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Paper Citation Record · LEDGER

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild"

As of 10 August 2026, this Paper Citation Record lists 100 of 116 outbound references and 0 inbound Pith citation observations for arXiv:2509.08912.

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

pith.paper-citation-record.v1
2509.08912 v1

Coverage vector

measured 100 of 116 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T20:03:41.786161Z

measured 100 of 100 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

100 of 116 outbound references displayed

  • verified exact2
  • verified fuzzy0
  • unresolved98
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6f66d6a2-ebfc-401c-9424-1bb63a03897e · outbound

This paper cites an unresolved cited work.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Unresolved cited work

Reference 1

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unresolved
no resolver link, observed 2026-08-04T20:03:33.190329Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:03:33.190329Z digest=sha256:eb20fa1d469dbd9a564dc891882f0ee6d5080852525d8f3a19347a4f88a73f24

Observation 21642f5d-ea54-4127-95cc-c280a424fb22 · outbound

This paper cites an unresolved cited work.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Unresolved cited work

Reference 2

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-04T20:03:33.303852Z digest=sha256:95395cfe4f0f92fb7dfae0e5a5cad144ac4091465502791efbaa5a90404d4dda

Observation 44915870-36f3-4b2c-92fd-06cc6841ed2e · outbound

This paper cites an unresolved cited work.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Unresolved cited work

Reference 3

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:03:33.348788Z digest=sha256:e0f4b8fde5c7d5333e8cdbaf3b3323bd6f46f41f1eab1bb9967a70dbb7e5daeb

Observation 590c1797-79b8-4124-a562-cee8b78c0b25 · outbound

This paper cites an unresolved cited work.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Unresolved cited work

Reference 4

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:03:33.420917Z digest=sha256:c2a4c3f344bf492f8a434d261947b94c7bb53ef8a4153aea51b5db950470a3c1

Observation 96141a7c-a6e5-4ced-9d46-9f25d944fe4d · outbound

This paper cites an unresolved cited work.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Unresolved cited work

Reference 5

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no resolver link, observed 2026-08-04T20:03:33.540633Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:03:33.540633Z digest=sha256:0a488c6716fec94413af82da06f73c544020d76551a387bcf2e76d2deb5b0090

Observation 81b3d2bb-8c72-4e3b-bba7-ab3936670dc5 · outbound

This paper cites LLM-Generated Black-box Explanations Can Be Adversarially Helpful.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" LLM-Generated Black-box Explanations Can Be Adversarially Helpful

Reference 6

Resolution
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no resolver link, observed 2026-08-04T20:03:33.662631Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:03:33.662631Z digest=sha256:09246d928ca6d671ac467504a1d443532fcaa0d4e3b37d42546798c220e628d0

Observation c456c8a8-94c6-4c15-b93b-0c99c35e7039 · outbound

This paper cites an unresolved cited work.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-04T20:03:33.788702Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:03:33.788702Z digest=sha256:8933f791ee4177ae8400fe0ee7665f98d87ac001c689c2fb65097c05a424f6d1

Observation 3dd81439-283f-4f0f-812f-4215610d3885 · outbound

This paper cites an unresolved cited work.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Unresolved cited work

Reference 8

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unresolved
no resolver link, observed 2026-08-04T20:03:33.877585Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:03:33.877585Z digest=sha256:f4c88faa97e01041496bb55d272fa9d6e5fe04d2220da9b0ed79487d20f34dff

Observation bb130ccf-0587-4418-8e8f-bd0ab9f712f1 · outbound

This paper cites an unresolved cited work.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Unresolved cited work

Reference 9

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no resolver link, observed 2026-08-04T20:03:33.995299Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:03:33.995299Z digest=sha256:de5c6055ef206b406ae14eab47f434a4309db71d464717d0b02ec311f0fec858

Observation 537ada0e-5849-4c4a-8977-42ad2b65c4e1 · outbound

This paper cites an unresolved cited work.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Unresolved cited work

Reference 10

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no resolver link, observed 2026-08-04T20:03:34.180983Z

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source=pdf_text observed=2026-08-04T20:03:34.180983Z digest=sha256:e36da262360bb38d8860b0e46010345df009b950391dbea9e9ffbae81ec1d422

Observation 791f62dc-c0bf-4918-a97a-cdbf497674fb · outbound

This paper cites an unresolved cited work.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Unresolved cited work

