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Paper Citation Record · LEDGER

Risks of AI-driven product development and strategies for their mitigation

As of 7 August 2026, this Paper Citation Record lists 93 of 93 outbound references and 1 inbound Pith citation observation for arXiv:2506.00047.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2506.00047 v1

Coverage vector

measured 93 of 93 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:10:11.436762Z

measured 94 of 94 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T18:07:24.135175Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-05T18:07:24.164461Z

Reference resolution

93 of 93 outbound references displayed

  • verified exact21
  • verified fuzzy7
  • unresolved57
  • parse uncertain1
  • malformed identifier5
  • metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 391c05e0-a07a-4fb4-943e-d1af07c2c809 · outbound

This paper cites Revised Issues Paper on Intellectual Property Policy and Artificial IntelligenceSecond Session.

Risks of AI-driven product development and strategies for their mitigation Revised Issues Paper on Intellectual Property Policy and Artificial IntelligenceSecond Session

Reference 1

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Observation 771a6aac-513a-4be3-805c-dfcf816920d4 · outbound

This paper cites & Wallace, B.

Risks of AI-driven product development and strategies for their mitigation & Wallace, B

Reference 2

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Observation f3e28821-2051-47b4-bd49-7f5cf3863cdd · outbound

This paper cites & Geva, M.

Risks of AI-driven product development and strategies for their mitigation & Geva, M

Reference 3

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Observation 75c56f71-475a-42c5-8fca-4ab6831a08d1 · outbound

This paper cites Foundational Challenges in Assuring Alignment and Safety of Large Language Models.

Risks of AI-driven product development and strategies for their mitigation Foundational Challenges in Assuring Alignment and Safety of Large Language Models

Reference 4

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source=pdf_text observed=2026-08-07T13:09:58.104897Z digest=sha256:4566c5b6bebda372a15b7c70c718d622b61aec60e462882906e42b05e9cd7eac

Observation 9e8a247d-628d-4423-89f8-812a38e492f9 · outbound

This paper cites Open Problems in Mechanistic Interpretability.

Risks of AI-driven product development and strategies for their mitigation Open Problems in Mechanistic Interpretability

Reference 5

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source=pdf_text observed=2026-08-07T13:09:58.250420Z digest=sha256:9997bc68ee832219a60dd40ba1c58f56f4da7bd52dad7ccaa8ed209856e74d23

Observation 8a36b141-7278-40f1-905d-d067a927b38a · outbound

This paper cites Frontier Review of Multimodal AI eng.

Risks of AI-driven product development and strategies for their mitigation Frontier Review of Multimodal AI eng

Reference 6

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source=pdf_text observed=2026-08-07T13:09:58.358432Z digest=sha256:af7a34334c9cdfc5d6710fe6f0f0a143f9fc1cd3af6049244474d4983814dafb

Observation 1d8c492a-ad89-43f3-b91c-b3c63eeda3be · outbound

This paper cites S., O’Brien, J., Cai, C.

Risks of AI-driven product development and strategies for their mitigation S., O’Brien, J., Cai, C

Reference 7

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source=pdf_text observed=2026-08-07T13:09:58.535275Z digest=sha256:346613f0cb925b0bf17ff708c367ec29ef6df292de21d0163d9e417b87053b01

Observation c82e7023-8f9e-4594-8529-6f6b134b4214 · outbound

This paper cites Measuring AI Ability to Complete Long Software Tasks.

Risks of AI-driven product development and strategies for their mitigation Measuring AI Ability to Complete Long Software Tasks

Reference 8

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source=pdf_text observed=2026-08-07T13:09:58.782318Z digest=sha256:ea3b96c2e3a8b18032116dd9dcfbb76bbbb99b3ec8ffeba709e95bc78670d0cb

Observation 51679e5e-8277-4341-901d-fc61d0303175 · outbound

This paper cites an unresolved cited work.

Risks of AI-driven product development and strategies for their mitigation Unresolved cited work

Reference 9

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Observation 4f45fce0-926b-49f9-8ab9-ddc878af2092 · outbound

This paper cites Artificial Intelligence as a General-Purpose Technology: An Historical Perspective.

Risks of AI-driven product development and strategies for their mitigation Artificial Intelligence as a General-Purpose Technology: An Historical Perspective

Reference 10

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Observation 04969d6c-5332-41ab-aa4a-1687a054ac10 · outbound

This paper cites On the Opportunities and Risks of Foundation Models.

