{"as_of":"2026-08-15T16:51:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:c456952c072e1bb1c4e3f862de2deee3f2abc2b94aa08b6eae06b4b9be23a7fb","coverage":[{"denominator":59,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":59,"source":"paper_references, paper_reference_links","source_observed_at":"2026-07-03T09:07:47.454921Z","state":"measured"},{"denominator":59,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":59,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-15T06:32:42.880941+00:00","state":"measured"},{"denominator":0,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"cited_works","source_observed_at":null,"state":"measured"}],"external_citation_measurements":[],"inbound":[],"links":{"evidence":"/evidence","html":"/paper/2607.01904/citation-record","integrity":"/paper/2607.01904/integrity","json":"/paper/2607.01904/citation-record.json","paper":"/paper/2607.01904"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-05T10:10:54.631024Z","title":"2025 Stack Overflow developer survey: AI,","venue":null,"work_id":"d00f5f00-464d-475e-88da-4ac69ccc09c4","year":2025},"citing_paper":{"arxiv_id":"2607.01904","last_updated":"2026-07-02T09:03:32Z","snapshot_observed_at":"2026-08-15T10:11:07.779317Z","submitted_at":"2026-07-02T09:03:32Z","title":"AI Writes Faster Than Humans Can Review: A Longitudinal Study of an Enterprise 2x Mandate","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-07-03T09:07:47.454921Z"},"links":{"citing_paper":"/paper/2607.01904"},"observation_digest":"sha256:290c21d5b8d254dfa50c4722ef110bb1f14c0ebc096fcbad7b74a2e72fe3f86f","observation_id":"858ec6ba-c985-4398-a3a1-ac887d1085b8","resolution":{"observed_at":"2026-07-05T10:10:54.632270Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-07-05T10:10:54.632988Z","title":"2025 DORA state of AI-assisted software development report,","venue":null,"work_id":"16392982-ea5e-4b1a-bd92-c06f314f114a","year":2025},"citing_paper":{"arxiv_id":"2607.01904","last_updated":"2026-07-02T09:03:32Z","snapshot_observed_at":"2026-08-15T10:11:07.779317Z","submitted_at":"2026-07-02T09:03:32Z","title":"AI Writes Faster Than Humans Can Review: A Longitudinal Study of an Enterprise 2x Mandate","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-07-03T09:07:47.454921Z"},"links":{"citing_paper":"/paper/2607.01904"},"observation_digest":"sha256:3ad8475f241e4ddb55e2c4ab4647ee60eda8763694305f9e73e6ef291e25f77b","observation_id":"91f384d9-c54e-49b0-8148-9badc23ac6fd","resolution":{"observed_at":"2026-07-05T10:10:54.634421Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-07-05T10:10:54.635012Z","title":"Shopify CEO says staffers need to prove jobs can’t be done by AI before asking for more headcount,","venue":null,"work_id":"2e95a382-1600-43be-80fc-9b50aca0522f","year":2025},"citing_paper":{"arxiv_id":"2607.01904","last_updated":"2026-07-02T09:03:32Z","snapshot_observed_at":"2026-08-15T10:11:07.779317Z","submitted_at":"2026-07-02T09:03:32Z","title":"AI Writes Faster Than Humans Can Review: A Longitudinal Study of an Enterprise 2x Mandate","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-07-03T09:07:47.454921Z"},"links":{"citing_paper":"/paper/2607.01904"},"observation_digest":"sha256:f53434cd650ab5377b828347ef7a0321ef3cabbcc3c6121b6564b9bfbd9a4c15","observation_id":"0609ea70-81f2-4441-8272-fe30516e3001","resolution":{"observed_at":"2026-07-05T10:10:54.636493Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-07-05T10:10:54.639101Z","title":"Coinbase CEO urged engineers to use AI—then shocked them by firing those