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Paper Citation Record · LEDGER

Policy-Driven AI in Dataspaces: Taxonomy, Explainability, and Pathways for Compliant Innovation

As of 9 August 2026, this Paper Citation Record lists 67 of 67 outbound references and 0 inbound Pith citation observations for arXiv:2507.20014.

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

pith.paper-citation-record.v1
2507.20014 v2

Coverage vector

measured 67 of 67 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T13:54:38.312268Z

measured 67 of 67 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

67 of 67 outbound references displayed

  • verified exact20
  • verified fuzzy2
  • unresolved33
  • parse uncertain0
  • malformed identifier3
  • metadata mismatch9

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ed7c1b85-42c3-4676-a5e7-ba65b144fb2d · outbound

This paper cites an unresolved cited work.

Policy-Driven AI in Dataspaces: Taxonomy, Explainability, and Pathways for Compliant Innovation Unresolved cited work

Reference 1

Resolution
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no resolver link, observed 2026-08-06T13:54:37.995970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 38bedfcf-a3f4-4dd2-97d9-7608085629ee · outbound

This paper cites an unresolved cited work.

Policy-Driven AI in Dataspaces: Taxonomy, Explainability, and Pathways for Compliant Innovation Unresolved cited work

Reference 2

Resolution
metadata mismatch
raw_fallback, observed 2026-08-06T13:54:40.060561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T13:54:37.999729Z digest=sha256:25eec9d8e4201414dae1608250f72b7ee92d5a1b11239a4942774c48970a043f

Observation 63274667-c500-4eda-a10c-795fe91f5d1a · outbound

This paper cites an unresolved cited work.

Policy-Driven AI in Dataspaces: Taxonomy, Explainability, and Pathways for Compliant Innovation Unresolved cited work

Reference 3

Resolution
metadata mismatch
raw_fallback, observed 2026-08-06T13:54:39.976129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T13:54:38.003425Z digest=sha256:aab9b857e4c917704389feded5e837a2afec514d54cbe16bf7174afd3868db41

Observation 8950cc50-ff1d-4702-b8d9-ab77efec25e0 · outbound

This paper cites an unresolved cited work.

Policy-Driven AI in Dataspaces: Taxonomy, Explainability, and Pathways for Compliant Innovation Unresolved cited work

Reference 4

Resolution
metadata mismatch
raw_fallback, observed 2026-08-06T13:54:39.883279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T13:54:38.006664Z digest=sha256:c583e8f1455e988038bee3ed361bfcec7454d3d2478564a327f087ca57094e7a

Observation 3980f0bf-2c49-4a50-80ac-997656b475e5 · outbound

This paper cites Lopes, Pedro Guimar ˜aes, Tiago F.

Policy-Driven AI in Dataspaces: Taxonomy, Explainability, and Pathways for Compliant Innovation Lopes, Pedro Guimar ˜aes, Tiago F

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T13:54:40.285736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T13:54:38.009717Z digest=sha256:4d739307b6ea589bcb4eedb343dcaa416d455e231c0d1ff0fa8bd9e74f96a65a

Observation 37c6a3e2-b8cf-4312-b963-720ec24f85c8 · outbound

This paper cites Beliatis, and Mirko Presser.

Policy-Driven AI in Dataspaces: Taxonomy, Explainability, and Pathways for Compliant Innovation Beliatis, and Mirko Presser

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-06T13:54:38.012776Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T13:54:38.012776Z digest=sha256:7be29de489ce563ecd67f4c34cfd13d104381c235fdfa9ddc846f00a7e65ffd3

Observation 7c2ad7da-b880-4255-970a-8037d1ec82f2 · outbound

This paper cites Interplay between Federated Learning and Explainable Artificial Intelligence: a Scoping Review.

Policy-Driven AI in Dataspaces: Taxonomy, Explainability, and Pathways for Compliant Innovation Interplay between Federated Learning and Explainable Artificial Intelligence: a Scoping Review

Reference 7

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no resolver link, observed 2026-08-06T13:54:38.016341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T13:54:38.016341Z digest=sha256:b5808d0648b27571c4652c9e2d2dd5b1bfe58719338826f365069d0962d0c922

Observation 0581d9b0-3f39-4163-9712-dc67bc5f5692 · outbound

This paper cites A Survey of Dataspace Connector Implementations.

