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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

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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=sha256:43300a92780593a40a638fc4e7249a1284fa5c2ca6506caef94e47d853810426

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=sha256:74f046f9ff5b3906ab55a0ae75cf5cf88ffd878a08124d38fbf601e3428997a2

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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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:12:23.034124Z digest=sha256:b813af28d9f6d1aaea09b0db133e2698b3232b2be83c7c5a0dcecdea28eba4c2

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=sha256:8fabef33e956cc9ade70f931d13a22e01e2241f98d46813054f9ee5ed7659bd4

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=sha256:86e094a14fe2c0ccda2ecb1e36e7a021943bdf90650aa2874f857e5f95e61251

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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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:12:23.050006Z digest=sha256:65658139635d4e2e6de262dd9a04622adf908f47f6c5d713c0b1078b8aef022a

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

Resolution
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no resolver link, observed 2026-08-15T22:12:23.053435Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:12:23.053435Z digest=sha256:303b3d82d73e5c37b9cc864501e8a583befe7e3235f0b0c289780500ebb46df3

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

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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=sha256:6da2ec09368fdd174b01104d0d008b3e33694598fcbeca5cf19e562cbf6399d3

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=sha256:9f1a53b78ee5e47034815c7693e0b44126a8cff6bfa3b8a8cd3b70807a29cbcf

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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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:12:23.063856Z digest=sha256:6bd5f9e57d497d64186eb87fda7cb1a764c392773f65700afe203d79cee11b32

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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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:12:23.067393Z digest=sha256:745e18575bb4d00e5f96076c65eca3383af62a648312eaba79a83276379f1642

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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source=pdf_text observed=2026-08-15T22:12:23.071323Z digest=sha256:47d9d693300a8cbd599222bb21649a239c0095d8e5b2bd20c10b359a370b26d6

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=sha256:3a9dc5822deb834153dd875d157703bff32be96c2b2ba3c21b1280f45355b548

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=sha256:189ec4e0498bb50ebe420396c77994cb14b2d54de92b99fb517ff5e36624f293

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:a87faf8b1ed6a8180d0f265f8b81684e76287507365677a4d1aeb116d1e9a60f

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=sha256:1a6539099b8e2b49e2849c80d90c899c92ae7b8a34bbc2886c2b14019c8a5f10

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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source=pdf_text observed=2026-08-15T22:12:23.089399Z digest=sha256:fa2ffa9e5ae41e5f98c694309e7b1a159be5152b05e9d573fead0ab5a76eec9f

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:d19ab96b55708838c04052ccb81702fa2af42c00b0cce9ee8550ac5ac0700a5d

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=sha256:083c6c8248cca1d85b3d3c8eb0c77080de1ef6271682795cbb74d745d7a7231a

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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no resolver link, observed 2026-08-15T22:12:23.101496Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:12:23.101496Z digest=sha256:8fbd57a41a16709237a4b0acc63638a932610b0cc37e3d1ee4eba90ec1b670a6

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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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:12:23.104871Z digest=sha256:a67000db54c3528f1b47683f73b301af0d9a3b746b2761c5a6bf42f86a981a69

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

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source=pdf_text observed=2026-08-15T22:12:23.108341Z digest=sha256:790a241938e486301dcf691d4db4a8097040a115554c4e2645a333037693ec05

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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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:12:23.115324Z digest=sha256:8cd13fc070aeac248b11744b80de201ce516ab81a4cd75f8040b07e76f23d025

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

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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=sha256:664f92c9637b89a6db38ed5c40123846cbf67ae88b59861902394038ad75bb10

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=sha256:216d030b03243e007280e5cae3ae9abea8d53287c636504d0715b5d763189f89

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:a50f7aa02abe4d7a330eaa42f3e9a8db973796fc4bcc02cc96c5de1293699221

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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source=pdf_text observed=2026-08-15T22:12:23.133586Z digest=sha256:d5d558f35022ba7ff4a273a5c8be6b439af1dba5fd1e1c76e3fe240a5e2ddb17

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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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:12:23.136997Z digest=sha256:497ee2cd86e1ba69499143313502b03690e6ba0b77126809d261ffc984f88617

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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source=pdf_text observed=2026-08-15T22:12:23.140827Z digest=sha256:5276294b27b933a503a0acdfd8831f84a1d6c08f37ebf96f1012aa21f292ae2a

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=sha256:0341237239c301820caacd14ee2d24e09fa32c113ad8e0f361702c86194a9de4

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:f28306d537c5a82c8adee8833086d2bcdb8756c34577b79898b6675c7f343226

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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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:12:23.151100Z digest=sha256:f895a902bfc5c6e6ff1c1255d610e4d98c907dcff022b6f80fcc38bbf19988e6

