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Paper Citation Record · LEDGER

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

As of 19 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 2026-08-19T06:32:44.657259+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=pdf_text observed=2026-08-15T22:12:22.955358Z digest=sha256:d91d6ccbdfd544570be425127dd7e17703f5f58f1ec32f6a64cc0c46f561e84e

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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source=pdf_text observed=2026-08-15T22:12:23.029904Z digest=sha256:97e5749242c28db721d73f44375d56f92383e539266b4cb1dec6b58066741cf0

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=sha256:3e80fe7a44400fd72e761e90ae9091d63a2e50735a08809a580b298df10af87c

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=pdf_text observed=2026-08-15T22:12:23.038524Z digest=sha256:bbd5b11fdc9137205084c6cfa91d5ea86202f37aef7c40c69ee5ade6934c7e47

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=pdf_text observed=2026-08-15T22:12:23.046629Z digest=sha256:89493eef24a1002447bfeacf4de98c0e922e49d6b53cfa402aefc5e1cb86c043

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=pdf_text observed=2026-08-15T22:12:23.050006Z digest=sha256:24dbc7439c8559c959906372282b3bd49be32258ef900ff6a3bcca28c7ac8e95

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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source=pdf_text observed=2026-08-15T22:12:23.053435Z digest=sha256:395743e6db1eb7f5565bc98c26d99d6aa217e93860886c19b1143cc244156fcc

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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source=pdf_text observed=2026-08-15T22:12:23.056779Z digest=sha256:d90f29261f7c1551ed34352948491e056b98e23a77a07ec84da158be3a31352d

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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source=pdf_text observed=2026-08-15T22:12:23.060081Z digest=sha256:59c16f4d283a453fe283d358c13f76eaa2329de1e1ed96ebfbe8d355a91dcfdd

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=pdf_text observed=2026-08-15T22:12:23.063856Z digest=sha256:0b4a2128f65faa2a067f44d230cf88ae4f3461ae5861b066d6bda7b668ebba9d

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=pdf_text observed=2026-08-15T22:12:23.067393Z digest=sha256:39dc3e5238bc7375e0c51822f9afe012be47fd830fafc77b7a9811fbf41ec35d

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=sha256:44d265f9be9e7e6e32084f6df2ffc6f238d6afabc679b6127c1f14626a78e79d

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=sha256:5ce6e9139cc6afd34862aefffd3815d5bdb0798641ca2c52e5c06e7646771cf9

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

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source=pdf_text observed=2026-08-15T22:12:23.077996Z digest=sha256:a9c684b83c8201ed205dbfb2fd1916aee99b760c4b116c816d2c0ba14dd4ea4f

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

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

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source=pdf_text observed=2026-08-15T22:12:23.080971Z digest=sha256:514fd1ed664a5586b837ec09ac90b67b1fc67f7f44fe03db0e675109e554f69c

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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source=pdf_text observed=2026-08-15T22:12:23.084419Z digest=sha256:c585cdbe3842a602c41668ef828b16cfafaed331685a59251d5b819efec461ea

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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source=pdf_text observed=2026-08-15T22:12:23.089399Z digest=sha256:1e88510c0ff281e80cf4625fa917de598fef189780dee74ebee86d9e2ce6a1fc

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

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

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:12:23.093311Z digest=sha256:59095acc7e107022a3de6dbe9c0b196a7edd84590df4017fe767a49edec2e5bc

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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source=pdf_text observed=2026-08-15T22:12:23.097488Z digest=sha256:beebe4fbc61549af6519607192149093313f9940338c56ef92b351a93f66715e

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=sha256:2f1b5766784ce27274835b04bab1e5b1c309610f60269f0684ed7bd8d99c7eea

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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source=pdf_text observed=2026-08-15T22:12:23.104871Z digest=sha256:ad0b3b4e425b3a933d6c86ca6307104ddfa867ed565daa3806ebb1f6daba69a1

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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source=pdf_text observed=2026-08-15T22:12:23.108341Z digest=sha256:e59e78bd344221e025c2d5b0f99e0867d5de201d1f0c3e02e110b63fad1f9ab9

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=sha256:47c168ad948cf253b6a0bf0cf989d2529ad1622121cac6bba516e26e5813a345

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

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:12:23.122640Z digest=sha256:623999a84fe401d275a73741701caebd53a702e40a330fe518f19fbfe67013cf

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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source=pdf_text observed=2026-08-15T22:12:23.126658Z digest=sha256:e3cc306ac50cf57ad86ff77178f05c585a48a8b7b7040a1b1c8d5afcca084dc0

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=sha256:601163fcac0b7ccf5e7abc4e31815ee4aa65229851d72e55da2edbd49ac49ae5

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=sha256:7d908028424e9cf4ff7ed87840f4af921aac99ac524cf4b99723f75837a0f49f

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:ae1125a811550991a5c3f9277582b587599875a3a61d3933446f2b86a8e7ec94

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=sha256:31200a3bded8cbab158990b3847c00abb574ad5efa022d68e9ce68a6637c62f9

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:e3d790a8cf0186658a7d47e96f6c9f1a05b252071a346800ca05ee581bb28963