Policy-Driven AI in Dataspaces: Taxonomy, Explainability, and Pathways for Compliant Innovation A Survey of Dataspace Connector Implementations

Reference 8

Resolution
verified exact
local_arxiv, observed 2026-08-06T13:54:39.802566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T13:54:38.019719Z digest=sha256:e24c2587ba0e0a9c7fecbdcb9c407a73b99c76fd9ada68fc1be9bcb023881f1b

Observation fbddaed8-9490-438d-ba6a-f7c3cde8d0a3 · outbound

This paper cites an unresolved cited work.

Policy-Driven AI in Dataspaces: Taxonomy, Explainability, and Pathways for Compliant Innovation Unresolved cited work

Reference 9

Resolution
verified exact
doi, observed 2026-08-06T13:54:38.452917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T13:54:38.023297Z digest=sha256:d01c610f6ecc9a3d70412d8a041e16eac2cd4212fa94e5c03585ec2bd7f60243

Observation 68479dcd-55ed-4f1e-b97e-c39eb47d6e86 · outbound

This paper cites Gamiz, C.

Policy-Driven AI in Dataspaces: Taxonomy, Explainability, and Pathways for Compliant Innovation Gamiz, C

Reference 10

Resolution
malformed identifier
raw_fallback, observed 2026-08-06T13:54:40.275812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T13:54:38.026601Z digest=sha256:5cc240d77ea53cf2777dc9c17dc681624f998aaa13aaf3d07db6a68b13649ddd

Observation 23c017e7-a5b0-4cb5-8d13-63beb27425dd · outbound

This paper cites an unresolved cited work.

Policy-Driven AI in Dataspaces: Taxonomy, Explainability, and Pathways for Compliant Innovation Unresolved cited work

Reference 11

Resolution
verified exact
doi, observed 2026-08-06T13:54:38.442943Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 47deb90f-13b6-43b6-8829-3dcd08440889 · outbound

This paper cites an unresolved cited work.

Policy-Driven AI in Dataspaces: Taxonomy, Explainability, and Pathways for Compliant Innovation Unresolved cited work

Reference 12

Resolution
verified exact
raw_fallback, observed 2026-08-06T13:54:39.786144Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T13:54:38.136377Z digest=sha256:a77d4992f8b1c627dc8d74c5d417e9134dde3e496e952fa93ef4aab095cdb824

Observation 24f3f4f2-e30b-408e-9da6-71ed5a6a435c · outbound

This paper cites an unresolved cited work.

Policy-Driven AI in Dataspaces: Taxonomy, Explainability, and Pathways for Compliant Innovation Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-06T13:54:40.265549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T13:54:38.139406Z digest=sha256:60bd90c8b39ebe4b7f2b99890a0b1fb17050b13e5d23a8f68f4afd3376b243bd

Observation aa09f01c-92ef-4da9-8329-d85d64993cc4 · outbound

This paper cites an unresolved cited work.

Policy-Driven AI in Dataspaces: Taxonomy, Explainability, and Pathways for Compliant Innovation Unresolved cited work

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-06T13:54:38.142456Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T13:54:38.142456Z digest=sha256:7ec440f1d02e4843317a21f271ac2b43004e0adaa212f043773620387e66671c

Observation 59313550-39e7-4295-bdfa-5998848a2ad7 · outbound

This paper cites an unresolved cited work.

Policy-Driven AI in Dataspaces: Taxonomy, Explainability, and Pathways for Compliant Innovation Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-06T13:54:40.255350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T13:54:38.145463Z digest=sha256:a092bda52416a39606cefecaebc5f42d9ff5c16a5be93b0d5df7ef493301bcf4

Observation 5ebce3c8-6cb0-46b9-b56f-cb3f57115872 · outbound

This paper cites an unresolved cited work.

Policy-Driven AI in Dataspaces: Taxonomy, Explainability, and Pathways for Compliant Innovation Unresolved cited work

Reference 16

Resolution
metadata mismatch
raw_fallback, observed 2026-08-06T13:54:39.627068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T13:54:38.151816Z digest=sha256:d00a0f6b33f1b1629d06aa63c9f3914b4c41f1a1ce7fc64b18952a2e70df9e09

Observation bf0c1df6-7442-480c-abcc-b125b3a1e428 · outbound

This paper cites an unresolved cited work.

Policy-Driven AI in Dataspaces: Taxonomy, Explainability, and Pathways for Compliant Innovation Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-06T13:54:40.231573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 0fff4e4c-1cf6-4d7c-9ee2-9b5fc824e94d · outbound

This paper cites Verification methods for international AI agreements.

