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Paper Citation Record · LEDGER

The Value of Disagreement in AI Design, Evaluation, and Alignment

As of 17 August 2026, this Paper Citation Record lists 100 of 132 outbound references and 0 inbound Pith citation observations for arXiv:2505.07772.

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

pith.paper-citation-record.v1
2505.07772 v1

Coverage vector

measured 100 of 132 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T22:12:23.404641Z

measured 100 of 100 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+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 132 outbound references displayed

  • verified exact4
  • verified fuzzy4
  • unresolved90
  • parse uncertain0
  • malformed identifier2
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c235055e-3b50-43cc-b244-ced9f46ed428 · outbound

This paper cites OpenAI's Approach to External Red Teaming for AI Models and Systems.

The Value of Disagreement in AI Design, Evaluation, and Alignment OpenAI's Approach to External Red Teaming for AI Models and Systems

Reference 1

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:12:22.955358Z digest=sha256:37a130cbce874cca7f58305a5a8e22c5ecac73a8f17cf7943211f47050038ae6

Observation a8d4f2ef-cffb-4435-a38a-48bf5f0b46e8 · outbound

This paper cites an unresolved cited work.

The Value of Disagreement in AI Design, Evaluation, and Alignment Unresolved cited work

Reference 2

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:12:23.029904Z digest=sha256:2d83699cccd3b62fafa0865234e0a1a23bcece3831e7d099b89e1b89e06e299a

Observation 3d5c6eb2-87f0-4318-b522-d1e78b1af3a3 · outbound

This paper cites an unresolved cited work.

The Value of Disagreement in AI Design, Evaluation, and Alignment Unresolved cited work

Reference 3

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:12:23.034124Z digest=sha256:3388a00c64793a9ce39b8b2e726cc6ab0a0c2c6ea9c94c2039b2add84339e82f

Observation f48be7c2-5358-4d60-8104-952b2b587e6c · outbound

This paper cites an unresolved cited work.

The Value of Disagreement in AI Design, Evaluation, and Alignment 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=2026-08-15T22:12:23.038524Z digest=sha256:29044a42557504ca54210664959b912711be91339839963e2e7cdcaf25085798

Observation 79a0725a-b9b4-4d02-b107-b9ace568d8d1 · outbound

This paper cites an unresolved cited work.

The Value of Disagreement in AI Design, Evaluation, and Alignment Unresolved cited work

Reference 5

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:12:23.046629Z digest=sha256:c83078018bb79a9a0c90e083cd69bb2fcb3509003934165ae327c3e9917d8313

Observation abafa606-bc33-4108-875c-5e066a26cfea · outbound

This paper cites 2023.Fairness and machine learning: Limitations and opportunities.

The Value of Disagreement in AI Design, Evaluation, and Alignment 2023.Fairness and machine learning: Limitations and opportunities

Reference 6

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:12:23.050006Z digest=sha256:e2e7d588f4f4f7e2cc13c17254bfcea021c7913a1db093dbe37e4540e48827a6

Observation 08a2dfb2-c3fd-4085-899a-602be0a5ef9a · outbound

This paper cites an unresolved cited work.

The Value of Disagreement in AI Design, Evaluation, and Alignment Unresolved cited work

Reference 7

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unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:12:23.053435Z digest=sha256:c06f2b51adc912546590ea19f476f50a179af7731a00f9c4b29e5ee85ac99602

Observation 411c09e4-07c7-42a2-84ed-1957723f353a · outbound

This paper cites an unresolved cited work.

The Value of Disagreement in AI Design, Evaluation, and Alignment Unresolved cited work

Reference 8

Resolution
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no resolver link, observed 2026-08-15T22:12:23.056779Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:12:23.056779Z digest=sha256:865a0020bc323e2174f49aa543f2db5a8bd8f885c27e1d8a8c7b0c1177b471d5

Observation bb15b8c0-b6ee-44eb-8f3f-1d66d1363196 · outbound

This paper cites an unresolved cited work.

The Value of Disagreement in AI Design, Evaluation, and Alignment Unresolved cited work

Reference 9

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:12:23.060081Z digest=sha256:d9371a9c5867fb9e0b19b4e670035686abdb75d2ffdb54266024b2c2dbfb361d

Observation f75652be-1e88-4b5e-9f10-04714f192dec · outbound

This paper cites an unresolved cited work.

The Value of Disagreement in AI Design, Evaluation, and Alignment Unresolved cited work

Reference 10

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:12:23.063856Z digest=sha256:6240c81831cc952ff68b50b2916edc54eb5819c84884e207f3ed14d787b7177b

Observation 066bc5f2-4853-45d8-be27-e8c49c6718ab · outbound

This paper cites an unresolved cited work.

The Value of Disagreement in AI Design, Evaluation, and Alignment Unresolved cited work

Reference 11

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no resolver link, observed 2026-08-15T22:12:23.067393Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:12:23.067393Z digest=sha256:d230a99e9519ddabd73ea89082d7f58b5a1313539fb9d1384e7fbb95cf3cb756

Observation 28666642-e683-453e-9c0f-ed8b1d2430b9 · outbound

This paper cites an unresolved cited work.

The Value of Disagreement in AI Design, Evaluation, and Alignment Unresolved cited work

Reference 12

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no resolver link, observed 2026-08-15T22:12:23.071323Z

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source=pdf_text observed=2026-08-15T22:12:23.071323Z digest=sha256:19c47437f2641634ab3cf50c6640e2f6793fdb54d9ce3aa8d5b8c974ec5e1375

Observation 77defcc7-07b3-4f72-ad27-eea0210f66ce · outbound

This paper cites an unresolved cited work.

