{"as_of":"2026-08-13T17:49:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:31d4c772afe334400c5e79718a85322e31371d2280bf042d9138ca46c4c67360","coverage":[{"denominator":93,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":93,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-07T13:10:11.436762Z","state":"measured"},{"denominator":94,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":94,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-13T06:32:02.005865+00:00","state":"measured"},{"denominator":1,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":1,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-05T18:07:24.135175Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"pith","source_observed_at":"2026-08-05T18:07:24.164461Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"cited_work":{"arxiv_id":"2506.00047","doi":null,"metadata_source":"pith","pith_arxiv_id":"2506.00047","snapshot_observed_at":"2026-08-05T18:07:24.164461Z","title":"Risks of AI-driven product development and strategies for their mitigation","venue":"cs.CY","work_id":"707c5a1e-bcd9-4027-8286-ec66e366fa05","year":2025},"citing_paper":{"arxiv_id":"2508.15110","last_updated":"2025-08-20T22:57:00Z","snapshot_observed_at":"2026-08-09T16:53:06.096525Z","submitted_at":"2025-08-20T22:57:00Z","title":"LLMs and Agentic AI in Insurance Decision-Making: Opportunities and Challenges For Africa","version":1},"reference_index":98,"source":"arxiv_source","source_observed_at":"2026-08-05T18:07:24.135175Z"},"links":{"cited_paper":"/paper/2506.00047","citing_paper":"/paper/2508.15110"},"observation_digest":"sha256:f84a5f0ca8fcdaf1646f13eb87626f6569311c498e6225439db21e14eb6d761d","observation_id":"40f8ae21-5735-4eff-bfbb-583206a29523","resolution":{"observed_at":"2026-08-05T18:07:24.169735Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}}],"links":{"evidence":"/evidence","html":"/paper/2506.00047/citation-record","integrity":"/paper/2506.00047/integrity","json":"/paper/2506.00047/citation-record.json","paper":"/paper/2506.00047"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:09:57.771684Z","title":"Revised Issues Paper on Intellectual Property Policy and Artificial IntelligenceSecond Session","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-07T13:09:57.771684Z"},"links":{"citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:764ee224334600b7d6b9dcc14372200b689705ed80c4fc01df46cefc24a0a595","observation_id":"391c05e0-a07a-4fb4-943e-d1af07c2c809","resolution":{"observed_at":"2026-08-07T13:09:57.771684Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:09:57.904621Z","title":"& Wallace, B","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-07T13:09:57.904621Z"},"links":{"citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:39fbd7bf22e29e94ded5fd8aae2ff8202c0066542dd759fb01b1600936bbb585","observation_id":"771a6aac-513a-4be3-805c-dfcf816920d4","resolution":{"observed_at":"2026-08-07T13:09:57.904621Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:09:57.979751Z","title":"& Geva, M","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-07T13:09:57.979751Z"},"links":{"citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:24d276d645ebb5c4d750125a8445c9360d8dd79a3e2470dad223102388f46b4b","observation_id":"f3e28821-2051-47b4-bd49-7f5cf3863cdd","resolution":{"observed_at":"2026-08-07T13:09:57.979751Z","resolver_source":null,"status":"malformed_identifier"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2404.09932","last_updated":"2024-09-06T00:46:40Z","snapshot_observed_at":"2026-08-13T06:40:14.408726Z","submitted_at":"2024-04-15T16:58:28Z","title":"Foundational Challenges in Assuring Alignment and Safety of Large Language Models","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2404.09932","snapshot_observed_at":"2026-08-07T13:09:58.104897Z","title":"S., Jenner, E., Casper, S., Sourbut, O., Edelman, B","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-07T13:09:58.104897Z"},"links":{"cited_paper":"/paper/2404.09932","citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:ba7269f84e1c69d1cb1bb8327b5138cb66d6c1262105daa86192ac3cc679d709","observation_id":"75c56f71-475a-42c5-8fca-4ab6831a08d1","resolution":{"observed_at":"2026-08-07T13:09:58.104897Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2501.16496","last_updated":"2025-01-27T20:57:18Z","snapshot_observed_at":"2026-07-06T20:27:04.664873Z","submitted_at":"2025-01-27T20:57:18Z","title":"Open Problems in Mechanistic Interpretability","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2501.16496","snapshot_observed_at":"2026-08-07T13:09:58.250420Z","title":"J., Casper, S., Tegmark, M., Saunders, W., Bau, D., Todd, E., Geiger, A., Geva, M., Hoogland, J., Murfet, D","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-07T13:09:58.250420Z"},"links":{"cited_paper":"/paper/2501.16496","citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:9997bc68ee832219a60dd40ba1c58f56f4da7bd52dad7ccaa8ed209856e74d23","observation_id":"9e8a247d-628d-4423-89f8-812a38e492f9","resolution":{"observed_at":"2026-08-07T13:09:58.250420Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:09:58.358432Z","title":"Frontier Review of Multimodal AI eng","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-07T13:09:58.358432Z"},"links":{"citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:af7a34334c9cdfc5d6710fe6f0f0a143f9fc1cd3af6049244474d4983814dafb","observation_id":"8a36b141-7278-40f1-905d-d067a927b38a","resolution":{"observed_at":"2026-08-07T13:09:58.358432Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:09:58.535275Z","title":"S., O’Brien, J., Cai, C","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-07T13:09:58.535275Z"},"links":{"citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:346613f0cb925b0bf17ff708c367ec29ef6df292de21d0163d9e417b87053b01","observation_id":"1d8c492a-ad89-43f3-b91c-b3c63eeda3be","resolution":{"observed_at":"2026-08-07T13:09:58.535275Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2503.14499","last_updated":"2026-07-10T21:48:09Z","snapshot_observed_at":"2026-08-07T16:54:09.525403Z","submitted_at":"2025-03-18T17:59:31Z","title":"Measuring AI Ability to Complete Long Software Tasks","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2503.14499","snapshot_observed_at":"2026-08-07T13:09:58.782318Z","title":"V ., Bloom, R., Broadley, T., Du, H., Goodrich, B., Jurkovic, N., Miles, L","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-07T13:09:58.782318Z"},"links":{"cited_paper":"/paper/2503.14499","citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:ea3b96c2e3a8b18032116dd9dcfbb76bbbb99b3ec8ffeba709e95bc78670d0cb","observation_id":"c82e7023-8f9e-4594-8529-6f6b134b4214","resolution":{"observed_at":"2026-08-07T13:09:58.782318Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1016/0304-4076(94)01598-t","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":null,"venue":"Journal of