Policy-Driven AI in Dataspaces: Taxonomy, Explainability, and Pathways for Compliant Innovation Verification methods for international AI agreements

Reference 18

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no resolver link, observed 2026-08-06T13:54:38.158243Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T13:54:38.158243Z digest=sha256:bc10b2c21bc674292afd7bb8ea9cab75e2d390c54998d518c143df544344dc0c

Observation 14e1ec82-961c-400e-801c-85fae1a81dc7 · outbound

This paper cites an unresolved cited work.

Policy-Driven AI in Dataspaces: Taxonomy, Explainability, and Pathways for Compliant Innovation Unresolved cited work

Reference 19

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T13:54:38.161689Z digest=sha256:121cc8c164660e5e8eaff3cef5952733255d2e00ffba08ac1d17f2e9dd0cab92

Observation 3b1a0be3-f70d-4e87-9166-fbe933560e8f · outbound

This paper cites Brendan McMa- han, Ilya Mironov, Kunal Talwar, and Li Zhang.

Policy-Driven AI in Dataspaces: Taxonomy, Explainability, and Pathways for Compliant Innovation Brendan McMa- han, Ilya Mironov, Kunal Talwar, and Li Zhang

Reference 20

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T13:54:38.164826Z digest=sha256:a24784a80c0cdd274b396557552082e67831a4a6dc0d30b88f1b16dc19a885bb

Observation 997d9c0f-9565-4b67-a0ef-7c48858479fe · outbound

This paper cites an unresolved cited work.

Policy-Driven AI in Dataspaces: Taxonomy, Explainability, and Pathways for Compliant Innovation Unresolved cited work

Reference 21

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no resolver link, observed 2026-08-06T13:54:38.167888Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T13:54:38.167888Z digest=sha256:dc8b5fb258af3f718696e3377665dc7cf6dffd526f5dc4f2263f46d497375a81

Observation 929d98de-99b4-4424-9342-627bfde2c063 · outbound

This paper cites an unresolved cited work.

Policy-Driven AI in Dataspaces: Taxonomy, Explainability, and Pathways for Compliant Innovation Unresolved cited work

Reference 22

Resolution
verified exact
raw_fallback, observed 2026-08-06T13:54:39.461124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T13:54:38.171208Z digest=sha256:9725d193dc77abd2c3346bae10eae8cda22646b44e312eaee551aa41caa66651

Observation 2fae5816-5e74-4a05-a0da-a10d032f6c53 · outbound

This paper cites an unresolved cited work.

Policy-Driven AI in Dataspaces: Taxonomy, Explainability, and Pathways for Compliant Innovation Unresolved cited work

Reference 23

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verified exact
doi, observed 2026-08-06T13:54:38.426032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 7023e126-a201-4930-bbbe-fb20af50540f · outbound

This paper cites an unresolved cited work.

Policy-Driven AI in Dataspaces: Taxonomy, Explainability, and Pathways for Compliant Innovation Unresolved cited work

Reference 24

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no resolver link, observed 2026-08-06T13:54:38.177121Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T13:54:38.177121Z digest=sha256:e05fa70f9b2d0acdbd0b31dfcb588c3e20af7c2049d70ccfc2616981fa1340cc

Observation 5bf91721-88df-487d-bbfd-9071ebd0eb56 · outbound

This paper cites Consistency Models for Scalable and Fast Simulation-Based Inference.

Policy-Driven AI in Dataspaces: Taxonomy, Explainability, and Pathways for Compliant Innovation Consistency Models for Scalable and Fast Simulation-Based Inference

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-06T13:54:38.180437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T13:54:38.180437Z digest=sha256:c3192b1943ec64f1a23b43422197fc6336231a65c9ef41b539a66ac91307ddaa

Observation 6efb5e2e-bc4e-4306-bfe2-718c9787872c · outbound

This paper cites Zephyr: Direct Distillation of LM Alignment.

Policy-Driven AI in Dataspaces: Taxonomy, Explainability, and Pathways for Compliant Innovation Zephyr: Direct Distillation of LM Alignment

Reference 26

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no resolver link, observed 2026-08-06T13:54:38.184035Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 50c8d147-98d9-4689-964f-c4f30328bbef · outbound

This paper cites an unresolved cited work.

Policy-Driven AI in Dataspaces: Taxonomy, Explainability, and Pathways for Compliant Innovation Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-06T13:54:40.207121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 564b0ddc-b17f-4283-b383-9cea9e34e0d0 · outbound

This paper cites LIMA: Less Is More for Alignment.