Reference 11

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-04T20:03:34.342131Z digest=sha256:3216a22e96094f95383b3f2f295b98c2873edc43300bfdc5e6a31bc18c334251

Observation 00019c9d-9a71-46a4-a88f-c01bb314f084 · outbound

This paper cites an unresolved cited work.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Unresolved cited work

Reference 12

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unresolved
no resolver link, observed 2026-08-04T20:03:34.503234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:03:34.503234Z digest=sha256:b19ca8a0926c4fe161d03432bc6d0c57d515860fc0498c430e3cbbd204a72d80

Observation 29c1cd60-2446-4ef3-bb2a-8383c246b32c · outbound

This paper cites Large Language Models are Vulnerable to Bait-and-Switch Attacks for Generating Harmful Content.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Large Language Models are Vulnerable to Bait-and-Switch Attacks for Generating Harmful Content

Reference 13

Resolution
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no resolver link, observed 2026-08-04T20:03:34.617279Z

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source=pdf_text observed=2026-08-04T20:03:34.617279Z digest=sha256:901c89922a00674fb4b25d9f7789991a59bf37b09be9345e1e461d0121ffaba8

Observation 7ee98534-16fa-46ec-b774-4dba5a6ad099 · outbound

This paper cites an unresolved cited work.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Unresolved cited work

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-04T20:03:34.727201Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:03:34.727201Z digest=sha256:cb2b40875bd98e4f11a4f80ff189dec3ef8a9624480ebef5cf617990497607bf

Observation 620b4173-2ac5-459d-8119-718f4a1169d2 · outbound

This paper cites an unresolved cited work.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Unresolved cited work

Reference 15

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:03:34.865027Z digest=sha256:6138e4ffdd20c711abb8bcc4a9ba2d42555fbe3aecde37073ac2511a38879131

Observation 6eb6e4e7-f586-4269-bfcf-1213a1d68955 · outbound

This paper cites an unresolved cited work.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Unresolved cited work

Reference 16

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source=pdf_text observed=2026-08-04T20:03:34.992196Z digest=sha256:cdf6a01b371bb2e3a500233898f92234a420089e47c39ea6a426ebfad7a78f10

Observation a57479c4-73ca-4da6-9407-c74b85734801 · outbound

This paper cites an unresolved cited work.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Unresolved cited work

Reference 17

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source=pdf_text observed=2026-08-04T20:03:35.070293Z digest=sha256:d20cc3e470ed48b21ae4d650511a8958dee111437fdb5186eea69728ce8ca8ea

Observation 7db1699b-6e5c-4f2a-adc0-6dc0522f4fcc · outbound

This paper cites an unresolved cited work.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Unresolved cited work

Reference 18

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:03:35.160862Z digest=sha256:a35c2858ae37dca7cef7e20c95ff5da3794d8d3a7f7ddf232cbf6134fd7402b3

Observation 786cce3c-7fd9-4729-999f-be200c6a054c · outbound

This paper cites an unresolved cited work.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Unresolved cited work

Reference 19

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:03:35.272393Z digest=sha256:6a70c77d512341c74a63bbbea95588227ba4adc2454c1cb6e35834a29e47b385

Observation 436f745c-3a59-4817-8825-254341e344cf · outbound

This paper cites an unresolved cited work.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Unresolved cited work

Reference 20

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source=pdf_text observed=2026-08-04T20:03:35.391442Z digest=sha256:3dd7d1c16affc61b2078d8cf7c72576d3ba2e8a7682ea4fddecd3821bdc1c887

Observation b5ff1cc6-458f-49a2-8736-6d20cfb89afd · outbound

This paper cites an unresolved cited work.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Unresolved cited work

Reference 21

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:03:35.467310Z digest=sha256:35b9938fe8f872ec82f370033c7a415fb02bd674386be2796848f4ce2e8cafac

Observation 31683cf0-9890-4770-8c7e-20c0f932d9c3 · outbound

This paper cites an unresolved cited work.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Unresolved cited work

Reference 22

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:03:35.596217Z digest=sha256:35313284a6c581c51445f9c7783dbb2f63551b4497ff5ba6a380e9120686012c

Observation fa26dab9-f780-4288-8675-526840f275ed · outbound

This paper cites an unresolved cited work.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Unresolved cited work

Reference 23

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unresolved
no resolver link, observed 2026-08-04T20:03:35.687491Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:03:35.687491Z digest=sha256:206fbe36320c765a441ea59e75a30b9c8c18c4112d6d46d4085a0ab575e7c7b7

