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Paper Citation Record · LEDGER

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts

As of 7 August 2026, this Paper Citation Record lists 88 of 88 outbound references and 0 inbound Pith citation observations for arXiv:2509.13679.

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

pith.paper-citation-record.v1
2509.13679 v2

Coverage vector

measured 88 of 88 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T16:29:42.524627Z

measured 88 of 88 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

88 of 88 outbound references displayed

  • verified exact6
  • verified fuzzy0
  • unresolved80
  • parse uncertain0
  • malformed identifier2
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1b9ce81b-ce19-4051-b304-769945d0e3e4 · outbound

This paper cites Prompt-Reverse Inconsistency: LLM Self-Inconsistency Beyond Generative Randomness and Prompt Paraphrasing.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts Prompt-Reverse Inconsistency: LLM Self-Inconsistency Beyond Generative Randomness and Prompt Paraphrasing

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-04T16:29:35.949404Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:29:35.949404Z digest=sha256:23fdbd2c2bf78308d5e6f0138c0f7ae899b48867953fb232018486e0e496aa01

Observation 1c45ba24-d0e0-4565-8712-0e186cb25e59 · outbound

This paper cites an unresolved cited work.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts Unresolved cited work

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-04T16:29:36.162571Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:29:36.162571Z digest=sha256:e6c2b39fb68cb5718d0035dc1e872269184c51baab94fc776e0f2f947ed92e90

Observation 863a12af-db01-4eab-81e0-1cff50ea2e6a · outbound

This paper cites an unresolved cited work.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts Unresolved cited work

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-04T16:29:36.222616Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:29:36.222616Z digest=sha256:a685b841887801fb407d5d454f9f2b2b2d66423baa7d5f577dcdcef8e9f79748

Observation 3f66e21d-8ade-40d2-8017-c12cacee1034 · outbound

This paper cites an unresolved cited work.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts Unresolved cited work

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-04T16:29:36.316158Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:29:36.316158Z digest=sha256:56d8ff001a385d9c247ce3c11cf53f89b317b330f7829fb3b65fdfc2467004c8

Observation 2ebe1e24-1ef3-426e-98f7-25c2b38b730c · outbound

This paper cites Qualitative Failures of Image Generation Models and Their Application in Detecting Deepfakes.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts Qualitative Failures of Image Generation Models and Their Application in Detecting Deepfakes

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-04T16:29:36.491957Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:29:36.491957Z digest=sha256:58ee2002400a0519cd78a4d5f7d52515642e41e12ef1bbcf7790fed838bfd4c9

Observation 1e5e2a1e-ec50-4e7a-899d-2bd797bb811d · outbound

This paper cites an unresolved cited work.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-04T16:29:36.646701Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:29:36.646701Z digest=sha256:82a9477b31fbf7fee0366aa4d399890d18a6dbbe96a9ed4e12e3f0f8576db4bd

Observation 5137f9cb-e6e0-4941-8f2f-bd1654c527e7 · outbound

This paper cites an unresolved cited work.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-04T16:29:36.763064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:29:36.763064Z digest=sha256:0720db17ca6acb71a491b93a71776c0cdb67e5cbab4ed5350a24c5f2bf53fc7f

Observation 7b77f65f-e026-4555-a3fc-53c7bb9acac0 · outbound

This paper cites an unresolved cited work.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts Unresolved cited work

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-04T16:29:36.836477Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:29:36.836477Z digest=sha256:b86d6826daaf67c1792c95ae447fb6f41c8e4f23e16cada834cc718c537ad4fc

Observation a04dabfe-d2e7-45e3-a052-359862ba1492 · outbound

This paper cites What Prompts Don't Say: Understanding and Managing Underspecification in LLM Prompts.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts What Prompts Don't Say: Understanding and Managing Underspecification in LLM Prompts

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-04T16:29:36.952773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:29:36.952773Z digest=sha256:ab85c5c49686b58633a055a7d54cd5e36df44435000488db790b8e0d016ba00e

Observation ecd2fa44-010e-4410-9674-bb99814ef0cf · outbound

This paper cites an unresolved cited work.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts Unresolved cited work