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:cb883d3f346d823b0084b34ca5c388762a650670219863e2de578a4007d8eb10

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:dfb87bb563c044f926ca5f959797392e23fac6a2784fc905af82e7dec1ad89bc

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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no resolver link, observed 2026-08-15T22:12:23.162214Z

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source=pdf_text observed=2026-08-15T22:12:23.162214Z digest=sha256:c0dd8211ccfa3fe9aa5389d857a7c8d193f27ed8efd0ab83c54c3c61d3b4d801

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

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:12:23.165264Z digest=sha256:576757af82f60ee4c7a675f92bf72df85faa65d59944c6bc462b113ef44f17e6

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:aa6258a6aef0bc247f6641cf82da87e43bf739703c462f791aefb1c3051ac940

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:c3314a46269290cfdce942ef546f61cc06c622b9b908d80d756ec8897db9fa2d

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=sha256:2704597845c3ecef8ade5428e64d14dd3bc1f9ba7ff3f76865003e617458d69d

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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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:12:23.179147Z digest=sha256:b9f977dad4d39eae2bf4437815fce64e876efef386503becd6a2cca6c691d0c8

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=sha256:209ebd7558dfdb5f6e41e62007ccc607319a28b84a31bfbbf021374d40b4e16d

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:e66afdef133404bea91f8d1fce8f6e028f771c28880f92387f3c4a91231f7a06

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:af21ff2b96266360098b5b096057d107e9b12ea89e7b2c6972acfcbb3314d682

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=sha256:9cb4362bd3d2bce092980bf4c769f11907c364eeaccfa7205a2892b7bae09645

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=sha256:2627eaac7c768450cf8e44352d7cf4804412fbf68ec34fff271a5aa2ed90bc77

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:c64c3ce9307162e2a278bd6dc8e8d61d181df4157a99438db252f5989d84a3ea

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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verified exact
raw_fallback, observed 2026-08-15T22:12:23.820239Z

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=2026-08-15T22:12:23.205256Z digest=sha256:e0cde6d3140678729886f17da0923b94f6276fb18d394eaba33587e5032e10ef

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:b9610f54f8bda2066d03351858854079554cfa2dba13f0b7df879d7b8d8c4d0e

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:ce15c16aee11b02a74383bd3296b492612e4532de6b8b10554f2594ddf29f63f

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=sha256:1090fe18a3b519e4c8f42aad0e1f8a54393d38768396c86defecbc1400e2cd7f

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:b25ad946e10b5072a87c17c3c1fa76428285b5ea467e92e67a520a70a9f25332

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=sha256:0f21e34dacb20547d54ef4d37513533d4b9486cf5dd0f24ef134a549ec4748d5

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:e8039d9b0460693424898528c5c3311cc6b7a177517e3df237566d64cfbba7fe

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:c59c3be61fefc192f91d2e26d94b8581bbae37cd6480657acdf5a02f8d289926

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:d4377b09e843fc957cd3d9c71773510fccb4b56398fe43cee87e4b30e0742a86

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=sha256:4268ce9b7d68f9a6c6e645175738675d1a45fc0414abddb48ef47ab4ff1df441

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=sha256:3eb920060d4e57f999fcfd9777277229e6816d073b710fce3a379895bc4a07ad

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

Source-reported events for the cited work

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source=pdf_text observed=2026-08-15T22:12:23.247739Z digest=sha256:e9ff9837918befea7b8c31c0857b6bd0207a68a040b459d849c5f1e5abbff8db

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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no resolver link, observed 2026-08-15T22:12:23.252076Z

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source=pdf_text observed=2026-08-15T22:12:23.252076Z digest=sha256:a400f90420c7e557bd7f4b2c350c5742a9f3da92e716fbff11f641500d60d86e

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

Source-reported events for the cited work

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source=pdf_text observed=2026-08-15T22:12:23.255860Z digest=sha256:60db82db6e1b83e9e8c2e6fa1152ad61121104d24207c2c9ad8ec807bb06e082

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:e6afe2b1aaa4a010f53265c6cd0ef2f9ac37a58439c7e3a245e49f0cfd9bf523

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

Source-reported events for the cited work

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source=pdf_text observed=2026-08-15T22:12:23.263559Z digest=sha256:c1cc3cc5af920807deb7a64b4a22a34e4692dcd184513a9305ff34c1a493171c

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=sha256:0a92e243d574f158c91642c322599170f51e4ab5c7a60775ba678841c8a02689

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

Resolution
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=sha256:0f69f4c03130ae80c9927d8a17abbbf18f547e01fb36df4e87e62b455fd92d8a