Econometrics","work_id":"f206037c-3bee-40c4-b89f-688ac4d99d82","year":1995},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-07T13:09:58.879418Z"},"links":{"citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:412edbcd5b9dcb1b9e076fdeae4ea36d5724c49145c113516f18f373c2d7a832","observation_id":"51679e5e-8277-4341-901d-fc61d0303175","resolution":{"observed_at":"2026-08-07T13:10:18.688720Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:09:58.972869Z","title":"Artificial Intelligence as a General-Purpose Technology: An Historical Perspective","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-07T13:09:58.972869Z"},"links":{"citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:a1a4a7ca0c326eaf9666c75c062dca0360f0ea47b5e45ad497d43a45806002a3","observation_id":"4f45fce0-926b-49f9-8ab9-ddc878af2092","resolution":{"observed_at":"2026-08-07T13:09:58.972869Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2108.07258","last_updated":"2022-07-12T23:45:14Z","snapshot_observed_at":"2026-08-02T09:20:40.804790Z","submitted_at":"2021-08-16T17:50:08Z","title":"On the Opportunities and Risks of Foundation Models","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2108.07258","snapshot_observed_at":"2026-08-07T13:09:59.097571Z","title":"A., Adeli, E., Altman, R., Arora, S., Arx, S","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-07T13:09:59.097571Z"},"links":{"cited_paper":"/paper/2108.07258","citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:764a4776913b43174d39e4f0570729b8870954cfdb72dfdedfe9ad95287a2a4c","observation_id":"04969d6c-5332-41ab-aa4a-1687a054ac10","resolution":{"observed_at":"2026-08-07T13:09:59.097571Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:09:59.179849Z","title":"& Martin, J","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-07T13:09:59.179849Z"},"links":{"citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:e50dee345ca7192a6800db9b4432c6f755ede1d0fb2aa22418aa5b49a6857d39","observation_id":"12189df6-a7eb-4a3b-b6fe-bc883e8b8705","resolution":{"observed_at":"2026-08-07T13:09:59.179849Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.18653/v1/2023.emnlp-main.822","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":"& Strubell, E","venue":null,"work_id":"f360d5a9-0ace-406f-8781-8f9c8dc04423","year":2023},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-07T13:09:59.346773Z"},"links":{"citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:50a1d349844f7e04dd6a438634a66e27a5ffb911686a6e588049ab27798122b7","observation_id":"b5f04bda-6a27-4e56-8ab3-9601972ba3d9","resolution":{"observed_at":"2026-08-07T13:10:18.346152Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:09:59.440542Z","title":"AI | 2024 Stack Overflow Developer Survey https://survey.stackoverflow.co/2024/ ai/ (2025)","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-07T13:09:59.440542Z"},"links":{"citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:b57b5152edd7c9a427813b32a332710d4f6e91493ecfbc69d593c66c11c95a51","observation_id":"e5d24ebb-3a2c-411f-b25d-53c1f939eec6","resolution":{"observed_at":"2026-08-07T13:09:59.440542Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:09:59.490023Z","title":"H., Horstmann, S","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-07T13:09:59.490023Z"},"links":{"citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:d4df345fd37fc09bddafcd06f88bfd354101dbe9f4e6e8e93eb2d1a45bc02a1c","observation_id":"925e8692-dc80-4121-bca9-9084d7faa0e1","resolution":{"observed_at":"2026-08-07T13:09:59.490023Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:09:59.549819Z","title":"& Karri, R","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-07T13:09:59.549819Z"},"links":{"citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:1ede0106cb3fee24ff0655f6b9c9686ce201a61170cff0675f27a33d9bf49914","observation_id":"847e7fd2-ab85-4379-a17a-eba5151535f7","resolution":{"observed_at":"2026-08-07T13:09:59.549819Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:09:59.642116Z","title":"& Boneh, D","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-07T13:09:59.642116Z"},"links":{"citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:06a6d7c2ac7ddf0c3f487ba5f3dea7a14e0765690958571198c0893a622ab701","observation_id":"df93cf12-c199-447d-844a-a2a159ecaf2c","resolution":{"observed_at":"2026-08-07T13:09:59.642116Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:09:59.760660Z","title":"J., Rasheed, S., Moradidakhel, A., Tahir, A","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-07T13:09:59.760660Z"},"links":{"citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:2fd82667a9c4911270cc2edcb76acb04ad3e1884201a526cd8cff19328793204","observation_id":"4cac5ff9-fffd-4625-8890-312de8514a47","resolution":{"observed_at":"2026-08-07T13:09:59.760660Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:09:59.889966Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-07T13:09:59.889966Z"},"links":{"citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:7b6dbdb33d36dc7c06d5c0f773afb4073bb7eaf04f5f5f96db7c7cb751ed469b","observation_id":"0a33526e-78ea-4b21-bd70-91e3a8b8858a","resolution":{"observed_at":"2026-08-07T13:09:59.889966Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1111/phc3.12964","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":"& Kirk-Giannini, C","venue":"Philosophy Compass","work_id":"23e1f47a-429b-40a4-82c8-a3c56a9f301a","year":2024},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-07T13:10:00.009993Z"},"links":{"citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:dfd2c1e0e65cdf1d1c229edc06051895588a9a16f6462447d9b0f83e51d45e7a","observation_id":"a988bcf8-2779-403d-b8f8-0e75a0dd2bb0","resolution":{"observed_at":"2026-08-07T13:10:18.009102Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:10:00.104329Z","title":"The Governance of Artificial Intelligence: Interim Report Ninth Report of Session 2022–23 (House of Commons, London, UK, 2023)","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-07T13:10:00.104329Z"},"links":{"citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:6ac594b9504d5bcdaee5753fc0ee7e8007f87caee2da494e3dd8117a77295249","observation_id":"824cf649-201c-4c73-86d9-3b2e5ff1667a","resolution":{"observed_at":"2026-08-07T13:10:00.104329Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:10:00.234244Z","title":"A., Rimell, L., Isaac, W., Haas, J., Legassick, S., Irving, G","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-07T13:10:00.234244Z"},"links":{"citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:6a13ed6d1334c2320a10ef1c17d78aa5a2d3f0b9b7247ad37762d93cefce5979","observation_id":"6b220fa2-52a4-4a14-b1a2-03adfd7c2574","resolution":{"observed_at":"2026-08-07T13:10:00.234244Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:10:00.426893Z","title":"R., Vidgen, B., Röttger, P","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-07T13:10:00.426893Z"},"links":{"citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:f9957192a2a6bc9c0d4609fd80ac996c3be680379883d272ec29cc87502143e0","observation_id":"bef681f6-e911-480f-9741-474e129d5434","resolution":{"observed_at":"2026-08-07T13:10:00.426893Z","resolver_source":null,"status":"malformed_identifier"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:10:00.613827Z","title":"& Kasirzadeh, A","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-07T13:10:00.613827Z"},"links":{"citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:528c160ac12a0cfbcbecb9e1bb99c0c0825e81463256d53b04f0e137f7969e9f","observation_id":"317d72b4-9f34-42d2-80ab-df3fe9ad5ef0","resolution":{"observed_at":"2026-08-07T13:10:00.613827Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:10:00.808424Z","title":"& Ó