Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T16:11:51.588206Z
Paper Citation Record · LEDGER
As of 15 August 2026, this Paper Citation Record lists 65 of 65 outbound references and 0 inbound Pith citation observations for arXiv:2509.10104.
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 2026-08-15T16:11:51.588206Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+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
65 of 65 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 0116753f-f4aa-4296-ace7-ab90d80a002c · outbound
AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Unresolved cited work
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 708c411f-b7e4-4cd3-8930-9bf22612a779 · outbound
AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Unresolved cited work
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 5429fbda-bcd4-4e39-a0ad-87aa7ee279d4 · outbound
AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Van Bekkum, F
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 7d75f2fc-089c-4263-a885-acf6a4c09ef7 · outbound
AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Unresolved cited work
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation be973d3d-2b84-476b-ad57-a4bfb6332dbc · outbound
AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Unresolved cited work
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation dd2fce85-0966-401f-b6c4-7e4eeae1848d · outbound
AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Novelli, F
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 5d2f86f4-1995-4eb3-89db-3e5cb979b730 · outbound
AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Unresolved cited work
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 237df32f-63ef-433a-8117-b39932039b37 · outbound
AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Thomas, H
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation bd642ec8-39be-4dc4-88ca-a79672bd2c4d · outbound
AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework it’s everybody’s role to speak up... but not everyone will
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 39052b2a-822a-4b7f-a620-3671180b4146 · outbound
AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Braun, I beg to differ: how disagreement is handled in the annotation of legal machine learning data sets, Artificial intelligence and law 32 (3) (2024) 839–862
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation dad4c218-32a9-478b-993e-3a2ed6541f11 · outbound
AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Paeth, D
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 22aebf78-f6a9-4953-adc5-3be5d8a977c4 · outbound
AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Davidson, D
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 959d334c-6ea2-45dd-86f1-e5977106796d · outbound
AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Intolerable Risk Threshold Recommendations for Artificial Intelligence
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a273ad69-a797-423f-a621-d7f46da8f68c · outbound
AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Unresolved cited work
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 7cc9676f-5e43-4e2e-9a64-b67d1bddabc3 · outbound
AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Flage, T
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 87d007cf-39f8-475d-a64b-36f087d35ffc · outbound
AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Robinson, Likert scale, in: Encyclopedia of quality of life and well-being research, Springer, 2024, pp
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation edfb7a4f-894b-4d00-930d-4a04b073235c · outbound
AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Unresolved cited work
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 2c58f21c-6573-4ca3-a150-6356ae2c26c6 · outbound
AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Giudici, E
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation f482a64d-6f52-4ecb-9394-91a106742280 · outbound
AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Unresolved cited work
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 659eef82-eb86-4b4a-abf6-0470b4fcfda3 · outbound
AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Unresolved cited work
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 959fce8e-93bb-4a4a-bc47-639a4ad4c841 · outbound
AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Ashir, K
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 2de59e30-fe44-4235-a565-87724ab3246b · outbound
AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Novelli, F
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 6967057a-1c40-40b8-9c8a-7f4e7c51f3e0 · outbound
AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework AI, Artificial intelligence risk management framework (ai rmf 1.0) (2023)
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 39017aa7-c988-4911-bbea-76e3a0161e75 · outbound
AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework AI Risk Management Should Incorporate Both Safety and Security
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 623351f4-97d5-413e-bc5b-b7e2e83f833d · outbound
AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Unresolved cited work
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 253fe493-cc3a-443f-ba25-4137732ffd8b · outbound
AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Lim, Determinants of socially responsible ai governance, Duke Law & Technology Review 25 (1) (2025) 183–232
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 9e404a18-4c59-41b5-b515-d503b7b3d108 · outbound
AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Unresolved cited work
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 8cfb371d-ef35-49ff-9264-0cd880bcd78d · outbound
AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Dehankar, S
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 4d86198e-08fb-4a38-8479-ce3964926611 · outbound
AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework AIR-Bench 2024: A Safety Benchmark Based on Risk Categories from Regulations and Policies
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1b872ce4-8702-45d5-9578-3e019752caad · outbound
AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Hoffman, R
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 8c2bef88-5ce6-474a-928e-62cf35d10c4e · outbound
AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Karnofsky, Developing ai risk management with the same ambition and urgency as ai products (2024)
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 329bb984-b825-4bc9-90b6-4de311876773 · outbound
AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Babaei, P
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 8380d567-92fc-4193-8b08-69cf6e77e45b · outbound
AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Giudici, M
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 1014a5a5-b359-48a1-a761-aae8ba3a1727 · outbound
AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Unresolved cited work
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 1c23548b-bc2c-44d5-8667-5cffeb053362 · outbound
AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Afzal, S
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation ef7209d3-e21b-431c-a633-b328eb55d79a · outbound
AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Golpayegani, H
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8b8f1759-a0eb-4dab-af6c-984a3307d36f · outbound
AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Kereopa-Yorke, Safeguarding cognitive well-being in an ai-augmented world: A socio-technical systems perspective on neuroethics, technostress, and risk management (2023)
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 755b65e1-1c39-4ebd-bc6f-1215f035c6b1 · outbound
AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Unresolved cited work
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 7e48754a-b0a0-4fd3-b89c-6383de6a7520 · outbound
AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Chowdhury, P
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 369fc75a-f9bb-4073-9aae-2ed96490bf42 · outbound
AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Caton, C
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 566fe54f-b0a1-46c5-a663-de4fce28e35c · outbound
AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Unresolved cited work
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation adfe0882-6bda-4914-9b1b-549035b509f0 · outbound
AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Elhoseny, A
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation b8241d7b-9203-4900-abc1-6f5f230b7b78 · outbound
AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Ricciardi Celsi, The dilemma of rapid ai advancements: Striking a balance between innovation and regulation by pursuing risk-aware value creation, Information 14 (12) (2023) 645
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation ae2eaa19-ac62-432d-b48a-fef47f0fd857 · outbound
AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Aldasoro, L
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation cec312f2-dc0b-4d1e-bedd-f4c868ea748e · outbound
AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Unresolved cited work
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation e7ab4cba-ef8b-4601-bd93-e8ee1d1e90b9 · outbound
AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Unresolved cited work
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 54e70e0f-30bd-400b-bcb8-d5244de4c981 · outbound
AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Facchinetti, P
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 20972ee7-9d0c-4a7b-9f9b-e3366c0dc031 · outbound
AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Salim, J
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 8e00308d-e9d8-4a2e-bdbb-3246a1a1773a · outbound
AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Ballot Jones, J
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 9f49158c-6f45-4bf8-8b2f-c7530a8bc6c9 · outbound
AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Unresolved cited work
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 3ea280ab-e46d-4f49-9911-3b5b96738b8a · outbound
AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Unresolved cited work
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a12aa947-0a06-467a-93e0-9f50c0aa9ffd · outbound
AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework A Collaborative, Human-Centred Taxonomy of AI, Algorithmic, and Automation Harms
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 529d183f-19bb-42e2-95cd-edeef8c23e4d · outbound
AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework URLhttps://doi.org/10.1787/d1a8d965-en
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation ab27354f-e0fa-4325-a4ac-025d85a6bb55 · outbound
AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Unresolved cited work
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 0e96ccb0-2b3d-4562-913d-c13f75b9a7a7 · outbound
AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Giudici, E
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 547ea6ff-57b9-4ecc-8dfb-acdea9206cd4 · outbound
AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Facchinetti, P
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 9ea4ddfc-c388-4c10-b65a-6c06b1cd266f · outbound
AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Unresolved cited work
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 6f0c3068-846a-4372-87b2-766a006146f3 · outbound
AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Unresolved cited work
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 4670fcb6-5d7a-458a-bc16-4caf032c3586 · outbound
AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework McGregor, Preventing repeated real world ai failures by cataloging incidents: The ai incident database, in: Proceedings of the AAAI Conference on Artificial Intelligence, Vol
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation eab132a0-8b33-4143-8e3f-32fa5508bf9c · outbound
AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework The AI risk repository: A meta-review, database, and taxonomy of risks from artificial intelligence
Reference 60
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 32a020f8-bc22-4030-ab92-2173e6f61ec7 · outbound
AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Unresolved cited work
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 9169597b-d62c-4a1d-9df2-108b4ba1b4a0 · outbound
AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Unresolved cited work
Reference 62
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 8d937092-5896-4a40-b626-295b8cbbd578 · outbound
AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework doi:10.1787/f326d4ac-en
Reference 63
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 83f7bd41-0444-41db-8d2e-01cb905f1f35 · outbound
AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Unresolved cited work
Reference 64
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation b72b2d45-472b-4345-9e71-8ca4e397cc97 · outbound
AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework victim profiles
Reference 65
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
No inbound Pith citation observations are available.