Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-06-29T13:02:05.353377Z
Paper Citation Record · LEDGER
As of 11 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 1 inbound Pith citation observation for arXiv:2605.27827.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-06-29T13:02:05.353377Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-02T02:31:28.384463Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T02:28:24.338817Z
39 of 39 outbound references displayed
External citation measurements
0
pith, observed 2026-08-05T02:28:24.338817Z
Observation 9be981c9-bc76-437b-9856-e002b8f75eec · outbound
Operational AI Deployment Assurance: Governance-State Orchestration Under Threshold-Sensitive Deployment Conditions -- A Governance Framework for High-Stakes AI Systems Artificial intelligence risk management framework (ai rmf 1.0),
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7496a81e-e58d-49b7-b6db-a207fbad3ad7 · outbound
Operational AI Deployment Assurance: Governance-State Orchestration Under Threshold-Sensitive Deployment Conditions -- A Governance Framework for High-Stakes AI Systems Regulation (eu) 2024/1689 laying down harmonised rules on artificial intelligence,
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0d10a2cb-3014-4615-8649-5cdbdb08d46a · outbound
Operational AI Deployment Assurance: Governance-State Orchestration Under Threshold-Sensitive Deployment Conditions -- A Governance Framework for High-Stakes AI Systems Big data’s disparate impact,
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 81f4b2a6-7ab1-46c1-b3b8-bc57c654fe17 · outbound
Operational AI Deployment Assurance: Governance-State Orchestration Under Threshold-Sensitive Deployment Conditions -- A Governance Framework for High-Stakes AI Systems Principles alone cannot guarantee ethical ai,
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 19f252c1-9574-42f7-b471-b0246b140692 · outbound
Operational AI Deployment Assurance: Governance-State Orchestration Under Threshold-Sensitive Deployment Conditions -- A Governance Framework for High-Stakes AI Systems Safety and assurance cases: Past, present and possible future,
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation edaa97e5-9498-4339-9629-9b6ea1c458a3 · outbound
Operational AI Deployment Assurance: Governance-State Orchestration Under Threshold-Sensitive Deployment Conditions -- A Governance Framework for High-Stakes AI Systems Model cards for model reporting,
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2d09e6d4-7540-454f-b7ad-a049dc506108 · outbound
Operational AI Deployment Assurance: Governance-State Orchestration Under Threshold-Sensitive Deployment Conditions -- A Governance Framework for High-Stakes AI Systems Gender shades: Intersectional accuracy disparities in commercial gender classification,
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2d242a60-393e-4fa1-98cc-3a20a11c744c · outbound
Operational AI Deployment Assurance: Governance-State Orchestration Under Threshold-Sensitive Deployment Conditions -- A Governance Framework for High-Stakes AI Systems A gentle introduction to conformal prediction and distribution-free uncertainty quantification,
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 59e7562e-5d03-4267-9fd2-1d788dccd0b3 · outbound
Operational AI Deployment Assurance: Governance-State Orchestration Under Threshold-Sensitive Deployment Conditions -- A Governance Framework for High-Stakes AI Systems Dissecting racial bias in an algorithm used to manage the health of populations,
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e2ba92c6-0b8b-49a5-9823-6d0017000b84 · outbound
Operational AI Deployment Assurance: Governance-State Orchestration Under Threshold-Sensitive Deployment Conditions -- A Governance Framework for High-Stakes AI Systems Machine learning in medicine,
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 68d75f6b-4736-4ad1-bad8-68340a9e2fbf · outbound
Operational AI Deployment Assurance: Governance-State Orchestration Under Threshold-Sensitive Deployment Conditions -- A Governance Framework for High-Stakes AI Systems Fair prediction with disparate impact: A study of bias in recidivism prediction instruments,
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6cba1a29-28a5-414d-af61-636cea56c0af · outbound
Operational AI Deployment Assurance: Governance-State Orchestration Under Threshold-Sensitive Deployment Conditions -- A Governance Framework for High-Stakes AI Systems When Fairness Metrics Disagree: Evaluating the Reliability of Demographic Fairness Assessment in Machine Learning
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 2d790dd4-024e-4584-bb37-36d8dd69468b · outbound