Policy-Driven AI in Dataspaces: Taxonomy, Explainability, and Pathways for Compliant Innovation LIMA: Less Is More for Alignment

Reference 28

Resolution
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no resolver link, observed 2026-08-06T13:54:38.190969Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T13:54:38.190969Z digest=sha256:428356056328be728f4b4185e4b0a5a1e83b0612981c3e7e275a527d40ff3cc6

Observation b34cb67e-e6b4-4d85-bf81-34c275d5ea45 · outbound

This paper cites CrypTen: Secure Multi-Party Computation Meets Machine Learning.

Policy-Driven AI in Dataspaces: Taxonomy, Explainability, and Pathways for Compliant Innovation CrypTen: Secure Multi-Party Computation Meets Machine Learning

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-06T13:54:38.194312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T13:54:38.194312Z digest=sha256:63941383b3e0a7469e8be585567978c6ff19ee2b5a4348bc23b63c94bd97b546

Observation 7114db5f-3b9d-4ec7-90da-bca88b7c2d91 · outbound

This paper cites Verifiable Privacy-Preserving Computing.

Policy-Driven AI in Dataspaces: Taxonomy, Explainability, and Pathways for Compliant Innovation Verifiable Privacy-Preserving Computing

Reference 30

Resolution
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no resolver link, observed 2026-08-06T13:54:38.197636Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T13:54:38.197636Z digest=sha256:02fb68ddefc048704b1dab40a8aa4cda6216011f4df4f99c348aa72d144d87fd

Observation 3a843492-04f4-45f1-afb9-3a9eafba0716 · outbound

This paper cites BloombergGPT: A Large Language Model for Finance.

Policy-Driven AI in Dataspaces: Taxonomy, Explainability, and Pathways for Compliant Innovation BloombergGPT: A Large Language Model for Finance

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-06T13:54:38.200952Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T13:54:38.200952Z digest=sha256:45d6a6e4a96edd18cc44c3d299828aeb5059d29ca376908007ad7dcf5c822500

Observation 8d680804-53ae-449b-be0d-8a410804c0b9 · outbound

This paper cites Abushark, and Ahmed S.

Policy-Driven AI in Dataspaces: Taxonomy, Explainability, and Pathways for Compliant Innovation Abushark, and Ahmed S

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T13:54:40.195058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T13:54:38.204147Z digest=sha256:207954bbc270c16ebe78dd62f3a561422be8c2ca99277b6d2f95c48875938609

Observation 44d5899a-759f-46f5-a505-de932bbd02bd · outbound

This paper cites an unresolved cited work.

Policy-Driven AI in Dataspaces: Taxonomy, Explainability, and Pathways for Compliant Innovation Unresolved cited work

Reference 33

Resolution
verified exact
doi, observed 2026-08-06T13:54:38.398850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 55a06930-658c-4ff8-a440-a4ac35af4961 · outbound

This paper cites an unresolved cited work.

Policy-Driven AI in Dataspaces: Taxonomy, Explainability, and Pathways for Compliant Innovation Unresolved cited work

Reference 34

Resolution
verified exact
doi, observed 2026-08-06T13:54:38.388968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T13:54:38.214226Z digest=sha256:36e80a523b07cd312012fbc4abef102481d00e7cde7e41b03c4cdf9cef1d6117

Observation 0c4afebd-7024-416e-9596-8981c77f1909 · outbound

This paper cites an unresolved cited work.

Policy-Driven AI in Dataspaces: Taxonomy, Explainability, and Pathways for Compliant Innovation Unresolved cited work

Reference 35

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unresolved
raw_fallback, observed 2026-08-06T13:54:40.184549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T13:54:38.217387Z digest=sha256:18dcdeb88087fd7a71a85d83a2feb5157d9ed22eae83a736eea253aedfcb2ae2

Observation d0a8bd63-35f0-4d89-8c6c-cec2d6e1c917 · outbound

This paper cites an unresolved cited work.

Policy-Driven AI in Dataspaces: Taxonomy, Explainability, and Pathways for Compliant Innovation Unresolved cited work

Reference 36

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unresolved
no resolver link, observed 2026-08-06T13:54:38.223226Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T13:54:38.223226Z digest=sha256:55a859d0b56dfff11bca706e5fdde1d84d29d110dac7c9906939dacc0644f5a0

Observation 0e33de72-7ccd-44a0-9848-1011d2b83e28 · outbound

This paper cites an unresolved cited work.