Risks of AI-driven product development and strategies for their mitigation On the Opportunities and Risks of Foundation Models

Reference 11

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Observation 12189df6-a7eb-4a3b-b6fe-bc883e8b8705 · outbound

This paper cites & Martin, J.

Risks of AI-driven product development and strategies for their mitigation & Martin, J

Reference 12

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Observation b5f04bda-6a27-4e56-8ab3-9601972ba3d9 · outbound

This paper cites & Strubell, E.

Risks of AI-driven product development and strategies for their mitigation & Strubell, E

Reference 13

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source=pdf_text observed=2026-08-07T13:09:59.346773Z digest=sha256:a3375be8463ef86ec9ec549856d65be9cab4a4a20162152a1f24c3c809ab0ecc

Observation e5d24ebb-3a2c-411f-b25d-53c1f939eec6 · outbound

This paper cites AI | 2024 Stack Overflow Developer Survey https://survey.stackoverflow.co/2024/ ai/ (2025).

Risks of AI-driven product development and strategies for their mitigation AI | 2024 Stack Overflow Developer Survey https://survey.stackoverflow.co/2024/ ai/ (2025)

Reference 14

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source=pdf_text observed=2026-08-07T13:09:59.440542Z digest=sha256:b57b5152edd7c9a427813b32a332710d4f6e91493ecfbc69d593c66c11c95a51

Observation 925e8692-dc80-4121-bca9-9084d7faa0e1 · outbound

This paper cites H., Horstmann, S.

Risks of AI-driven product development and strategies for their mitigation H., Horstmann, S

Reference 15

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source=pdf_text observed=2026-08-07T13:09:59.490023Z digest=sha256:d4df345fd37fc09bddafcd06f88bfd354101dbe9f4e6e8e93eb2d1a45bc02a1c

Observation 847e7fd2-ab85-4379-a17a-eba5151535f7 · outbound

This paper cites & Karri, R.

Risks of AI-driven product development and strategies for their mitigation & Karri, R

Reference 16

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Observation df93cf12-c199-447d-844a-a2a159ecaf2c · outbound

This paper cites & Boneh, D.

Risks of AI-driven product development and strategies for their mitigation & Boneh, D

Reference 17

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source=pdf_text observed=2026-08-07T13:09:59.642116Z digest=sha256:06a6d7c2ac7ddf0c3f487ba5f3dea7a14e0765690958571198c0893a622ab701

Observation 4cac5ff9-fffd-4625-8890-312de8514a47 · outbound

This paper cites J., Rasheed, S., Moradidakhel, A., Tahir, A.

Risks of AI-driven product development and strategies for their mitigation J., Rasheed, S., Moradidakhel, A., Tahir, A

Reference 18

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source=pdf_text observed=2026-08-07T13:09:59.760660Z digest=sha256:2fd82667a9c4911270cc2edcb76acb04ad3e1884201a526cd8cff19328793204

Observation 0a33526e-78ea-4b21-bd70-91e3a8b8858a · outbound

This paper cites an unresolved cited work.

Risks of AI-driven product development and strategies for their mitigation Unresolved cited work

Reference 19

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Observation a988bcf8-2779-403d-b8f8-0e75a0dd2bb0 · outbound

This paper cites & Kirk-Giannini, C.

Risks of AI-driven product development and strategies for their mitigation & Kirk-Giannini, C

Reference 20

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source=pdf_text observed=2026-08-07T13:10:00.009993Z digest=sha256:8c46009a938d1a6148fdcb2ace4d6e0ccf564c3dc3047f74cc1db73110ba19e8

Observation 824cf649-201c-4c73-86d9-3b2e5ff1667a · outbound

This paper cites The Governance of Artificial Intelligence: Interim Report Ninth Report of Session 2022–23 (House of Commons, London, UK, 2023).

Risks of AI-driven product development and strategies for their mitigation The Governance of Artificial Intelligence: Interim Report Ninth Report of Session 2022–23 (House of Commons, London, UK, 2023)

Reference 21

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source=pdf_text observed=2026-08-07T13:10:00.104329Z digest=sha256:6ac594b9504d5bcdaee5753fc0ee7e8007f87caee2da494e3dd8117a77295249

Observation 6b220fa2-52a4-4a14-b1a2-03adfd7c2574 · outbound

This paper cites A., Rimell, L., Isaac, W., Haas, J., Legassick, S., Irving, G.