Observation 315ea718-d661-4332-b38c-658d73b40f20 · outbound

This paper cites an unresolved cited work.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Unresolved cited work

Reference 24

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unresolved
no resolver link, observed 2026-08-04T20:03:35.796989Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:03:35.796989Z digest=sha256:048a2d6bff9728e28f606b97f744ce7147ee579f8d7bf3ec091be5f3100bfe46

Observation 8c437b23-020b-4828-80ad-21f13f2a5799 · outbound

This paper cites All That's 'Human' Is Not Gold: Evaluating Human Evaluation of Generated Text.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" All That's 'Human' Is Not Gold: Evaluating Human Evaluation of Generated Text

Reference 25

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source=pdf_text observed=2026-08-04T20:03:35.978854Z digest=sha256:c163ff9af7ef5278dd8526129ec06a2c223eeb15f7574e73dc874f3b65a0a75b

Observation f3f65b9d-ac98-43e5-ac80-402d26efa79c · outbound

This paper cites an unresolved cited work.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Unresolved cited work

Reference 26

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unresolved
no resolver link, observed 2026-08-04T20:03:35.890941Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:03:35.890941Z digest=sha256:99fbf417950cb8a29de6a1293d40e58d42ca7fb2f60e3237b5fff2eec2716ed0

Observation 9acbf2ff-f71c-4d0a-8a70-1463ea12616c · outbound

This paper cites Dibble, Tilo Hartmann, and Sarah F.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Dibble, Tilo Hartmann, and Sarah F

Reference 27

Resolution
verified exact
doi, observed 2026-08-04T20:09:17.314353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-04T20:03:36.208697Z digest=sha256:8fc665032911222f36e7f59719efa6f7ab2d2b5681b537e3b8d0d247df0dd65b

Observation f66dce05-8dae-467b-b1d9-8818193bc4dc · outbound

This paper cites Toxicity in ChatGPT: Analyzing Persona-assigned Language Models.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Toxicity in ChatGPT: Analyzing Persona-assigned Language Models

Reference 28

Resolution
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source=pdf_text observed=2026-08-04T20:03:36.085653Z digest=sha256:c46a8c60ff3cbce9eef6d8f07bc4042deb3de90eb6ed135efaa834f8979456a9

Observation 8e6906b2-ea0f-42b8-afc4-43245413e7eb · outbound

This paper cites Towards A Rigorous Science of Interpretable Machine Learning.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Towards A Rigorous Science of Interpretable Machine Learning

Reference 29

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no resolver link, observed 2026-08-04T20:03:36.506787Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:03:36.506787Z digest=sha256:2a2a831b7652b1e432889a7d9cfeee2324c6ccda966207acc5e85fa20d881ca9

Observation 816fdf55-4a64-48a0-96ae-9d05b399fdbc · outbound

This paper cites an unresolved cited work.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Unresolved cited work

Reference 30

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no resolver link, observed 2026-08-04T20:03:36.299730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:03:36.299730Z digest=sha256:8221082e93d20e9071a93a0df77ef13204642184c4600e556a4b1e9d038a16ab

Observation d0418aaa-b9ef-4f7c-8c1d-3e5e2fc5b5b6 · outbound

This paper cites an unresolved cited work.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Unresolved cited work

Reference 31

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unresolved
no resolver link, observed 2026-08-04T20:03:36.753398Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:03:36.753398Z digest=sha256:f002d1a4819cf88020ed090aa28b98320d942e89b6f9e2e7542c1ccc5d91ca26

Observation 4fc3210c-b066-4ece-87ad-628a7208bb8d · outbound

This paper cites Feuston, Alex S.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Feuston, Alex S

Reference 32

Resolution
verified exact
doi, observed 2026-08-04T20:09:17.285056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-04T20:03:36.864265Z digest=sha256:7b0f9801d007b2e360e18173c5bf08e52972c1d39ae8556d2bef0a3a7b9672c5

Observation 728e0017-1acc-45c5-ba70-3e744bc2b186 · outbound

This paper cites an unresolved cited work.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Unresolved cited work

Reference 33

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:03:36.635150Z digest=sha256:45088b598603fdb8559e0f524ce2b6c82f36f5a9dd7d6aecfa75929fff1a4625

Observation 4b83b838-12f1-4794-9201-c72705381f1f · outbound

This paper cites an unresolved cited work.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Unresolved cited work