Policy-Driven AI in Dataspaces: Taxonomy, Explainability, and Pathways for Compliant Innovation Unresolved cited work

Reference 37

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source=pdf_text observed=2026-08-06T13:54:38.225979Z digest=sha256:ce5b5b4011ea94ff25336fd5ae7e920d009fbca226c28efe5bb56caf906e76ca

Observation 2cf43d0b-535a-4215-b5f5-c2944d031881 · outbound

This paper cites Adding Conditional Control to Text-to-Image Diffusion Models.

Policy-Driven AI in Dataspaces: Taxonomy, Explainability, and Pathways for Compliant Innovation Adding Conditional Control to Text-to-Image Diffusion Models

Reference 38

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no resolver link, observed 2026-08-06T13:54:38.229084Z

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source=pdf_text observed=2026-08-06T13:54:38.229084Z digest=sha256:df792fde8ba5f778cdf4f2cd4de4c9d448223ab1e3bc5a06e13f55451d740443

Observation a99c4c9e-5f1e-4f49-bd06-4d15559b3e4d · outbound

This paper cites Sparks of Artificial General Intelligence: Early experiments with GPT-4.

Policy-Driven AI in Dataspaces: Taxonomy, Explainability, and Pathways for Compliant Innovation Sparks of Artificial General Intelligence: Early experiments with GPT-4

Reference 39

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no resolver link, observed 2026-08-06T13:54:38.232160Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T13:54:38.232160Z digest=sha256:28603af1a25940c32e0f59e340fb9cd9997887ddeb699c0fd86d3e0b98b31df7

Observation 14bef60e-1427-428f-8d02-323c5a89919b · outbound

This paper cites A Survey of Large Language Models.

Policy-Driven AI in Dataspaces: Taxonomy, Explainability, and Pathways for Compliant Innovation A Survey of Large Language Models

Reference 40

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no resolver link, observed 2026-08-06T13:54:38.235595Z

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source=pdf_text observed=2026-08-06T13:54:38.235595Z digest=sha256:13ecc9a7ea76fc46a7b2ad1e6155aa991c93622303d5a86db81573bf78d86c0d

Observation de01d9b3-8cc5-49a5-a1d3-13cd2c0ea0a3 · outbound

This paper cites Authentication and authorization in Data Spaces: A relationship-based access control approach for policy specification based on ODRL.

Policy-Driven AI in Dataspaces: Taxonomy, Explainability, and Pathways for Compliant Innovation Authentication and authorization in Data Spaces: A relationship-based access control approach for policy specification based on ODRL

Reference 41

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verified exact
local_arxiv, observed 2026-08-06T13:54:39.096662Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T13:54:38.239027Z digest=sha256:99cdaba322fb198799e366acb054fe93a40ae772994919dcd3449bc6c68fb119

Observation fcef0018-7f7d-4db5-94f9-d4a04e96d14d · outbound

This paper cites A Service Architecture for Dataspaces.

Policy-Driven AI in Dataspaces: Taxonomy, Explainability, and Pathways for Compliant Innovation A Service Architecture for Dataspaces

Reference 42

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metadata mismatch
local_arxiv, observed 2026-08-06T13:54:39.082327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T13:54:38.242152Z digest=sha256:3604ba9202ab945c6a8b8a29804cfc02df6f74c51eba5d411c214fc074442c24

Observation d191b257-d33b-4b66-9b4c-42c5ad1ff3eb · outbound

This paper cites an unresolved cited work.

Policy-Driven AI in Dataspaces: Taxonomy, Explainability, and Pathways for Compliant Innovation Unresolved cited work

Reference 43

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unresolved
raw_fallback, observed 2026-08-06T13:54:40.173794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T13:54:38.245421Z digest=sha256:13b51706b34984c2957515aacff27d566bec21d4184bf8bc73c0b6f274650d2c

Observation 67e585dd-8a1b-4912-9b14-3bde6db6d671 · outbound

This paper cites an unresolved cited work.

Policy-Driven AI in Dataspaces: Taxonomy, Explainability, and Pathways for Compliant Innovation Unresolved cited work

Reference 44

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verified exact
doi, observed 2026-08-06T13:54:38.372177Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T13:54:38.251307Z digest=sha256:bd3956f4eeffff932a51ebfbf091de8b162afd13cbce75c2864f5ed4ad5950dc

Observation e74030fe-0392-41e2-88c5-c144da720345 · outbound

This paper cites an unresolved cited work.

