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Paper Citation Record · LEDGER

AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework

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.

pith.paper-citation-record.v1
2509.10104 v1

Coverage vector

measured 65 of 65 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T16:11:51.588206Z

measured 65 of 65 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+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

65 of 65 outbound references displayed

  • verified exact1
  • verified fuzzy32
  • unresolved32
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0116753f-f4aa-4296-ace7-ab90d80a002c · outbound

This paper cites an unresolved cited work.

AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:11:52.872696Z

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.

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Observation 708c411f-b7e4-4cd3-8930-9bf22612a779 · outbound

This paper cites an unresolved cited work.

AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:11:52.854788Z

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.

source=pdf_text observed=2026-08-15T16:11:51.221159Z digest=sha256:e164502c1dc050774a9132154d43cf7b5614601eac33032a61a4632d3568579b

Observation 5429fbda-bcd4-4e39-a0ad-87aa7ee279d4 · outbound

This paper cites Van Bekkum, F.

AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Van Bekkum, F

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:11:52.836331Z

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.

source=pdf_text observed=2026-08-15T16:11:51.227689Z digest=sha256:29e7f844fcb99f17c1af9a297c8e0b4427e5630424f5e6f8b5b5d4ff0448187a

Observation 7d75f2fc-089c-4263-a885-acf6a4c09ef7 · outbound

This paper cites an unresolved cited work.

AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:11:52.816031Z

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.

source=pdf_text observed=2026-08-15T16:11:51.234302Z digest=sha256:5009403912955baf90323c4430530c692862982c0e19d4edadda26ce002db8aa

Observation be973d3d-2b84-476b-ad57-a4bfb6332dbc · outbound

This paper cites an unresolved cited work.

AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:11:52.795958Z

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.

source=pdf_text observed=2026-08-15T16:11:51.240404Z digest=sha256:22c178ef7e4083e08d70826760b673bdc8ce88fe8e7009fbbad64d5fb6991bf7

Observation dd2fce85-0966-401f-b6c4-7e4eeae1848d · outbound

This paper cites Novelli, F.

AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Novelli, F

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:11:52.774607Z

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.

source=pdf_text observed=2026-08-15T16:11:51.245578Z digest=sha256:7f332994629b149fb06c4b9068d1308242fe3047e3def5c53311c4445a6711a3

Observation 5d2f86f4-1995-4eb3-89db-3e5cb979b730 · outbound

This paper cites an unresolved cited work.

AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:11:52.757590Z

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.

source=pdf_text observed=2026-08-15T16:11:51.251371Z digest=sha256:c6c32d991ce51d7e06324409e4bae9a3f7ac9e719ea672dceec06e398fe7c7cb

Observation 237df32f-63ef-433a-8117-b39932039b37 · outbound

This paper cites Thomas, H.

AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Thomas, H

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:11:52.738990Z

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.

source=pdf_text observed=2026-08-15T16:11:51.257528Z digest=sha256:433a1119c7e704480e07b9885b5495178754870ebe81b5f46c9d5fdd9cae4f6a

Observation bd642ec8-39be-4dc4-88ca-a79672bd2c4d · outbound

This paper cites it’s everybody’s role to speak up... but not everyone will.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:11:52.721945Z

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.

source=pdf_text observed=2026-08-15T16:11:51.262450Z digest=sha256:3a0cd3edcb253d504fc5dab069e98e4bc4ab297d1b1e4abafd599648a24f7cb4

Observation 39052b2a-822a-4b7f-a620-3671180b4146 · outbound

This paper cites 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.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:11:52.704722Z

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.

source=pdf_text observed=2026-08-15T16:11:51.267521Z digest=sha256:4af0dec1176acd1d92fe70daeea175f29f2843c08b5f73cd02de608a595b347b

Observation dad4c218-32a9-478b-993e-3a2ed6541f11 · outbound

This paper cites Paeth, D.

AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Paeth, D

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:11:52.687583Z

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.

source=pdf_text observed=2026-08-15T16:11:51.273172Z digest=sha256:806621b777a0e4da4a6d4d0e749aaac033cdabfcb9032cd1259de465039292b1

Observation 22aebf78-f6a9-4953-adc5-3be5d8a977c4 · outbound

This paper cites Davidson, D.

AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Davidson, D

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:11:52.670868Z

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.

source=pdf_text observed=2026-08-15T16:11:51.278136Z digest=sha256:22b3d8c5a94214f2ad7aed17c4fb3033aa17749cd7c074feace7c319d4ec2deb

Observation 959d334c-6ea2-45dd-86f1-e5977106796d · outbound

This paper cites Intolerable Risk Threshold Recommendations for Artificial Intelligence.

AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Intolerable Risk Threshold Recommendations for Artificial Intelligence

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-15T16:11:51.283338Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:11:51.283338Z digest=sha256:5ec6a25ceedccc32e2bebf52c9805597321728293a91df9824eba23f159adfce

Observation a273ad69-a797-423f-a621-d7f46da8f68c · outbound

This paper cites an unresolved cited work.

AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:11:52.652480Z

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.

source=pdf_text observed=2026-08-15T16:11:51.291459Z digest=sha256:af242d9b93c3f15f1afbd3a1f257eacd0d6f53cdd872c5a4092172792461f760

Observation 7cc9676f-5e43-4e2e-9a64-b67d1bddabc3 · outbound

This paper cites Flage, T.

AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Flage, T

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:11:52.630034Z

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.

source=pdf_text observed=2026-08-15T16:11:51.296371Z digest=sha256:da80fad3e473dd40db9cea172f53613885fe7212089513bec52caf1de3f7864f

Observation 87d007cf-39f8-475d-a64b-36f087d35ffc · outbound

This paper cites Robinson, Likert scale, in: Encyclopedia of quality of life and well-being research, Springer, 2024, pp.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:11:52.608627Z

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.

source=pdf_text observed=2026-08-15T16:11:51.301695Z digest=sha256:9e6d875e79420373e6fc5f4b688ae6b0c75e03df9853cac1fb798c89b09b6b62

Observation edfb7a4f-894b-4d00-930d-4a04b073235c · outbound

This paper cites an unresolved cited work.

AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:11:52.588567Z

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.

source=pdf_text observed=2026-08-15T16:11:51.306563Z digest=sha256:94218dd6fd825b4e039ac6b50f943397be50d3a70fbbb6a90a53b02474f4e5ba

Observation 2c58f21c-6573-4ca3-a150-6356ae2c26c6 · outbound

This paper cites Giudici, E.

AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Giudici, E

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:11:52.562987Z

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.

source=pdf_text observed=2026-08-15T16:11:51.311765Z digest=sha256:aa2fa0e6b07dab448dffcfe0f500a0b8cdb57550a3d8dd2dc36119d95768be03

Observation f482a64d-6f52-4ecb-9394-91a106742280 · outbound

This paper cites an unresolved cited work.

AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:11:52.543731Z

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.

source=pdf_text observed=2026-08-15T16:11:51.317022Z digest=sha256:891797bb626fbb1ec7b6202637dd9bdc5efd4d8fcfe2dd450f2f983e85c9cb9e

Observation 659eef82-eb86-4b4a-abf6-0470b4fcfda3 · outbound

This paper cites an unresolved cited work.

AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:11:52.519125Z

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.

source=pdf_text observed=2026-08-15T16:11:51.321835Z digest=sha256:4498d6bbff6d8a9de4f4ca5ad51f78660bf41c4bd7e94d4571575aba0147da01

Observation 959fce8e-93bb-4a4a-bc47-639a4ad4c841 · outbound

This paper cites Ashir, K.

AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Ashir, K

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:11:52.500255Z

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.

source=pdf_text observed=2026-08-15T16:11:51.327332Z digest=sha256:b416d4dad78fbb65f278baa32d161e24568ae7fb9ca83fcab045b377f688ed85

Observation 2de59e30-fe44-4235-a565-87724ab3246b · outbound

This paper cites Novelli, F.

AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Novelli, F

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:11:52.479990Z

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.

source=pdf_text observed=2026-08-15T16:11:51.332886Z digest=sha256:08bfd4c6c424f8e768ce1e1df9be0fbca4584d87d3996173ce02c52e17643928

Observation 6967057a-1c40-40b8-9c8a-7f4e7c51f3e0 · outbound

This paper cites AI, Artificial intelligence risk management framework (ai rmf 1.0) (2023).