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-04T16:29:37.021535Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:29:37.021535Z digest=sha256:0e642809079006417bae1e7b17e1a842b6520cb45b56322b049a7fd4610f2047

Observation 95a72a72-8a78-46f9-9266-b1d7b18204f6 · outbound

This paper cites an unresolved cited work.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts Unresolved cited work

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-04T16:29:37.117308Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:29:37.117308Z digest=sha256:e0aa7315bfcdfc011fe49ed5323833263dbe9b1166ae4a277497ea9671e8888f

Observation 117fddc2-5273-4b33-927e-036ffbd7bf4a · outbound

This paper cites an unresolved cited work.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-04T16:29:37.157339Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:29:37.157339Z digest=sha256:fe66a6b2efd9c0040fe538e495f1fb1b36513a862e32ad3f00e125ddcfabd823

Observation 2a0ce325-9613-49bb-b899-05c4b34dc99a · outbound

This paper cites 2018.A process tool for the development of Transformational games.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts 2018.A process tool for the development of Transformational games

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-04T16:29:37.254043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:29:37.254043Z digest=sha256:62ce1dd3bde47d3de7e35befd9697c50b0a1aca440fd71df36e3645d0157c328

Observation d821a7f8-f21f-4fc9-854e-0aba7855f939 · outbound

This paper cites an unresolved cited work.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts Unresolved cited work

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-04T16:29:37.339488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:29:37.339488Z digest=sha256:41aac1d2dd4359f29489ff627da639c014ba580928b14713867d682b4bb322ad

Observation ffb35a76-acf4-479d-a5e4-4e8d1db5a9cf · outbound

This paper cites WeAudit: Scaffolding User Auditors and AI Practitioners in Auditing Generative AI.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts WeAudit: Scaffolding User Auditors and AI Practitioners in Auditing Generative AI

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-04T16:29:37.418269Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:29:37.418269Z digest=sha256:79442b27f7aa2da01e19dff8375e81a8c6954e6291449a53b6bc61af83b99616

Observation 91834c76-592a-482d-bed3-c41bc210f3e7 · outbound

This paper cites an unresolved cited work.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts Unresolved cited work

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-04T16:29:37.481741Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:29:37.481741Z digest=sha256:ba3487e993ca77abd6ef6714b351712a7bc24d407dd6ac38534ca0ac16e12031

Observation b0f81a15-8155-4c73-b8bf-bee4baf191da · outbound

This paper cites an unresolved cited work.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts Unresolved cited work

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-04T16:29:37.583638Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:29:37.583638Z digest=sha256:350b673a2efea172bcf52db2757233da0c2a474ad0355a7bb25bd8619ebb7d0b

Observation 3c572db9-4684-4afd-af2e-f9ff943daf12 · outbound

This paper cites an unresolved cited work.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts Unresolved cited work

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-04T16:29:37.680389Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:29:37.680389Z digest=sha256:12244a10ac78754c4564779d43df22347d114a90e8d395d5243fed0a50a05263

Observation a49fda9e-200d-4887-947d-00a2795a0125 · outbound

This paper cites an unresolved cited work.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts Unresolved cited work

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-04T16:29:37.770629Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:29:37.770629Z digest=sha256:3bf2c219d4ef4aca2f53a1d21ff7cf2b20961a2ae7d18b12094b3e26a68ab527

Observation 76bd81b1-19ee-443a-9534-60455a9dc041 · outbound

This paper cites an unresolved cited work.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts Unresolved cited work

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-04T16:29:37.840236Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:29:37.840236Z digest=sha256:9fef014abc05747335d0420730785d8911d41a7a5b2d3f6eccc64635b40e2094

Observation 0a33453c-5669-442a-9862-eb8e331d2f08 · outbound

This paper cites an unresolved cited work.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts Unresolved cited work

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-04T16:29:37.885521Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:29:37.885521Z digest=sha256:6ab60505b4586af0bc912f26f7eaef491bfb7c8c17305177e82df738003ff1ac

Observation 1938f195-3c12-407e-8a30-e7269be03669 · outbound

This paper cites an unresolved cited work.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts Unresolved cited work

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-04T16:29:37.935237Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:29:37.935237Z digest=sha256:0a08f4d34219246e4c1e4eacf440f77be8a3fdeb2eae1d49f3a43d6347b8c0d6