Policy-Driven AI in Dataspaces: Taxonomy, Explainability, and Pathways for Compliant Innovation Unresolved cited work

Reference 45

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malformed identifier
raw_fallback, observed 2026-08-06T13:54:40.162502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T13:54:38.254147Z digest=sha256:a70d4b75ec1e4fc120b8bf9bb106fee40fb3f4563180f666a774c86df5b0fa1f

Observation dd2d62e9-0135-4fc7-8218-1716af49dc7f · outbound

This paper cites Efficient and Scalable Self-Healing Databases Using Meta-Learning and Dependency-Driven Recovery.

Policy-Driven AI in Dataspaces: Taxonomy, Explainability, and Pathways for Compliant Innovation Efficient and Scalable Self-Healing Databases Using Meta-Learning and Dependency-Driven Recovery

Reference 46

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verified exact
local_arxiv, observed 2026-08-06T13:54:39.002120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T13:54:38.257456Z digest=sha256:2726c608c0be2cda405bdc80e6a99b588aa39c84d772d9fc087326553670c71a

Observation e4d653ac-30a8-47c4-8c63-01d06cbd321c · outbound

This paper cites Osorio-Marulanda, Gorka Epelde, Mikel Hernandez, Imanol Isasa, Nicolas Moreno Reyes, and Andoni Beristain Iraola.

Policy-Driven AI in Dataspaces: Taxonomy, Explainability, and Pathways for Compliant Innovation Osorio-Marulanda, Gorka Epelde, Mikel Hernandez, Imanol Isasa, Nicolas Moreno Reyes, and Andoni Beristain Iraola

Reference 47

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metadata mismatch
raw_fallback, observed 2026-08-06T13:54:38.987580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T13:54:38.261201Z digest=sha256:684359fc1508439b8ffa7443d05711ac188c37ba0abd9583f5b766943d807b92

Observation 787a2d8a-55e2-41e0-a99c-b68889cb98ff · outbound

This paper cites BetterBench: Assessing AI Benchmarks, Uncovering Issues, and Establishing Best Practices.

Policy-Driven AI in Dataspaces: Taxonomy, Explainability, and Pathways for Compliant Innovation BetterBench: Assessing AI Benchmarks, Uncovering Issues, and Establishing Best Practices

Reference 48

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no resolver link, observed 2026-08-06T13:54:38.264252Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-06T13:54:38.264252Z digest=sha256:2c0868f6799df27fef557fe84ace1bdeffcb967ab2772866c6819b1d4acea50a

Observation bb70a1c9-fe64-4dec-8b15-a041d394d8ea · outbound

This paper cites Adaptive Differential Privacy in Federated Learning: A Priority-Based Approach.

Policy-Driven AI in Dataspaces: Taxonomy, Explainability, and Pathways for Compliant Innovation Adaptive Differential Privacy in Federated Learning: A Priority-Based Approach

Reference 49

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verified exact
local_arxiv, observed 2026-08-06T13:54:38.894767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T13:54:38.267485Z digest=sha256:bb99455e8d1dccfdb027467b6a1687ec4df45e1399e7b8aa6bf686eb8cd6a578

Observation 47d08e62-70d2-48a9-a3f4-5eb80fb918a5 · outbound

This paper cites Beyond Explainability: The Case for AI Validation.

Policy-Driven AI in Dataspaces: Taxonomy, Explainability, and Pathways for Compliant Innovation Beyond Explainability: The Case for AI Validation

Reference 50

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verified exact
local_arxiv, observed 2026-08-06T13:54:38.880873Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T13:54:38.270709Z digest=sha256:841ecb63a7921a5070d9b48a0f3cc1b366fe8d1927b9a21b06a5fadd6a761be8

Observation 8270b20d-8591-4004-938d-dae9116f49e5 · outbound

This paper cites Neuro-Symbolic AI for Compliance Checking of Electrical Control Panels.

Policy-Driven AI in Dataspaces: Taxonomy, Explainability, and Pathways for Compliant Innovation Neuro-Symbolic AI for Compliance Checking of Electrical Control Panels

Reference 51

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local_arxiv, observed 2026-08-06T13:54:38.866030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T13:54:38.273874Z digest=sha256:7a855d001615cc57207b9e8049e60dac0729fc1f7e12ab08b45c3817102fcf7c

Observation d812edfb-1dcd-48e7-92be-8776c368505a · outbound

This paper cites an unresolved cited work.

