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Paper Citation Record · LEDGER

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

As of 7 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 2026-08-07T06:34:17.273281+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
unresolved
no resolver link, observed 2026-08-06T13:54:37.995970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T13:54:37.995970Z digest=sha256:8b44bfd21522326212c6e630f1c4285883003108b34541c88f0df2f7a0641962

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T13:54:37.999729Z digest=sha256:2eef391398a36379ebce32dd1c63a9ce058ef663f568e44426a91a84d7733def

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T13:54:38.003425Z digest=sha256:ce65c91b00b8ed164e050ad94e6d4a647d84ec0b2651a95fc60449b3ff2e7152

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T13:54:38.006664Z digest=sha256:6816a209a33ab648b1cfaad0dd86723fdedc72d9cb918c398a273de92960bbef

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T13:54:38.009717Z digest=sha256:6825fb0872d6d916f3bdd9870d591b3bc23b8b58183331bb29a959d955f6afe0

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=sha256:0b2442a122920306d552c0217d0efe3d9ecd100c425d9bcbf46956f2c2b5aa0f

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

Resolution
unresolved
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:b676fe7b659c2e6029ac1a6f50c6fd210e4d0f0ba87421e694a9f2e7a7264ed2

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T13:54:38.019719Z digest=sha256:00a5b291eb171422a9f891dc13dcde6b8795680dd1e3923d581ef0636ba20170

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T13:54:38.023297Z digest=sha256:21d3852fc599fd0f5dfbd9175b713e72e6060a5ddd4a9350dbc79f8c9eee3bed

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T13:54:38.026601Z digest=sha256:4f0d091b6d37988b640190db1e284a703606da70f411c628f70f6ce0dad76ec7

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T13:54:38.132911Z digest=sha256:d4e6127d814e857fd49d4821c30c0920179b17897d00423f6ce91c49aad801f3

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T13:54:38.136377Z digest=sha256:bf3ac8f406a882c10391752ed763dae39932f0e22b574adbe165cd3e40e0de23

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T13:54:38.139406Z digest=sha256:f34ecd1ac07b086e6eb15e2ce797d885d0b2c8ac2cc4c47a9e448baef96d079f

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:f0085f97aa08e67192e35aaf9e458c36b8a93d37c11ff25540b402746dc9277b

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T13:54:38.145463Z digest=sha256:6534923ef807b5b791e8495e0d6a075a31c3cd635c0300e08d77e6f04f6f2b3e

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T13:54:38.151816Z digest=sha256:61f4d1a9f3ad9cac208e0932425492e77cc8497731223f3c5b9fc926392f4069

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 2026-08-07T06:34:17.273281+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

Resolution
unresolved
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=sha256:7bb18da28b82a53e3789df0a43ae72547d3440016b4bc5e15d0b1ef20c792628

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
malformed identifier
raw_fallback, observed 2026-08-06T13:54:40.218356Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T13:54:38.161689Z digest=sha256:a78a8c5ff8726c8ade56cafca87fe11affa758f275d2269332468caa2a2657e6

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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no resolver link, observed 2026-08-06T13:54:38.164826Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T13:54:38.164826Z digest=sha256:19615984f7ec7fedc29dcb5ace928bf8c289341aa5c3c72b42319a3d67f45ec8

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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unresolved
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=sha256:61fb0504df5a76dec84be44b2c1e2fc179951eb9c905c0aac7a42c8146c82672

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T13:54:38.171208Z digest=sha256:dbf03d5564110fcbc866dfdf664dbc8e7b59254eecf429245fa08ee47a5d1f1a

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

Resolution
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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T13:54:38.173936Z digest=sha256:85b628696fe1f09aea765ae2ec9b7e79fc528eae7a88ff21b97a4d4b843811bc

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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unresolved
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=sha256:547e30750df6bfb5a854966f2ae5a5f95bebb0e50013072d1e37f248f8d2b13c

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=sha256:38670c58afa78da5e08de6f89a3f1a9ab7d111521d4eb3e8d845a762b84cf6c4

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T13:54:38.184035Z digest=sha256:8caedf73300eb555e0b8f2d53bc6e84bb83a134ae9d610a377db7252a8d53730

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

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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 2026-08-07T06:34:17.273281+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
unresolved
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=sha256:7dd5b0c5aaa3f81b1c5a460ccb6e1122d6a4f08b0d09475947ac584e1077f7ee

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=sha256:518c16235ac1ab1d8634ff491551a251fcbe159886fe525568ff37160253f8d9

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
unresolved
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=sha256:1831bdec0710134e3bb8b9578882eea16ec0f59df22ef8439380505e6c89348e

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:fa5e3aafc8fca76ed784e543e5894f85949ed582afc8c61a721ca0a8a4329492

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T13:54:38.204147Z digest=sha256:c0843f1ae55138b60ef1416fc8430e3ec7f579b823015f1e41b09ba96abc2454

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T13:54:38.211195Z digest=sha256:87c08b2a91f53cf082271d57e53274aac61b5d381625e8c96e5862893b41ef24

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T13:54:38.214226Z digest=sha256:84cb0c94005f1509221c4c33923c94a4c8e4d91fee5c4cfee63a8848d0010301

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

Resolution
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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T13:54:38.217387Z digest=sha256:a88a200b19e636429bdbf09728cbc2c56aa8800ed6bd00213ca0e478365bb44c