Operational AI Deployment Assurance: Governance-State Orchestration Under Threshold-Sensitive Deployment Conditions -- A Governance Framework for High-Stakes AI Systems When AI Gets it Wrong: Reliability and Risk in AI-Assisted Medication Decision Systems
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 686621bc-360e-4bd3-9f1a-0c53588f1a2f · outbound
Operational AI Deployment Assurance: Governance-State Orchestration Under Threshold-Sensitive Deployment Conditions -- A Governance Framework for High-Stakes AI Systems The ml test score: A rubric for ml production readiness and technical debt reduction,
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5742462f-1fd6-48ea-9a0b-4924098116f9 · outbound
Operational AI Deployment Assurance: Governance-State Orchestration Under Threshold-Sensitive Deployment Conditions -- A Governance Framework for High-Stakes AI Systems Closing the ai accountability gap: Defining an end-to-end framework for internal algorithmic auditing,
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1da8746b-ce00-4b80-b75f-8f661dd1264c · outbound
Operational AI Deployment Assurance: Governance-State Orchestration Under Threshold-Sensitive Deployment Conditions -- A Governance Framework for High-Stakes AI Systems Hidden technical debt in machine learning systems,
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1cf499bd-4767-4bab-9e90-545f2b102a5f · outbound
Operational AI Deployment Assurance: Governance-State Orchestration Under Threshold-Sensitive Deployment Conditions -- A Governance Framework for High-Stakes AI Systems Inherent trade-offs in the fair determination of risk scores,
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 08a08b4d-9117-412f-9f57-49ab8266491a · outbound
Operational AI Deployment Assurance: Governance-State Orchestration Under Threshold-Sensitive Deployment Conditions -- A Governance Framework for High-Stakes AI Systems Equality of opportunity in supervised learning,
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9328ef5c-b189-4679-94de-aa128307b971 · outbound
Operational AI Deployment Assurance: Governance-State Orchestration Under Threshold-Sensitive Deployment Conditions -- A Governance Framework for High-Stakes AI Systems Fairness definitions explained,
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cf9692ab-9748-459b-aa8d-a1291f9a66a7 · outbound
Operational AI Deployment Assurance: Governance-State Orchestration Under Threshold-Sensitive Deployment Conditions -- A Governance Framework for High-Stakes AI Systems On the (im)possibility of fairness
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 67eaa571-a535-4e20-b338-8c6f5e357b6c · outbound
Operational AI Deployment Assurance: Governance-State Orchestration Under Threshold-Sensitive Deployment Conditions -- A Governance Framework for High-Stakes AI Systems The goal structuring notation—a safety argu- ment notation,
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 26ade559-061a-463b-b155-9c15b8179718 · outbound
Operational AI Deployment Assurance: Governance-State Orchestration Under Threshold-Sensitive Deployment Conditions -- A Governance Framework for High-Stakes AI Systems Mitigating unwanted biases with adversarial learning,
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3bb1b91d-2bb0-4198-b037-4afdcf434c3f · outbound
Operational AI Deployment Assurance: Governance-State Orchestration Under Threshold-Sensitive Deployment Conditions -- A Governance Framework for High-Stakes AI Systems An other-race effect for face recognition algorithms,
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bf67e830-e5f0-419e-807f-dcf658b1bf54 · outbound
Operational AI Deployment Assurance: Governance-State Orchestration Under Threshold-Sensitive Deployment Conditions -- A Governance Framework for High-Stakes AI Systems Preventing fairness gerrymandering: Auditing and learning for subgroup fairness,
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d9ffbfbb-0d49-4596-bfa1-56993b25bf0f · outbound
Operational AI Deployment Assurance: Governance-State Orchestration Under Threshold-Sensitive Deployment Conditions -- A Governance Framework for High-Stakes AI Systems Fairness and abstraction in sociotechnical systems,
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2025f071-e009-4824-9fe6-cdbc20771877 · outbound
Operational AI Deployment Assurance: Governance-State Orchestration Under Threshold-Sensitive Deployment Conditions -- A Governance Framework for High-Stakes AI Systems Iso/iec 42001:2023 artificial intelligence — management system,