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:e0f1f1a929f67cbe80dbd52b68151a5bf5af285d57441006b144d91a4c0460f4

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:efb4a28c180f7da9741c60d7171617f200ead6579c8310e4c007d28424f49cb9

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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source=pdf_text observed=2026-08-15T22:12:23.155328Z digest=sha256:cfb98a4f01ffc378d17b42f2e47ad38c386c293e3ee7c2eddfe3b13290c909cc

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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source=pdf_text observed=2026-08-15T22:12:23.158980Z digest=sha256:749f54a4f8f610110b1428a9eafc735bfd1c90333293d667a7dae11833a83b6c

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:df56d9b9aa1fba3b6101e569de95acc7eb3df236977ea15c1d9cccdff2af5dca

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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source=pdf_text observed=2026-08-15T22:12:23.165264Z digest=sha256:e3570a62a9e0c5e4c7dc2aab22f9ba86e51ab990cdd5d503d2658d2a6432feb1

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:12:23.168409Z digest=sha256:56624b5e9b86ba0a73d0df9dab671bcdcb6f4f3981d72cbf8af3103a3891aa86

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

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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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:12:23.171832Z digest=sha256:8f23bc6b2eb6be5e4a2d64939f958a96eaf271fda2bc25943b43ccb46877e3ea

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:12:23.175283Z digest=sha256:8b3297b24887a5e4d493e38a66fd0530b7881825adf6528c51ac41a4aa7edba1

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=pdf_text observed=2026-08-15T22:12:23.179147Z digest=sha256:a9380876acc4d5f097ba33f1dd1815c6de94589c7230b791cff00ba1961fa1e6

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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source=pdf_text observed=2026-08-15T22:12:23.182796Z digest=sha256:fba4b14ad546c2e5f8130cac8734d16984f226a3157f3faf2122bf2ed88700da

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=sha256:389c899131cd9944b21ceb06bd7834fa3b2414f5639c34e18cc5c34841d9fb2a

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=sha256:87b40d49678d3ed2ac3d63119142e1e479cd1b7bf5ee6fd8769f6f50e0cd543f

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=sha256:4c02ceaaef0b9957cb7a98accc54f188504f53750c829f3f40576f0ddaead210

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=sha256:834fa2080943586b02db863f6af08ac50636bf4228d9affa0feb71bc0d9b5203

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=sha256:897d13257f028e8edc85b64b409d006607356189398a09487f8456999d987b3c

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:f1d6b6f7642cb1e1ec6527fce9f233d0c1d8fbd9719a1f952333d6ad8877c2b8

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=sha256:829be755bfecc58f4174697a8dd888509366bc20debdd2afffba4836063a8628

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=sha256:6b056e0f3dc277377f0b9a95898428f759cf4414048006819b11bc8f7117ffc5

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=sha256:26ec79148cd8e93e9537892085cb41595bd393ecf58e074a86159631f855c909

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=sha256:6df06d959712a6397e072747195a8f3a8b2f210780d7de6d5b6ae290aaa140aa

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=sha256:5a643dc55df902763a112f662bbbc7c93d62b341b7bf10306745f156f9347f2f

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=sha256:66283a4c442c557d8cd7a7ef4b7fbbda6779bd18bbfebc827fe7e25d779a3a16

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=sha256:9534b8f3f5f63417cd9b6082250f78e4a47747cbc60a46b4485be21efea7fcce

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=sha256:19d665fdadf646fd07a3c0710b48e09f582826f489daabd2370ee14f6972e4d2

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=sha256:0e5084e27413446e7e145b34c7096c3ac56a26da0cd580d6b9e44c6e90075a80

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=sha256:2e49b436a821b105437e82ff1b7d0d14a0ff7e44cc2b38cfd0d95325d72dfe22

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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source=pdf_text observed=2026-08-15T22:12:23.247739Z digest=sha256:e1c2a20a0c67c6acffdbaec8cc7267f183c28411d4bbc4f51d60730296c17350

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=sha256:2913fe5f77350bcd868f2ac95629b3d346a3117268a1da71cadf4422e1f8480a

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:aac9da0e11ef09ef45d2531d6bf1a0e7fe9a9688739aa4f0a9665d9b7809f915

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=sha256:3c1fb7a705b63c10c1de78545577da0b28a0169628bcdda7d2503af4fe939b36

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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source=pdf_text observed=2026-08-15T22:12:23.263559Z digest=sha256:1276440c6e3d08f0862a9118239305aa24723fe0dbc1125842166822b7933fed

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
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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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:12:23.266870Z digest=sha256:d96c00574cc1eb5777533cb808e60943bc0bed8e7d30c111cbed7422cb696865

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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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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:12:23.270354Z digest=sha256:e169399cb5be8d7d736ae9c5d1bf3d4200db188ed6521efdc567035a721285bb

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=pdf_text observed=2026-08-15T22:12:23.273718Z digest=sha256:5b6889cc252e42d7a85b8e8ab3ab5a0c646ab2796749aa6cfe8ab3ca57d8febd