hÉigeartaigh, S","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-07T13:10:00.808424Z"},"links":{"citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:d29b2ac486c3c190ade08892e5d6bf47d8f9b928af8324bb9281994e553c0306","observation_id":"83efed28-ece8-4cdd-8e06-d64b3327b3df","resolution":{"observed_at":"2026-08-07T13:10:00.808424Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1038/s42256-024-00926-3","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":"A., Waeiss, Q., Bhatia, R","venue":"Nature Machine Intelligence","work_id":"d1c76e07-7dc6-40b0-b4bc-d9702ac976d0","year":2024},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-07T13:10:01.187495Z"},"links":{"citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:c91ccadf4e7b3a57b35cedf5cf32cffab68a5d66a0a996bc57fc2292bb84add9","observation_id":"8e921b8d-de7b-4c8c-9e83-a6845cba2a3b","resolution":{"observed_at":"2026-08-07T13:10:17.430815Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2409.06016","last_updated":"2025-01-23T21:24:54Z","snapshot_observed_at":"2026-08-12T22:48:16.456832Z","submitted_at":"2024-09-09T19:15:45Z","title":"Deep Generative Model for Mechanical System Configuration Design","version":3},"cited_work":{"arxiv_id":"2409.06016","doi":"10.48550/arxiv.2409.06016","metadata_source":"pith","pith_arxiv_id":"2409.06016","snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":"Deep Generative Model for Mechanical System Configuration Design","venue":"cs.AI","work_id":"64758b5a-2ff9-484b-a916-a0f800fd493c","year":2024},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-07T13:10:01.463802Z"},"links":{"cited_paper":"/paper/2409.06016","citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:55c7ec42cddce9f694c2f8041a7ddd03ad9c8333c8b7d69d9aed8d533af0ce49","observation_id":"4922a89a-54e0-423b-9540-ad42c02766a1","resolution":{"observed_at":"2026-08-07T13:10:17.037797Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2404.16045","last_updated":"2024-04-04T17:36:29Z","snapshot_observed_at":"2026-08-13T17:37:39.805995Z","submitted_at":"2024-04-04T17:36:29Z","title":"Elicitron: An LLM Agent-Based Simulation Framework for Design Requirements Elicitation","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2404.16045","snapshot_observed_at":"2026-08-07T13:10:01.578034Z","title":"& Tessier, A","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-07T13:10:01.578034Z"},"links":{"cited_paper":"/paper/2404.16045","citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:e2cfaed72047ed07ce6f701a2e282bb3c5261e8b1ea738cd256aa972716524e8","observation_id":"9d8a161c-d46e-4c77-8caa-ef52b2ba42b1","resolution":{"observed_at":"2026-08-07T13:10:01.578034Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.48550/arxiv.2412.13281","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":"H., Srivastava, A","venue":"arXiv (Cornell University)","work_id":"54a4d29a-3990-4d2d-a173-477a3ba7599a","year":2024},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-07T13:10:01.690002Z"},"links":{"citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:5e1dd3af85641ca838331b128747838f74b9e1e614d1e4334d98d8e7d927e79d","observation_id":"238fbfec-bac7-4b81-82b0-c1f1c3ba2f14","resolution":{"observed_at":"2026-08-07T13:10:16.743863Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:10:01.784988Z","title":"C., Grandi, D., Tomich, R., Alam, M","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-07T13:10:01.784988Z"},"links":{"citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:688f1056320e237eced1724703d8b7c10419e88557fe83f3dcdb89efcf5036e4","observation_id":"75b659c8-f23c-45dd-9734-212d6988e7fa","resolution":{"observed_at":"2026-08-07T13:10:01.784988Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"2024.10038","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:10:19.805718Z","title":"M., Kuckertz, P","venue":null,"work_id":"b5e0215b-c587-4fa4-9d11-0132f701afdf","year":2024},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-07T13:10:01.913353Z"},"links":{"citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:941d83432b0531c5c11d2f415004f37e27ad0274590a986edfc231ae5612939c","observation_id":"5f867b1d-8103-46ce-9f4e-776b79e4f72e","resolution":{"observed_at":"2026-08-07T13:10:20.001851Z","resolver_source":"raw_fallback","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1177/00218863241285033","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":"T., Srour, M","venue":"The Journal of Applied Behavioral Science","work_id":"e2dcef0d-8f0b-411c-adb1-da3266b2a179","year":2024},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-07T13:10:02.043625Z"},"links":{"citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:55823a07594ac5b8f6f8275b445a15f5f713d2d4f6f218830293730f075424d4","observation_id":"f99b59af-dc25-4458-90ec-e4f4d5dad4b1","resolution":{"observed_at":"2026-08-07T13:10:16.312481Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:10:02.243718Z","title":"T., Bouschery, S","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-07T13:10:02.243718Z"},"links":{"citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:01fdf4f58364997ead88411c55639dd3049b30a93cc832be0b2e8e060045c53b","observation_id":"dc3f6391-a288-4fdc-8628-ec24c0a47926","resolution":{"observed_at":"2026-08-07T13:10:02.243718Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:10:02.357427Z","title":"G., Blazevic, V","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-07T13:10:02.357427Z"},"links":{"citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:8c37c636fcf88ce2762def8d5129f316c4c806b7f50b662c2a4c3c60d7bcd0ea","observation_id":"02d40033-9965-46f2-af95-88ba817ca420","resolution":{"observed_at":"2026-08-07T13:10:02.357427Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:10:02.508244Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-07T13:10:02.508244Z"},"links":{"citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:a209a468f9fa9c16955b59b416470235652243cb9afcaa69a0571040801fe218","observation_id":"f4725d80-f55d-4eac-9f97-a377f77eeda2","resolution":{"observed_at":"2026-08-07T13:10:02.508244Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1016/b978-0-444-51667-1.50044-6","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":"in Philosophy of Technology and Engineering Sciences(ed Meijers, A.) 1103–1146 (North-Holland, Amsterdam, 2009)","venue":"Elsevier eBooks","work_id":"8760f967-8e8b-4bf7-a248-f2db737b35dd","year":2009},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-07T13:10:02.651059Z"},"links":{"citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:fbe9212885177669ea326ced7c673aad9793f121e5ab50d877dfe9fa419c9765","observation_id":"52d53218-a6a2-4dde-b06a-26433d4484ba","resolution":{"observed_at":"2026-08-07T13:10:15.973821Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1257/aeri.20230353","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":"& Lensman, T","venue":"American