The Value of Disagreement in AI Design, Evaluation, and Alignment Unresolved cited work

Reference 13

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source=pdf_text observed=2026-08-15T22:12:23.074695Z digest=sha256:99c87b171facef4c1cb582268339fb83da742bbd56dcfec7ef494930c6717d06

Observation af7a93c9-0162-4c7f-915f-34a7a2d57f17 · outbound

This paper cites an unresolved cited work.

The Value of Disagreement in AI Design, Evaluation, and Alignment Unresolved cited work

Reference 14

Resolution
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no resolver link, observed 2026-08-15T22:12:23.077996Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:12:23.077996Z digest=sha256:e99c6895fbd43e3a9244c07412e5978fd446878aef62bd6b98087c4fcb3061d6

Observation 70810cfb-be39-4484-9b48-871255b03c1a · outbound

This paper cites an unresolved cited work.

The Value of Disagreement in AI Design, Evaluation, and Alignment Unresolved cited work

Reference 15

Resolution
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no resolver link, observed 2026-08-15T22:12:23.080971Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:12:23.080971Z digest=sha256:55a3c0f5e9493b0102080ea1fa37c1b84ca0c1bf90f9055daf932a637e33d2ec

Observation 2dc3bb0c-ad6c-4b0d-9671-e463b05bccbc · outbound

This paper cites Open Problems and Fundamental Limitations of Reinforcement Learning from Human Feedback.

The Value of Disagreement in AI Design, Evaluation, and Alignment Open Problems and Fundamental Limitations of Reinforcement Learning from Human Feedback

Reference 16

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no resolver link, observed 2026-08-15T22:12:23.084419Z

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source=pdf_text observed=2026-08-15T22:12:23.084419Z digest=sha256:796c6d1667ca002d7f267a0e233eb7e1034d108b7fc2b6da27f48e09d160efbc

Observation cf69adcc-b80d-4815-a552-b8b59fd750dc · outbound

This paper cites I’ma strong independent Black woman.

The Value of Disagreement in AI Design, Evaluation, and Alignment I’ma strong independent Black woman

Reference 17

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no resolver link, observed 2026-08-15T22:12:23.089399Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:12:23.089399Z digest=sha256:3d1311ec8604c6c97f9b9848d5881e51ece8b0a82ad7c58e93aca45f4c4325b7

Observation 90d82e7d-fdd4-4b27-9614-c5962f25e769 · outbound

This paper cites an unresolved cited work.

The Value of Disagreement in AI Design, Evaluation, and Alignment Unresolved cited work

Reference 18

Resolution
malformed identifier
no resolver link, observed 2026-08-15T22:12:23.093311Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:12:23.093311Z digest=sha256:d10ef9216b17d8d475bac70c3e40c615f1b66f1fbf989f323b2c52c7fbaabfff

Observation 207ee050-586c-4308-887c-8d5d687a441d · outbound

This paper cites an unresolved cited work.

The Value of Disagreement in AI Design, Evaluation, and Alignment Unresolved cited work

Reference 19

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no resolver link, observed 2026-08-15T22:12:23.097488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:12:23.097488Z digest=sha256:9fb8c45637cfeb8039097ef38aa2f058584370bf36f2aa484bb6215ec722d41d

Observation b243fd1e-e289-430d-8604-143a978b5700 · outbound

This paper cites an unresolved cited work.

The Value of Disagreement in AI Design, Evaluation, and Alignment Unresolved cited work

Reference 20

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source=pdf_text observed=2026-08-15T22:12:23.101496Z digest=sha256:4582ba013f7bcbbed4d3fb606b38263e888b0dd6daee4e372c9f8c11d297d6bd

Observation b6a444c9-0c3f-4fc6-9a9b-a59dfd3e4520 · outbound

This paper cites an unresolved cited work.

The Value of Disagreement in AI Design, Evaluation, and Alignment Unresolved cited work

Reference 21

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no resolver link, observed 2026-08-15T22:12:23.104871Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:12:23.104871Z digest=sha256:f5897231e5525c07dcd5be5c3277869ff427b4bf8bd01e054200e0f0fae542c6

Observation eccc4c52-8d8f-4cf3-beab-9ad0236d2169 · outbound

This paper cites an unresolved cited work.

The Value of Disagreement in AI Design, Evaluation, and Alignment Unresolved cited work

Reference 22

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no resolver link, observed 2026-08-15T22:12:23.108341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:12:23.108341Z digest=sha256:bb941a3958b0ddb7c1eab465e58621551eff670a942a2e46a7c31fa62dd5fe91

Observation ba6c0cc8-ecc5-424c-9aaf-e922bca500ff · outbound

This paper cites an unresolved cited work.

The Value of Disagreement in AI Design, Evaluation, and Alignment Unresolved cited work

Reference 23

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source=pdf_text observed=2026-08-15T22:12:23.115324Z digest=sha256:a01ec5f8a12846a834faf638e04202e7d9eda34c16d071c71b79d2330ca80e61

Observation b53bf612-2d76-410b-a70d-c44eda43f125 · outbound

This paper cites an unresolved cited work.

The Value of Disagreement in AI Design, Evaluation, and Alignment Unresolved cited work

Reference 24

Resolution
malformed identifier
no resolver link, observed 2026-08-15T22:12:23.122640Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:12:23.122640Z digest=sha256:3c3bf684f76911c4613424a06bc9edd4aa3e73b5d504c31dda2522c35e7d3e86

Observation 80954ef2-6847-4551-8533-1ca5da863462 · outbound

This paper cites an unresolved cited work.