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:bf5b3577dfad442dcc6438530b2eb50d79da0187744c9444b3744b58ff624dbe

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:ee06b34c490220c378a1c423e6ea06f0c118bc0a0363f0d6e8dfdaf2b0345a44

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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source=pdf_text observed=2026-08-06T13:54:38.229084Z digest=sha256:ed992a1252434bc207aa0b1058bddd7f90f71dfe7fb4e261a7a393a26a029cf6

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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source=pdf_text observed=2026-08-06T13:54:38.232160Z digest=sha256:d1938e577f23b8a4bf90392c6c66adff31b5e76f9ef81879edab4aa83d3d883c

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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source=pdf_text observed=2026-08-06T13:54:38.235595Z digest=sha256:abe44875709f172415ca4c9d85b9c9ac422042c8570ba719701d90885c16edc0

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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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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T13:54:38.239027Z digest=sha256:f8150ac1d7bdfe8aaeed10808625d00599555bdaab04644ce8532bc90deea241

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T13:54:38.242152Z digest=sha256:d3a470728d4e0f601e77b2f275aab6460f52d9abc43dcd97804ecada21bf9f60

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T13:54:38.245421Z digest=sha256:b3a6f529c6233cdf234cb4b160e131b15e78811779bfcfde20bd2b59152a1565

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T13:54:38.251307Z digest=sha256:df01aba2fc66278b947ad2e56ddd49f2a8a282cdf288d6478f453c0d177a820a

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T13:54:38.254147Z digest=sha256:d798fc2a83ab2807169b7f5c9c6fb3a4bf73f96257ecc4f390dfff4b96ef64a7

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T13:54:38.257456Z digest=sha256:cfe4951107b7ed5858ccc54c860a437c0b6de25944131fde84a05f4c35879f6e

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T13:54:38.261201Z digest=sha256:c7dc8e40a00c7be64abc2bab5c97d40f5709ac7cdec5c0184c3c5b5b012972c1

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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Source-reported events for the cited work

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source=pdf_text observed=2026-08-06T13:54:38.264252Z digest=sha256:b1cd98c39f22c4fcbb7eb137105462947aa2c469f38068108f09d4d36311583f

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T13:54:38.267485Z digest=sha256:08be596771228c461102a24527610e46f8a1ba248370f1dd22d1c4edda17b321

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T13:54:38.270709Z digest=sha256:53d70ce5ac2e51763437748014b572de158f95b9bcd96d682714dca6f9bd746a

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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verified exact
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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T13:54:38.273874Z digest=sha256:86045244136ef27485aa7c1ec995de12840f0fa0d354a7c7fd5df074d3bc919c

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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source=pdf_text observed=2026-08-06T13:54:38.277041Z digest=sha256:313ec17b4daac61da977f87f6b59656c26618432e0d00be195692d370270e377

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

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source=pdf_text observed=2026-08-06T13:54:38.280241Z digest=sha256:ff550fe502519e657165b332ea4b9cd00b35778c0fda5254dc98e14540b6d93d

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T13:54:38.283515Z digest=sha256:6a8ac3a628ebbe41e0015bc55cc4d1b4a06f9e302293f3e97c98c1a6919fcb11

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-reported events for the cited work

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source=pdf_text observed=2026-08-06T13:54:38.286931Z digest=sha256:cf18a6fb688d8bdd91d6762d6d88fc9beee464573fa2d50ff26a75b9ead6b52d

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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source=pdf_text observed=2026-08-06T13:54:38.290244Z digest=sha256:bd9a52342d37697f140a3ae53336acb9e45242ad689ee51a598f78e5f545ccf2

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

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T13:54:38.293150Z digest=sha256:784457b8dbea096a0309385a3cb7162e59051df61d64ca4d6b32beeddecb3795

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T13:54:38.296303Z digest=sha256:03443141207b91318191f268e0b22f54414148369244bb8e1e8252a2a7ec776d

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:e9ddba20b56ba384a05fcf2b94cdc5c5e4f64b459c14eb95874fed9320e9a7b8

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T13:54:38.302304Z digest=sha256:73430a1760f713cc076fa5a5802666d871959c2f9b0a2d56d05b1f4a6afd620a

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T13:54:38.305594Z digest=sha256:da9e2dfa87d3cd163964ef67d4d816f532fd838ac2f49e54e5eb8d0baf44577a

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=sha256:0d7b38596a37c8a4e5856d7bd97008f683e45e4df21acd488528d17ae68c8dbc

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

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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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T13:54:38.312268Z digest=sha256:cc8871a97f086874a0e57d92f691481f90e90c1e910a9b7afb5965d0a0e8d03b

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T13:54:38.148702Z digest=sha256:f4ebcad9642e2fdf8ef369cdac3a7bf91ae3cded83ffc85913659cde9ba46fa5

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T13:54:38.220308Z digest=sha256:15b993b08ea3355106926546fd4a4011d00fe900848f4e41d83240b28986f2fd

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T13:54:38.248285Z digest=sha256:3369f7cd5f63ceae4b30ea3449a5ae51b0c3c09a5a6abeb20200e64052b9b1b5

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

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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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T13:54:38.207417Z digest=sha256:02029eccf7fa637c465dc0d31c1fe7eee65c102941afdc68f349880ec8a4d5f4

Pith citing papers

No inbound Pith citation observations are available.