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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source=pdf_text observed=2026-08-15T22:12:23.277027Z digest=sha256:5233d2127abfd0ff4731e46ab7747f75fb05adb6e33ea5f8c72d04022ed5405c

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

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:12:23.281142Z digest=sha256:abe764e4b5669aa8f2831a13fe274eab4e4588f0193016046169d88a101d2da3

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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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:12:23.284828Z digest=sha256:ae1c518b6f2564b2e9ee3736949e57239727bf633997cfdb528a80fc1ca22fb3

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=sha256:0a471b0c31d9ed76a4058aeffdbb66540d4e1ba795c6e14536a7aae862bd482b

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:da40b6e2ca3755a74bb80557b4d4cfe264aab471ca52bd2616ddbd5b187bca4d

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

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:12:23.296992Z digest=sha256:647b4bcedbffc4f381928ad5e946780854a4b5892fb69bfdac4d4d72591a4d12

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

Source-reported events for the cited work

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source=pdf_text observed=2026-08-15T22:12:23.300807Z digest=sha256:4c36b4e0dc21569625308d04dc0ad42fb74a59e70a6d83753b86fe37ebc9980f

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:12:23.304192Z digest=sha256:1d07bc8679c591d246b5b0e3faa5abc6acd712694651bc4ce45c7bcd60ffa1eb

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

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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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:12:23.307303Z digest=sha256:cd14b085717120cc6af9d8b3fc62e1f06e96320672bc29d0fe068faffba455e1

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:12:23.310549Z digest=sha256:ebc4fd9121df154b8f082a3d4b1f2af60dffc901d7d2c4141d3f005187c721b1

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

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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:f56649bbfbc2108d0fa03f9c3bd4077c8cacfd5c0a5a269f6c488d9a40fcb020

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:12:23.317316Z digest=sha256:be945e0f00b543b767b08dc52093b2a1c576ea44587999cfa009a6a0c6a33ce7

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:12:23.320496Z digest=sha256:cdc6e8292c4a32118ba5a736021baf2dc90c0141ac27ad1685b69f865257133e

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:12:23.323779Z digest=sha256:d076d3f049fb97404b7cc6b3d11509c2359d9a029b5afb10044493dd706083b8

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:12:23.327278Z digest=sha256:40f3ee3484cc1b355606999e736cd2cec243d27d9ba3a92115a3bc216b940a33

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 2026-08-19T06:32:44.657259+00:00.

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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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:12:23.334261Z digest=sha256:c1cef8b85e80322a72f6fd62e34f6332bda543f635dd2136934e070112bb78b2

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=sha256:693aba0c0d992b222c877122357e1bbf64edbdb8a5251425ecf0c601491b1dc4

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:12:23.340765Z digest=sha256:e086c1019a454a3f06485a58642230b73174ce5b9aa44b46b0bdfdb567e4f8dd

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:12:23.344310Z digest=sha256:76ecc5f0bec8aa90b0ab68ab34daa0e54951bf737471f9d197d7b1ec13bc5985

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:12:23.347316Z digest=sha256:4d4b35824c96598767f85d39c8a8ab9120d89fa1fdfc847daf37d168f20614dc

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:a8a62255afe8a1911ffef1d7720ec5d50f67e12cf9da3fcb2bf4e91be8267bf4

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=sha256:849ce12f8f4d71899120e11e69dd664278bd77500300be853acfe02dc3bb3521

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:12:23.361483Z digest=sha256:10ecc2cd06a593af80bd50f312ad9a8543fdf938938d7aa78a036029796f4886

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:12:23.364992Z digest=sha256:0486458a38130d1dbb569c83a416706d8bcc08ef525a84c842eaaf2880c09df2

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:12:23.368238Z digest=sha256:11a2b9db7a7ab94561b6e9a424fdb9b9284e309e9d02cad591eedbbd3b47cf0b

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:12:23.371436Z digest=sha256:50b2be5af4358017662e94f05e4c674e6825339078621b589719361ebc2eadcd

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:ebd8448c5b0293c41348605f07f7683a862a12f7f113c9d3846812ba96f6f069

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=sha256:8d7e289dcc1efbb1e7d23b8e5f52b0e4844903fa2e7e525378d23a62f6c59f27

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=sha256:1db9ae1249e0c3ad45b30acc0a1cb895de788970ccf70b9c2bb9ef9add3fe884

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:12:23.386271Z digest=sha256:336c6d29c9287c6148df78c050690b2061dbd7608c6f2034605ce34a563892a6

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:12:23.389526Z digest=sha256:684f73d8a3a4819ecddb9e866fc40dca90f3462b9cc477821b2afc67dd311bb2

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:12:23.375252Z digest=sha256:2d0c14634a15fefa98edc29ac6bebf3c3af62e3a8a3195f72a8e678867214dbe

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=sha256:5eb35fac7be35302960fabe6c2a03adc535b98b72d59832c26cbe5077b11cc37

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T22:12:23.404641Z digest=sha256:5e0dec06a51ec6fac5b3c88f5130d3e235aea81f70a38988dc6c201153764992

Pith citing papers

No inbound Pith citation observations are available.