Economic Review Insights","work_id":"5998ff6c-aeff-4e1f-96c9-50b0012ad75e","year":2024},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-07T13:10:02.854878Z"},"links":{"citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:bfad42b6a6d252c3e5cbdc5946c5f5fe1d6947943acf8313cc4cbd85ffa5dbc5","observation_id":"80ef1f71-2192-457f-9e3a-80264ee364ea","resolution":{"observed_at":"2026-08-07T13:10:15.688468Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:10:03.016382Z","title":"& Vayena, E","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-07T13:10:03.016382Z"},"links":{"citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:40c473a9141e8dd62526eb4b8962b44287f2360aadca224a0adfd8beb5e91732","observation_id":"a34ee6a4-114d-48f7-bee9-01b07a569f49","resolution":{"observed_at":"2026-08-07T13:10:03.016382Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1093/isr/viad040","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":"& Lundgren, M","venue":"International Studies Review","work_id":"be72fe56-5f96-4c9d-a529-5f38744c1892","year":2023},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-07T13:10:03.127491Z"},"links":{"citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:66e71c7abbc5d7618c23cb1ba00407e827bb6ba1165cad2d4f5dd9791e7e1950","observation_id":"3bdaa205-6b37-4ba0-8ddc-30e35a23bdc5","resolution":{"observed_at":"2026-08-07T13:10:15.312978Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:10:03.228640Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-07T13:10:03.228640Z"},"links":{"citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:2996870fcab6a553766c18e1ee59a23193d7cd7729f5a10e08d824d4abe2d280","observation_id":"49864a5a-f9d6-45ca-9a35-9da19b9a0ac1","resolution":{"observed_at":"2026-08-07T13:10:03.228640Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1017/err.2023.1","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":"Risk Management in the Artificial Intelligence Act","venue":"European Journal of Risk Regulation","work_id":"108cad1d-14c0-4400-9d36-6b986f51c5fa","year":2024},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-07T13:10:03.419406Z"},"links":{"citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:31ffc1860680100805f76d0d77afea113211736eaf28564c751192fd24a39e5b","observation_id":"9ab75cb9-66fd-44d3-bdfb-79fbf09a1f1f","resolution":{"observed_at":"2026-08-07T13:10:14.975263Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:10:03.547630Z","title":"J., Mosier, K","venue":null,"work_id":null,"year":1999},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-08-07T13:10:03.547630Z"},"links":{"citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:3a8d0850a990d865a3953c86ea7567f4fe07d42e3ed95a794d80dc4e882c4062","observation_id":"827cf812-9e93-4acf-bc9b-57bacfbe7593","resolution":{"observed_at":"2026-08-07T13:10:03.547630Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:10:03.714119Z","title":"& Germani, F","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-08-07T13:10:03.714119Z"},"links":{"citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:05a989c365dd13d4a747fdcec8d5da500f3cab897e219f6454ea83e075c88d1c","observation_id":"c6ca7a8e-763b-4a70-b0df-ae5bffd591d5","resolution":{"observed_at":"2026-08-07T13:10:03.714119Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:10:03.936180Z","title":"Value-Sensitive Design.interactions 3, 16–23","venue":null,"work_id":null,"year":1996},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-08-07T13:10:03.936180Z"},"links":{"citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:83fc7a6a8a2f0dc221680179c6aa1d64571e1a27a7f4131d86b8d9a3de3ffc92","observation_id":"733d6d07-2e28-44e0-b757-0a1d83af8549","resolution":{"observed_at":"2026-08-07T13:10:03.936180Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:10:04.074131Z","title":"inThe PDMA Handbook of New Product Development (eds Bstieler, L","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":45,"source":"pdf_text","source_observed_at":"2026-08-07T13:10:04.074131Z"},"links":{"citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:9f81acdfafd8692c48277c6f81e86a3cf6db128ed24aaef14028853863ad696c","observation_id":"a03d6c07-91d3-4357-9102-a8f3bb659c08","resolution":{"observed_at":"2026-08-07T13:10:04.074131Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2307.15043","last_updated":"2023-12-20T20:48:57Z","snapshot_observed_at":"2026-08-12T09:06:50.363435Z","submitted_at":"2023-07-27T17:49:12Z","title":"Universal and Transferable Adversarial Attacks on Aligned Language Models","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2307.15043","snapshot_observed_at":"2026-08-07T13:10:04.257878Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":46,"source":"pdf_text","source_observed_at":"2026-08-07T13:10:04.257878Z"},"links":{"cited_paper":"/paper/2307.15043","citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:c536f99cec5a53fc20e4716d9c917ba0e1e725d3f2a7b816d4fb848dee9e253e","observation_id":"f328ef92-d796-4073-a855-26f6d0520f25","resolution":{"observed_at":"2026-08-07T13:10:04.257878Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2406.05946","last_updated":"2024-06-10T00:35:23Z","snapshot_observed_at":"2026-08-12T23:46:49.092229Z","submitted_at":"2024-06-10T00:35:23Z","title":"Safety Alignment Should Be Made More Than Just a Few Tokens Deep","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2406.05946","snapshot_observed_at":"2026-08-07T13:10:04.453348Z","title":"& Henderson, P","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":47,"source":"pdf_text","source_observed_at":"2026-08-07T13:10:04.453348Z"},"links":{"cited_paper":"/paper/2406.05946","citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:e6d224c821d10166c0d8ea0977c3a7de475031e3c59665e734b4bb5f96e9cf87","observation_id":"fec023d3-a6ab-4114-8e9e-5ddadee0845d","resolution":{"observed_at":"2026-08-07T13:10:04.453348Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:10:04.574687Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":48,"source":"pdf_text","source_observed_at":"2026-08-07T13:10:04.574687Z"},"links":{"citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:1131937e2e8fa045b5f2057ba1cc58de8379c736d77dd25db8db0bb0b723bd6d","observation_id":"3e76b139-e2ce-4972-8a71-f9b4da445123","resolution":{"observed_at":"2026-08-07T13:10:04.574687Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:10:23.329093Z","title":null,"venue":null,"work_id":"e0de7329-d836-4779-b999-1919aba84811","year":2025},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":49,"source":"pdf_text","source_observed_at":"2026-08-07T13:10:04.717558Z"},"links":{"citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:26492b7301e5a9a38aca9d17d293212be78e068f08f80b0153942bbbf83a3b50","observation_id":"e4ec9c39-dfe3-486c-8a6b-0e5f94dcaa04","resolution":{"observed_at":"