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

Resolution
unresolved
no resolver link, observed 2026-08-15T16:11:51.337908Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:11:51.337908Z digest=sha256:22c35d0301420ff897903a7ed81662be26ce5d0d5957394b8efb5fd4796992bd

Observation 39017aa7-c988-4911-bbea-76e3a0161e75 · outbound

This paper cites AI Risk Management Should Incorporate Both Safety and Security.

AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework AI Risk Management Should Incorporate Both Safety and Security

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-15T16:11:51.342858Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:11:51.342858Z digest=sha256:98913535867a8b06e75467221342659dc6f351d9efe4aadddc4b49efbb1507d1

Observation 623351f4-97d5-413e-bc5b-b7e2e83f833d · outbound

This paper cites an unresolved cited work.

AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:11:52.444738Z

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.

source=pdf_text observed=2026-08-15T16:11:51.349310Z digest=sha256:b10cdee541b6bb1bb81ca35ff6afccd735b676541840e9565ee35cc81855b2c0

Observation 253fe493-cc3a-443f-ba25-4137732ffd8b · outbound

This paper cites Lim, Determinants of socially responsible ai governance, Duke Law & Technology Review 25 (1) (2025) 183–232.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:11:52.424245Z

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.

source=pdf_text observed=2026-08-15T16:11:51.354509Z digest=sha256:4c700f07eabc72fd8904bbb897bfffdbbe064a051c9c2774e4048884c393258a

Observation 9e404a18-4c59-41b5-b515-d503b7b3d108 · outbound

This paper cites an unresolved cited work.

AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:11:52.405295Z

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.

source=pdf_text observed=2026-08-15T16:11:51.359482Z digest=sha256:bddb448caf6c682eb83ca6d47eb9a748155d3a643e7c3347ab30788f0192878d

Observation 8cfb371d-ef35-49ff-9264-0cd880bcd78d · outbound

This paper cites Dehankar, S.

AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Dehankar, S

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:11:52.385346Z

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.

source=pdf_text observed=2026-08-15T16:11:51.364803Z digest=sha256:1acc5fc89d951b86b258b2a1c6a69e68737e6a2efe40b3a607ffbb707f3fcb6d

Observation 4d86198e-08fb-4a38-8479-ce3964926611 · outbound

This paper cites AIR-Bench 2024: A Safety Benchmark Based on Risk Categories from Regulations and Policies.

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

Resolution
unresolved
no resolver link, observed 2026-08-15T16:11:51.370272Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:11:51.370272Z digest=sha256:fd0b17f7f2445b097468142765a18cf3a75e97316e166cbc7bef9819d5e1061e

Observation 1b872ce4-8702-45d5-9578-3e019752caad · outbound

This paper cites Hoffman, R.

AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Hoffman, R

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:11:52.364605Z

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.

source=pdf_text observed=2026-08-15T16:11:51.375679Z digest=sha256:8a13e3ff26a98b3872a507d05dad6a60a244407651a13fe25e24bde6323ed8c2

Observation 8c2bef88-5ce6-474a-928e-62cf35d10c4e · outbound

This paper cites Karnofsky, Developing ai risk management with the same ambition and urgency as ai products (2024).

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:11:52.343617Z

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.

source=pdf_text observed=2026-08-15T16:11:51.380752Z digest=sha256:803b0d1e80b89ba152f94476a6bf79afe3fb051ba57f555161b76472fcffea4a

Observation 329bb984-b825-4bc9-90b6-4de311876773 · outbound

This paper cites Babaei, P.

AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Babaei, P

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:11:52.323702Z

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.

source=pdf_text observed=2026-08-15T16:11:51.386128Z digest=sha256:d0d2760b167a7b64d440aef07e971fbc7eaf2f906ce45684c08f985c8dee6267

Observation 8380d567-92fc-4193-8b08-69cf6e77e45b · outbound

This paper cites Giudici, M.

AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Giudici, M

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:11:52.305404Z

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.

source=pdf_text observed=2026-08-15T16:11:51.392331Z digest=sha256:5a1e98220844e2c75bc2f7eb41107f41feb6dbf59d2455641fc54c119fb70873

Observation 1014a5a5-b359-48a1-a761-aae8ba3a1727 · outbound

This paper cites an unresolved cited work.

AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:11:52.287941Z

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.

source=pdf_text observed=2026-08-15T16:11:51.398056Z digest=sha256:79957075e68b39193c1c9432bd1170eac67263a47d670523a11cb780e845a279

Observation 1c23548b-bc2c-44d5-8667-5cffeb053362 · outbound

This paper cites Afzal, S.

AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Afzal, S

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:11:52.269854Z

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.

source=pdf_text observed=2026-08-15T16:11:51.402686Z digest=sha256:a9bf3ae2dfb7d106762e32a66880e01b9d7c64e6f9823506c9bd173ac4e94c63

Observation ef7209d3-e21b-431c-a633-b328eb55d79a · outbound

This paper cites Golpayegani, H.

AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Golpayegani, H

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-15T16:11:51.407441Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:11:51.407441Z digest=sha256:d1d305391d8ea55165c99ae67321b6b3d3242ee7f1db135ecf38c6d3c6c6afab

Observation 8b8f1759-a0eb-4dab-af6c-984a3307d36f · outbound

This paper cites Kereopa-Yorke, Safeguarding cognitive well-being in an ai-augmented world: A socio-technical systems perspective on neuroethics, technostress, and risk management (2023).

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:11:52.241979Z

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.

source=pdf_text observed=2026-08-15T16:11:51.414464Z digest=sha256:992b80bf3a4aca4fd3a479c99cefe4a1f9fa8822b73f286d50af3bcd06a3d23c

Observation 755b65e1-1c39-4ebd-bc6f-1215f035c6b1 · outbound

This paper cites an unresolved cited work.

AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:11:52.223164Z

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.

source=pdf_text observed=2026-08-15T16:11:51.421485Z digest=sha256:fb2855d8b031c34ce91ace3194bf30c834cf2d6f093a500aa9cabf319d3be67e

Observation 7e48754a-b0a0-4fd3-b89c-6383de6a7520 · outbound

This paper cites Chowdhury, P.

AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Chowdhury, P

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:11:52.205006Z

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.

source=pdf_text observed=2026-08-15T16:11:51.426912Z digest=sha256:9ed80ca52279f0c4e473c2f8695b82a7fcb4a32faea2b956696bd7cd357e7645

Observation 369fc75a-f9bb-4073-9aae-2ed96490bf42 · outbound

This paper cites Caton, C.

AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Caton, C

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:11:52.186669Z

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.

source=pdf_text observed=2026-08-15T16:11:51.431977Z digest=sha256:c217b1f09fcdadb1fc1033f6d1817f11f0d6bd057a25823f9ea4a7e5aedf0b7d

Observation 566fe54f-b0a1-46c5-a663-de4fce28e35c · outbound

This paper cites an unresolved cited work.

AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:11:52.168497Z

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.

source=pdf_text observed=2026-08-15T16:11:51.437240Z digest=sha256:dd9a9fb42a8a2c4b48a313d05794f6f1942f835b2c5fbed1dbd0c80029664556

Observation adfe0882-6bda-4914-9b1b-549035b509f0 · outbound

This paper cites Elhoseny, A.

AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Elhoseny, A

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:11:52.151646Z

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.

source=pdf_text observed=2026-08-15T16:11:51.442269Z digest=sha256:f66d847ee84b6d38dd9d5cb07c7297a3ba8ff19a674436ecb98d67799702c5d6

Observation b8241d7b-9203-4900-abc1-6f5f230b7b78 · outbound

This paper cites 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.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:11:52.134557Z

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.

source=pdf_text observed=2026-08-15T16:11:51.447583Z digest=sha256:f755de806ad4239d85b2d603923c711b70b9bb5ed5a7b7bdfb8bcef23b85454e

Observation ae2eaa19-ac62-432d-b48a-fef47f0fd857 · outbound

This paper cites Aldasoro, L.

AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Aldasoro, L

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:11:52.114403Z

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.

source=pdf_text observed=2026-08-15T16:11:51.454265Z digest=sha256:bf07baa85c5c1a3d90420f8ed78bdb28f081e383c34f9cb72fe70e511eca83b0

Observation cec312f2-dc0b-4d1e-bedd-f4c868ea748e · outbound

This paper cites an unresolved cited work.

AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:11:52.096728Z

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.

source=pdf_text observed=2026-08-15T16:11:51.460753Z digest=sha256:ec8c068a8a067c712ee7245852bf73fa50b3d8c6f48b9bb6a33a131df3c915d2

Observation e7ab4cba-ef8b-4601-bd93-e8ee1d1e90b9 · outbound

This paper cites an unresolved cited work.

AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:11:52.077243Z

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.

source=pdf_text observed=2026-08-15T16:11:51.467270Z digest=sha256:ff856681a167b5aa562b06a46c08a837875022d5dfe9f4e3bd82055b6298a950

Observation 54e70e0f-30bd-400b-bcb8-d5244de4c981 · outbound

This paper cites Facchinetti, P.

AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Facchinetti, P

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:11:52.058967Z

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.

source=pdf_text observed=2026-08-15T16:11:51.477948Z digest=sha256:c88f95548ba2bc37e94d975c6b2965adca6dd7ee8464eabcdfd013cfa6df1817

Observation 20972ee7-9d0c-4a7b-9f9b-e3366c0dc031 · outbound

This paper cites Salim, J.

AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Salim, J

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:11:52.041321Z

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.

source=pdf_text observed=2026-08-15T16:11:51.483102Z digest=sha256:43c5fce07314a9b8e404ee8fc9f0dc1e1b4d05b588f3e4ca874b970c9a8c12bf

Observation 8e00308d-e9d8-4a2e-bdbb-3246a1a1773a · outbound

This paper cites Ballot Jones, J.

AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Ballot Jones, J

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:11:52.021692Z

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.

source=pdf_text observed=2026-08-15T16:11:51.488349Z digest=sha256:64cd067665ddc4b543bf58c70a588fd00028a11f6d99feacbb6e2db00a4f0f18

Observation 9f49158c-6f45-4bf8-8b2f-c7530a8bc6c9 · outbound

This paper cites an unresolved cited work.

AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:11:52.003267Z

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.

source=pdf_text observed=2026-08-15T16:11:51.493662Z digest=sha256:c9c4502788bf41a3c74de73395a8e4d4e68d5bbca4ce06929a28d1747162dac4

Observation 3ea280ab-e46d-4f49-9911-3b5b96738b8a · outbound

This paper cites an unresolved cited work.

AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Unresolved cited work

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-15T16:11:51.498733Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:11:51.498733Z digest=sha256:859e0b33d51b532fe5c65cebc2e3fe97fe28b2c264bd2b3536ec5d648f82e139

Observation a12aa947-0a06-467a-93e0-9f50c0aa9ffd · outbound

This paper cites A Collaborative, Human-Centred Taxonomy of AI, Algorithmic, and Automation Harms.

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

Resolution
unresolved
no resolver link, observed 2026-08-15T16:11:51.505369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:11:51.505369Z digest=sha256:0c60e8efb466df33d22d90bbf8d9a3d59bd751d39dcd20fc257920c636fcdf23

Observation 529d183f-19bb-42e2-95cd-edeef8c23e4d · outbound

This paper cites URLhttps://doi.org/10.1787/d1a8d965-en.

AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework URLhttps://doi.org/10.1787/d1a8d965-en

Reference 53

Resolution
verified exact
doi, observed 2026-08-15T16:11:51.662837Z

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.

source=pdf_text observed=2026-08-15T16:11:51.511636Z digest=sha256:3518385b2132a1818da7da1ce114fcae058e6ae3139006c59c7cdc242b21d840

Observation ab27354f-e0fa-4325-a4ac-025d85a6bb55 · outbound

This paper cites an unresolved cited work.

AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:11:51.973335Z

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.

source=pdf_text observed=2026-08-15T16:11:51.517970Z digest=sha256:d5327a75f74ea6bd7c7c04225bb76c175264c751557f21c4c66312860ba4684d

Observation 0e96ccb0-2b3d-4562-913d-c13f75b9a7a7 · outbound

This paper cites Giudici, E.

AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Giudici, E

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:11:51.957032Z

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.

source=pdf_text observed=2026-08-15T16:11:51.523661Z digest=sha256:97cd1809ba6df6dde845047c3c191b6e4c8da173edca31ceff447ceb255b783a

Observation 547ea6ff-57b9-4ecc-8dfb-acdea9206cd4 · outbound

This paper cites Facchinetti, P.

AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Facchinetti, P

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:11:51.940174Z

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.

source=pdf_text observed=2026-08-15T16:11:51.528760Z digest=sha256:a97b14eb95ce9e6768a11b6d193c129cd928702c53c3a818b4a7277ee00d0d41

Observation 9ea4ddfc-c388-4c10-b65a-6c06b1cd266f · outbound

This paper cites an unresolved cited work.

AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:11:51.922456Z

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.

source=pdf_text observed=2026-08-15T16:11:51.533705Z digest=sha256:e388afeaccdf3c2b74e62eb9c26fe668de75060ecd19609d955f723783a36456

Observation 6f0c3068-846a-4372-87b2-766a006146f3 · outbound

This paper cites an unresolved cited work.

AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:11:51.904189Z

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.

source=pdf_text observed=2026-08-15T16:11:51.538822Z digest=sha256:6b6f4218d3cc4163b93de5de61e3a6947b8099b76c8d4030f37d796c4c846892

Observation 4670fcb6-5d7a-458a-bc16-4caf032c3586 · outbound

This paper cites McGregor, Preventing repeated real world ai failures by cataloging incidents: The ai incident database, in: Proceedings of the AAAI Conference on Artificial Intelligence, Vol.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:11:51.885117Z

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.

source=pdf_text observed=2026-08-15T16:11:51.545974Z digest=sha256:53d904ac4ace9adddae20382a27e9e415d2bc23c5e7ae852f33dfe7966f69cf0

Observation eab132a0-8b33-4143-8e3f-32fa5508bf9c · outbound

This paper cites The AI risk repository: A meta-review, database, and taxonomy of risks from artificial intelligence.

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

Resolution
unresolved
no resolver link, observed 2026-08-15T16:11:51.551225Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:11:51.551225Z digest=sha256:e3bad821cdb747066f3db2485e73faef5a4a50ade4901e4f509e5fd73f05048e

Observation 32a020f8-bc22-4030-ab92-2173e6f61ec7 · outbound

This paper cites an unresolved cited work.

AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:11:51.862341Z

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.

source=pdf_text observed=2026-08-15T16:11:51.558558Z digest=sha256:fa8de90479a2f93e959fc32b2b8467b46f9572f902b843f2ec5d1036ff7b592d

Observation 9169597b-d62c-4a1d-9df2-108b4ba1b4a0 · outbound

This paper cites an unresolved cited work.

AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:11:51.843467Z

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.

source=pdf_text observed=2026-08-15T16:11:51.564220Z digest=sha256:cde16ba918b728748739bb22bb90b0ea9a13d96657c4e82791f72d4de4dc1970

Observation 8d937092-5896-4a40-b626-295b8cbbd578 · outbound

This paper cites doi:10.1787/f326d4ac-en.

AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework doi:10.1787/f326d4ac-en

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-15T16:11:51.570547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:11:51.570547Z digest=sha256:474a29247274c0fa5022ca1f7655d3c405099a5ea773ad44c3c71388de45a828

Observation 83f7bd41-0444-41db-8d2e-01cb905f1f35 · outbound

This paper cites an unresolved cited work.

AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-15T16:11:51.822548Z

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.

source=pdf_text observed=2026-08-15T16:11:51.579969Z digest=sha256:1f0eada96550cf3a6c613d31811f8532ac2c7dba4e0fe7147b30b17e01297675

Observation b72b2d45-472b-4345-9e71-8ca4e397cc97 · outbound

This paper cites victim profiles.

AI Harmonics: a human-centric and harms severity-adaptive AI risk assessment framework victim profiles

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:11:51.797325Z

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.

source=pdf_text observed=2026-08-15T16:11:51.588206Z digest=sha256:9673d81dd27b1fd7e9c17d79c3f99e39a8a9e2a10194687954d72e1f88c99899

Pith citing papers

No inbound Pith citation observations are available.