Observation d24cb3d6-cf50-427f-b72c-65bdc4852f53 · outbound

This paper cites an unresolved cited work.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts Unresolved cited work

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-04T16:29:37.967095Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:29:37.967095Z digest=sha256:b366a43c44f08d058c0929b4806c11cfff30c4b7989d92bf6e2c62f345983741

Observation 34200518-9f44-4290-9f23-3a6443e471ac · outbound

This paper cites embedded.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts embedded

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-04T16:29:38.037376Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:29:38.037376Z digest=sha256:7bcff079f4e9167f4545e6cc8cb3e8b82eb917d710ff5dfa79be211f7fb83227

Observation 08f0db55-be10-455e-9633-4b9d9ff37754 · outbound

This paper cites an unresolved cited work.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts Unresolved cited work

Reference 25

Resolution
verified exact
doi, observed 2026-08-04T16:33:49.243548Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-04T16:29:38.090225Z digest=sha256:b49116753a1c5f130d056fa3276c12f03083024f1e0bd0ee27302f9b4a86ec62

Observation c91a5e20-6df2-4125-906e-35e2108e94d4 · outbound

This paper cites an unresolved cited work.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts Unresolved cited work

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-04T16:29:38.143984Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:29:38.143984Z digest=sha256:433460c54ff5c155506733164c8b4dafaf4f88efb49de30dc6bb11cb49e18b02

Observation 9be247d9-92ef-420d-aeb3-6b0f092133b2 · outbound

This paper cites an unresolved cited work.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts Unresolved cited work

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-04T16:29:38.208402Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:29:38.208402Z digest=sha256:47030eaf9944ab3348c1f335224d122d4f7cddfb27550df36d4e9e9d8984825b

Observation 99d0656e-498d-4725-adce-080570e228cf · outbound

This paper cites Challenges and Strategies in Cross-Cultural NLP.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts Challenges and Strategies in Cross-Cultural NLP

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-04T16:29:38.256818Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:29:38.256818Z digest=sha256:e32b3d951be2083c0c8774907e1338fe51f70a65faa93a29f80c3f64bc1f86d0

Observation 0db360fe-7ca3-4c39-9694-99b875862d18 · outbound

This paper cites Breakable Machine: A K-12 Classroom Game for Transformative AI Literacy Through Spoofing and eXplainable AI (XAI).

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts Breakable Machine: A K-12 Classroom Game for Transformative AI Literacy Through Spoofing and eXplainable AI (XAI)

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-04T16:29:38.325513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:29:38.325513Z digest=sha256:0b4e6f51975bf6ac755787d5b9760a5f305911a60d5a7360a362bf4d1f0b63ae

Observation a599d890-8c8a-46cb-a7b4-52fc4297b950 · outbound

This paper cites an unresolved cited work.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts Unresolved cited work

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-04T16:29:38.394381Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:29:38.394381Z digest=sha256:73d3e8d39dffd684159b6008c5d5e2d1d60975c4f74c1ca88ea09bd05e30d97b

Observation 2473a944-311b-474a-af52-ace4dd41d12a · outbound

This paper cites Viegas, and Martin Wattenberg.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts Viegas, and Martin Wattenberg

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-04T16:29:38.444604Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:29:38.444604Z digest=sha256:ab3bc221896f43a76cec46c2d21dcfdff8079ab41057c49c9d78ae64f7666169

Observation 6d87ead0-91f1-424a-8335-3ce366336cf1 · outbound

This paper cites an unresolved cited work.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts Unresolved cited work

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-04T16:29:38.496234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:29:38.496234Z digest=sha256:d8edde60bd6b41f20650a68ae368e7d7c8293dd3669b7dc9d73ed02d2598b277

Observation d350f4f4-b577-4546-b165-4f948d0bb92a · outbound

This paper cites an unresolved cited work.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts Unresolved cited work

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-04T16:29:38.532957Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:29:38.532957Z digest=sha256:72007260a7521c5910b89001627ca2f8acbaa5010d2f5a009f7b56604fb6da4f

Observation c49593dc-271d-4eb1-abbf-d837c52e1153 · outbound

This paper cites Embedded.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts Embedded