Risks of AI-driven product development and strategies for their mitigation A., Rimell, L., Isaac, W., Haas, J., Legassick, S., Irving, G

Reference 22

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Observation bef681f6-e911-480f-9741-474e129d5434 · outbound

This paper cites R., Vidgen, B., Röttger, P.

Risks of AI-driven product development and strategies for their mitigation R., Vidgen, B., Röttger, P

Reference 23

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Observation 317d72b4-9f34-42d2-80ab-df3fe9ad5ef0 · outbound

This paper cites & Kasirzadeh, A.

Risks of AI-driven product development and strategies for their mitigation & Kasirzadeh, A

Reference 24

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Observation 83efed28-ece8-4cdd-8e06-d64b3327b3df · outbound

This paper cites & Ó hÉigeartaigh, S.

Risks of AI-driven product development and strategies for their mitigation & Ó hÉigeartaigh, S

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Observation 8e921b8d-de7b-4c8c-9e83-a6845cba2a3b · outbound

This paper cites A., Waeiss, Q., Bhatia, R.

Risks of AI-driven product development and strategies for their mitigation A., Waeiss, Q., Bhatia, R

Reference 26

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source=pdf_text observed=2026-08-07T13:10:01.187495Z digest=sha256:7f61d16c707cd813dfe59b30fc4e9f98d5dcf46509d64e6fad3c7d88f824faa1

Observation 4922a89a-54e0-423b-9540-ad42c02766a1 · outbound

This paper cites Deep Generative Model for Mechanical System Configuration Design.

Risks of AI-driven product development and strategies for their mitigation Deep Generative Model for Mechanical System Configuration Design

Reference 27

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source=pdf_text observed=2026-08-07T13:10:01.463802Z digest=sha256:b0c37a662e8093a7029c23bd978cfe8acf86199ea50448091e8b814ec491149b

Observation 9d8a161c-d46e-4c77-8caa-ef52b2ba42b1 · outbound

This paper cites Elicitron: An LLM Agent-Based Simulation Framework for Design Requirements Elicitation.

Risks of AI-driven product development and strategies for their mitigation Elicitron: An LLM Agent-Based Simulation Framework for Design Requirements Elicitation

Reference 28

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Observation 238fbfec-bac7-4b81-82b0-c1f1c3ba2f14 · outbound

This paper cites H., Srivastava, A.

Risks of AI-driven product development and strategies for their mitigation H., Srivastava, A

Reference 29

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Observation 75b659c8-f23c-45dd-9734-212d6988e7fa · outbound

This paper cites C., Grandi, D., Tomich, R., Alam, M.

Risks of AI-driven product development and strategies for their mitigation C., Grandi, D., Tomich, R., Alam, M

Reference 30

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Observation 5f867b1d-8103-46ce-9f4e-776b79e4f72e · outbound

This paper cites M., Kuckertz, P.

Risks of AI-driven product development and strategies for their mitigation M., Kuckertz, P

Reference 31

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source=pdf_text observed=2026-08-07T13:10:01.913353Z digest=sha256:4a5289db5bb474b3b3c5a21111cca73b4ce1c443645acff02b586f6e3a28f8f7

Observation f99b59af-dc25-4458-90ec-e4f4d5dad4b1 · outbound

This paper cites T., Srour, M.

Risks of AI-driven product development and strategies for their mitigation T., Srour, M

Reference 32

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Observation dc3f6391-a288-4fdc-8628-ec24c0a47926 · outbound

This paper cites T., Bouschery, S.

Risks of AI-driven product development and strategies for their mitigation T., Bouschery, S

Reference 33

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Observation 02d40033-9965-46f2-af95-88ba817ca420 · outbound

This paper cites G., Blazevic, V.

Risks of AI-driven product development and strategies for their mitigation G., Blazevic, V

Reference 34

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Observation f4725d80-f55d-4eac-9f97-a377f77eeda2 · outbound

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Risks of AI-driven product development and strategies for their mitigation Unresolved cited work

Reference 35

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Observation 52d53218-a6a2-4dde-b06a-26433d4484ba · outbound

This paper cites in Philosophy of Technology and Engineering Sciences(ed Meijers, A.) 1103–1146 (North-Holland, Amsterdam, 2009).