The Value of Disagreement in AI Design, Evaluation, and Alignment Unresolved cited work

Reference 25

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no resolver link, observed 2026-08-15T22:12:23.126658Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:12:23.126658Z digest=sha256:61d64496b8908fb70ea80212cce067a96a8d936bcbb7be959888bb010d3f5f8d

Observation f233dc34-943f-41b7-9b87-6216ddd9e0c5 · outbound

This paper cites an unresolved cited work.

The Value of Disagreement in AI Design, Evaluation, and Alignment Unresolved cited work

Reference 26

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source=pdf_text observed=2026-08-15T22:12:23.130430Z digest=sha256:0548e6d5a18d630f83dfde1af86ef51405c0c1a3e8330d0a13820b5bd8a11ce7

Observation f4af1ae8-490b-4521-ba93-17d4bdfae206 · outbound

This paper cites an unresolved cited work.

The Value of Disagreement in AI Design, Evaluation, and Alignment Unresolved cited work

Reference 27

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:12:23.133586Z digest=sha256:54b055437c4aa557b62be5778d37e1b18b2200926870b0a2373b4df50724860d

Observation b0d715b3-253b-44cb-987a-3659759e461e · outbound

This paper cites an unresolved cited work.

The Value of Disagreement in AI Design, Evaluation, and Alignment Unresolved cited work

Reference 28

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source=pdf_text observed=2026-08-15T22:12:23.136997Z digest=sha256:b8736ed7d3e5e9d5ebfeeed993adb801096413dd0d81f7d89081e0864b3f6e87

Observation 6ab8cf04-52e7-4690-ad93-75e71df3a80f · outbound

This paper cites an unresolved cited work.

The Value of Disagreement in AI Design, Evaluation, and Alignment Unresolved cited work

Reference 29

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:12:23.140827Z digest=sha256:9b464ab5f28cb495aa1670d463b58d8532d90c578f401219747ddf386fc2d113

Observation 15ee643c-a253-4fd2-a856-b614163fdaca · outbound

This paper cites an unresolved cited work.

The Value of Disagreement in AI Design, Evaluation, and Alignment Unresolved cited work

Reference 30

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source=pdf_text observed=2026-08-15T22:12:23.144747Z digest=sha256:c90fe7ac2c077f4f01aa5197c1435e8b783f08ededb1e99e20b44586b5a05bcc

Observation 2d952b23-649a-4d31-986a-1b5e1d5813ab · outbound

This paper cites an unresolved cited work.

The Value of Disagreement in AI Design, Evaluation, and Alignment Unresolved cited work

Reference 31

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source=pdf_text observed=2026-08-15T22:12:23.147959Z digest=sha256:baeedbe058dc395740b874934d0ae530ed885e12f12a69034c8a7448c4a1fb24

Observation adf22140-ca30-4645-9623-e20e6ee73a10 · outbound

This paper cites an unresolved cited work.

The Value of Disagreement in AI Design, Evaluation, and Alignment Unresolved cited work

Reference 32

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source=pdf_text observed=2026-08-15T22:12:23.151100Z digest=sha256:685531f144123dec04b93916c1c6bbea7bdd409096ca3a4d47a7f9e0dff924de

Observation a2abda4b-d35d-4580-b787-93f2f5d12810 · outbound

This paper cites an unresolved cited work.

The Value of Disagreement in AI Design, Evaluation, and Alignment Unresolved cited work

Reference 33

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no resolver link, observed 2026-08-15T22:12:23.155328Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:12:23.155328Z digest=sha256:eaeaddb0ef6aeba752b97ea127d46ec16a0d30b5a617cdf25fb94a49228839e1

Observation afb585a3-71d8-4212-90f5-766135409ee4 · outbound

This paper cites an unresolved cited work.

The Value of Disagreement in AI Design, Evaluation, and Alignment Unresolved cited work

Reference 34

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no resolver link, observed 2026-08-15T22:12:23.158980Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:12:23.158980Z digest=sha256:50e104ebc7a1781297a8a77ca8b11ce26be0fc882003777e542e97a22f218bb2

Observation ed3eb6fa-f3ef-4683-a56b-b7a832e79dd0 · outbound

This paper cites an unresolved cited work.

The Value of Disagreement in AI Design, Evaluation, and Alignment Unresolved cited work

Reference 35

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source=pdf_text observed=2026-08-15T22:12:23.162214Z digest=sha256:de804fbc126a9490cd8098ffe64a34c4ef80d611186c5a5a609aaca9eef857e5

Observation bb32ffae-1c3c-4db9-8e86-13dbb0d1238b · outbound

This paper cites an unresolved cited work.

The Value of Disagreement in AI Design, Evaluation, and Alignment Unresolved cited work

Reference 36

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no resolver link, observed 2026-08-15T22:12:23.165264Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:12:23.165264Z digest=sha256:d2573922d54d880e3d1337954a4f4e3b3c210e0efc14432b9875edeb67b063f2

Observation ad471443-04ff-4b2c-a2a7-0a3cf5ca247c · outbound

This paper cites an unresolved cited work.

The Value of Disagreement in AI Design, Evaluation, and Alignment Unresolved cited work

Reference 37

Resolution
verified exact
doi, observed 2026-08-15T22:12:23.612541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T22:12:23.168409Z digest=sha256:a53c93662f1e52a6820f7041aa2d92dd6e3ff92c6ffee51899631a5f0dc6ad50

Observation f2734407-7a29-40c9-8430-dd039d880976 · outbound

This paper cites an unresolved cited work.

The Value of Disagreement in AI Design, Evaluation, and Alignment Unresolved cited work

Reference 38

Resolution
verified exact
doi, observed 2026-08-15T22:12:23.600281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T22:12:23.171832Z digest=sha256:ff52d3f26d24438b4f6d3514b7dbc265b9145876fd5c6e1ee99d4906d78c49bc

Observation 32df91d0-b36e-43dd-8c8b-d2e5f5c01157 · outbound

This paper cites an unresolved cited work.