Policy-Driven AI in Dataspaces: Taxonomy, Explainability, and Pathways for Compliant Innovation Unresolved cited work

Reference 52

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no resolver link, observed 2026-08-06T13:54:38.277041Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T13:54:38.277041Z digest=sha256:fdd0335f7b53366c6d33c5ba231b783d3dda1fe02a99df079306777fe5823a8d

Observation 3366a7ac-0603-4a9d-a8ff-807ed059e00a · outbound

This paper cites Encrypted Vector Similarity Computations Using Partially Homomorphic Encryption: Applications and Performance Analysis.

Policy-Driven AI in Dataspaces: Taxonomy, Explainability, and Pathways for Compliant Innovation Encrypted Vector Similarity Computations Using Partially Homomorphic Encryption: Applications and Performance Analysis

Reference 53

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no resolver link, observed 2026-08-06T13:54:38.280241Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T13:54:38.280241Z digest=sha256:f21b8833346ccd0dcbca3743743421300f0ffa59be8effaeb98130054b361495

Observation 73f94f91-16ea-4013-a8ab-07648a908e36 · outbound

This paper cites A Somewhat Homomorphic Encryption Scheme based on Multivariate Polynomial Evaluation.

Policy-Driven AI in Dataspaces: Taxonomy, Explainability, and Pathways for Compliant Innovation A Somewhat Homomorphic Encryption Scheme based on Multivariate Polynomial Evaluation

Reference 54

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verified exact
local_arxiv, observed 2026-08-06T13:54:38.764535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T13:54:38.283515Z digest=sha256:29aa43e7d19f80b4a203fd8b48f532c2fa5dbbc04d2cd41359a79803a066dc2d

Observation 83d83faa-a17c-4084-8b2d-bbee509b93f1 · outbound

This paper cites Neurosymbolic AI: The 3rd Wave.

Policy-Driven AI in Dataspaces: Taxonomy, Explainability, and Pathways for Compliant Innovation Neurosymbolic AI: The 3rd Wave

Reference 55

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source=pdf_text observed=2026-08-06T13:54:38.286931Z digest=sha256:4f6e78164deb330f16ee309e871d6a34f7f951c0889a285c1004e1e069d17bb7

Observation e5f040fe-77c3-415d-8726-27da12f91cea · outbound

This paper cites Murray, Abraham Stefanidis, William Y.

Policy-Driven AI in Dataspaces: Taxonomy, Explainability, and Pathways for Compliant Innovation Murray, Abraham Stefanidis, William Y

Reference 56

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no resolver link, observed 2026-08-06T13:54:38.290244Z

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source=pdf_text observed=2026-08-06T13:54:38.290244Z digest=sha256:dc06865220656347817002914fdfd96d44cb30631feb404475c846637fe60212

Observation 1ef209c9-d2f6-4288-8b7f-13e6dddbf0ea · outbound

This paper cites Tamilselvi, V.

Policy-Driven AI in Dataspaces: Taxonomy, Explainability, and Pathways for Compliant Innovation Tamilselvi, V

Reference 57

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verified exact
raw_fallback, observed 2026-08-06T13:54:38.659585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T13:54:38.293150Z digest=sha256:1bae83f8504751d2ca10675aab9ce67b5e7a8789f3d84bd4c452dfb8aac74075

Observation c9f73c14-4e70-4216-bc5c-4a65cd1cd132 · outbound

This paper cites an unresolved cited work.

Policy-Driven AI in Dataspaces: Taxonomy, Explainability, and Pathways for Compliant Innovation Unresolved cited work

Reference 58

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metadata mismatch
raw_fallback, observed 2026-08-06T13:54:38.582245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T13:54:38.296303Z digest=sha256:bf13b1f01353ab00d1bf6c16341bb5d4c03bf8ebef7da44c417f6b96dd73a2d7

Observation 4f39a83f-19c6-415f-8d8d-b97224eeb31f · outbound

This paper cites an unresolved cited work.

Policy-Driven AI in Dataspaces: Taxonomy, Explainability, and Pathways for Compliant Innovation Unresolved cited work

Reference 59

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no resolver link, observed 2026-08-06T13:54:38.299285Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T13:54:38.299285Z digest=sha256:2eab7990370ce239c9d2ceab5af4aff1d86f5e5b3fef9c80f70dc6f744a17a8d

Observation d87bdb98-c146-4318-b695-b71da595018b · outbound

This paper cites an unresolved cited work.