who wouldn’t,","venue":null,"work_id":"d89b94a6-3f59-4337-b50b-0dbd71b3eeb7","year":2025},"citing_paper":{"arxiv_id":"2607.01904","last_updated":"2026-07-02T09:03:32Z","snapshot_observed_at":"2026-08-15T10:11:07.779317Z","submitted_at":"2026-07-02T09:03:32Z","title":"AI Writes Faster Than Humans Can Review: A Longitudinal Study of an Enterprise 2x Mandate","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-07-03T09:07:47.454921Z"},"links":{"citing_paper":"/paper/2607.01904"},"observation_digest":"sha256:72e10c83faec710a53ce59a49d88fb26cddad999a0843cdc477dd85408020794","observation_id":"bd83aa8c-5073-4270-95d4-0877c132121b","resolution":{"observed_at":"2026-07-05T10:10:54.640262Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2302.06590","last_updated":"2023-02-13T18:42:46Z","snapshot_observed_at":"2026-08-13T12:29:10.184747Z","submitted_at":"2023-02-13T18:42:46Z","title":"The Impact of AI on Developer Productivity: Evidence from GitHub Copilot","version":1},"cited_work":{"arxiv_id":"2302.06590","doi":"10.1109/ms.2025.3538670","metadata_source":"pith","pith_arxiv_id":"2302.06590","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"The Impact of AI on Developer Productivity: Evidence from GitHub Copilot","venue":"cs.SE","work_id":"7f89ae26-7a6c-40db-a996-38815f00ce42","year":2023},"citing_paper":{"arxiv_id":"2607.01904","last_updated":"2026-07-02T09:03:32Z","snapshot_observed_at":"2026-08-15T10:11:07.779317Z","submitted_at":"2026-07-02T09:03:32Z","title":"AI Writes Faster Than Humans Can Review: A Longitudinal Study of an Enterprise 2x Mandate","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-07-03T09:07:47.454921Z"},"links":{"cited_paper":"/paper/2302.06590","citing_paper":"/paper/2607.01904"},"observation_digest":"sha256:a97fbbc80cde6c7891f02844db8ec5e199e799c753d64f016baf0a68c1f8151f","observation_id":"e30c6f0c-b510-4683-8a8b-1a082fc50a8b","resolution":{"observed_at":"2026-07-03T09:17:48.337873Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-07-05T10:10:54.628329Z","title":"The effects of generative AI on high-skilled work: Evidence from three field experiments with software developers,","venue":null,"work_id":"4337d54e-db26-4ef4-b4e2-f474bed519a0","year":2026},"citing_paper":{"arxiv_id":"2607.01904","last_updated":"2026-07-02T09:03:32Z","snapshot_observed_at":"2026-08-15T10:11:07.779317Z","submitted_at":"2026-07-02T09:03:32Z","title":"AI Writes Faster Than Humans Can Review: A Longitudinal Study of an Enterprise 2x Mandate","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-07-03T09:07:47.454921Z"},"links":{"citing_paper":"/paper/2607.01904"},"observation_digest":"sha256:33e3b4eab29e8e4c76472317937e89002fa9e99aa3d99bc50415770199a5f97b","observation_id":"9b4dde2b-9e9d-4df9-ac89-da97c123a757","resolution":{"observed_at":"2026-07-05T10:10:54.630250Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-07-05T10:10:54.622650Z","title":"How much does AI impact development speed? An enterprise- based randomized controlled trial,","venue":null,"work_id":"a34b6603-cca3-4250-9bc1-2d6bfdabf61a","year":2025},"citing_paper":{"arxiv_id":"2607.01904","last_updated":"2026-07-02T09:03:32Z","snapshot_observed_at":"2026-08-15T10:11:07.779317Z","submitted_at":"2026-07-02T09:03:32Z","title":"AI Writes Faster Than Humans Can Review: A Longitudinal Study of an Enterprise 2x