed38f36850e0eb6

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T17:40:41.004525Z digest=sha256:3639013453c1729bd265c8c28524d5e95bd980598c2c079453e4fb6bdf3d278a

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=sha256:22eac8427c94a1830b6aebe644b7e4a4ab8ad9d1d8f6e85ae439587872f59b58

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T17:40:41.013520Z digest=sha256:6038891701aa3fb09aa6be1e59006d951ff82f93abb5858ed33f4d35812bffc8

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T17:40:41.017362Z digest=sha256:fe70bd9369a108fdbc151547f51c0746393f9ea618e7e8317b13cbc07069787a

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T17:40:41.024360Z digest=sha256:bfa9fb364cf97a118e29894845285df6407af78ee5c2957a9f122e94d7711bcd

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=sha256:764f3bc9d6e3d9f82a00a7ffa829cfdae1a8112628c70afd0f1838fda56ff3b1

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T17:40:41.033697Z digest=sha256:ca87366ff5c78a4f87060b2948518b8058d14f2a4920d77ca4fcc805952f132f

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T17:40:41.040015Z digest=sha256:71d2bed128110fbb28325888a72330a3a2454daae89f57fc19c4b8dd3e26c357

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T17:40:41.043153Z digest=sha256:2fb3a666914a9519c7a3dea02d4d90e8fb2b5bcc666be93c52479deb784529a5

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T17:40:41.046350Z digest=sha256:10f940dfafc2fbd46cb10b7888ec2b78885efe1dea1ce7a9ba84e3493ebace89

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T17:40:41.050580Z digest=sha256:85c55f60d948ba418ef28b9acf9a2f138f49dbaf5952739ff76cae7e49f8aa8b

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T17:40:41.055956Z digest=sha256:e0f58e923c301ad204a76f53e597a9d6b82f7a8b397f10737eb709fe1c1049c6

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T17:40:41.060544Z digest=sha256:02e0b9ce79c3b7a7c180eb3a046e84081c2020351dc56b5cf797f494f97c7524

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=sha256:53a7ac5695e438734e38de59c6740ff042336fbb9476a86ec21d44d903e9222c

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

Resolution
unresolved
raw_fallback, observed 2026-08-08T17:40:41.672570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T17:40:41.069525Z digest=sha256:d664a4d73249b916384e28fe510efba572805ad4d1d472810d1323ac0128eb85

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

Resolution
unresolved
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: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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T17:40:41.078162Z digest=sha256:326a10cf883c7a11fa6147e1aa854cc813bf90ebc6f6d0c39f8859b185b3e16c

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T17:40:41.082395Z digest=sha256:e248fbc3fe5f69fd8b71b72e98a1c326f7b30c6897d70179d712f49af612f0da

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T17:40:41.086696Z digest=sha256:7cafee8e2fb457c05f0fcbd63ae7ab5094afedbf975f1e9b981617c421d3eb3c

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T17:40:41.090634Z digest=sha256:ae8a4ce486209d6aa24d5c079f7eab5f4effee2c28436ca82a579f3cafe48290

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T17:40:41.094655Z digest=sha256:e37c823cd3742a74266687eb429dc788891e3b5e799ff7b4b97de4d88c7859d8

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T17:40:41.098407Z digest=sha256:c75d6c7c9219ae0335bfd98bff1753efa016d368db86744ff17c3186f607e12a

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:e55bfbe142016c7c9479f57e5fbfd0048d4540138a66d98d80c82eb97c063b79

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=sha256:613ccbd59531cb308835744fa8afe7a8f6566f30d7644a5102ab03ac22c3e186

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T17:40:41.110246Z digest=sha256:0665187c94078f813c830ba8e693b424a0f56ab5b2e7624ec672c9e5251014eb

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=sha256:45ecb36be15b8521b2131710083698c5e33be27a13d48b6d550301f3ce948f64

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=sha256:8ad7b60b1f83369aeda529d54cd46cf035208115ecbe730539c193b742829f56

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: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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T17:40:41.127931Z digest=sha256:b7f7d9368c2f35c8a9c5a5dd2bb9fc73033d52747b207b863cb166bf3444c8b5

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T17:40:41.131811Z digest=sha256:59047bdbc4af521db369d7770c584ba876b7d2d932fea8cc01a613355a0492a0

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T17:40:41.135539Z digest=sha256:47fd350477118c1f901816a0f82d6a1d5aa036679593b51b378eab29eb1caa90

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=sha256:3e652d54e33f2c1ad8eeea91637bf1dfe722b0a5208dbae43f0cb939b05963eb

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T17:40:41.142592Z digest=sha256:8f779a1989542689039349a60025a8703aea472d7d31d1c22878b802b593cbce

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: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

Resolution
unresolved
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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T17:40:41.152419Z digest=sha256:5d142c59eb44a93c9a7ea4850fb40fe062b89c6f942e351cba313bf2cc652de4

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T17:40:41.155450Z digest=sha256:9186f40b4a119915b31d27d225b31600d60c5753d0b2810638fdc63db03f9158

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T17:40:41.161192Z digest=sha256:c6e5f12cc5876ce58991e7836baba0d68b18585061185dd0691d75776ae73dda

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:bd33ecf743dd0422e932e70a621d5302e60f9af663097060193e055220455e3f

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T17:40:41.175178Z digest=sha256:8fd046ba7eff7ad7eabea0c3eaead156945bc9b98862e0dee3ebbb460a955a50

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T17:40:41.178875Z digest=sha256:9c30699f4bd861014b63c6a795ccbd9c26e4b90042dc9c9c66158cb888e6338a

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T17:40:41.182433Z digest=sha256:5f6750a3646d0f02fe1952329f9d7b7330d85ac344bd0835e468decc43530866

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:aac2052fec8ae7ebecdb35c2316a9f655ab8667a831914d733bd446212a66be2

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T17:40:41.190159Z digest=sha256:0a5efd41ef192e1a383c35ee5afb513d0d10b123942ec945e348bf8357dc6fd6

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=sha256:24fa56b777389748b4c18c029855e7713814fa6d598b74eb01ae9048521eb904

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:ea386fd49d58e4ea95fe4792e9e4ffb9199be1ec83a1d1ffed5763b01433d66f

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T17:40:41.206164Z digest=sha256:b4b5bd7141dbd6b5d9b5f6befcfdaa43015428fed6abdf459e3f3689eb629abd

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-08T17:40:41.036853Z digest=sha256:941f165b2a73be10db40fc37c0fe090cd31120288928c2386d26cec16269301c

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-15T00:18:45.817530Z digest=sha256:819c86886d327dd64b202138a890293aee64d437f7cadf213e25f3db19f8df14

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-27T15:00:53.018892Z digest=sha256:b1253395e8777f6672a9c052ba6d0540bf62186303aff5e0d41deda8abaa11ae

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

Resolution
unresolved
no resolver link, observed 2026-07-14T14:28:29.626547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-14T14:28:29.626547Z digest=sha256:837e819c56aa7a8a7c5345c380f9bbe93a483f7e9290366e3719822315bfdfc0