Risks of AI-driven product development and strategies for their mitigation in Philosophy of Technology and Engineering Sciences(ed Meijers, A.) 1103–1146 (North-Holland, Amsterdam, 2009)

Reference 36

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Observation 80ef1f71-2192-457f-9e3a-80264ee364ea · outbound

This paper cites & Lensman, T.

Risks of AI-driven product development and strategies for their mitigation & Lensman, T

Reference 37

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source=pdf_text observed=2026-08-07T13:10:02.854878Z digest=sha256:e1d50bb550919ee15188a886a9ecd0c2354c788be39e54f0faa88b3c8afd940b

Observation a34ee6a4-114d-48f7-bee9-01b07a569f49 · outbound

This paper cites & Vayena, E.

Risks of AI-driven product development and strategies for their mitigation & Vayena, E

Reference 38

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Observation 3bdaa205-6b37-4ba0-8ddc-30e35a23bdc5 · outbound

This paper cites & Lundgren, M.

Risks of AI-driven product development and strategies for their mitigation & Lundgren, M

Reference 39

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source=pdf_text observed=2026-08-07T13:10:03.127491Z digest=sha256:7563801b17551344da998fb84c345a083b4d234c6ef1bde28eae43d79b5d60fc

Observation 49864a5a-f9d6-45ca-9a35-9da19b9a0ac1 · outbound

This paper cites an unresolved cited work.

Risks of AI-driven product development and strategies for their mitigation Unresolved cited work

Reference 40

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source=pdf_text observed=2026-08-07T13:10:03.228640Z digest=sha256:2996870fcab6a553766c18e1ee59a23193d7cd7729f5a10e08d824d4abe2d280

Observation 9ab75cb9-66fd-44d3-bdfb-79fbf09a1f1f · outbound

This paper cites Risk Management in the Artificial Intelligence Act.

Risks of AI-driven product development and strategies for their mitigation Risk Management in the Artificial Intelligence Act

Reference 41

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Observation 827cf812-9e93-4acf-bc9b-57bacfbe7593 · outbound

This paper cites J., Mosier, K.

Risks of AI-driven product development and strategies for their mitigation J., Mosier, K

Reference 42

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Observation c6ca7a8e-763b-4a70-b0df-ae5bffd591d5 · outbound

This paper cites & Germani, F.

Risks of AI-driven product development and strategies for their mitigation & Germani, F

Reference 43

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Observation 733d6d07-2e28-44e0-b757-0a1d83af8549 · outbound

This paper cites Value-Sensitive Design.interactions 3, 16–23.

Risks of AI-driven product development and strategies for their mitigation Value-Sensitive Design.interactions 3, 16–23

Reference 44

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source=pdf_text observed=2026-08-07T13:10:03.936180Z digest=sha256:83fc7a6a8a2f0dc221680179c6aa1d64571e1a27a7f4131d86b8d9a3de3ffc92

Observation a03d6c07-91d3-4357-9102-a8f3bb659c08 · outbound

This paper cites inThe PDMA Handbook of New Product Development (eds Bstieler, L.

Risks of AI-driven product development and strategies for their mitigation inThe PDMA Handbook of New Product Development (eds Bstieler, L

Reference 45

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Observation f328ef92-d796-4073-a855-26f6d0520f25 · outbound

This paper cites Universal and Transferable Adversarial Attacks on Aligned Language Models.

Risks of AI-driven product development and strategies for their mitigation Universal and Transferable Adversarial Attacks on Aligned Language Models

Reference 46

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Observation fec023d3-a6ab-4114-8e9e-5ddadee0845d · outbound

This paper cites Safety Alignment Should Be Made More Than Just a Few Tokens Deep.

Risks of AI-driven product development and strategies for their mitigation Safety Alignment Should Be Made More Than Just a Few Tokens Deep

Reference 47

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source=pdf_text observed=2026-08-07T13:10:04.453348Z digest=sha256:e8d06666b85c9e6e446dc65555f41e93e263ffa4ed87ea025078757c8eee05c5

Observation 3e76b139-e2ce-4972-8a71-f9b4da445123 · outbound

This paper cites an unresolved cited work.

Risks of AI-driven product development and strategies for their mitigation Unresolved cited work

Reference 48

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Observation e4ec9c39-dfe3-486c-8a6b-0e5f94dcaa04 · outbound

This paper cites an unresolved cited work.