Mandate","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-07-03T09:07:47.454921Z"},"links":{"citing_paper":"/paper/2607.01904"},"observation_digest":"sha256:afec9359dd85ff606a7ee3afb1c21e24ba579c23e886ba8cd24e4331cc63eea3","observation_id":"d46e97f2-62cc-4cac-ad18-f4d758fc1986","resolution":{"observed_at":"2026-07-05T10:10:54.623926Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2507.09089","last_updated":"2025-07-25T00:43:07Z","snapshot_observed_at":"2026-08-15T10:22:55.094062Z","submitted_at":"2025-07-12T00:16:33Z","title":"Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity","version":2},"cited_work":{"arxiv_id":"2507.09089","doi":"10.48550/arxiv.2507.09089","metadata_source":"pith","pith_arxiv_id":"2507.09089","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"ArXiv , year=","venue":"cs.AI","work_id":"5cc62c11-dd1e-43cc-83ff-88186859b97d","year":2025},"citing_paper":{"arxiv_id":"2607.01904","last_updated":"2026-07-02T09:03:32Z","snapshot_observed_at":"2026-08-15T10:11:07.779317Z","submitted_at":"2026-07-02T09:03:32Z","title":"AI Writes Faster Than Humans Can Review: A Longitudinal Study of an Enterprise 2x Mandate","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-07-03T09:07:47.454921Z"},"links":{"cited_paper":"/paper/2507.09089","citing_paper":"/paper/2607.01904"},"observation_digest":"sha256:c231ad111cd967376ebe4cd2c9bfebfe2018455dc16a1fbe9bcb1980b544452b","observation_id":"4184c1a6-a563-41ce-9cb6-0d9eaf27690c","resolution":{"observed_at":"2026-07-03T09:17:48.349805Z","resolver_source":"arxiv_id","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-07-15T00:22:25.637155+00:00","source":"crossref_status_cache"},{"observed_at":"2026-07-15T00:22:25.637155+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2509.20353","last_updated":"2026-01-28T14:17:12Z","snapshot_observed_at":"2026-08-11T01:03:28.610708Z","submitted_at":"2025-09-24T17:55:56Z","title":"Developer Productivity With and Without GitHub Copilot: A Longitudinal Mixed-Methods Case Study","version":2},"cited_work":{"arxiv_id":"2509.20353","doi":"10.48550/arxiv.2509.20353","metadata_source":"pith","pith_arxiv_id":"2509.20353","snapshot_observed_at":"2026-08-05T02:49:54.815029Z","title":"Developer Productivity With and Without GitHub Copilot: A Longitudinal Mixed-Methods Case Study","venue":"cs.SE","work_id":"533e659e-4e66-4860-ae9a-762fac2cb862","year":2025},"citing_paper":{"arxiv_id":"2607.01904","last_updated":"2026-07-02T09:03:32Z","snapshot_observed_at":"2026-08-15T10:11:07.779317Z","submitted_at":"2026-07-02T09:03:32Z","title":"AI Writes Faster Than Humans Can Review: A Longitudinal Study of an Enterprise 2x Mandate","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-07-03T09:07:47.454921Z"},"links":{"cited_paper":"/paper/2509.20353","citing_paper":"/paper/2607.01904"},"observation_digest":"sha256:4a8be3caa464c358b40bc47317c4a2e5133c4fd195242ccb83228c9d640eecd2","observation_id":"4e542afb-235c-4ede-b34e-a6531b4b54bb","resolution":{"observed_at":"2026-07-03T09:17:48.356185Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-05-25T14:54:01.95157+00:00","source":"crossref_status_cache"},{"observed_at":"2026-05-25T14:54:01.95157+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2606.00438","last_updated":"2026-05-30T00:09:51Z","snapshot_observed_at":"2026-07-06T23:41:10.825760Z","submitted_at":"2026-05-30T00:09:51Z","title":"GitHub Copilot and Developer Productivity: An Observational Dose-Response Analysis","version":1},"cited_work":{"arxiv_id":"2606.00438","doi":null,"metadata_source":"pith","pith_arxiv_id":"2606.00438","snapshot_observed_at":"2026-07-03T09:17:48.357471Z","title":"GitHub Copilot and Developer Productivity: An Observational Dose-Response