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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unresolved
no resolver link, observed 2026-08-15T22:12:23.273718Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:12:23.273718Z digest=sha256:fcd040de844ccdbb7ddd112def1fcdfd0fba20ed999a5c9a9abcbc6168867538

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

Resolution
unresolved
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=sha256:775f9beb7bcc2586042e409679d0b4cf7b7311e5d47d923d08ff3aef16da1f28

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

Resolution
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=sha256:620f76cdef7fb6e9643359106fd2f61ccf2df21400d69119085f2677aefeea5d

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

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=2026-08-15T22:12:23.284828Z digest=sha256:0b11d0779bfd2ab20d986a3a26de2eb446a82c5ba4dffd56583e13c35daf8d9e

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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no resolver link, observed 2026-08-15T22:12:23.288757Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-15T22:12:23.288757Z digest=sha256:fcfbb98bcdd49d3fce19e79655d8ff9c13381026b1a34af37a8e6f2edaa69c11

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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unresolved
no resolver link, observed 2026-08-15T22:12:23.292285Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-15T22:12:23.292285Z digest=sha256:2c780d6149fe07d47c5f2c97058a520461b67a5711d5ea75f5ab4444c7b92ff6

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

Resolution
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:ad49caf97aba79fab784ea93ac8a935c86a6460c94520141089e9fcb6d2d67f6

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:a0f01f3d8eb655489fff0d09e0ec5a45425cb218d5807110b36ed190f1f76816

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

Resolution
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:fc4739325c0416271da8a68957e28522a768b8c6021b5440aedf99e91b955558

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:b384ca8697070d391ba4606bc90621a1c6c51c8e6a17b64cd246660ab3be5401

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

Resolution
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=sha256:8200e34c3c632b6d375b37f16eb445ba4f3f0929aa133f3bf45c0c11c226f407

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
unresolved
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=sha256:1c8f64c52c8b3857a693c3d6d8cf9d5dff707859f1beed215773eb94fbe58e1d

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=sha256:8f33d87d57698907d955b9c3b4f49e35ac1b5269f202d3fa97a6fd939dcbac74

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=sha256:360f957c3055c940f9484eef67ea09c31ad41c0a95ea171dd61d1ea4e1aa42c8

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=sha256:2285b943f0f92c24dc485afaff04ef0ada8624842d272b81789f2cbba2f42949

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=sha256:39c2cca5fcee1d58c9844e9a2f54b77f48f9784cb5d7121afe84836de6b5013d

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:ccfc0a42817a6c75058eb38f54e883817d04f99b62a1d7215ba44feeda22ea7e

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=sha256:2824ae7b8621ee1bbf310220272e4774df1ea44e6abd8b727482199c2f29a1ba

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=sha256:7159723809d68dd99628799b0bdb06cdcc3bcf9086b91804ddbd538ce63ac817

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:dfda29071db30f330ea48c59c613d82ff357b5e5f14f334d641d46bf0d54de12

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=sha256:8cd622d64dbf0e025abc267306080f6578b3f0d9aa677238c827ff45d3f6bf06

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:c1507fa428fbd4215dae07cfcb1f679018ebd41344487907fb8e45091542a339

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:a3e220bd7d011e3abc0ce72c6e05b680a50e6156d2871998549f4e89d2688dcb

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=sha256:005d290dd911801d522a26873a340985b9825b1038846112712cc7efb7de0a1b

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:bd53177d5d7bd1520db76cc4e131a211fd155b9924ee307f7de287c237575292

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=sha256:494e3648db8e666064030d7a532f37a0fb619f686c92555ddb947a84995b0626

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:fbed89a691aecd80e5d38922c1245dfedf3ab6ec17eea61182c27d0eb98dcc27

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:d863a7afadb33189790aa6b45d3b1695554e052882c85e138a3524dea8c8cb3c

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:e7a93669d9aca5cace2c2659c2b80d869ef3deea48522db77386ff4b53100afa

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=sha256:1acfc4e71cc7d6cf62500636dc44fb4a9476d84e5b85aa7ba1e2f1dcc31050d3

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=sha256:79358eb4fe907347336e21a2a8a9aa285523589c2e93df6f0ae7b5bd45304e5e

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:fedd2946478d79ee774ff3e2b8c32482cf3280308f1201c6b88ff4900ea2e769

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=sha256:741c177d358705fad97e0cd60c535220131649985cd9dea9584cf67ae4d6ff10

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:e85b75280c3f2a100d821e7ac3fe92318a4ce458faa2d2ead3ebd8f97c1332ee

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=sha256:28cdcd147a3b7664b89d22dea4d1049f34060961e740065bba44ff56830c1d90

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=sha256:5c284befef01395f1fa727f73126e9f9e3dd806029ae2d6836a821a24100a831

Pith citing papers

No inbound Pith citation observations are available.