2026-08-07T13:10:23.506274Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:10:04.897975Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":50,"source":"pdf_text","source_observed_at":"2026-08-07T13:10:04.897975Z"},"links":{"citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:c35c4a3edb55a8fbe6d179621754fe8a9eb483b9af6a806f91d4541c2c0effb4","observation_id":"5b5efec4-f7c8-451a-9032-6bb835a1f95f","resolution":{"observed_at":"2026-08-07T13:10:04.897975Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:10:23.009840Z","title":null,"venue":null,"work_id":"bf32acb4-e6ee-46c4-b103-d9bea6f76de3","year":2019},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":51,"source":"pdf_text","source_observed_at":"2026-08-07T13:10:04.973449Z"},"links":{"citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:94621eac2c4f99055b78a316bc218e01ed998119f8e6837f4ce25ccda97f3a3e","observation_id":"577d7a5b-07c2-4f36-acf9-9b19116db005","resolution":{"observed_at":"2026-08-07T13:10:23.188005Z","resolver_source":"raw_fallback","status":"malformed_identifier"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2104.10350","last_updated":"2021-04-23T14:26:29Z","snapshot_observed_at":"2026-07-06T11:02:18.405330Z","submitted_at":"2021-04-21T04:44:25Z","title":"Carbon Emissions and Large Neural Network Training","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2104.10350","snapshot_observed_at":"2026-08-07T13:10:05.093339Z","title":"& Dean, J","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":52,"source":"pdf_text","source_observed_at":"2026-08-07T13:10:05.093339Z"},"links":{"cited_paper":"/paper/2104.10350","citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:2c0ca9bd17b1762aee33563a85aa473dbeaed5763c940828390deeb6bd6edf8d","observation_id":"3fb01749-005f-4b31-94d6-5722fa228c11","resolution":{"observed_at":"2026-08-07T13:10:05.093339Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:10:05.218008Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":53,"source":"pdf_text","source_observed_at":"2026-08-07T13:10:05.218008Z"},"links":{"citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:ca23d089edbd0f52b47cb14f93ab6ae12ee99befac07e509d83dfd0574606055","observation_id":"f44c709c-e627-457d-9963-9827f3362161","resolution":{"observed_at":"2026-08-07T13:10:05.218008Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.6028/nist.ai.800-","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:10:14.450601Z","title":null,"venue":null,"work_id":"c60d9d3a-bd6a-46ba-836b-8b1b04a6aba4","year":2024},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":54,"source":"pdf_text","source_observed_at":"2026-08-07T13:10:05.386959Z"},"links":{"citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:f0e5d877ee715b8087c4c65df3ea33682a13c93286686ce1a4c57db95553ec7f","observation_id":"47772e57-2be4-4e64-96f9-b8903c8d6b4f","resolution":{"observed_at":"2026-08-07T13:10:14.621282Z","resolver_source":"doi_truncated","status":"malformed_identifier"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:10:22.765235Z","title":"Accountability in a Computerized Society","venue":null,"work_id":"d2cd770d-29bb-4429-945c-2543a6a2ae3e","year":null},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":55,"source":"pdf_text","source_observed_at":"2026-08-07T13:10:05.520299Z"},"links":{"citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:c6a27a193f020dfe071c9c2bd892d70a0cee7a5c8500e015334974c0b015b1c7","observation_id":"55fd2294-acde-4b9f-baec-dc2e05477cb9","resolution":{"observed_at":"2026-08-07T13:10:22.888237Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:10:05.846534Z","title":"F., Moss, E., Laufer, B","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":56,"source":"pdf_text","source_observed_at":"2026-08-07T13:10:05.846534Z"},"links":{"citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:0b58e6114ffb5895306dab79fbd33d9cc5b4c9be484be0153861c12f3c00c3d2","observation_id":"32346e1e-886f-4133-bfec-55bd3f672e8f","resolution":{"observed_at":"2026-08-07T13:10:05.846534Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:10:06.056931Z","title":null,"venue":null,"work_id":null,"year":1976},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":57,"source":"pdf_text","source_observed_at":"2026-08-07T13:10:06.056931Z"},"links":{"citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:e396cc44e72092cfd483f82b07fb9047b07b6b170300a98614f5eb382fd6ada1","observation_id":"faf14a29-0441-4971-a981-ca901805a1c9","resolution":{"observed_at":"2026-08-07T13:10:06.056931Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1037/apl0000106","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":"K., Morgeson, F","venue":"Journal of Applied Psychology","work_id":"1e016ebe-80e4-4f36-896d-4f2bfe146be3","year":2017},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":58,"source":"pdf_text","source_observed_at":"2026-08-07T13:10:06.172952Z"},"links":{"citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:e3f91ec49f870f0b4299cbff1ce22b3616c9a5bab3f04ac2697d07178a6b390f","observation_id":"86d075a3-6c36-4ef2-9f8d-42eed5e6bac7","resolution":{"observed_at":"2026-08-07T13:10:14.304199Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1111/apps.12241","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":null,"venue":"Applied Psychology","work_id":"3e28b196-1fed-4d60-9836-d2507590395a","year":2022},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":59,"source":"pdf_text","source_observed_at":"2026-08-07T13:10:06.293178Z"},"links":{"citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:5d11d06ee77ea7eef11863014a5525b66545f94decaa6ff214836270b8b93b57","observation_id":"799ab9a0-9ff5-4ee9-bbde-2937bf70cd4a","resolution":{"observed_at":"2026-08-07T13:10:14.021723Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2412.17866","last_updated":"2025-05-20T13:34:02Z","snapshot_observed_at":"2026-07-06T20:12:22.686355Z","submitted_at":"2024-12-21T05:38:10Z","title":"Artificial Intelligence, Scientific Discovery, and Product Innovation","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.17866","snapshot_observed_at":"2026-08-07T13:10:06.461274Z","title":"Artificial Intelligence, Scientific Discovery, and Product Innovation","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":60,"source":"pdf_text","source_observed_at":"2026-08-07T13:10:06.461274Z"},"links":{"cited_paper":"/paper/2412.17866","citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:6c3c3d37f12fe646d34df0817e00bd5fa0756775235a9b7ca731bc1401ddf938","observation_id":"1de7c4dc-18dd-4b76-bec6-40b3aa90a64e","resolution":{"observed_at":"2026-08-07T13:10:06.461274Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1177/02683962231202535","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":"The Connected Workplace: Characteristics and Social Consequences of Work Surveillance in the Age of Datification, Sensorization, and Artificial Intelligence","venue":"Journal of Information