Risks of AI-driven product development and strategies for their mitigation Unresolved cited work

Reference 49

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source=pdf_text observed=2026-08-07T13:10:04.717558Z digest=sha256:e2c1d76aca97022d6d602c30874c5b60ddc3598fc814f8666f2ee7eaac6c6c7f

Observation 5b5efec4-f7c8-451a-9032-6bb835a1f95f · outbound

This paper cites an unresolved cited work.

Risks of AI-driven product development and strategies for their mitigation Unresolved cited work

Reference 50

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source=pdf_text observed=2026-08-07T13:10:04.897975Z digest=sha256:c35c4a3edb55a8fbe6d179621754fe8a9eb483b9af6a806f91d4541c2c0effb4

Observation 577d7a5b-07c2-4f36-acf9-9b19116db005 · outbound

This paper cites an unresolved cited work.

Risks of AI-driven product development and strategies for their mitigation Unresolved cited work

Reference 51

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source=pdf_text observed=2026-08-07T13:10:04.973449Z digest=sha256:b0373a8c16c0f1ebabb23e118fa772d62f9c516a7e202e382200dc298bc789d1

Observation 3fb01749-005f-4b31-94d6-5722fa228c11 · outbound

This paper cites Carbon Emissions and Large Neural Network Training.

Risks of AI-driven product development and strategies for their mitigation Carbon Emissions and Large Neural Network Training

Reference 52

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source=pdf_text observed=2026-08-07T13:10:05.093339Z digest=sha256:2c0ca9bd17b1762aee33563a85aa473dbeaed5763c940828390deeb6bd6edf8d

Observation f44c709c-e627-457d-9963-9827f3362161 · outbound

This paper cites an unresolved cited work.

Risks of AI-driven product development and strategies for their mitigation Unresolved cited work

Reference 53

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source=pdf_text observed=2026-08-07T13:10:05.218008Z digest=sha256:ca23d089edbd0f52b47cb14f93ab6ae12ee99befac07e509d83dfd0574606055

Observation 47772e57-2be4-4e64-96f9-b8903c8d6b4f · outbound

This paper cites an unresolved cited work.

Risks of AI-driven product development and strategies for their mitigation Unresolved cited work

Reference 54

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source=pdf_text observed=2026-08-07T13:10:05.386959Z digest=sha256:d856ff5729ecd7b9f510d48ce6d4e4b2298ea8b5c9f5742ec394467d0ed32240

Observation 55fd2294-acde-4b9f-baec-dc2e05477cb9 · outbound

This paper cites Accountability in a Computerized Society.

Risks of AI-driven product development and strategies for their mitigation Accountability in a Computerized Society

Reference 55

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source=pdf_text observed=2026-08-07T13:10:05.520299Z digest=sha256:3a456dd6bd938da6c8c1a8238ab91638a654c471e1dc1bc3f7bc3e3bb82d534c

Observation 32346e1e-886f-4133-bfec-55bd3f672e8f · outbound

This paper cites F., Moss, E., Laufer, B.

Risks of AI-driven product development and strategies for their mitigation F., Moss, E., Laufer, B

Reference 56

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source=pdf_text observed=2026-08-07T13:10:05.846534Z digest=sha256:0b58e6114ffb5895306dab79fbd33d9cc5b4c9be484be0153861c12f3c00c3d2

Observation faf14a29-0441-4971-a981-ca901805a1c9 · outbound

This paper cites an unresolved cited work.

Risks of AI-driven product development and strategies for their mitigation Unresolved cited work

Reference 57

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source=pdf_text observed=2026-08-07T13:10:06.056931Z digest=sha256:e396cc44e72092cfd483f82b07fb9047b07b6b170300a98614f5eb382fd6ada1

Observation 86d075a3-6c36-4ef2-9f8d-42eed5e6bac7 · outbound

This paper cites K., Morgeson, F.

Risks of AI-driven product development and strategies for their mitigation K., Morgeson, F

Reference 58

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Observation 799ab9a0-9ff5-4ee9-bbde-2937bf70cd4a · outbound

This paper cites an unresolved cited work.

Risks of AI-driven product development and strategies for their mitigation Unresolved cited work

Reference 59

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source=pdf_text observed=2026-08-07T13:10:06.293178Z digest=sha256:18d7b9b81f56126099d83a5e9c7d04da8461b7c4aa171c8cfa717e5748c3df61

Observation 1de7c4dc-18dd-4b76-bec6-40b3aa90a64e · outbound

This paper cites Artificial Intelligence, Scientific Discovery, and Product Innovation.