The Value of Disagreement in AI Design, Evaluation, and Alignment Unresolved cited work

Reference 39

Resolution
verified exact
doi, observed 2026-08-15T22:12:23.589704Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T22:12:23.175283Z digest=sha256:cf821a914b9955b94c72b7f4f43c22794bed442547024de7f391328c5583f21c

Observation 90a3432d-3303-428f-9a25-26a021f8c886 · outbound

This paper cites an unresolved cited work.

The Value of Disagreement in AI Design, Evaluation, and Alignment Unresolved cited work

Reference 40

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:12:23.179147Z digest=sha256:7628cf5dc3b21422008a474d825febfd6f398e8dcaa8a2c6fae25d4ec778373b

Observation 6cdc343a-eceb-4753-b090-5d91b6e27786 · outbound

This paper cites an unresolved cited work.

The Value of Disagreement in AI Design, Evaluation, and Alignment Unresolved cited work

Reference 41

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no resolver link, observed 2026-08-15T22:12:23.182796Z

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source=pdf_text observed=2026-08-15T22:12:23.182796Z digest=sha256:d8dbdc4b924eb87e0a7fd726f79288585b9805f12dc3162ab25b0c75cd5d1be5

Observation 2d70af27-2273-45c5-8d47-b98bb010d61a · outbound

This paper cites The Perspectivist Paradigm Shift: Assumptions and Challenges of Capturing Human Labels.

The Value of Disagreement in AI Design, Evaluation, and Alignment The Perspectivist Paradigm Shift: Assumptions and Challenges of Capturing Human Labels

Reference 42

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source=pdf_text observed=2026-08-15T22:12:23.187005Z digest=sha256:ab9a2a86fdb6aa996746232bdcb08fbedd2cee719fa475bca9c79625981c1d13

Observation ca9d13dc-84b0-47fd-873e-d4e276b49599 · outbound

This paper cites an unresolved cited work.

The Value of Disagreement in AI Design, Evaluation, and Alignment Unresolved cited work

Reference 43

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source=pdf_text observed=2026-08-15T22:12:23.190978Z digest=sha256:36c57a58a908b7a838cf24b36ded6b35a4a97b5381891ce3d7dbbbbab11d3812

Observation a1d63114-7531-480e-8844-882bc2cd0a55 · outbound

This paper cites an unresolved cited work.

The Value of Disagreement in AI Design, Evaluation, and Alignment Unresolved cited work

Reference 44

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source=pdf_text observed=2026-08-15T22:12:23.194206Z digest=sha256:3e1a33b6d5fd54c8fb4ed62585618cb707e22f5d00c550cc05a3f1da8816b2f4

Observation ec8d104d-2919-4bad-836c-7ebcc58f385e · outbound

This paper cites Red Teaming Language Models to Reduce Harms: Methods, Scaling Behaviors, and Lessons Learned.

The Value of Disagreement in AI Design, Evaluation, and Alignment Red Teaming Language Models to Reduce Harms: Methods, Scaling Behaviors, and Lessons Learned

Reference 45

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source=pdf_text observed=2026-08-15T22:12:23.198047Z digest=sha256:0868dd54ac895a5ba82fb0b1b80131a5e7986d0fed9178481a9b13e209ce521e

Observation 5b518d40-ab00-4b6d-80ba-8c838568cae2 · outbound

This paper cites an unresolved cited work.

The Value of Disagreement in AI Design, Evaluation, and Alignment Unresolved cited work

Reference 46

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source=pdf_text observed=2026-08-15T22:12:23.201911Z digest=sha256:e4ad661c302d93d4725aaab4b4fe43d6e4a28f9eeaff930267e6288aae21a7e5

Observation cf7a1f69-a10f-4b47-962c-806d43c82f4b · outbound

This paper cites an unresolved cited work.

The Value of Disagreement in AI Design, Evaluation, and Alignment Unresolved cited work

Reference 47

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source=pdf_text observed=2026-08-15T22:12:23.205256Z digest=sha256:f42840040c67ad21ca6a29a00e903acd2d03c05179337190c75372e09ae044aa

Observation 8ab87b01-a4d0-4b4b-9b6f-0ebc9e8c9d1f · outbound

This paper cites an unresolved cited work.

The Value of Disagreement in AI Design, Evaluation, and Alignment Unresolved cited work

Reference 48

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source=pdf_text observed=2026-08-15T22:12:23.208636Z digest=sha256:32280672a289f02d55d5763c8727b6cb9639a99fdd016b5f0cbb5444e6eba292

Observation ca88c6c3-6de3-4f2c-baab-0f37c4dc327a · outbound

This paper cites 2019.Objectivity and diversity: Another logic of scientific research.

The Value of Disagreement in AI Design, Evaluation, and Alignment 2019.Objectivity and diversity: Another logic of scientific research

Reference 49

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source=pdf_text observed=2026-08-15T22:12:23.212500Z digest=sha256:d0e6c4c250afe7b96cee23ad17a88f83ee9b76e5ee9378eb7fa9df87ec3c81cd

Observation 28a1956f-0c92-4658-bcca-4da10e9ef75c · outbound

This paper cites 2004.The feminist standpoint theory reader: Intellectual and political controversies.

The Value of Disagreement in AI Design, Evaluation, and Alignment 2004.The feminist standpoint theory reader: Intellectual and political controversies

Reference 50

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source=pdf_text observed=2026-08-15T22:12:23.216037Z digest=sha256:855f3b7e7593c9c3d835a379b7d4c7ce2d125ecac0a0659616d615f269b7f703

Observation 67476468-1285-4f8a-aeba-86ff00a97c73 · outbound

This paper cites an unresolved cited work.