Analysis","venue":"cs.SE","work_id":"b034fd05-0936-45b1-920f-8fada0b209c7","year":2026},"citing_paper":{"arxiv_id":"2607.01904","last_updated":"2026-07-02T09:03:32Z","snapshot_observed_at":"2026-08-15T10:11:07.779317Z","submitted_at":"2026-07-02T09:03:32Z","title":"AI Writes Faster Than Humans Can Review: A Longitudinal Study of an Enterprise 2x Mandate","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-07-03T09:07:47.454921Z"},"links":{"cited_paper":"/paper/2606.00438","citing_paper":"/paper/2607.01904"},"observation_digest":"sha256:3c5d7f9d7a3c4fa5ddbdc9b3a0f390ca3ee51cb0547982646e897a00916134d0","observation_id":"7de0cb5e-4d36-4484-b45c-a73113cfb503","resolution":{"observed_at":"2026-07-03T09:17:48.358875Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-07-05T10:10:54.604974Z","title":"‘Maybe We Need Some More Examples:’ Individual and Team Drivers of Developer GenAI Tool Use,","venue":null,"work_id":"b8109915-7124-495a-802d-0bf2b4b89ce3","year":2026},"citing_paper":{"arxiv_id":"2607.01904","last_updated":"2026-07-02T09:03:32Z","snapshot_observed_at":"2026-08-15T10:11:07.779317Z","submitted_at":"2026-07-02T09:03:32Z","title":"AI Writes Faster Than Humans Can Review: A Longitudinal Study of an Enterprise 2x Mandate","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-07-03T09:07:47.454921Z"},"links":{"citing_paper":"/paper/2607.01904"},"observation_digest":"sha256:bc1bbb75186407052e1ff9bde1bf69a9088d73bb5f8812385591e4bbe92eceb2","observation_id":"0dd93073-fd02-4791-adbd-47cde05999a8","resolution":{"observed_at":"2026-07-05T10:10:54.606533Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-07-05T10:10:54.607429Z","title":"Public memo announcing an organization-wide AI productivity mandate (a2×goal),","venue":null,"work_id":"168a39c5-af43-4407-b664-b1d3b4a885ba","year":2025},"citing_paper":{"arxiv_id":"2607.01904","last_updated":"2026-07-02T09:03:32Z","snapshot_observed_at":"2026-08-15T10:11:07.779317Z","submitted_at":"2026-07-02T09:03:32Z","title":"AI Writes Faster Than Humans Can Review: A Longitudinal Study of an Enterprise 2x Mandate","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-07-03T09:07:47.454921Z"},"links":{"citing_paper":"/paper/2607.01904"},"observation_digest":"sha256:c24a8a885d2ddddda3476db8b6ba639731651019c8e72eb13576f5f2cccf2e0e","observation_id":"2369ac1b-8332-46c7-8273-6c2ed116a568","resolution":{"observed_at":"2026-07-05T10:10:54.612567Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-07-05T10:10:54.613386Z","title":"Guidelines for conducting and re- porting case study research in software engineering,","venue":null,"work_id":"b8ed9bd2-1008-4c88-a7df-acaa1950a737","year":2009},"citing_paper":{"arxiv_id":"2607.01904","last_updated":"2026-07-02T09:03:32Z","snapshot_observed_at":"2026-08-15T10:11:07.779317Z","submitted_at":"2026-07-02T09:03:32Z","title":"AI Writes Faster Than Humans Can Review: A Longitudinal Study of an Enterprise 2x Mandate","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-07-03T09:07:47.454921Z"},"links":{"citing_paper":"/paper/2607.01904"},"observation_digest":"sha256:3658c91cc789f2a2335eee419032ad0f8190065667d5bd414491044c641c0835","observation_id":"10a8bc64-2ec8-4883-9e0b-d50b4c1ceffd","resolution":{"observed_at":"2026-07-05T10:10:54.614947Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-07-05T10:10:54.615731Z","title":"Revisiting event-study designs: robust and efficient estimation,","venue":null,"work_id":"e4e3d23f-f79b-4fdb-be52-822a5515273b","year":2024},"citing_paper":{"arxiv_id":"2607.01904","last_updated":"2026-07-02T09:03:32Z","snapshot_observed_at":"2026-08-15T10:11:07.779317Z","submitted_at":"2026-07-02T09:03:32Z","title":"AI