Reference 34

Resolution
verified exact
doi, observed 2026-08-04T16:33:49.067167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-04T16:29:38.587201Z digest=sha256:235482ce5f09a2b032a9e8ab5458f3a1ea763197672b2940b5f12338142a037f

Observation 57997f11-e3b8-447f-a9f2-f1c113cfa0b4 · outbound

This paper cites an unresolved cited work.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts Unresolved cited work

Reference 35

Resolution
verified exact
doi, observed 2026-08-04T16:33:48.858246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-04T16:29:38.647236Z digest=sha256:4537a0d1f688c85cc49ebc528d0a909df3ecf0fc1b96cbce18e913111f1566de

Observation 44bcb0ee-24b6-4f37-8685-c93b1fdccaa9 · outbound

This paper cites Newman, and Allison Woodruff.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts Newman, and Allison Woodruff

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-04T16:29:38.700969Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:29:38.700969Z digest=sha256:9fb7a0044f11cf056d585bf81ab0396f91ecefceff77a3126404bf2fb0faaf76

Observation 2c270b37-a19e-4893-a922-cba14249dee0 · outbound

This paper cites an unresolved cited work.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts Unresolved cited work

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-04T16:29:38.760809Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:29:38.760809Z digest=sha256:2623ebf50646881569bec5e14d600d00ef154b86ace84fa6485c532aad9a07e6

Observation a6480cb4-35fe-4c99-89f8-5d52437aa860 · outbound

This paper cites an unresolved cited work.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts Unresolved cited work

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-04T16:29:38.860947Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:29:38.860947Z digest=sha256:465a17766b8840a4f46a452df6dfb8103957e0e2b75fc7ac9ba5f0466582a0cd

Observation 59e44d2d-5723-4728-853c-a7a911905635 · outbound

This paper cites an unresolved cited work.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts Unresolved cited work

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-04T16:29:38.911858Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:29:38.911858Z digest=sha256:fe97692d7b1fe11ca3bf0d2385620b60267b4d61fe46484b033ebde4ea57ddef

Observation 00ca5fa4-5405-457c-b1e4-55941ce0ead4 · outbound

This paper cites Humans Perceive Wrong Narratives from AI Reasoning Texts.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts Humans Perceive Wrong Narratives from AI Reasoning Texts

Reference 40

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-04T16:29:39.011935Z digest=sha256:4d26f47b4f6fac9dccfe3ee01273ff8ad22e17f72038dde1e0763b30bfc96679

Observation b0989173-62be-4fdc-bfc0-3bb06023a8bb · outbound

This paper cites From Unseen Needs to Classroom Solutions.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts From Unseen Needs to Classroom Solutions

Reference 41

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source=pdf_text observed=2026-08-04T16:29:39.081042Z digest=sha256:4cae4b8bcbfe8b6dbbcc546421115590cd8a26418f392535b8bb4b657d3301bf

Observation a18bf195-318a-4464-8997-06b27c88909a · outbound

This paper cites When Thinking Fails: The Pitfalls of Reasoning for Instruction-Following in LLMs.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts When Thinking Fails: The Pitfalls of Reasoning for Instruction-Following in LLMs

Reference 42

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source=pdf_text observed=2026-08-04T16:29:39.148228Z digest=sha256:940edf63c836dddce28512ea367889d55a9994cf03ba2bd3691243efc5b4be09

Observation f6a03319-4021-41f9-9cd1-27536fd7eac9 · outbound

This paper cites an unresolved cited work.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts Unresolved cited work

Reference 43

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source=pdf_text observed=2026-08-04T16:29:39.212291Z digest=sha256:1f59b8a9d4d31199c139ee9679da9053ba4e901d1f00dc970e31968053f810dd

Observation a14a8df7-0eba-46da-bc15-f929920af9ac · outbound

This paper cites an unresolved cited work.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts Unresolved cited work

Reference 44

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no resolver link, observed 2026-08-04T16:29:39.307400Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:29:39.307400Z digest=sha256:cda53ecf17266b1d6c6588cc9e4b484f1fd0c89d68fd73930f11fca1a632508f

Observation f9446607-6d2e-41a7-b537-d95baaf4a063 · outbound

This paper cites an unresolved cited work.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts Unresolved cited work