The Value of Disagreement in AI Design, Evaluation, and Alignment Unresolved cited work

Reference 51

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source=pdf_text observed=2026-08-15T22:12:23.219848Z digest=sha256:13db0504329a7591c5a1bc368b1128ae35d3f63a450c869920307f2f89c42e10

Observation 38307271-db65-42e8-9c7f-762bfeb72d8d · outbound

This paper cites an unresolved cited work.

The Value of Disagreement in AI Design, Evaluation, and Alignment Unresolved cited work

Reference 52

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source=pdf_text observed=2026-08-15T22:12:23.222919Z digest=sha256:6e0ccdc2bb77c2d6ee49a972a8aa3404b065c829392080722eaf2241eaf047fb

Observation 37007523-262f-48b3-9c32-12731831a447 · outbound

This paper cites an unresolved cited work.

The Value of Disagreement in AI Design, Evaluation, and Alignment Unresolved cited work

Reference 53

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source=pdf_text observed=2026-08-15T22:12:23.225992Z digest=sha256:9b86ce777c1f23b2b17abebfcc82824cddf644749392ae3ec5ff797a01874652

Observation cd809eee-5feb-4be1-8e9d-8d60d6bf2752 · outbound

This paper cites an unresolved cited work.

The Value of Disagreement in AI Design, Evaluation, and Alignment Unresolved cited work

Reference 54

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source=pdf_text observed=2026-08-15T22:12:23.229317Z digest=sha256:30dd4ac1bc14f7428c7263904096954af25d3f976224d14d37865a9f154c5765

Observation 8032dcb0-c85c-4207-b393-27b9863b94f1 · outbound

This paper cites an unresolved cited work.

The Value of Disagreement in AI Design, Evaluation, and Alignment Unresolved cited work

Reference 55

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source=pdf_text observed=2026-08-15T22:12:23.232931Z digest=sha256:16f2d1045fcfc6ac4c8d7903340641ae47e5215c66935c95de2efb92d419dfe1

Observation 3c92c398-55b9-4713-b758-113b5fdc35d6 · outbound

This paper cites an unresolved cited work.

The Value of Disagreement in AI Design, Evaluation, and Alignment Unresolved cited work

Reference 56

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source=pdf_text observed=2026-08-15T22:12:23.240457Z digest=sha256:1aaa7c034841e0912f8e1d14888ee9c7c8b36cf58df29cd12da784deb4ff749c

Observation 86b8757d-ee07-4eb1-92df-58bd8ec3ff5d · outbound

This paper cites an unresolved cited work.

The Value of Disagreement in AI Design, Evaluation, and Alignment Unresolved cited work

Reference 57

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source=pdf_text observed=2026-08-15T22:12:23.244374Z digest=sha256:6f536dbec0ee4546b504ff61d7997e698c4e5ae2125ec829734de6c1eff8cba3

Observation ccdd907e-10e8-4a5a-9e63-94ecd00aaefd · outbound

This paper cites an unresolved cited work.

The Value of Disagreement in AI Design, Evaluation, and Alignment Unresolved cited work

Reference 58

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no resolver link, observed 2026-08-15T22:12:23.247739Z

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source=pdf_text observed=2026-08-15T22:12:23.247739Z digest=sha256:27558826616400765a9a93b77f232ca19f53d991b71a0abc5393c5bb97343543

Observation a4d39dc1-cc44-439d-bee7-925989ac2858 · outbound

This paper cites an unresolved cited work.

The Value of Disagreement in AI Design, Evaluation, and Alignment Unresolved cited work

Reference 59

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source=pdf_text observed=2026-08-15T22:12:23.252076Z digest=sha256:5235e1f08d533bc8d12f9ad8047d8145874d325988daeac6b4bdc2b73da21fb8

Observation 44e9dc90-9f45-47f0-9159-6d5ae6223623 · outbound

This paper cites an unresolved cited work.

The Value of Disagreement in AI Design, Evaluation, and Alignment Unresolved cited work

Reference 60

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no resolver link, observed 2026-08-15T22:12:23.255860Z

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source=pdf_text observed=2026-08-15T22:12:23.255860Z digest=sha256:f13cd36e3c2b9b51249f523527e4d7b616d1d463ea00ba4d334d8bc94329c2a9

Observation 09f02bc6-e556-4072-98e7-1d30a65d384f · outbound

This paper cites SeeGULL: A Stereotype Benchmark with Broad Geo-Cultural Coverage Leveraging Generative Models.

The Value of Disagreement in AI Design, Evaluation, and Alignment SeeGULL: A Stereotype Benchmark with Broad Geo-Cultural Coverage Leveraging Generative Models

Reference 61

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source=pdf_text observed=2026-08-15T22:12:23.259502Z digest=sha256:60f4a0684f2094328d355c248e664a75dafbcf6ce5ee41582835cc5e25a670ef

Observation 772b686d-be53-4ae9-af06-a61b6dbd0bca · outbound

This paper cites an unresolved cited work.

The Value of Disagreement in AI Design, Evaluation, and Alignment Unresolved cited work

Reference 62

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no resolver link, observed 2026-08-15T22:12:23.263559Z

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source=pdf_text observed=2026-08-15T22:12:23.263559Z digest=sha256:7a1bbd388bfe911d6feeac51402fac9aa0ed0f1007d6b26632537982d6112bf0

Observation 3745f213-ea2a-40a9-8e98-95e0ed7da548 · outbound

This paper cites an unresolved cited work.