Writes Faster Than Humans Can Review: A Longitudinal Study of an Enterprise 2x Mandate","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-07-03T09:07:47.454921Z"},"links":{"citing_paper":"/paper/2607.01904"},"observation_digest":"sha256:2a0b083dffceccdb1b3e353cb3f6c4bc86e41deebf59af12100115b4de163643","observation_id":"4b452890-e43a-4071-9f39-acaea8d04b4d","resolution":{"observed_at":"2026-07-05T10:10:54.617235Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-07-05T10:10:54.620231Z","title":"What’s trending in difference-in-differences? A synthesis of the recent econometrics literature,","venue":null,"work_id":"c4e15040-6928-4364-b72e-dafbe1e66a45","year":2023},"citing_paper":{"arxiv_id":"2607.01904","last_updated":"2026-07-02T09:03:32Z","snapshot_observed_at":"2026-08-15T10:11:07.779317Z","submitted_at":"2026-07-02T09:03:32Z","title":"AI Writes Faster Than Humans Can Review: A Longitudinal Study of an Enterprise 2x Mandate","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-07-03T09:07:47.454921Z"},"links":{"citing_paper":"/paper/2607.01904"},"observation_digest":"sha256:60e4bc78f8711eebb03fc002b01aaab37cfcf7c88075c88218a183c73d6f412e","observation_id":"0b0ee56e-41a4-4375-acfa-5ffdb4a8dfe3","resolution":{"observed_at":"2026-07-05T10:10:54.622035Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-07-05T10:10:54.602440Z","title":"Speed at the cost of quality: How Cursor AI increases short-term velocity and long-term complexity in open-source projects,","venue":null,"work_id":"9e98df8d-8b38-4121-ad8b-34813fb4e802","year":2026},"citing_paper":{"arxiv_id":"2607.01904","last_updated":"2026-07-02T09:03:32Z","snapshot_observed_at":"2026-08-15T10:11:07.779317Z","submitted_at":"2026-07-02T09:03:32Z","title":"AI Writes Faster Than Humans Can Review: A Longitudinal Study of an Enterprise 2x Mandate","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-07-03T09:07:47.454921Z"},"links":{"citing_paper":"/paper/2607.01904"},"observation_digest":"sha256:e83565e38f44a94fedfc44f8c5d66ec24924f255b1b1600776f90b28affd0693","observation_id":"4d5f20e6-092f-4daa-b04a-1d53665ebd36","resolution":{"observed_at":"2026-07-05T10:10:54.604023Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-07-05T10:10:54.599843Z","title":"The SPACE of developer produc- tivity,","venue":null,"work_id":"e571a8fa-ea89-4360-864d-288c0c48e615","year":2021},"citing_paper":{"arxiv_id":"2607.01904","last_updated":"2026-07-02T09:03:32Z","snapshot_observed_at":"2026-08-15T10:11:07.779317Z","submitted_at":"2026-07-02T09:03:32Z","title":"AI Writes Faster Than Humans Can Review: A Longitudinal Study of an Enterprise 2x Mandate","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-07-03T09:07:47.454921Z"},"links":{"citing_paper":"/paper/2607.01904"},"observation_digest":"sha256:86c50d6b2a7061c019da2868edc8cae1604f50092cdbe4a8c79b0ab8dab9f431","observation_id":"f9d8e135-3de4-45b4-bcc6-d6821ff86059","resolution":{"observed_at":"2026-07-05T10:10:54.601362Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-07-05T10:10:54.618070Z","title":"Is GitHub Copilot a substitute for human pair- programming? An empirical study,","venue":null,"work_id":"b41f037f-4029-4d85-845c-0ae3382bf013","year":2022},"citing_paper":{"arxiv_id":"2607.01904","last_updated":"2026-07-02T09:03:32Z","snapshot_observed_at":"2026-08-15T10:11:07.779317Z","submitted_at":"2026-07-02T09:03:32Z","title":"AI Writes Faster Than Humans Can Review: A Longitudinal Study of an Enterprise 