Reference 45

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no resolver link, observed 2026-08-04T16:29:39.374735Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:29:39.374735Z digest=sha256:5454bb4196d5d5fae040a813ac63f0104a020d2bd547c9b4ab1a5224303d1575

Observation 446bbb23-5214-4a10-8260-bfda306a13d6 · outbound

This paper cites an unresolved cited work.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts Unresolved cited work

Reference 46

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unresolved
no resolver link, observed 2026-08-04T16:29:39.460608Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:29:39.460608Z digest=sha256:a79ed6bc90925e1f1b9d3155e96c98fbd276a7b28dc761a869436e75f2fa2b51

Observation add3e669-7ae3-4b2a-8d13-b71ed026e56c · outbound

This paper cites an unresolved cited work.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts Unresolved cited work

Reference 47

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unresolved
no resolver link, observed 2026-08-04T16:29:39.569979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:29:39.569979Z digest=sha256:6b867444c6286d3ec4486bbc50adecc9d77c4f2a02a39d8d5a5d5e948afb37d8

Observation e0048fb7-4f81-454a-9457-19b73a74eb79 · outbound

This paper cites an unresolved cited work.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts Unresolved cited work

Reference 48

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malformed identifier
no resolver link, observed 2026-08-04T16:29:39.638815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:29:39.638815Z digest=sha256:d78323a66e9e3a10cd88d8b9f567adc58994f87b9eada35a850d3286bd9daa04

Observation ea5b27e5-74d3-409e-acea-6d11a6dab3de · outbound

This paper cites an unresolved cited work.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts Unresolved cited work

Reference 49

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no resolver link, observed 2026-08-04T16:29:39.725969Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:29:39.725969Z digest=sha256:284201d100fe05faede8822c9340a017bc0777c2a5c43c8c4b86c2616690965f

Observation 02337cb0-756c-433a-b190-37a1217181cb · outbound

This paper cites an unresolved cited work.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts Unresolved cited work

Reference 50

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unresolved
no resolver link, observed 2026-08-04T16:29:39.784928Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:29:39.784928Z digest=sha256:4944318338f7215018ba12f95b7c6f4bff369863dab2ced1139ec01f96de66c6

Observation 9cf51fd3-0db3-4f3a-ad53-316cbb335ff8 · outbound

This paper cites an unresolved cited work.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts Unresolved cited work

Reference 51

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no resolver link, observed 2026-08-04T16:29:39.863056Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-04T16:29:39.863056Z digest=sha256:bc7bc2e7ac919e1cb481b6207692708f319ade520cf013e78ff91e7686d2a978

Observation 9f5f2288-583f-410f-9e57-29b8d0e7441e · outbound

This paper cites an unresolved cited work.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts Unresolved cited work

Reference 53

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no resolver link, observed 2026-08-04T16:29:39.988915Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:29:39.988915Z digest=sha256:6dfa361e5067a582d84fd4e987d70f2830139cdc5e16ac6d017ee194d84901e2

Observation 54208034-8912-441c-b17c-0dcce64cbb80 · outbound

This paper cites an unresolved cited work.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts Unresolved cited work

Reference 54

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unresolved
no resolver link, observed 2026-08-04T16:29:40.033223Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:29:40.033223Z digest=sha256:bf3e98e65828d8da97a0b686391a9ed85a7d05c50a3b74da9ec713546be10167

Observation 3229260e-0ff1-4c81-a95a-87c61d3c33ca · outbound

This paper cites an unresolved cited work.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts Unresolved cited work

Reference 55

Resolution
verified exact
doi, observed 2026-08-04T16:33:48.531172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-04T16:29:40.074007Z digest=sha256:d82f640523f4d03e165bed71c5b3129b7e6f5d0f2dc890995b1912771a9560b0

Observation a47d66a3-7290-4202-a485-89516734d1b8 · outbound

This paper cites an unresolved cited work.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts Unresolved cited work

Reference 56

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unresolved
no resolver link, observed 2026-08-04T16:29:40.144409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:29:40.144409Z digest=sha256:6745df82301fb0deb6fa744cecee3334b3ba8eb473130dfdd4e22d145610ed71