The Value of Disagreement in AI Design, Evaluation, and Alignment Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:12:24.796882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T22:12:23.266870Z digest=sha256:c69ef49d0ad7c931525c851035254fc5cceca3412529d647336127e7a4ad5dcf

Observation f92f5f59-4031-46b1-90fd-31074f9f0fdf · outbound

This paper cites an unresolved cited work.

The Value of Disagreement in AI Design, Evaluation, and Alignment Unresolved cited work

Reference 64

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unresolved
raw_fallback, observed 2026-08-15T22:12:24.784584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T22:12:23.270354Z digest=sha256:4c0f08b328c28c753ecaa217459566ebb5f145fe8265c68334446422e683337d

Observation 984143df-338c-4136-954e-21c40edfd19f · outbound

This paper cites The PRISM Alignment Dataset: What Participatory, Representative and Individualised Human Feedback Reveals About the Subjective and Multicultural Alignment of Large Language Models.

The Value of Disagreement in AI Design, Evaluation, and Alignment The PRISM Alignment Dataset: What Participatory, Representative and Individualised Human Feedback Reveals About the Subjective and Multicultural Alignment of Large Language Models

Reference 65

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-15T22:12:23.273718Z digest=sha256:5013e70492ec3a5be76ab77f6e6b194f70b1d2d144a3c6697e664c63fa5afc5c

Observation 9b299eae-8ccf-4877-a758-d2891a35628b · outbound

This paper cites an unresolved cited work.

The Value of Disagreement in AI Design, Evaluation, and Alignment Unresolved cited work

Reference 66

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no resolver link, observed 2026-08-15T22:12:23.277027Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-15T22:12:23.277027Z digest=sha256:8abd0e6ab475c73f39a4769b24b135fd3759e7e033cab7436df3f6fb0a92fc05

Observation 8a50a0fe-d22a-4d37-9057-870633368df2 · outbound

This paper cites an unresolved cited work.

The Value of Disagreement in AI Design, Evaluation, and Alignment Unresolved cited work

Reference 67

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unresolved
raw_fallback, observed 2026-08-15T22:12:24.771621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T22:12:23.281142Z digest=sha256:96d09190746daeedcc35cafbe23cc798da7ce758634ff437bef48d7d5de7d060

Observation f4a88fdb-7399-4bae-bd1c-81a38b3da0df · outbound

This paper cites an unresolved cited work.

The Value of Disagreement in AI Design, Evaluation, and Alignment Unresolved cited work

Reference 68

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unresolved
raw_fallback, observed 2026-08-15T22:12:24.759422Z

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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T22:12:23.284828Z digest=sha256:2f3874aa6290e4cd7430e9d35f90c1deef9009fb6a6ac6329038419043cf15e1

Observation 373332d9-0ab7-4d06-ae3a-ca5fc614e601 · outbound

This paper cites PolicyCraft: Supporting Collaborative and Participatory Policy Design through Case-Grounded Deliberation.

The Value of Disagreement in AI Design, Evaluation, and Alignment PolicyCraft: Supporting Collaborative and Participatory Policy Design through Case-Grounded Deliberation

Reference 69

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source=pdf_text observed=2026-08-15T22:12:23.288757Z digest=sha256:ade533477e38fec87ed8c3285e9984181dc567f349764aa4d5ae5edac2fb15c8

Observation 494f8e27-d7ff-4980-9f3f-2a3d941f966b · outbound

This paper cites an unresolved cited work.

The Value of Disagreement in AI Design, Evaluation, and Alignment Unresolved cited work

Reference 70

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source=pdf_text observed=2026-08-15T22:12:23.292285Z digest=sha256:7f03d90ae246e785e812c5b1ca3cb235ebf1e0375d07f14eb1888e2cbda7ca60

Observation e0b2741a-1b0c-409e-9909-18cd55221e3b · outbound

This paper cites an unresolved cited work.

The Value of Disagreement in AI Design, Evaluation, and Alignment Unresolved cited work

Reference 71

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unresolved
raw_fallback, observed 2026-08-15T22:12:24.741816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T22:12:23.296992Z digest=sha256:bfd62e8f70efe0a0884353d6aa466fc2f8af93db8a2243ec925a87d50ef2415d

Observation b71642b8-04d2-4651-a2b9-1e2ed2dcaad4 · outbound

This paper cites an unresolved cited work.

The Value of Disagreement in AI Design, Evaluation, and Alignment Unresolved cited work

Reference 72

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unresolved
raw_fallback, observed 2026-08-15T22:12:24.731089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T22:12:23.300807Z digest=sha256:2d4f3f38b26685363633dff0bd5cd56a6a5da88c84f90550ca99f8d4fa5f3643

Observation 73ffa732-9b50-4716-b9ca-716fbdccae54 · outbound

This paper cites an unresolved cited work.

The Value of Disagreement in AI Design, Evaluation, and Alignment Unresolved cited work

Reference 73

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unresolved
raw_fallback, observed 2026-08-15T22:12:24.719994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T22:12:23.304192Z digest=sha256:c36be23e975757516d0b030aae73a90d99ba15d09f3b7250e82d12ba53f5553c

Observation 01233c88-d6a2-449f-8814-324c4ea0d114 · outbound

This paper cites an unresolved cited work.

The Value of Disagreement in AI Design, Evaluation, and Alignment Unresolved cited work

Reference 74

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:12:24.708905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T22:12:23.307303Z digest=sha256:2b2718762471c22ae375e3f5c2259e1e4a693e365c0493cdea5c14adbe53645d

Observation 2cb2db08-6cda-4faf-a4a4-e7811fe2eee0 · outbound

This paper cites an unresolved cited work.