Reference 34

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no resolver link, observed 2026-08-04T20:03:37.043007Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:03:37.043007Z digest=sha256:72888ec7250bf934692b8fb8ec63009b9f5cbc5386f0b9af6eb50d79042bd9bf

Observation 28cffac3-6387-4007-999b-fd55096c1455 · outbound

This paper cites an unresolved cited work.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Unresolved cited work

Reference 35

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unresolved
no resolver link, observed 2026-08-04T20:03:37.134037Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:03:37.134037Z digest=sha256:0af8ebb61bd45ce696ac614fc1b130f9c3399b0fcba0aaecb66c4f8e9e33d176

Observation 54f6f6e5-058c-4a62-b235-bd4e3e3a1d2d · outbound

This paper cites an unresolved cited work.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Unresolved cited work

Reference 36

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unresolved
no resolver link, observed 2026-08-04T20:03:36.951390Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:03:36.951390Z digest=sha256:e6aa6d9d33ea847d0465bec6f2d5602d5171ebe6275239b2f1d5e9b7e5266151

Observation 117efd84-cf8f-4eff-84a2-e07bc635cb44 · outbound

This paper cites an unresolved cited work.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Unresolved cited work

Reference 37

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unresolved
no resolver link, observed 2026-08-04T20:03:37.293081Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:03:37.293081Z digest=sha256:031204a0fece86f60eafcb30c712f7bab2e7abb58b961106f557c71096ea2146

Observation 4cab010c-f0f3-4132-abdc-46ce4e19ac9b · outbound

This paper cites Generative Language Models and Automated Influence Operations: Emerging Threats and Potential Mitigations.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Generative Language Models and Automated Influence Operations: Emerging Threats and Potential Mitigations

Reference 38

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unresolved
no resolver link, observed 2026-08-04T20:03:37.388902Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:03:37.388902Z digest=sha256:e65aa04f727647cbe889412dfb6e60415dee867fb2b19b5b3d8a39ef0798c64f

Observation 6432c9ae-020f-40d1-89fd-cf5b1cd8af91 · outbound

This paper cites RealToxicityPrompts: Evaluating Neural Toxic Degeneration in Language Models.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" RealToxicityPrompts: Evaluating Neural Toxic Degeneration in Language Models

Reference 39

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Observation 753a3711-d33a-47d3-8c83-b350661c64db · outbound

This paper cites an unresolved cited work.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Unresolved cited work

Reference 40

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Observation 7cbba56e-09e2-47d9-89cd-28e34b868b47 · outbound

This paper cites Don’t Forget the Teachers.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Don’t Forget the Teachers

Reference 41

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Observation 6e049201-dc12-420c-abff-56aefd656173 · outbound

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

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" BERTopic: Neural topic modeling with a class-based TF-IDF procedure

Reference 42

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Observation e4dc2bbe-c48d-432a-874b-202e1e6861fe · outbound

This paper cites an unresolved cited work.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Unresolved cited work

Reference 43

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Observation 133b3fa0-9d9c-4d83-9323-c5b8aa735286 · outbound

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Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Unresolved cited work

Reference 44

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Observation b1e22762-30f1-4f23-8449-b06ee407271c · outbound

This paper cites an unresolved cited work.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Unresolved cited work

Reference 45

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Observation 53894ab3-1bf5-43c7-be10-2e3618e63299 · outbound

This paper cites Attention is not Explanation.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Attention is not Explanation

Reference 46

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Observation 2306bbe6-1b75-4be2-b425-9034b49ef7ce · outbound

This paper cites an unresolved cited work.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Unresolved cited work

Reference 47

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Observation 6bb9488b-ae73-4673-bbac-b9b9de3b1ebf · outbound

This paper cites Characterizing and modeling harms from interactions with design patterns in AI interfaces.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Characterizing and modeling harms from interactions with design patterns in AI interfaces

Reference 48

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source=pdf_text observed=2026-08-04T20:03:37.918421Z digest=sha256:342ac486272cb61bda39e6d3fec218f31c0c666f1d77fe6bad6154b858688d52

Observation 79cb6c57-52d3-4c21-a084-81a8c952175d · outbound

This paper cites an unresolved cited work.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Unresolved cited work

Reference 49

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source=pdf_text observed=2026-08-04T20:03:38.284379Z digest=sha256:25897239dd81cb69174af879bd7ab8388ba720d76a3b63f9413eabedc11fb497