Technology","work_id":"37f170a9-eec7-4421-a348-f295bd73a59e","year":2024},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":61,"source":"pdf_text","source_observed_at":"2026-08-07T13:10:06.604871Z"},"links":{"citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:71f7bb5026926495e6858a737d0268fd675559c7b87f79d0e56856d827ada8dc","observation_id":"2e1f5099-d695-41f1-805d-d3e8713c4a7f","resolution":{"observed_at":"2026-08-07T13:10:13.705602Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.3386/w29247","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":"Harms of AI","venue":"National Bureau of Economic Research","work_id":"1aeb10a8-13ea-4647-8b19-6c50ece4d729","year":2021},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":62,"source":"pdf_text","source_observed_at":"2026-08-07T13:10:06.743823Z"},"links":{"citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:40c1ffa4fff04b8357267d9ea003c37eced406fda9bce82e918a58c3722f4dd9","observation_id":"ad6a2c1f-4806-4895-b8a2-56a49d5e4176","resolution":{"observed_at":"2026-08-07T13:10:13.413805Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:10:06.927776Z","title":"J., Pizzinelli, C., Rockall, E","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":63,"source":"pdf_text","source_observed_at":"2026-08-07T13:10:06.927776Z"},"links":{"citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:23f026f1fe4195207f7fa5e2342931e715a17d881a461086404e8aa02e05908a","observation_id":"e269ec8e-69c1-44db-8b32-5482e64af8bd","resolution":{"observed_at":"2026-08-07T13:10:06.927776Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"2021.10167","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:10:19.100916Z","title":"& Schiff, D","venue":null,"work_id":"c2802a86-e70a-42f1-9d7f-80c4b37c0900","year":2021},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":64,"source":"pdf_text","source_observed_at":"2026-08-07T13:10:07.071976Z"},"links":{"citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:86efe9f342f404779f39d843488e6faffc655dc5dfe98d796c6e7d1784879989","observation_id":"4d01ad3d-eeb7-4945-83ed-fedd5246e613","resolution":{"observed_at":"2026-08-07T13:10:19.165662Z","resolver_source":"raw_fallback","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:10:22.580919Z","title":"& Stella, L","venue":null,"work_id":"329792f5-2f0c-49e1-b2ab-a2b7f30e04e8","year":2023},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":65,"source":"pdf_text","source_observed_at":"2026-08-07T13:10:07.201684Z"},"links":{"citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:79bc8551df593f8f9bb40db67e9ead476645c02da8aa904bb3823011ad26a70f","observation_id":"c3c49855-efa8-4ba7-b7ac-6f2eef9d7081","resolution":{"observed_at":"2026-08-07T13:10:22.657486Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:10:22.359071Z","title":"Losing Leverage: Employee Replaceability and Labor Market Power","venue":null,"work_id":"c139d20a-abf1-4823-9ea9-6785ed74538d","year":null},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":66,"source":"pdf_text","source_observed_at":"2026-08-07T13:10:07.334758Z"},"links":{"citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:dbebf9cf2f54c79d1786b36fc1bac1eb03944e3bce127d82af0a378b66774ce1","observation_id":"124d3f85-596e-45ff-a48e-3c7dba3cbdb5","resolution":{"observed_at":"2026-08-07T13:10:22.491638Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1093/joclec/nhad018","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":"& de Streel, A","venue":"Journal of Competition Law & Economics","work_id":"f7b1bdcb-4fd9-4e84-85a2-efcdc95e9f18","year":2024},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":67,"source":"pdf_text","source_observed_at":"2026-08-07T13:10:07.662849Z"},"links":{"citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:e38be6f92ff008e3fb5cea342f353fa739a84be3f6f5733c128fdb4a232a717c","observation_id":"1c688674-8c66-4784-8fc8-228d3f53f5f7","resolution":{"observed_at":"2026-08-07T13:10:13.109349Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:10:07.829803Z","title":"G., Whittaker, M","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":68,"source":"pdf_text","source_observed_at":"2026-08-07T13:10:07.829803Z"},"links":{"citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:ef670fd38f0b8332593473c98e1325f6777048e5f7bc3fe6a325c339fc85421c","observation_id":"017b937c-fbe0-4a68-aa60-c4d029a80c8b","resolution":{"observed_at":"2026-08-07T13:10:07.829803Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1257/jep.27.1.3","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":"& Levine, D","venue":"The Journal of Economic Perspectives","work_id":"636316fb-1809-40a2-a3b8-b48711b8e5f0","year":2013},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":69,"source":"pdf_text","source_observed_at":"2026-08-07T13:10:07.935093Z"},"links":{"citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:f024bc0ef14da06a6841ccc3a697b991a412000f9eb4e73cdd3f38264981edf7","observation_id":"cb5ec86c-809e-460e-83dd-7f8768984d0d","resolution":{"observed_at":"2026-08-07T13:10:12.687729Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:10:21.753823Z","title":"Patentability of AI-Generated Inventions: Is a Reform of the Patent System Needed? doi:10.2139/ ssrn.3168703","venue":null,"work_id":"8c63f4b0-86aa-40e0-a684-9ebf4d2e6edc","year":2018},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":70,"source":"pdf_text","source_observed_at":"2026-08-07T13:10:08.060131Z"},"links":{"citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:17c2f0e2bdae2859516cbcc1c3a7849650c1a12c12f09f5f4b7e2c8a1aec9333","observation_id":"d8f11658-31a3-44f9-a60d-5f0337b9cf90","resolution":{"observed_at":"2026-08-07T13:10:21.868712Z","resolver_source":"raw_fallback","status":"malformed_identifier"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.2139/ssrn.4434054","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":null,"venue":"SSRN Electronic Journal","work_id":"d8c97874-f29b-4981-9fcf-e1000b83c537","year":2023},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":71,"source":"pdf_text","source_observed_at":"2026-08-07T13:10:08.282377Z"},"links":{"citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:534356b820698df57a14a68797b8d94efda8aca8863844d3448dc68245799428","observation_id":"4f4ac866-0c51-46ea-b737-57d8c2534f5c","resolution":{"observed_at":"2026-08-07T13:10:12.429190Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:10:21.412174Z","title":"& Goldstein, T.A Watermark for Large Language Models in Proceedings of the 40th International Conference on Machine Learning International Conference on Machine Learning","venue":null,"work_id":"c0724d19-68d0-4285-a441-0d53d3dbedf8","year":2023},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":72,"source":"pdf_text","source_observed_at":"2026-08-07T13:10:08.399486Z"},"links":{"citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:da169cfcc75b9facc7b493461c8eada3e946f3476eebbec00461958cd07c7d13","observation_id":"00915adc-7262-4caf-84f2-3de5fda5159e","resolution":{"observed_at":"2026-08-07T13:10:21.591223Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:10:21.086165Z","title":"& Goldstein, T.Tree-Rings Watermarks: Invisible Fingerprints for Diffusion Images in Advances in Neural