Observation 1a639751-4cc8-459f-93aa-373d6615e513 · outbound

This paper cites an unresolved cited work.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts Unresolved cited work

Reference 57

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no resolver link, observed 2026-08-04T16:29:40.216828Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:29:40.216828Z digest=sha256:995a7cf0545cd9b2061d794f55c4816da6c08efd8d271f8a4c9fbdb4c2a7bd9e

Observation 2219a517-f1f7-4f18-a743-4177f1d1caca · outbound

This paper cites an unresolved cited work.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts Unresolved cited work

Reference 58

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no resolver link, observed 2026-08-04T16:29:40.357283Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:29:40.357283Z digest=sha256:9b4ea54ca099dd83cf2ace4263ed412583228dc8f7d4519d2b43b518e3b9441c

Observation 48b2c90d-8e03-4f12-940a-dda5c679ca04 · outbound

This paper cites an unresolved cited work.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts Unresolved cited work

Reference 59

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unresolved
no resolver link, observed 2026-08-04T16:29:40.469619Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:29:40.469619Z digest=sha256:424a595503b89c88e3a9ea9b6bd18d330bf87e7ccff4cf483e951c2b60fa38df

Observation b7087f0b-ce0f-4a79-a5d2-214551434ab0 · outbound

This paper cites an unresolved cited work.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts Unresolved cited work

Reference 60

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no resolver link, observed 2026-08-04T16:29:40.594016Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:29:40.594016Z digest=sha256:428fde0388070a7760838e6c82eab718ef7f620eac8d3fe9b442d0cea84903dc

Observation a0c446e4-2bce-404b-b793-9659d8daa889 · outbound

This paper cites an unresolved cited work.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts Unresolved cited work

Reference 61

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unresolved
no resolver link, observed 2026-08-04T16:29:40.691358Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:29:40.691358Z digest=sha256:129851e7a3e2b1b4eeec4abfe230123fed4e3112f4ef44fcb94c471ddf7d0d96

Observation 3a70edf3-55e5-4a71-a54a-51e65a236b25 · outbound

This paper cites Language Models as Knowledge Bases?.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts Language Models as Knowledge Bases?

Reference 62

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no resolver link, observed 2026-08-04T16:29:40.774952Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:29:40.774952Z digest=sha256:1d47f67e9c30c38aa0718f93d71ca0055e5496fb090de4aec18dbde26e1f11d0

Observation bd93440f-c805-4b90-a44b-732d2f3facfd · outbound

This paper cites an unresolved cited work.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts Unresolved cited work

Reference 63

Resolution
malformed identifier
no resolver link, observed 2026-08-04T16:29:40.853884Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:29:40.853884Z digest=sha256:e4cf5d1a9893147cdf448c1a6c8cd21c57b4ccd98a0d8e733fc543e716205699

Observation aeaed8e0-6f7c-48d2-85e2-104083a84ab6 · outbound

This paper cites an unresolved cited work.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts Unresolved cited work

Reference 64

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unresolved
no resolver link, observed 2026-08-04T16:29:40.934509Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:29:40.934509Z digest=sha256:b8c849f83443c4d06035a6dc08a22dcefc5833a4f15566a1e7c9aefece5cc114

Observation 806f548e-a973-408f-a635-6ee93f4739c4 · outbound

This paper cites Quantifying perturbation impacts for large language models.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts Quantifying perturbation impacts for large language models

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-04T16:29:40.984617Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:29:40.984617Z digest=sha256:8706d11d45757ca89bc710f6932730e6a545b35c96b92c1876fc9d86253f7c2d

Observation bf47dbcd-419e-405d-b9a6-426970b38646 · outbound

This paper cites an unresolved cited work.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts Unresolved cited work

Reference 66

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unresolved
no resolver link, observed 2026-08-04T16:29:41.039352Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:29:41.039352Z digest=sha256:c8b287c313d747b5326c8bd7a01a4484251bc5b5d3a373e214ebb279fe2b6ac1

Observation a9832244-3cea-4b98-b837-37ac7c507359 · outbound

This paper cites an unresolved cited work.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts Unresolved cited work

Reference 67

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unresolved
no resolver link, observed 2026-08-04T16:29:41.097424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:29:41.097424Z digest=sha256:c89fda3612ba8d3b48903fbc44cea2157ecd046fddc7a438453d0501292db1a6