Risks of AI-driven product development and strategies for their mitigation Artificial Intelligence, Scientific Discovery, and Product Innovation

Reference 60

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source=pdf_text observed=2026-08-07T13:10:06.461274Z digest=sha256:6c3c3d37f12fe646d34df0817e00bd5fa0756775235a9b7ca731bc1401ddf938

Observation 2e1f5099-d695-41f1-805d-d3e8713c4a7f · outbound

This paper cites The Connected Workplace: Characteristics and Social Consequences of Work Surveillance in the Age of Datification, Sensorization, and Artificial Intelligence.

Risks of AI-driven product development and strategies for their mitigation The Connected Workplace: Characteristics and Social Consequences of Work Surveillance in the Age of Datification, Sensorization, and Artificial Intelligence

Reference 61

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source=pdf_text observed=2026-08-07T13:10:06.604871Z digest=sha256:75f6d72dc75dedd9be89db368121b225a5f5d8d879f899a5c5e7f2f08000aa2f

Observation ad6a2c1f-4806-4895-b8a2-56a49d5e4176 · outbound

This paper cites Harms of AI.

Risks of AI-driven product development and strategies for their mitigation Harms of AI

Reference 62

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source=pdf_text observed=2026-08-07T13:10:06.743823Z digest=sha256:c972844d6fdd6c69fa5fc5542944714a5882a5aa8fabcb40351a21bbdf02205f

Observation e269ec8e-69c1-44db-8b32-5482e64af8bd · outbound

This paper cites J., Pizzinelli, C., Rockall, E.

Risks of AI-driven product development and strategies for their mitigation J., Pizzinelli, C., Rockall, E

Reference 63

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source=pdf_text observed=2026-08-07T13:10:06.927776Z digest=sha256:23f026f1fe4195207f7fa5e2342931e715a17d881a461086404e8aa02e05908a

Observation 4d01ad3d-eeb7-4945-83ed-fedd5246e613 · outbound

This paper cites & Schiff, D.

Risks of AI-driven product development and strategies for their mitigation & Schiff, D

Reference 64

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source=pdf_text observed=2026-08-07T13:10:07.071976Z digest=sha256:8be59cfab181a9f1baa662b99ccb0998d7af8c88619bd08544bef466e8fc5ef8

Observation c3c49855-efa8-4ba7-b7ac-6f2eef9d7081 · outbound

This paper cites & Stella, L.

Risks of AI-driven product development and strategies for their mitigation & Stella, L

Reference 65

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source=pdf_text observed=2026-08-07T13:10:07.201684Z digest=sha256:e3f3426731697c970a05fd5b7d19840026de5012572bdea9d6172e700a172233

Observation 124d3f85-596e-45ff-a48e-3c7dba3cbdb5 · outbound

This paper cites Losing Leverage: Employee Replaceability and Labor Market Power.

Risks of AI-driven product development and strategies for their mitigation Losing Leverage: Employee Replaceability and Labor Market Power

Reference 66

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raw_fallback, observed 2026-08-07T13:10:22.491638Z

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source=pdf_text observed=2026-08-07T13:10:07.334758Z digest=sha256:137ababa36b32ffbb6e697ef228d935a1e116a66e820785be890499d94ac9022

Observation 1c688674-8c66-4784-8fc8-228d3f53f5f7 · outbound

This paper cites & de Streel, A.

Risks of AI-driven product development and strategies for their mitigation & de Streel, A

Reference 67

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source=pdf_text observed=2026-08-07T13:10:07.662849Z digest=sha256:00792903ec7651bda0e858ed3e20cf58bd0b069edb1eed7977375efabbf4bbe5

Observation 017b937c-fbe0-4a68-aa60-c4d029a80c8b · outbound

This paper cites G., Whittaker, M.

Risks of AI-driven product development and strategies for their mitigation G., Whittaker, M

Reference 68

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source=pdf_text observed=2026-08-07T13:10:07.829803Z digest=sha256:ef670fd38f0b8332593473c98e1325f6777048e5f7bc3fe6a325c339fc85421c

Observation cb5ec86c-809e-460e-83dd-7f8768984d0d · outbound

This paper cites & Levine, D.