Information Processing Systems 36 (NeurIPS 2023) 36","venue":null,"work_id":"62470e7b-e039-4f8b-9428-fa6f0e7e1206","year":2023},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":73,"source":"pdf_text","source_observed_at":"2026-08-07T13:10:08.563033Z"},"links":{"citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:fab87f5d71402bf592b4cf75c96fa26161561efa7f721d8751732ffdf2fc18d4","observation_id":"0b0408c4-020f-4987-b723-b39561fa2694","resolution":{"observed_at":"2026-08-07T13:10:21.248188Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1016/j.cirp.2016.05.004","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":"K., Moroni, G., Vaneker, T., Fadel, G., Campbell, R","venue":"CIRP Annals","work_id":"40bd2c22-def0-4304-b247-c3720e107480","year":2016},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":74,"source":"pdf_text","source_observed_at":"2026-08-07T13:10:08.736656Z"},"links":{"citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:099990daffac9b09034f9e3d07e1ebc949a7d6e04c27c16cdfab3862eec20a88","observation_id":"091bdfb1-e264-4c41-b32f-a15b294fcedb","resolution":{"observed_at":"2026-08-07T13:10:12.048607Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1115/1.4055854","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":"A., Simpson, T","venue":"Journal of Computing and Information Science in Engineering","work_id":"7a90d68a-efd3-4b56-a20c-6842ac03255a","year":2022},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":75,"source":"pdf_text","source_observed_at":"2026-08-07T13:10:08.895311Z"},"links":{"citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:8f49363073e7d6d1718ac269f143957551577cd9bdf1b0faba8547c0e55ee120","observation_id":"3f4503df-7fe8-4d0b-86af-0cf95166124d","resolution":{"observed_at":"2026-08-07T13:10:11.739926Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2004.07213","last_updated":"2020-04-20T19:10:58Z","snapshot_observed_at":"2026-08-08T06:44:34.550459Z","submitted_at":"2020-04-15T17:15:35Z","title":"Toward Trustworthy AI Development: Mechanisms for Supporting Verifiable Claims","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2004.07213","snapshot_observed_at":"2026-08-07T13:10:09.084298Z","title":"W., Hooker, S., Leung, J., Trask, A., Bluemke, E., Lebensold, J., O’Keefe, C., Koren, M., Ryffel, T., Rubinovitz, J","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":76,"source":"pdf_text","source_observed_at":"2026-08-07T13:10:09.084298Z"},"links":{"cited_paper":"/paper/2004.07213","citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:a822e4c5ff6b6c4fa32c0675d283f99d61e6ac1c56e10e65e67ebeb91c618de5","observation_id":"f4a35b59-8f61-404b-9d08-1aa2106c33fc","resolution":{"observed_at":"2026-08-07T13:10:09.084298Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:10:09.260721Z","title":"J., Mackworth, A","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":77,"source":"pdf_text","source_observed_at":"2026-08-07T13:10:09.260721Z"},"links":{"citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:2553364e6a882eb27223beacbb35ea6c8c861139506d49e4536467e88cf7a7f9","observation_id":"08d8cef6-df82-4619-8e73-26ee113ba9a8","resolution":{"observed_at":"2026-08-07T13:10:09.260721Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:10:09.455214Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":78,"source":"pdf_text","source_observed_at":"2026-08-07T13:10:09.455214Z"},"links":{"citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:eda8c6a01eede82c0eccc2c310482bc73d3b7e794f30fed7f6e4caf0d06e67c3","observation_id":"3b35a50a-3787-4733-8615-f7e9f6567ebc","resolution":{"observed_at":"2026-08-07T13:10:09.455214Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2108.12427","last_updated":"2021-08-31T12:49:31Z","snapshot_observed_at":"2026-08-13T04:15:09.719590Z","submitted_at":"2021-08-28T19:41:22Z","title":"Why and How Governments Should Monitor AI Development","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2108.12427","snapshot_observed_at":"2026-08-07T13:10:09.638530Z","title":"& Clark, J","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":79,"source":"pdf_text","source_observed_at":"2026-08-07T13:10:09.638530Z"},"links":{"cited_paper":"/paper/2108.12427","citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:3ae2ce1d769ccfa781b1f74ff0fdbb77e682a8f748a28ed5226d8f0273f0f0b7","observation_id":"b29cb7bc-f259-48e1-8851-ca1201f47789","resolution":{"observed_at":"2026-08-07T13:10:09.638530Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2311.10538","last_updated":"2023-12-03T13:18:09Z","snapshot_observed_at":"2026-08-13T05:23:09.778338Z","submitted_at":"2023-11-17T14:06:05Z","title":"Testing Language Model Agents Safely in the Wild","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2311.10538","snapshot_observed_at":"2026-08-07T13:10:09.867785Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":80,"source":"pdf_text","source_observed_at":"2026-08-07T13:10:09.867785Z"},"links":{"cited_paper":"/paper/2311.10538","citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:e07c345d5abae366a29cbd8162c52cb5e1cd1363947bf3b073f79fcc65236644","observation_id":"b2304751-814a-4553-ac26-ca36ea2381b9","resolution":{"observed_at":"2026-08-07T13:10:09.867785Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2209.07858","last_updated":"2022-11-22T19:12:57Z","snapshot_observed_at":"2026-08-13T10:17:00.791443Z","submitted_at":"2022-08-23T23:37:14Z","title":"Red Teaming Language Models to Reduce Harms: Methods, Scaling Behaviors, and Lessons Learned","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2209.07858","snapshot_observed_at":"2026-08-07T13:10:10.022107Z","title":"& Clark, J","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":81,"source":"pdf_text","source_observed_at":"2026-08-07T13:10:10.022107Z"},"links":{"cited_paper":"/paper/2209.07858","citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:da99da86bac6811e840da822e740a8b453af0261987c00ebb1a5b9851990a784","observation_id":"237f7ded-ac86-4837-b4d1-91a8a9db11f5","resolution":{"observed_at":"2026-08-07T13:10:10.022107Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:10:10.153783Z","title":"& Papernot, N","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":82,"source":"pdf_text","source_observed_at":"2026-08-07T13:10:10.153783Z"},"links":{"citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:c46f97294af69fbde3887584d8a98b16e8e30668b892d010688ae1223e16e7fb","observation_id":"cf3db78c-3065-484e-a185-f8d1dca25e7c","resolution":{"observed_at":"2026-08-07T13:10:10.153783Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1807.06732","last_updated":"2018-07-20T01:57:37Z","snapshot_observed_at":"2026-08-03T00:10:21.477247Z","submitted_at":"2018-07-18T01:17:27Z","title":"Motivating the Rules of the Game for Adversarial Example