Observation 7f52be8a-48c4-4f3b-bc4d-e87da74b1fa8 · outbound

This paper cites an unresolved cited work.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Unresolved cited work

Reference 50

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source=pdf_text observed=2026-08-04T20:03:38.461474Z digest=sha256:1b30b93616f9534edb13bee65b3087687a3159820363e1f583b1b159f140910a

Observation 914c6634-b26d-464c-968b-96fd6a0f0bb2 · outbound

This paper cites an unresolved cited work.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Unresolved cited work

Reference 51

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source=pdf_text observed=2026-08-04T20:03:38.171454Z digest=sha256:e8057c9e1f2e605a921016a2f30938b72ccbfc340abde0b47fbad2aa4c90782a

Observation 712a32f6-0159-4e0e-ad5a-6463c42644a8 · outbound

This paper cites I’m Not Sure, But.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" I’m Not Sure, But

Reference 52

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Observation e4427357-32a0-476a-86a0-da8475af571c · outbound

This paper cites InFindings of the Association for Computational Linguistics: EMNLP 2023.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" InFindings of the Association for Computational Linguistics: EMNLP 2023

Reference 53

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Observation 56644d67-713a-465d-8dc4-ae9b2e8d3cb0 · outbound

This paper cites an unresolved cited work.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Unresolved cited work

Reference 54

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source=pdf_text observed=2026-08-04T20:03:38.822959Z digest=sha256:5dc7611488bcf7d7427ccf5687035fe5cf3572b0961b42d8ae404815672d4420

Observation 31b70391-e90b-4c46-8445-b5c1483009b7 · outbound

This paper cites an unresolved cited work.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Unresolved cited work

Reference 55

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source=pdf_text observed=2026-08-04T20:03:38.558624Z digest=sha256:79e4e4a4dbad059f6378ba3ca2284d2cda2d181380e29a1cda87d389ff3d5fd8

Observation 848710c1-37d4-4298-a015-53edaca45896 · outbound

This paper cites If the machine is as good as me, then what use am I?.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" If the machine is as good as me, then what use am I?

Reference 56

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source=pdf_text observed=2026-08-04T20:03:39.079769Z digest=sha256:f4f9c35b9475d4ff567f179e98921d4dc663d6a28d95fe215e9842bbb0c7bfea

Observation 9008f93f-727e-4398-9c6a-1196ac1007a5 · outbound

This paper cites an unresolved cited work.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Unresolved cited work

Reference 57

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source=pdf_text observed=2026-08-04T20:03:38.732297Z digest=sha256:24a4e0b6722640c0b9059ecfc4a9c17c82f51660cee39eb0bde8f167866c3193

Observation 9a4c4791-9733-43c5-b495-81e73f9abfe9 · outbound

This paper cites an unresolved cited work.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Unresolved cited work

Reference 58

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Observation 0183669f-c079-460f-b6eb-26681efb02ca · outbound

This paper cites From Promising Capability to Pervasive Bias: Assessing Large Language Models for Emergency Department Triage.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" From Promising Capability to Pervasive Bias: Assessing Large Language Models for Emergency Department Triage

Reference 59

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source=pdf_text observed=2026-08-04T20:03:39.320592Z digest=sha256:58071495d3170c7b132f2a6cde5ed795f80d4577272e6827bec30f9708c8d898

Observation a68349c0-3431-485f-a20c-48eefb79b4af · outbound

This paper cites an unresolved cited work.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Unresolved cited work

Reference 60

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Observation bb8ade93-1276-4c51-a73b-0956822c6503 · outbound

This paper cites an unresolved cited work.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Unresolved cited work

Reference 61

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source=pdf_text observed=2026-08-04T20:03:39.541391Z digest=sha256:78fe3e9bb309e91331dc362f158679c1236474d04c8a9025b2a7ca2fe25bd2cf

Observation 2858c3e1-4ca4-4273-978c-7e3a929cd751 · outbound

This paper cites an unresolved cited work.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Unresolved cited work

Reference 62

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source=pdf_text observed=2026-08-04T20:03:39.143553Z digest=sha256:16f8eeb6d3092298e05528fab7f01f99e76ca63990d3635a47da031f27efdea6

Observation e66e3264-a361-4f37-b758-3547353f8737 · outbound

This paper cites an unresolved cited work.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Unresolved cited work

Reference 63

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source=pdf_text observed=2026-08-04T20:03:39.730005Z digest=sha256:1d5a1883f98a58aa175d078c1d641b66d7abc94af31be807fdc76e2595b76dab