2x Mandate","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-07-03T09:07:47.454921Z"},"links":{"citing_paper":"/paper/2607.01904"},"observation_digest":"sha256:c39ddd975cbddf07d0bec71d9ceb02dc0d7049bfb0fb321148b408c6e2bdc141","observation_id":"9cd0562d-5989-4a12-8e4e-6eaabe33f770","resolution":{"observed_at":"2026-07-05T10:10:54.619598Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-07-05T10:10:54.645168Z","title":"Expectation vs. experience: Evaluating the usability of code generation tools powered by large language models,","venue":null,"work_id":"c92c8580-ab01-4e9e-b29a-98e6bd5da4d3","year":2022},"citing_paper":{"arxiv_id":"2607.01904","last_updated":"2026-07-02T09:03:32Z","snapshot_observed_at":"2026-08-15T10:11:07.779317Z","submitted_at":"2026-07-02T09:03:32Z","title":"AI Writes Faster Than Humans Can Review: A Longitudinal Study of an Enterprise 2x Mandate","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-07-03T09:07:47.454921Z"},"links":{"citing_paper":"/paper/2607.01904"},"observation_digest":"sha256:6c8bc2df2473ea4b4d63991f5f86b84393dcee312f77fbbffdb09186a787e2fb","observation_id":"d39a6287-6615-49fb-94e0-1fdb1a9e5943","resolution":{"observed_at":"2026-07-05T10:10:54.646738Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2410.02091","last_updated":"2026-08-13T01:40:52Z","snapshot_observed_at":"2026-08-15T16:15:52.449444Z","submitted_at":"2024-10-02T23:26:10Z","title":"The Impact of Generative AI on Collaborative Open-Source Software Development: Evidence from GitHub Copilot","version":4},"cited_work":{"arxiv_id":"2410.02091","doi":null,"metadata_source":"pith","pith_arxiv_id":"2410.02091","snapshot_observed_at":"2026-07-11T03:57:46.536430Z","title":"The Impact of Generative AI on Collaborative Open-Source Software Development: Evidence from GitHub Copilot","venue":"cs.SE","work_id":"9d508a05-f858-4dbd-8048-a3f161a7c1d5","year":2024},"citing_paper":{"arxiv_id":"2607.01904","last_updated":"2026-07-02T09:03:32Z","snapshot_observed_at":"2026-08-15T10:11:07.779317Z","submitted_at":"2026-07-02T09:03:32Z","title":"AI Writes Faster Than Humans Can Review: A Longitudinal Study of an Enterprise 2x Mandate","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-07-03T09:07:47.454921Z"},"links":{"cited_paper":"/paper/2410.02091","citing_paper":"/paper/2607.01904"},"observation_digest":"sha256:4925d11f56458302dc10ee8ff5e78762072d19f7e2893dd294e8d48088bc9136","observation_id":"9734a444-c9c0-430e-81c1-39a7fcd1ea30","resolution":{"observed_at":"2026-07-03T09:17:48.355449Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-07-05T10:10:54.590130Z","title":"Generative AI and the nature of work,","venue":null,"work_id":"53a49fd8-1283-4b19-9fe8-84f8e610fc4d","year":2025},"citing_paper":{"arxiv_id":"2607.01904","last_updated":"2026-07-02T09:03:32Z","snapshot_observed_at":"2026-08-15T10:11:07.779317Z","submitted_at":"2026-07-02T09:03:32Z","title":"AI Writes Faster Than Humans Can Review: A Longitudinal Study of an Enterprise 2x Mandate","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-07-03T09:07:47.454921Z"},"links":{"citing_paper":"/paper/2607.01904"},"observation_digest":"sha256:2fcc679376aed7e566dd03f4efc22a951a3afd2a361c66d1121f609dd38909d3","observation_id":"5944b4f3-8f28-462f-96c8-46ff9cf2e05d","resolution":{"observed_at":"2026-07-05T10:10:54.591374Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-07-05T10:10:54.583753Z","title":"Who is using AI to code? Global diffusion and impact of generative