Paper Citation Record · LEDGER

Enabling External Scrutiny of AI Systems with Privacy-Enhancing Technologies

As of 9 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.

pith.paper-citation-record.v1
2502.05219 v1

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T05:20:17.552469Z

measured 21 of 21 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

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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+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.