Risks of AI-driven product development and strategies for their mitigation & Levine, D

Reference 69

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doi, observed 2026-08-07T13:10:12.687729Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-07T13:10:07.935093Z digest=sha256:3f93623f5efaa0a5ccc13a195ce7ca52b1ba441e9deb611cb201446d293ca441

Observation d8f11658-31a3-44f9-a60d-5f0337b9cf90 · outbound

This paper cites Patentability of AI-Generated Inventions: Is a Reform of the Patent System Needed? doi:10.2139/ ssrn.3168703.

Risks of AI-driven product development and strategies for their mitigation Patentability of AI-Generated Inventions: Is a Reform of the Patent System Needed? doi:10.2139/ ssrn.3168703

Reference 70

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malformed identifier
raw_fallback, observed 2026-08-07T13:10:21.868712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:10:08.060131Z digest=sha256:f3fdb367845e3625854cb8e00147f4ab0b96101a28df1f2aa06ba1ef7a503ede

Observation 4f4ac866-0c51-46ea-b737-57d8c2534f5c · outbound

This paper cites an unresolved cited work.

Risks of AI-driven product development and strategies for their mitigation Unresolved cited work

Reference 71

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doi, observed 2026-08-07T13:10:12.429190Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-07T13:10:08.282377Z digest=sha256:54b22d6a8d5847379551fbade15ca46a48db8e354549e8f3605c4a17862b35cd

Observation 00915adc-7262-4caf-84f2-3de5fda5159e · outbound

This paper cites & Goldstein, T.A Watermark for Large Language Models in Proceedings of the 40th International Conference on Machine Learning International Conference on Machine Learning.

Risks of AI-driven product development and strategies for their mitigation & Goldstein, T.A Watermark for Large Language Models in Proceedings of the 40th International Conference on Machine Learning International Conference on Machine Learning

Reference 72

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raw_fallback, observed 2026-08-07T13:10:21.591223Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:10:08.399486Z digest=sha256:7e602d5e609eacee1bac27a4e64b2d1689e562c59b436be3c0bb225707b582ba

Observation 0b0408c4-020f-4987-b723-b39561fa2694 · outbound

This paper cites & Goldstein, T.Tree-Rings Watermarks: Invisible Fingerprints for Diffusion Images in Advances in Neural Information Processing Systems 36 (NeurIPS 2023) 36.

Risks of AI-driven product development and strategies for their mitigation & Goldstein, T.Tree-Rings Watermarks: Invisible Fingerprints for Diffusion Images in Advances in Neural Information Processing Systems 36 (NeurIPS 2023) 36

Reference 73

Resolution
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raw_fallback, observed 2026-08-07T13:10:21.248188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:10:08.563033Z digest=sha256:4a81348ff32bf013310d953c4775818bd0ba54759ce5f781c3819656361bc405

Observation 091bdfb1-e264-4c41-b32f-a15b294fcedb · outbound

This paper cites K., Moroni, G., Vaneker, T., Fadel, G., Campbell, R.

Risks of AI-driven product development and strategies for their mitigation K., Moroni, G., Vaneker, T., Fadel, G., Campbell, R

Reference 74

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doi, observed 2026-08-07T13:10:12.048607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:10:08.736656Z digest=sha256:d4c2e78bbdfc261b32e99462186c1b0c43a99b991212985afef31d6b8dda99eb

Observation 3f4503df-7fe8-4d0b-86af-0cf95166124d · outbound

This paper cites A., Simpson, T.

Risks of AI-driven product development and strategies for their mitigation A., Simpson, T

Reference 75

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doi, observed 2026-08-07T13:10:11.739926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:10:08.895311Z digest=sha256:07b7f08a4f4280a82443f1ce01b4ba36a096b620efe9608c92ae7484457e34ba

Observation f4a35b59-8f61-404b-9d08-1aa2106c33fc · outbound

This paper cites Toward Trustworthy AI Development: Mechanisms for Supporting Verifiable Claims.

Risks of AI-driven product development and strategies for their mitigation Toward Trustworthy AI Development: Mechanisms for Supporting Verifiable Claims

Reference 76

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Observation 08d8cef6-df82-4619-8e73-26ee113ba9a8 · outbound

This paper cites J., Mackworth, A.

Risks of AI-driven product development and strategies for their mitigation J., Mackworth, A

Reference 77

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Observation 3b35a50a-3787-4733-8615-f7e9f6567ebc · outbound

This paper cites an unresolved cited work.