Observation 5fdecb15-c392-4668-8f45-af50c280b052 · outbound

This paper cites A Closer Look at the Existing Risks of Generative AI: Mapping the Who, What, and How of Real-World Incidents.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" A Closer Look at the Existing Risks of Generative AI: Mapping the Who, What, and How of Real-World Incidents

Reference 64

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source=pdf_text observed=2026-08-04T20:03:39.912894Z digest=sha256:b6ef0647f086d392315d6beb09fa3abf2c55cf1567e90b47b321783af1bf003b

Observation 7a475bb1-d5f3-4c05-b055-a70ed03622b2 · outbound

This paper cites Cha, Shashank Ojha, and Daniel Kusbit.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Cha, Shashank Ojha, and Daniel Kusbit

Reference 65

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Observation 7f8fd8d8-a1d0-438d-bad0-e58f49ef5f69 · outbound

This paper cites AI Transparency in the Age of LLMs: A Human-Centered Research Roadmap.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" AI Transparency in the Age of LLMs: A Human-Centered Research Roadmap

Reference 66

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source=pdf_text observed=2026-08-04T20:03:40.076275Z digest=sha256:124431010e92e25afa6cab60333900378bb4fdafd01c0d7cc72cb38d51eb6afc

Observation 17306c25-fdae-427b-8c87-07f145ef590d · outbound

This paper cites an unresolved cited work.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Unresolved cited work

Reference 67

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source=pdf_text observed=2026-08-04T20:03:40.153410Z digest=sha256:f5b88865b552ac047bfa02c3360c13b4da9ed5bf044ff3699231f10c0b53a3be

Observation 6df13a73-e2cf-4476-b840-9719b0eb93ea · outbound

This paper cites From Pixels to Places: A Systematic Benchmark for Evaluating Image Geolocalization Ability in Large Language Models.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" From Pixels to Places: A Systematic Benchmark for Evaluating Image Geolocalization Ability in Large Language Models

Reference 68

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source=pdf_text observed=2026-08-04T20:03:39.642932Z digest=sha256:5869ab19b9a70b69e95a512118ca406e6bea2219c6633b3b6033b67e5ef92a7d

Observation 869f3e44-62da-4319-96d2-87cbed42d3a5 · outbound

This paper cites LLM Can be a Dangerous Persuader: Empirical Study of Persuasion Safety in Large Language Models.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" LLM Can be a Dangerous Persuader: Empirical Study of Persuasion Safety in Large Language Models

Reference 69

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source=pdf_text observed=2026-08-04T20:03:40.360991Z digest=sha256:3edbb7f8e4cd5b8418c6f07884990d2dd869e06a042e2450712fd718aa039b7d

Observation b9171f49-d62c-4112-8235-9c881fbd2f86 · outbound

This paper cites How advertiser-friendly is my video?.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" How advertiser-friendly is my video?

Reference 70

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Observation 37c19556-0976-47ea-b669-c0f8e746275d · outbound

This paper cites an unresolved cited work.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Unresolved cited work

Reference 71

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Observation a855d961-e38d-4695-b826-7ecca36275ff · outbound

This paper cites an unresolved cited work.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Unresolved cited work

Reference 72

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source=pdf_text observed=2026-08-04T20:03:39.986548Z digest=sha256:b0c3b1d91b51b043826590b3013b643e47666136b45ed60e85fde3dc3fd811d6

Observation 044aabeb-5d87-40a5-b3ec-cb8580a40336 · outbound

This paper cites an unresolved cited work.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Unresolved cited work

Reference 73

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source=pdf_text observed=2026-08-04T20:03:40.650467Z digest=sha256:ccae66eee3f586b86731ab011ed5685d559cc18d0a3ab435909b9962996fb8ad

Observation af144f92-5b36-4d63-9607-151ae3f06e3f · outbound

This paper cites UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction

Reference 74

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source=pdf_text observed=2026-08-04T20:03:40.683643Z digest=sha256:5e43bc1a6fcd3d045d87053fef9b000dfc24ff817438dded7d6bc83ba2322f9a

Observation 072cf44c-f479-4bb9-bf2c-a1582b7ffda5 · outbound

This paper cites an unresolved cited work.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Unresolved cited work

Reference 75

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source=pdf_text observed=2026-08-04T20:03:40.208191Z digest=sha256:b781568b3c6af2271452b7227179a1371844cb0d40f61f3190752778f86e5670