Policy-Driven AI in Dataspaces: Taxonomy, Explainability, and Pathways for Compliant Innovation Unresolved cited work

Reference 60

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verified exact
doi, observed 2026-08-06T13:54:38.354571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T13:54:38.302304Z digest=sha256:9ae0305abb49fef5bfc7f33f6b22533bdead469ed7abf45799894c347f5012b6

Observation 9bcc1700-e787-4d7a-aed1-028199b5c175 · outbound

This paper cites A Comprehensive Survey on Federated Learning: Concept and Applications.

Policy-Driven AI in Dataspaces: Taxonomy, Explainability, and Pathways for Compliant Innovation A Comprehensive Survey on Federated Learning: Concept and Applications

Reference 61

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verified exact
local_arxiv, observed 2026-08-06T13:54:38.484675Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T13:54:38.305594Z digest=sha256:575d213a4fe02f615983327cb3147edd22294f1e2007ad5aae38b67a71ba77ab

Observation 09d9021e-42b6-4575-a7eb-8b70337a44f9 · outbound

This paper cites Can We Trust AI Benchmarks? An Interdisciplinary Review of Current Issues in AI Evaluation.

Policy-Driven AI in Dataspaces: Taxonomy, Explainability, and Pathways for Compliant Innovation Can We Trust AI Benchmarks? An Interdisciplinary Review of Current Issues in AI Evaluation

Reference 62

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no resolver link, observed 2026-08-06T13:54:38.308630Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T13:54:38.308630Z digest=sha256:75d00eb6023b7220b2478d901713c54ffc89fe42211bfde8b010744c2eb9367e

Observation 7b05f009-f17d-49c9-a6b7-9e40011ba4d9 · outbound

This paper cites an unresolved cited work.

Policy-Driven AI in Dataspaces: Taxonomy, Explainability, and Pathways for Compliant Innovation Unresolved cited work

Reference 63

Resolution
verified exact
doi, observed 2026-08-06T13:54:38.344056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T13:54:38.312268Z digest=sha256:dbec0830f511602b70eced400439287bc1d896b57f1142a7faba48ed36b20392

Observation 1612e68a-ee2c-4377-a025-ffb21e075be7 · outbound

This paper cites an unresolved cited work.

Policy-Driven AI in Dataspaces: Taxonomy, Explainability, and Pathways for Compliant Innovation Unresolved cited work

Reference 277

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unresolved
raw_fallback, observed 2026-08-06T13:54:40.243982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T13:54:38.148702Z digest=sha256:5b75de62bca1bc6708b2f56f86f5cc17ef95345fe83b64322ee3cf0eefa1e541

Observation 1508ee23-1e0c-4de4-b781-821928f05976 · outbound

This paper cites 3389/feduc.2023.1183162.

Policy-Driven AI in Dataspaces: Taxonomy, Explainability, and Pathways for Compliant Innovation 3389/feduc.2023.1183162

Reference 2023

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metadata mismatch
raw_fallback, observed 2026-08-06T13:54:39.322059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T13:54:38.220308Z digest=sha256:bbf85063f0ee5ecc79c5f498aa2631fc73967db884e9089e14209e570471533c

Observation abe7ff51-e36e-40a3-a94a-02ffdc810790 · outbound

This paper cites 3389/fdata.2024.1497535.

Policy-Driven AI in Dataspaces: Taxonomy, Explainability, and Pathways for Compliant Innovation 3389/fdata.2024.1497535

Reference 2024

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metadata mismatch
raw_fallback, observed 2026-08-06T13:54:39.068622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T13:54:38.248285Z digest=sha256:ea1bc98c25e6b1baadef49fccc01f5cce6322e8c557c58f90b99078da426b9a1

Observation d5a3fa90-15b5-449b-a1df-b107612cccc8 · outbound

This paper cites an unresolved cited work.

Policy-Driven AI in Dataspaces: Taxonomy, Explainability, and Pathways for Compliant Innovation Unresolved cited work

Reference 3612

Resolution
verified exact
doi, observed 2026-08-06T13:54:38.409286Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T13:54:38.207417Z digest=sha256:993f213fb2e7550bfc795e3df1d652e49ea14d9e08db55d7092f99ab7f3f1743

Pith citing papers

No inbound Pith citation observations are available.