Risks of AI-driven product development and strategies for their mitigation Unresolved cited work

Reference 78

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Observation b29cb7bc-f259-48e1-8851-ca1201f47789 · outbound

This paper cites Why and How Governments Should Monitor AI Development.

Risks of AI-driven product development and strategies for their mitigation Why and How Governments Should Monitor AI Development

Reference 79

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Observation b2304751-814a-4553-ac26-ca36ea2381b9 · outbound

This paper cites Testing Language Model Agents Safely in the Wild.

Risks of AI-driven product development and strategies for their mitigation Testing Language Model Agents Safely in the Wild

Reference 80

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Observation 237f7ded-ac86-4837-b4d1-91a8a9db11f5 · outbound

This paper cites Red Teaming Language Models to Reduce Harms: Methods, Scaling Behaviors, and Lessons Learned.

Risks of AI-driven product development and strategies for their mitigation Red Teaming Language Models to Reduce Harms: Methods, Scaling Behaviors, and Lessons Learned

Reference 81

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Observation cf3db78c-3065-484e-a185-f8d1dca25e7c · outbound

This paper cites & Papernot, N.

Risks of AI-driven product development and strategies for their mitigation & Papernot, N

Reference 82

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Observation a94ef62a-cc87-4ccb-ae42-c27ceef6f316 · outbound

This paper cites Motivating the Rules of the Game for Adversarial Example Research.

Risks of AI-driven product development and strategies for their mitigation Motivating the Rules of the Game for Adversarial Example Research

Reference 83

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Observation 5e3aa3ad-0c47-40ba-a0bf-faabe08d691b · outbound

This paper cites Sociotechnical Safety Evaluation of Generative AI Systems.

Risks of AI-driven product development and strategies for their mitigation Sociotechnical Safety Evaluation of Generative AI Systems

Reference 84

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Observation 326d113b-525c-478e-999c-80dbc8a06b98 · outbound

This paper cites F., Leike, J., Brown, T., Martic, M., Legg, S.

Risks of AI-driven product development and strategies for their mitigation F., Leike, J., Brown, T., Martic, M., Legg, S

Reference 85

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Observation 577bf642-927f-4f98-b739-dc8665cd3300 · outbound

This paper cites an unresolved cited work.

Risks of AI-driven product development and strategies for their mitigation Unresolved cited work

Reference 86

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Observation 9aa5b70f-baad-4d78-8886-21ea77cbf559 · outbound

This paper cites W., Wallach, H., III, H.

Risks of AI-driven product development and strategies for their mitigation W., Wallach, H., III, H

Reference 87

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Observation aaebfc88-f326-44ee-abbd-07aab08942f9 · outbound

This paper cites Open Problems and Fundamental Limitations of Reinforcement Learning from Human Feedback.

Risks of AI-driven product development and strategies for their mitigation Open Problems and Fundamental Limitations of Reinforcement Learning from Human Feedback

Reference 88

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Observation ac5f42a5-69c3-4fab-9d98-191aeb9718aa · outbound

This paper cites B., Mironov, I., Talwar, K.

Risks of AI-driven product development and strategies for their mitigation B., Mironov, I., Talwar, K

Reference 89

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Observation 2f09b879-4b94-413d-8a88-0593c054c774 · outbound

This paper cites an unresolved cited work.

Risks of AI-driven product development and strategies for their mitigation Unresolved cited work

Reference 90

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Observation 9ad74c99-2aa6-4731-a637-0f630b129aa5 · outbound

This paper cites Energy System Design.

Risks of AI-driven product development and strategies for their mitigation Energy System Design

Reference 93

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Observation 48d90824-a50b-410f-b2f8-c8bf2a6011a2 · outbound

This paper cites an unresolved cited work.

Risks of AI-driven product development and strategies for their mitigation Unresolved cited work

Reference 5546

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Observation 24c21166-ec36-49c3-8203-ba881c644e8a · outbound

This paper cites an unresolved cited work.

Risks of AI-driven product development and strategies for their mitigation Unresolved cited work

Reference 5839

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Pith citing papers

Observation 40f8ae21-5735-4eff-bfbb-583206a29523 · inbound

LLMs and Agentic AI in Insurance Decision-Making: Opportunities and Challenges For Africa cites this paper.

LLMs and Agentic AI in Insurance Decision-Making: Opportunities and Challenges For Africa Risks of AI-driven product development and strategies for their mitigation

Reference 98

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