Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-09T05:20:17.552469Z
Paper Citation Record · LEDGER
Enabling External Scrutiny of AI Systems with Privacy-Enhancing Technologies
As of 10 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 0 inbound Pith citation observations for arXiv:2502.05219.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
21 of 21 outbound references displayed
- verified exact1
- verified fuzzy15
- unresolved5
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation c70e50bb-1269-428a-8bf2-6e771f4b4c8b · outbound
This paper cites AI trans- parency in practice, October 2024.
Enabling External Scrutiny of AI Systems with Privacy-Enhancing Technologies AI trans- parency in practice, October 2024
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T05:20:18.334987Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 7321220a-b0e2-430a-8173-1d990e9a1551 · outbound
This paper cites Christchurch Call initiative on algorithmic outcomes, September 2022.
Enabling External Scrutiny of AI Systems with Privacy-Enhancing Technologies Christchurch Call initiative on algorithmic outcomes, September 2022
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T05:20:18.267928Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 0c81f79b-8ce2-48a7-99db-563a82762037 · outbound
This paper cites UK pushes for greater access to AI’s inner workings to assess risks.
Enabling External Scrutiny of AI Systems with Privacy-Enhancing Technologies UK pushes for greater access to AI’s inner workings to assess risks
Reference 3
- Resolution
- verified exact
- raw_fallback, observed 2026-08-09T05:20:17.769034Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 1c020e0b-088a-419b-91f4-794158b6d569 · outbound
This paper cites OpenAI GPT2, 2019.
Enabling External Scrutiny of AI Systems with Privacy-Enhancing Technologies OpenAI GPT2, 2019
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T05:20:18.252173Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 56f2f400-a0d4-40c5-b018-4c56aec71f3e · outbound
This paper cites Our plans for researchers on Reddit, May 2024.
Enabling External Scrutiny of AI Systems with Privacy-Enhancing Technologies Our plans for researchers on Reddit, May 2024
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T05:20:18.236955Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 38facd6f-783f-4624-8653-17800a921bac · outbound
This paper cites Camel: communicative agents for “mind” exploration of large scale language model society, May 2023.
Enabling External Scrutiny of AI Systems with Privacy-Enhancing Technologies Camel: communicative agents for “mind” exploration of large scale language model society, May 2023
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T05:20:18.221589Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 4619ed5c-67d9-4a9a-ac4c-baff4da2fdf4 · outbound
This paper cites A Safe Harbor for AI Evaluation and Red Teaming.
Enabling External Scrutiny of AI Systems with Privacy-Enhancing Technologies A Safe Harbor for AI Evaluation and Red Teaming
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T05:20:17.440043Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fbb69fdb-3547-4948-a39a-592dcd4b9c5c · outbound
This paper cites What is federated learning?, May 2020.
Enabling External Scrutiny of AI Systems with Privacy-Enhancing Technologies What is federated learning?, May 2020
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T05:20:18.205512Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 5255f8a9-d0f6-4b52-b6f9-4251c9d9ba85 · outbound
This paper cites What is secure multi-party computation?, May 2020.
Enabling External Scrutiny of AI Systems with Privacy-Enhancing Technologies What is secure multi-party computation?, May 2020
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T05:20:18.189563Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 856cd178-9571-4416-a7e9-7e34b7cb5e2d · outbound
This paper cites Ho, Dorothy Chou, Helen Toner, Inioluwa Deborah Raji, Irene Solaiman, James W.
Enabling External Scrutiny of AI Systems with Privacy-Enhancing Technologies Ho, Dorothy Chou, Helen Toner, Inioluwa Deborah Raji, Irene Solaiman, James W
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T05:20:18.173631Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 2127f491-59cc-40b2-80f6-1f1bea1b8c43 · outbound
This paper cites A new model for international, privacy-preserving data science.
Enabling External Scrutiny of AI Systems with Privacy-Enhancing Technologies A new model for international, privacy-preserving data science
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T05:20:18.157448Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 35041680-fb5a-4ecb-ab40-b2f5253a1ea8 · outbound
This paper cites Senator Christopher Coons of Delaware.
Enabling External Scrutiny of AI Systems with Privacy-Enhancing Technologies Senator Christopher Coons of Delaware
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T05:20:18.141553Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 632ce241-6116-4d13-b80d-d326854241d7 · outbound
This paper cites Introduction to differential privacy, 2020.
Enabling External Scrutiny of AI Systems with Privacy-Enhancing Technologies Introduction to differential privacy, 2020
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T05:20:18.125592Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 5e1454a6-dac4-4832-8bc6-ca7a7a2de9be · outbound
This paper cites PySyft’s documentation, 2021.
Enabling External Scrutiny of AI Systems with Privacy-Enhancing Technologies PySyft’s documentation, 2021
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T05:20:18.065652Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 62adf284-a8cc-4ab5-8e0d-689180ece96f · outbound
This paper cites Outsider Oversight: Designing a Third Party Audit Ecosystem for AI Governance.
Enabling External Scrutiny of AI Systems with Privacy-Enhancing Technologies Outsider Oversight: Designing a Third Party Audit Ecosystem for AI Governance
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T05:20:17.523990Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 50c7cf1a-6808-4568-a742-0106a204a47d · outbound
This paper cites an unresolved cited work.
Enabling External Scrutiny of AI Systems with Privacy-Enhancing Technologies Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T05:20:18.018721Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 346da22a-e49a-44a4-9718-92bde2c691f6 · outbound
This paper cites Model evaluation for extreme risks, September.
Enabling External Scrutiny of AI Systems with Privacy-Enhancing Technologies Model evaluation for extreme risks, September
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T05:20:18.002973Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 77ef201d-8c38-46ef-867f-009ac2216122 · outbound
This paper cites an unresolved cited work.
Enabling External Scrutiny of AI Systems with Privacy-Enhancing Technologies Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-08-09T05:20:17.986439Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 6d6befdf-1b1c-41b0-8c73-d770dfda4ef4 · outbound
This paper cites How to audit an AI model owned by someone else (Part 1), June 2023.
Enabling External Scrutiny of AI Systems with Privacy-Enhancing Technologies How to audit an AI model owned by someone else (Part 1), June 2023
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T05:20:17.968718Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 189979a5-d466-49bb-b1fd-a8e7925f5be4 · outbound
This paper cites Secure enclaves for AI evaluation, November 2024.
Enabling External Scrutiny of AI Systems with Privacy-Enhancing Technologies Secure enclaves for AI evaluation, November 2024
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T05:20:17.952194Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 609483f9-1026-42f3-8c03-700914fe8f04 · outbound
This paper cites Model evaluation for extreme risks.
Enabling External Scrutiny of AI Systems with Privacy-Enhancing Technologies Model evaluation for extreme risks
Reference 2023
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T05:20:17.538978Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.