Observation 59d7dfe2-c342-41c8-8a14-ac09710e08b7 · outbound

This paper cites Architectures of Error: A Philosophical Inquiry into AI and Human Code Generation.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts Architectures of Error: A Philosophical Inquiry into AI and Human Code Generation

Reference 68

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no resolver link, observed 2026-08-04T16:29:41.197276Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:29:41.197276Z digest=sha256:2ad49e0fab68a0e8fe0e06c8d217f25bbcbd57a5d8f88f32928531e37038423b

Observation 52f32173-0094-4b8d-acab-f5ac300abac1 · outbound

This paper cites an unresolved cited work.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts Unresolved cited work

Reference 69

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unresolved
no resolver link, observed 2026-08-04T16:29:41.253470Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:29:41.253470Z digest=sha256:fb352833a2fb5cee2e38df81e7e708e5c7c8684bff8e768215b02d917fe37b7f

Observation e3df598b-afbe-40c0-8acb-80e22c25c266 · outbound

This paper cites an unresolved cited work.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts Unresolved cited work

Reference 70

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unresolved
no resolver link, observed 2026-08-04T16:29:41.341530Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:29:41.341530Z digest=sha256:3748f75f1b095760dbda016c3613160ea4d2d2426ab212bd33af426b6a3946cf

Observation ab65bb51-1a9c-493c-a589-2290c2ca0f6a · outbound

This paper cites Scaling Laws for Native Multimodal Models.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts Scaling Laws for Native Multimodal Models

Reference 71

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unresolved
no resolver link, observed 2026-08-04T16:29:41.438138Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:29:41.438138Z digest=sha256:9efbeaa86f8ab3b419783b2effd319a47f2fc3abcd40a517d9ff3912cc6bf20a

Observation c78fdf85-c99a-425f-91f5-56be32acbaba · outbound

This paper cites an unresolved cited work.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts Unresolved cited work

Reference 72

Resolution
unresolved
no resolver link, observed 2026-08-04T16:29:41.534291Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:29:41.534291Z digest=sha256:d4cb05cadf9458701920d8fd14aa6f3dd6843704ad4d259c2570d846965fcaa6

Observation 4f87c560-68f9-4e3a-b73f-30c3852dec94 · outbound

This paper cites an unresolved cited work.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts Unresolved cited work

Reference 73

Resolution
unresolved
no resolver link, observed 2026-08-04T16:29:41.600990Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:29:41.600990Z digest=sha256:3f537c7e121ba87071e4ea0c4853eebf93be26a60aac09b2a2a459148ad77f48

Observation a555f466-c285-4336-8e22-c3fe29a6c66a · outbound

This paper cites an unresolved cited work.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts Unresolved cited work

Reference 74

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unresolved
no resolver link, observed 2026-08-04T16:29:41.723488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:29:41.723488Z digest=sha256:5a67c748b3083dfa5747b4a4e1c70a97d860d8498d2c019c0f89e038fb0abb5e

Observation f48cef2b-7d87-43d0-b838-cdfc3ffa9efe · outbound

This paper cites an unresolved cited work.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts Unresolved cited work

Reference 75

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unresolved
no resolver link, observed 2026-08-04T16:29:41.891713Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:29:41.891713Z digest=sha256:d6efd41b6e7cf001c7946c814df7a611a9675c54bb7a6f1d04b1309b99ec4950

Observation 908459d2-2a89-4c84-8330-36017b9abcb5 · outbound

This paper cites an unresolved cited work.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts Unresolved cited work

Reference 76

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unresolved
no resolver link, observed 2026-08-04T16:29:41.958872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:29:41.958872Z digest=sha256:826868906143718da60fc379bfdf574662e5d955e7d0cfce54e580e45b6cdca6

Observation 0170e3bf-b101-4590-859e-b73ada412d3c · outbound

This paper cites an unresolved cited work.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts Unresolved cited work

Reference 77

Resolution
unresolved
no resolver link, observed 2026-08-04T16:29:42.004728Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:29:42.004728Z digest=sha256:982b46559dcf3735ec3a92a052da900910e1e7d00b3ec2a432db81dcec6fce9d