AI,","venue":null,"work_id":"4a1f2b22-2da3-4a8d-a83e-bafa7f218dd5","year":2026},"citing_paper":{"arxiv_id":"2607.01904","last_updated":"2026-07-02T09:03:32Z","snapshot_observed_at":"2026-08-15T10:11:07.779317Z","submitted_at":"2026-07-02T09:03:32Z","title":"AI Writes Faster Than Humans Can Review: A Longitudinal Study of an Enterprise 2x Mandate","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-07-03T09:07:47.454921Z"},"links":{"citing_paper":"/paper/2607.01904"},"observation_digest":"sha256:d13cccb92b047c9fcd76fdac39bea066e13c55d7a3f19625e8df248076c60034","observation_id":"cc609371-c0d8-4d44-b09e-2e723dca3be6","resolution":{"observed_at":"2026-07-05T10:10:54.585176Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-07-05T10:10:54.586013Z","title":"AI raises the productivity bar,","venue":null,"work_id":"b4f2a791-07dd-4afb-8dee-daf274334ecd","year":2026},"citing_paper":{"arxiv_id":"2607.01904","last_updated":"2026-07-02T09:03:32Z","snapshot_observed_at":"2026-08-15T10:11:07.779317Z","submitted_at":"2026-07-02T09:03:32Z","title":"AI Writes Faster Than Humans Can Review: A Longitudinal Study of an Enterprise 2x Mandate","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-07-03T09:07:47.454921Z"},"links":{"citing_paper":"/paper/2607.01904"},"observation_digest":"sha256:4e0f5bf0603600386e190458d12492437036a19739aa22dbfa5ce59f59ca3e96","observation_id":"24ae7e98-6760-45bf-8f19-f2556fef85d9","resolution":{"observed_at":"2026-07-05T10:10:54.587569Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-07-05T10:10:54.640930Z","title":"AI IDEs or autonomous agents? Measuring the Impact of Coding Agents on Software Development,","venue":null,"work_id":"bee26e7f-5184-4930-a537-d1dc20c2563b","year":2026},"citing_paper":{"arxiv_id":"2607.01904","last_updated":"2026-07-02T09:03:32Z","snapshot_observed_at":"2026-08-15T10:11:07.779317Z","submitted_at":"2026-07-02T09:03:32Z","title":"AI Writes Faster Than Humans Can Review: A Longitudinal Study of an Enterprise 2x Mandate","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-07-03T09:07:47.454921Z"},"links":{"citing_paper":"/paper/2607.01904"},"observation_digest":"sha256:3dd8859b81559a2bb5ae5f107393045575516d6c973a057ff1c5c825e55eec50","observation_id":"5f5318c1-6b7e-40c3-a42d-1e8cc8335554","resolution":{"observed_at":"2026-07-05T10:10:54.644509Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-07-05T10:10:54.637111Z","title":"AI agents and higher-order work,","venue":null,"work_id":"0f158f74-c4b3-4a9b-b1ff-7dc3a046fa56","year":2026},"citing_paper":{"arxiv_id":"2607.01904","last_updated":"2026-07-02T09:03:32Z","snapshot_observed_at":"2026-08-15T10:11:07.779317Z","submitted_at":"2026-07-02T09:03:32Z","title":"AI Writes Faster Than Humans Can Review: A Longitudinal Study of an Enterprise 2x Mandate","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-07-03T09:07:47.454921Z"},"links":{"citing_paper":"/paper/2607.01904"},"observation_digest":"sha256:0b4c6d0fed8c311a549eb4248482ae0333ee10405a38902ade595a8c37cd0512","observation_id":"3e142383-f326-4a3c-a44d-b49f247bafa3","resolution":{"observed_at":"2026-07-05T10:10:54.638308Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-07-05T10:10:54.573526Z","title":"Code with me or for me? How increasing AI automation transforms developer workflows,","venue":null,"work_id":"f6a2a553-7a8a-4afd-aa54-47a61cae40f8","year":2026},"citing_paper":{"arxiv_id":"2607.01904","last_updated":"2026-07-02T09:03:32Z","snapshot_observed_at":"2026-08-15T10:11:07.779317Z","submitted_at":"2026-07-02T09:03:32Z","title":"AI Writes Faster Than Humans Can Review: A Longitudinal Study of an