Observation 92cd1bc4-7dad-4f82-852e-9befc90b9190 · outbound

This paper cites an unresolved cited work.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Unresolved cited work

Reference 76

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source=pdf_text observed=2026-08-04T20:03:40.266944Z digest=sha256:f4b3f79dff5ddbcf559169c2c3dedcdf900f70b074f19ebc34a19184ad4cdb39

Observation c96da0f8-dd74-4d17-abb6-e394437c294e · outbound

This paper cites an unresolved cited work.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Unresolved cited work

Reference 77

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source=pdf_text observed=2026-08-04T20:03:40.830266Z digest=sha256:fe1d534b076996587ef15f04e8a849862ab2494faa5d00702ff63d597232a095

Observation ef89d0bb-3503-4bf7-a400-2843164a7193 · outbound

This paper cites 2024.PRA W: The Python Reddit API Wrapper.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" 2024.PRA W: The Python Reddit API Wrapper

Reference 78

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source=pdf_text observed=2026-08-04T20:03:40.875507Z digest=sha256:b96bf58871e9d9810e0092d04c41e7bb9e3f27413725aff8d3146acd07919e87

Observation 748b8380-6c9a-46c3-aae0-08b103f60229 · outbound

This paper cites an unresolved cited work.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Unresolved cited work

Reference 79

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Observation d781164c-73f1-43a8-ad1a-c300dc762f7c · outbound

This paper cites an unresolved cited work.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Unresolved cited work

Reference 80

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source=pdf_text observed=2026-08-04T20:03:40.606673Z digest=sha256:d6e8c6ae1f418d502f1c4a201085d791f9337d145d6fef80d6457ac061863169

Observation 8dc3b058-ab58-48f9-94f8-36540ab440d6 · outbound

This paper cites Why should i trust you?.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Why should i trust you?

Reference 81

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Observation 46212dcf-1cba-4375-9040-462bd8ebf8de · outbound

This paper cites an unresolved cited work.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Unresolved cited work

Reference 82

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source=pdf_text observed=2026-08-04T20:03:41.083531Z digest=sha256:29b5752cbb973c467605393b155e6f23da9e7183ed6dabf3b65d2c536de1a200

Observation b4b44ecb-8370-4d80-bd75-f58160af159a · outbound

This paper cites an unresolved cited work.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Unresolved cited work

Reference 83

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source=pdf_text observed=2026-08-04T20:03:40.732868Z digest=sha256:7c722afcf0c533de43d9b0821b3db50bdfc91b005fd6b3fb5f92d0f436f387bd

Observation 5fd7114a-b5cd-42b1-9d3a-94b629a8eb8e · outbound

This paper cites an unresolved cited work.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Unresolved cited work

Reference 84

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Observation 161ea619-9f8b-4b9d-84c9-54e29975b29b · outbound

This paper cites an unresolved cited work.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Unresolved cited work

Reference 85

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Observation 8b118f0a-f11f-4ee1-b76e-4776b1d86899 · outbound

This paper cites Risks of AI Scientists: Prioritizing Safeguarding Over Autonomy.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Risks of AI Scientists: Prioritizing Safeguarding Over Autonomy

Reference 86

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source=pdf_text observed=2026-08-04T20:03:41.233789Z digest=sha256:c40fbaf9306ec3a53c4bd550dba595c7754dc6f264f30f59cdf03f6e33a6abe0

Observation be37c88d-1ce3-4471-bee2-3b6521ecdda4 · outbound

This paper cites an unresolved cited work.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Unresolved cited work

Reference 87

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source=pdf_text observed=2026-08-04T20:03:41.262271Z digest=sha256:a81071d873af2e6adf8e78edeea647841ec0ebbb129786e2119b6bf4ef8bce92

Observation 819456d1-8423-47c5-83d4-640b02cc2d2f · outbound

This paper cites an unresolved cited work.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Unresolved cited work

Reference 88

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source=pdf_text observed=2026-08-04T20:03:40.983561Z digest=sha256:df5ba6baaf5e3e5c58022c3ee6c325ae223e07713da752f98b61d2d05f048471

Observation dab4bb81-157d-42d8-8a30-c18815c44777 · outbound

This paper cites an unresolved cited work.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Unresolved cited work

Reference 89

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source=pdf_text observed=2026-08-04T20:03:41.344907Z digest=sha256:c93377207d22fdb252b2bd987cee21ab099eec66459084120b78df7076f7d25a