Research","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1807.06732","snapshot_observed_at":"2026-08-07T13:10:10.315516Z","title":"P., Goodfellow, I., Andersen, D","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":83,"source":"pdf_text","source_observed_at":"2026-08-07T13:10:10.315516Z"},"links":{"cited_paper":"/paper/1807.06732","citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:c819940404e71dea647a24e774bd69c826e6b15259f272cb49de05c64d29ea4b","observation_id":"a94ef62a-cc87-4ccb-ae42-c27ceef6f316","resolution":{"observed_at":"2026-08-07T13:10:10.315516Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2310.11986","last_updated":"2023-10-31T18:23:32Z","snapshot_observed_at":"2026-08-13T05:46:50.583706Z","submitted_at":"2023-10-18T14:13:58Z","title":"Sociotechnical Safety Evaluation of Generative AI Systems","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2310.11986","snapshot_observed_at":"2026-08-07T13:10:10.410364Z","title":"A., Mateos-Garcia, J., Bergman, S., Kay, J., Griffin, C., Bariach, B., Gabriel, I., Rieser, V","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":84,"source":"pdf_text","source_observed_at":"2026-08-07T13:10:10.410364Z"},"links":{"cited_paper":"/paper/2310.11986","citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:522cc18aa9486c42013d2488df6cd6e545e95d38f0b0786f2ba34f39b7e65cd8","observation_id":"5e3aa3ad-0c47-40ba-a0bf-faabe08d691b","resolution":{"observed_at":"2026-08-07T13:10:10.410364Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:10:20.755457Z","title":"F., Leike, J., Brown, T., Martic, M., Legg, S","venue":null,"work_id":"a4a5e948-542d-4287-97f7-30d73b0f0f4e","year":2017},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":85,"source":"pdf_text","source_observed_at":"2026-08-07T13:10:10.547981Z"},"links":{"citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:f6a01e6f1d4d8344bd599e048307ff1413fa4d2ffc48d9c5f27d97623cb62711","observation_id":"326d113b-525c-478e-999c-80dbc8a06b98","resolution":{"observed_at":"2026-08-07T13:10:20.916688Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:10:10.710106Z","title":null,"venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":86,"source":"pdf_text","source_observed_at":"2026-08-07T13:10:10.710106Z"},"links":{"citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:0169c6b42ef397e5095085d8fbf40300b52133542932273f89c318fba38eb172","observation_id":"577bf642-927f-4f98-b739-dc8665cd3300","resolution":{"observed_at":"2026-08-07T13:10:10.710106Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:10:10.916796Z","title":"W., Wallach, H., III, H","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":87,"source":"pdf_text","source_observed_at":"2026-08-07T13:10:10.916796Z"},"links":{"citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:f4bf46888fd5f164845e256bc6ecf97c9c491a935bc39bc609d995b7470d5389","observation_id":"9aa5b70f-baad-4d78-8886-21ea77cbf559","resolution":{"observed_at":"2026-08-07T13:10:10.916796Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2307.15217","last_updated":"2023-09-11T17:25:24Z","snapshot_observed_at":"2026-08-03T19:11:09.671782Z","submitted_at":"2023-07-27T22:29:25Z","title":"Open Problems and Fundamental Limitations of Reinforcement Learning from Human Feedback","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2307.15217","snapshot_observed_at":"2026-08-07T13:10:11.081752Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":88,"source":"pdf_text","source_observed_at":"2026-08-07T13:10:11.081752Z"},"links":{"cited_paper":"/paper/2307.15217","citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:acf8da00d602c8547b386a42029e2f75cb407bb21bcb64e5d7d3db766b335c87","observation_id":"aaebfc88-f326-44ee-abbd-07aab08942f9","resolution":{"observed_at":"2026-08-07T13:10:11.081752Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:10:11.238628Z","title":"B., Mironov, I., Talwar, K","venue":null,"work_id":null,"year":2016},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":89,"source":"pdf_text","source_observed_at":"2026-08-07T13:10:11.238628Z"},"links":{"citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:134c92649631c9f02f56205bb0252a9ea626cf36cd43fdae71ecd244aabf14c7","observation_id":"ac5f42a5-69c3-4fab-9d98-191aeb9718aa","resolution":{"observed_at":"2026-08-07T13:10:11.238628Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:10:22.017389Z","title":null,"venue":null,"work_id":"0d24ab8b-5019-4e48-8111-a30c6737715f","year":2023},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":90,"source":"pdf_text","source_observed_at":"2026-08-07T13:10:07.486181Z"},"links":{"citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:d56d02bcd481dd93a5911b8db5bcc53a79213cadf947427c095ce3ef09129c3f","observation_id":"2f09b879-4b94-413d-8a88-0593c054c774","resolution":{"observed_at":"2026-08-07T13:10:22.203138Z","resolver_source":"raw_fallback","status":"parse_uncertain"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:10:20.515317Z","title":"Energy System Design","venue":null,"work_id":"0b53d257-1e5a-4cdf-a2f8-5ea6dbfca48d","year":2019},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":93,"source":"pdf_text","source_observed_at":"2026-08-07T13:10:11.436762Z"},"links":{"citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:2afe46654bd6a480bd1af635f6dcb1d67b5e25e734c4b8a9d02db1ef7608d391","observation_id":"9ad74c99-2aa6-4731-a637-0f630b129aa5","resolution":{"observed_at":"2026-08-07T13:10:20.604817Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:10:05.647669Z","title":null,"venue":null,"work_id":null,"year":1996},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":5546,"source":"pdf_text","source_observed_at":"2026-08-07T13:10:05.647669Z"},"links":{"citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:db78747f4a45e5472a70e1ceb3862602f2a0fc95d170f792382256460b821038","observation_id":"48d90824-a50b-410f-b2f8-c8bf2a6011a2","resolution":{"observed_at":"2026-08-07T13:10:05.647669Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1038/s42256-022-00440-4","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":null,"venue":"Nature Machine Intelligence","work_id":"2685772b-f85d-45ef-8a20-993e795ca61b","year":2022},"citing_paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation","version":1},"reference_index":5839,"source":"pdf_text","source_observed_at":"2026-08-07T13:10:01.016426Z"},"links":{"citing_paper":"/paper/2506.00047"},"observation_digest":"sha256:6c17d675a84f8be56f8afacab4d1a08298ea8eeb31704de4d4a31f4db3eb4799","observation_id":"24c21166-ec36-49c3-8203-ba881c644e8a","resolution":{"observed_at":"2026-08-07T13:10:17.726034Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2506.00047","last_updated":"2025-05-28T16:52:44Z","latest_version":1,"primary_category":"cs.CY","snapshot_observed_at":"2026-08-07T13:01:23.937258Z","submitted_at":"2025-05-28T16:52:44Z","title":"Risks of AI-driven product development and strategies for their mitigation"},"reference_resolution":{"displayed":93,"state_counts":{"malformed_identifier":5,"metadata_mismatch":2,"parse_uncertain":1,"unresolved":57,"verified_exact":21,"verified_fuzzy":7},"total_outbound_references":93},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"thesis":"As of 13 August 2026, this Paper Citation Record lists 93 of 93 outbound references and 1 inbound Pith citation observation for arXiv:2506.00047."}