The Value of Disagreement in AI Design, Evaluation, and Alignment Unresolved cited work

Reference 75

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unresolved
raw_fallback, observed 2026-08-15T22:12:24.697734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T22:12:23.310549Z digest=sha256:78f96404be650ca0f2483b6c6abba7756ba4edeab4885f1c21b956df82be96be

Observation baa03f38-fcac-4b20-88dd-cadc2dd23ba5 · outbound

This paper cites AI Alignment through Reinforcement Learning from Human Feedback? Contradictions and Limitations.

The Value of Disagreement in AI Design, Evaluation, and Alignment AI Alignment through Reinforcement Learning from Human Feedback? Contradictions and Limitations

Reference 76

Resolution
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no resolver link, observed 2026-08-15T22:12:23.313881Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:12:23.313881Z digest=sha256:298e798f168288cb2436e82182294c9eb5cb18978b2891df4ec0246592329271

Observation d7bd1ba6-f5ab-4e8d-a1c9-93bae2764bc0 · outbound

This paper cites an unresolved cited work.

The Value of Disagreement in AI Design, Evaluation, and Alignment Unresolved cited work

Reference 77

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:12:24.685344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T22:12:23.317316Z digest=sha256:faf99acd526955114ebd3fe9c61f7519676d1a42df0504279b452c96a8770af9

Observation 4c7b1c07-839e-4f3b-a00e-b3a25e1f6401 · outbound

This paper cites 1990.Science as social knowledge: Values and objectivity in scientific inquiry.

The Value of Disagreement in AI Design, Evaluation, and Alignment 1990.Science as social knowledge: Values and objectivity in scientific inquiry

Reference 78

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:12:24.670999Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T22:12:23.320496Z digest=sha256:99a8480a218a23c83cee6311f70d696f933e171a91d227dce9f3a06bd9c18271

Observation cace74be-ed13-4fc8-af55-77fa18b3c1fc · outbound

This paper cites 2015.The Epistemology of Disagreement.

The Value of Disagreement in AI Design, Evaluation, and Alignment 2015.The Epistemology of Disagreement

Reference 79

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:12:24.657841Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T22:12:23.323779Z digest=sha256:4884003323b1546768f2824b019395e8adcc28d5023537c5520616b121d9761a

Observation 557e810e-8654-4e3b-919d-b1be4a81021f · outbound

This paper cites an unresolved cited work.

The Value of Disagreement in AI Design, Evaluation, and Alignment Unresolved cited work

Reference 80

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:12:24.645193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T22:12:23.327278Z digest=sha256:6461f8c27c990e96524263353bd8a8ee9bc893f04651dc9402e037bee76ee302

Observation f33249f0-cb7e-4378-a0d1-cfd9d6f0afa1 · outbound

This paper cites 2000.Deliberative democracy or agonistic pluralism.

The Value of Disagreement in AI Design, Evaluation, and Alignment 2000.Deliberative democracy or agonistic pluralism

Reference 81

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:12:24.631182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T22:12:23.330766Z digest=sha256:aa865a71b049b9c0255c8d61197b2541f0bf6a12d5c1c31e6599acf78ed0ce8a

Observation 2c0f5c0d-5e0e-4e5a-ac94-0c549aa4bb6d · outbound

This paper cites an unresolved cited work.

The Value of Disagreement in AI Design, Evaluation, and Alignment Unresolved cited work

Reference 82

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:12:24.618185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T22:12:23.334261Z digest=sha256:9bb2f6e2cdfc388b2ef13e20a8e94db85f1a7e77127476422f0215091ef84b85

Observation 67d3e9c4-4d63-4b1a-86d6-57b9db09141c · outbound

This paper cites 2006.Hearing the other side: Deliberative versus participatory democracy.

The Value of Disagreement in AI Design, Evaluation, and Alignment 2006.Hearing the other side: Deliberative versus participatory democracy

Reference 83

Resolution
unresolved
no resolver link, observed 2026-08-15T22:12:23.337692Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:12:23.337692Z digest=sha256:67b9e49d8062c2b85508230ad53304e259b010563f2ef859ce65c5390f16aec1

Observation a3de3d6c-8e0d-49e1-990e-8bc6490c828d · outbound

This paper cites an unresolved cited work.

The Value of Disagreement in AI Design, Evaluation, and Alignment Unresolved cited work

Reference 84

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:12:24.596834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T22:12:23.340765Z digest=sha256:bc0da76665a3b33c27cc961865ccd39dd1f2753cb781d9ca3d2e450aad984e31

Observation a4dcb071-1196-4cfe-b193-2bfd699c141d · outbound

This paper cites an unresolved cited work.

The Value of Disagreement in AI Design, Evaluation, and Alignment Unresolved cited work

Reference 85

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:12:24.584800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T22:12:23.344310Z digest=sha256:8c44253445f3f78ce84513035c0f7612bef8c30f6676668343f5fe01b47e62dd

Observation bc735508-75fd-40b9-9ce1-aceaf7e7e49a · outbound

This paper cites 2017.The diversity bonus.

The Value of Disagreement in AI Design, Evaluation, and Alignment 2017.The diversity bonus

Reference 86

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:12:24.572169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T22:12:23.347316Z digest=sha256:07888d7b484003c3bb9c8eb7733a832d61c523b73feaf5968a6e8ef7213352b8

Observation 55355750-07d6-4d1f-88e6-b301f09fbfee · outbound

This paper cites an unresolved cited work.

The Value of Disagreement in AI Design, Evaluation, and Alignment Unresolved cited work

Reference 87

Resolution
unresolved
no resolver link, observed 2026-08-15T22:12:23.350635Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:12:23.350635Z digest=sha256:d29a3da9e355f6949448a63eea7c32acc9f102dcee4c691058d279c7ebef1fb7

Observation 9fa2ee1f-9da5-414e-9178-94aac04c4a9d · outbound

This paper cites an unresolved cited work.