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 359ae185-7101-4854-91d1-f6242698e16b · outbound
Operational AI Deployment Assurance: Governance-State Orchestration Under Threshold-Sensitive Deployment Conditions -- A Governance Framework for High-Stakes AI Systems The global landscape of ai ethics guidelines,
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 63b7e6a3-ee2b-430c-9467-f9c9e8543392 · outbound
Operational AI Deployment Assurance: Governance-State Orchestration Under Threshold-Sensitive Deployment Conditions -- A Governance Framework for High-Stakes AI Systems Introduction to ai assurance,
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7ccc648e-b69a-4bd3-ace1-1dc12356e402 · outbound
Operational AI Deployment Assurance: Governance-State Orchestration Under Threshold-Sensitive Deployment Conditions -- A Governance Framework for High-Stakes AI Systems Fairness and accountability design needs for algorithmic support in high-stakes public sector decision- making,
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation afe7ec49-43ba-43e2-a0be-64257fbd455c · outbound
Operational AI Deployment Assurance: Governance-State Orchestration Under Threshold-Sensitive Deployment Conditions -- A Governance Framework for High-Stakes AI Systems Accountable algorithms,
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 907ffa17-47e8-4bd8-8ced-1560d3255fcb · outbound
Operational AI Deployment Assurance: Governance-State Orchestration Under Threshold-Sensitive Deployment Conditions -- A Governance Framework for High-Stakes AI Systems Datasheets for datasets,
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b772695d-59ae-4bdc-a01b-13bc982b864f · outbound
Operational AI Deployment Assurance: Governance-State Orchestration Under Threshold-Sensitive Deployment Conditions -- A Governance Framework for High-Stakes AI Systems Machine learning operations (mlops): Overview, definition, and architecture,
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0b0686e0-4a26-42c2-8836-815679b0e052 · outbound
Operational AI Deployment Assurance: Governance-State Orchestration Under Threshold-Sensitive Deployment Conditions -- A Governance Framework for High-Stakes AI Systems A survey on concept drift adaptation,
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0c01e6bb-31aa-43ee-9550-277f97588237 · outbound
Operational AI Deployment Assurance: Governance-State Orchestration Under Threshold-Sensitive Deployment Conditions -- A Governance Framework for High-Stakes AI Systems On calibration of modern neural networks,
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 52ed0a45-e94e-4672-974c-3ec98702c70f · outbound
Operational AI Deployment Assurance: Governance-State Orchestration Under Threshold-Sensitive Deployment Conditions -- A Governance Framework for High-Stakes AI Systems On fairness and calibration,
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 027a3368-b119-41cc-acaa-8d9db5eb579b · outbound
Operational AI Deployment Assurance: Governance-State Orchestration Under Threshold-Sensitive Deployment Conditions -- A Governance Framework for High-Stakes AI Systems Fairface: Face attribute dataset for balanced race, gender, and age,
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8dc4512c-b509-482c-a9d2-e632c9f973c7 · outbound
Operational AI Deployment Assurance: Governance-State Orchestration Under Threshold-Sensitive Deployment Conditions -- A Governance Framework for High-Stakes AI Systems Certifying and removing disparate impact,
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 015a8124-6d80-43ad-af2c-d0d0a454a247 · outbound
Operational AI Deployment Assurance: Governance-State Orchestration Under Threshold-Sensitive Deployment Conditions -- A Governance Framework for High-Stakes AI Systems Sensitive loss: Improving accuracy and fairness of face representations with discrimination-aware deep learning,
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4eb29d85-ca59-4bb1-92b1-5f90107c9d94 · outbound
Operational AI Deployment Assurance: Governance-State Orchestration Under Threshold-Sensitive Deployment Conditions -- A Governance Framework for High-Stakes AI Systems Why Aggregate Accuracy is Inadequate for Evaluating Fairness in Law Enforcement Facial Recognition Systems
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation b24f1fe2-4106-4102-a06c-5baa2365e2e0 · inbound
Traccia: An OpenTelemetry-Based Governance Platform for AI Systems Operational AI Deployment Assurance: Governance-State Orchestration Under Threshold-Sensitive Deployment Conditions -- A Governance Framework for High-Stakes AI Systems
Reference 91
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.