Observation 1ff9e7a1-21d6-4ec5-a844-06bcf7816166 · outbound

This paper cites an unresolved cited work.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Unresolved cited work

Reference 90

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source=pdf_text observed=2026-08-04T20:03:41.393858Z digest=sha256:a3057c02dc403bae65acd5999200cd6b341c7f796b15d5db1abfd4a6fb3caed7

Observation 6befa2f2-bd92-4feb-a057-0514fb3e6b7a · outbound

This paper cites an unresolved cited work.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Unresolved cited work

Reference 91

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source=pdf_text observed=2026-08-04T20:03:41.141291Z digest=sha256:5fef4fc38301b781e0e563d9ebf427630c3d57a1eb83efcb51621cd3a20e6316

Observation 582dab19-9170-42c9-836b-17825544318b · outbound

This paper cites an unresolved cited work.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Unresolved cited work

Reference 92

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source=pdf_text observed=2026-08-04T20:03:41.172026Z digest=sha256:28946fdea98038268b1d5df55d7456ff0f98478920d5dd26287a4a3437ec33f2

Observation 48b4f305-9943-4d4a-b270-c3d2afdc319e · outbound

This paper cites an unresolved cited work.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Unresolved cited work

Reference 93

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source=pdf_text observed=2026-08-04T20:03:41.483435Z digest=sha256:fe704e9fba38fa8f9416bedf68254efcc6b4783e905f26a89726d9b4da89c371

Observation ecf60b7e-919c-4b4f-a7d3-9b1be7634972 · outbound

This paper cites A Comprehensive Review of Multimodal Large Language Models: Performance and Challenges Across Different Tasks.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" A Comprehensive Review of Multimodal Large Language Models: Performance and Challenges Across Different Tasks

Reference 94

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source=pdf_text observed=2026-08-04T20:03:41.564574Z digest=sha256:49af21e765819112ce6c76e5adcc70578b02530d8c61a2f5d4f9ebdacabe0662

Observation 936ee9ce-b129-46fe-8f9e-7b97cc37cb09 · outbound

This paper cites Do you trust me?.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Do you trust me?

Reference 95

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source=pdf_text observed=2026-08-04T20:03:41.609101Z digest=sha256:a84fa26819f0779f1fe86e799bd999eb8fbd5fd32b843802fb4bc6492b7e1d52

Observation b8c8c4a5-4049-4f33-924b-7b85b2f13444 · outbound

This paper cites DebugBench: Evaluating Debugging Capability of Large Language Models.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" DebugBench: Evaluating Debugging Capability of Large Language Models

Reference 96

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source=pdf_text observed=2026-08-04T20:03:41.299432Z digest=sha256:a18698fc45ec1d2f74d064599558189e7af7357204c2b171dbd8d89baabc778e

Observation 44c611bc-9f13-4d68-b956-2e8f5b0f32dc · outbound

This paper cites an unresolved cited work.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Unresolved cited work

Reference 97

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source=pdf_text observed=2026-08-04T20:03:41.684459Z digest=sha256:9ce36127b20dce0b424905fd62c29f2244cf1a013ccf9da1dd92f447951fd9fb

Observation 7ccf30f2-3f27-4833-b76c-360bb9ecd1cb · outbound

This paper cites an unresolved cited work.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Unresolved cited work

Reference 98

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source=pdf_text observed=2026-08-04T20:03:41.786161Z digest=sha256:4bbf9c3e628ffdd54b43f2c5c9d96c13604eba1d8733b725854cd7e333f27795

Observation 189d285d-82b8-4925-bb04-c902da0fe7cc · outbound

This paper cites an unresolved cited work.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Unresolved cited work

Reference 99

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source=pdf_text observed=2026-08-04T20:03:41.408152Z digest=sha256:b8ec4e42d35a5e6aa6e17e87f5e0958ab83144dfbceb6503199160034b729b7f

Observation 009107c5-d2e2-4491-b0a3-098b3d82a057 · outbound

This paper cites an unresolved cited work.

Towards Trustworthy AI: Characterizing User-Reported Risks across LLMs "In the Wild" Unresolved cited work

Reference 100

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source=pdf_text observed=2026-08-04T20:03:41.425100Z digest=sha256:f148c9e5318197b46f7d4b821efda893c6c94d7f03fd1800642cbf5ee3e56747

Pith citing papers

No inbound Pith citation observations are available.