The Value of Disagreement in AI Design, Evaluation, and Alignment Unresolved cited work

Reference 88

Resolution
unresolved
no resolver link, observed 2026-08-15T22:12:23.354329Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:12:23.354329Z digest=sha256:7fdb691fa42dbbdde421be7b8c0f840fc7259be782fd4760f891f4c41bd51554

Observation fa08cba6-1d2d-4264-92a6-1e8098974cd8 · outbound

This paper cites an unresolved cited work.

The Value of Disagreement in AI Design, Evaluation, and Alignment Unresolved cited work

Reference 89

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:12:24.542353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T22:12:23.361483Z digest=sha256:bf7544253e87d6e55f3ddf0593434753e071eae5c9225dacf0416d93632dde6c

Observation d8f3ab09-c709-43a3-87e0-ee87e6985513 · outbound

This paper cites an unresolved cited work.

The Value of Disagreement in AI Design, Evaluation, and Alignment Unresolved cited work

Reference 90

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:12:24.529200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T22:12:23.364992Z digest=sha256:160df515975a5b28a91fda0726fd099e66394ea02179c2fa5f112928abee613e

Observation 8e439bea-6ce7-425d-bb3a-c4ba728e066c · outbound

This paper cites an unresolved cited work.

The Value of Disagreement in AI Design, Evaluation, and Alignment Unresolved cited work

Reference 91

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:12:24.515860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T22:12:23.368238Z digest=sha256:547ef1550fda5682a9f59f53f702291972c9f9034b503730757f8e4dfb7fcb34

Observation c9cf1d56-0b55-4bb9-834c-3db85c03da8f · outbound

This paper cites an unresolved cited work.

The Value of Disagreement in AI Design, Evaluation, and Alignment Unresolved cited work

Reference 92

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:12:24.502859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T22:12:23.371436Z digest=sha256:32b329a81a64ab1c9c9c50db2cc28f6d7dbb88e31671b3fa0d84c46d579df875

Observation 0ddb1016-e8bf-41a8-9453-a4f8d5561d10 · outbound

This paper cites Discovering Language Model Behaviors with Model-Written Evaluations.

The Value of Disagreement in AI Design, Evaluation, and Alignment Discovering Language Model Behaviors with Model-Written Evaluations

Reference 93

Resolution
unresolved
no resolver link, observed 2026-08-15T22:12:23.357889Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:12:23.357889Z digest=sha256:eeeadb44528539801e2cafe0be0b6ab9a1aef033764a8590acfc38fe4994c7ea

Observation 639009f3-bdaa-47ad-bf91-c96d6bc2af43 · outbound

This paper cites On Releasing Annotator-Level Labels and Information in Datasets.

The Value of Disagreement in AI Design, Evaluation, and Alignment On Releasing Annotator-Level Labels and Information in Datasets

Reference 94

Resolution
unresolved
no resolver link, observed 2026-08-15T22:12:23.378419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:12:23.378419Z digest=sha256:a53565ea706723f184219d34f5bce14074ac7412edac9f6d680bab2028b0072b

Observation 8f54eb46-078b-487d-bc27-950985098695 · outbound

This paper cites an unresolved cited work.

The Value of Disagreement in AI Design, Evaluation, and Alignment Unresolved cited work

Reference 95

Resolution
unresolved
no resolver link, observed 2026-08-15T22:12:23.382568Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:12:23.382568Z digest=sha256:69c2a511e2ce1733af20e5971504daa9909a4d5e0345e314b47e34afffa603e0

Observation 3969eb12-ba1d-4c7f-8a33-c8b9778f91f4 · outbound

This paper cites an unresolved cited work.

The Value of Disagreement in AI Design, Evaluation, and Alignment Unresolved cited work

Reference 96

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:12:24.462933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T22:12:23.386271Z digest=sha256:61d0f1ed9255bae063aae7fedd0ccebb055d8bf8b99649e0b56337b05dbcebbb

Observation ca62675c-33b4-4c6f-a1a6-a4b4bf2e3926 · outbound

This paper cites an unresolved cited work.

The Value of Disagreement in AI Design, Evaluation, and Alignment Unresolved cited work

Reference 97

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:12:24.450710Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T22:12:23.389526Z digest=sha256:9aef56f6a5adbcef00bd50653f9e265c838e16b00f24663ec5d8e842d43d915b

Observation bc5056ae-acac-441b-969e-d099d2c34b01 · outbound

This paper cites an unresolved cited work.

The Value of Disagreement in AI Design, Evaluation, and Alignment Unresolved cited work

Reference 98

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:12:24.487948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T22:12:23.375252Z digest=sha256:f5531cf9b151f5319f70d8f42ad3d505203d01620e3da70c23ca43003291a21a

Observation f8b9dbca-e15c-4755-a6cd-664e227b68e1 · outbound

This paper cites an unresolved cited work.

The Value of Disagreement in AI Design, Evaluation, and Alignment Unresolved cited work

Reference 99

Resolution
unresolved
no resolver link, observed 2026-08-15T22:12:23.400633Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:12:23.400633Z digest=sha256:d85d7ed03995d282f286f5046c95d8f2309ef88cbd7e17226dcb4fe61248c3ed

Observation de589377-ebde-4d94-98bf-fcf01018c59d · outbound

This paper cites an unresolved cited work.

The Value of Disagreement in AI Design, Evaluation, and Alignment Unresolved cited work

Reference 100

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:12:24.400789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T22:12:23.404641Z digest=sha256:dff4c1f7a32c69a8aed6792608618cad7f0b30d6f590f182069e67bd13e8f58a

Pith citing papers

No inbound Pith citation observations are available.