Observation c16264d4-4d39-43a5-bb23-1e61cdf1d4a6 · outbound

This paper cites I want to see how smart this AI really is.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts I want to see how smart this AI really is

Reference 78

Resolution
verified exact
doi, observed 2026-08-04T16:33:48.016779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-04T16:29:42.064783Z digest=sha256:293cd94150cff5a12a178db43ccc5c7806e528a93de8ee81109e2d7a539a9e5a

Observation 967d62b4-d054-4122-bf5f-6f16b1baaffa · outbound

This paper cites an unresolved cited work.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts Unresolved cited work

Reference 79

Resolution
unresolved
no resolver link, observed 2026-08-04T16:29:42.127277Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:29:42.127277Z digest=sha256:05466495e8aa9f37bc00db292875375a0e82d4da13c787a6cc3562bd9878d12e

Observation 95fc6522-ce97-491f-8057-0ab2183fbf3a · outbound

This paper cites Generating Pedagogically Meaningful Visuals for Math Word Problems: A New Benchmark and Analysis of Text-to-Image Models.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts Generating Pedagogically Meaningful Visuals for Math Word Problems: A New Benchmark and Analysis of Text-to-Image Models

Reference 80

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unresolved
no resolver link, observed 2026-08-04T16:29:42.233904Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:29:42.233904Z digest=sha256:753f03d2eb91aec21edcc85e81a385d8a1333b9330abc468609f8bdb1060d991

Observation 8aa67243-03cc-4d08-a20e-c56e1e14f1c2 · outbound

This paper cites an unresolved cited work.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts Unresolved cited work

Reference 81

Resolution
unresolved
no resolver link, observed 2026-08-04T16:29:42.275470Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 9d88a6b1-c699-4411-9412-a56cae30148a · outbound

This paper cites an unresolved cited work.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts Unresolved cited work

Reference 82

Resolution
unresolved
no resolver link, observed 2026-08-04T16:29:42.332107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation a09d48ca-5a53-4333-928e-17f03e4641c8 · outbound

This paper cites On the Algorithmic Bias of Aligning Large Language Models with RLHF: Preference Collapse and Matching Regularization.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts On the Algorithmic Bias of Aligning Large Language Models with RLHF: Preference Collapse and Matching Regularization

Reference 83

Resolution
unresolved
no resolver link, observed 2026-08-04T16:29:42.395542Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation c5bc22bd-1c5f-4a84-b852-7b55ec468fbf · outbound

This paper cites an unresolved cited work.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts Unresolved cited work

Reference 84

Resolution
unresolved
no resolver link, observed 2026-08-04T16:29:42.485312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 24914214-f54e-4bb6-b5e6-914ecf92e373 · outbound

This paper cites I don’t know.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts I don’t know

Reference 85

Resolution
unresolved
no resolver link, observed 2026-08-04T16:29:42.524627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:29:42.524627Z digest=sha256:5c1dacd82369e04aeafb55bf254b93422ae5062a84a0ed9159f87768af21e73d

Observation fdeb7ef9-cb85-4078-bc1b-bde91883a10e · outbound

This paper cites InPersuasive Technology.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts InPersuasive Technology

Reference 2018

Resolution
verified exact
doi, observed 2026-08-04T16:33:48.357533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 78013b2a-2f16-420f-a520-4ccb5d4948db · outbound

This paper cites 2022), 100101.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts 2022), 100101

Reference 2022

Resolution
unresolved
no resolver link, observed 2026-08-04T16:29:38.972461Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation d5f037fb-479f-40eb-8322-0867edee76b7 · outbound

This paper cites an unresolved cited work.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts Unresolved cited work

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-04T16:29:38.817435Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T16:29:38.817435Z digest=sha256:d8e644d329c38d1df805a679dc0df91c60e15d55797bc566ce7022fbf88a1042

Observation 80512d23-77ad-4a5c-8b88-eb9fdc65525a · outbound

This paper cites an unresolved cited work.

"GenAI Defaults to Bias!" Gamify AI Literacy Through Reflections on Prompts Unresolved cited work

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-04T16:29:40.294781Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Pith citing papers

No inbound Pith citation observations are available.