Enterprise 2x Mandate","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-07-03T09:07:47.454921Z"},"links":{"citing_paper":"/paper/2607.01904"},"observation_digest":"sha256:61a37a8a1b148df7641979e0476edecbcc9704c23738a7e2df40d97be685f52a","observation_id":"266f465b-a4ca-437d-9568-f17eb8beefc3","resolution":{"observed_at":"2026-07-05T10:10:54.574791Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2603.28592","last_updated":"2026-04-26T17:21:47Z","snapshot_observed_at":"2026-08-10T21:38:59.712216Z","submitted_at":"2026-03-30T15:38:05Z","title":"Debt Behind the AI Boom: A Large-Scale Empirical Study of AI-Generated Code in the Wild","version":2},"cited_work":{"arxiv_id":"2603.28592","doi":null,"metadata_source":"pith","pith_arxiv_id":"2603.28592","snapshot_observed_at":"2026-07-10T14:27:07.492072Z","title":"Debt Behind the AI Boom: A Large-Scale Empirical Study of AI-Generated Code in the Wild","venue":"cs.SE","work_id":"6d973a61-c394-4473-a34b-3cea9822114d","year":2026},"citing_paper":{"arxiv_id":"2607.01904","last_updated":"2026-07-02T09:03:32Z","snapshot_observed_at":"2026-08-15T10:11:07.779317Z","submitted_at":"2026-07-02T09:03:32Z","title":"AI Writes Faster Than Humans Can Review: A Longitudinal Study of an Enterprise 2x Mandate","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-07-03T09:07:47.454921Z"},"links":{"cited_paper":"/paper/2603.28592","citing_paper":"/paper/2607.01904"},"observation_digest":"sha256:2f2c37de190347a0037429666e322ecdea4c0cb6a45c9e357369e0da3aacb194","observation_id":"119d402a-a668-4418-a7ca-31c08bd01b6b","resolution":{"observed_at":"2026-07-03T09:17:48.352727Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-07-05T10:10:54.578333Z","title":"More Code, Less Understanding? On the Impact of AI Assis- tants on Developers’ Productivity and Code Ownership,","venue":null,"work_id":"b9aeced4-111b-47da-96de-037cb68f89f5","year":2026},"citing_paper":{"arxiv_id":"2607.01904","last_updated":"2026-07-02T09:03:32Z","snapshot_observed_at":"2026-08-15T10:11:07.779317Z","submitted_at":"2026-07-02T09:03:32Z","title":"AI Writes Faster Than Humans Can Review: A Longitudinal Study of an Enterprise 2x Mandate","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-07-03T09:07:47.454921Z"},"links":{"citing_paper":"/paper/2607.01904"},"observation_digest":"sha256:8c22e8e81967e808d55375b2e66d520e5389732639040cc2daf84e1023685a55","observation_id":"700ab603-2f92-48db-a7b8-4bd683c494b2","resolution":{"observed_at":"2026-07-05T10:10:54.579838Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2603.22106","last_updated":"2026-04-06T19:51:29Z","snapshot_observed_at":"2026-08-08T19:02:50.255468Z","submitted_at":"2026-03-23T15:36:23Z","title":"From Technical Debt to Cognitive and Intent Debt: Rethinking Software Health in the Age of AI","version":4},"cited_work":{"arxiv_id":"2603.22106","doi":"10.48550/arxiv.2603.22106","metadata_source":"pith","pith_arxiv_id":"2603.22106","snapshot_observed_at":"2026-08-05T02:49:54.815029Z","title":"From Technical Debt to Cognitive and Intent Debt: Rethinking Software Health in the Age of AI","venue":"cs.SE","work_id":"abd4363a-448e-4dd7-8b0c-16fcb1463dc6","year":2026},"citing_paper":{"arxiv_id":"2607.01904","last_updated":"2026-07-02T09:03:32Z","snapshot_observed_at":"2026-08-15T10:11:07.779317Z","submitted_at":"2026-07-02T09:03:32Z","title":"AI Writes Faster Than Humans Can Review: A Longitudinal Study of an Enterprise 2x Mandate","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-07-03T09:07:47.454921Z"},"links":{"cited_paper":"/paper/2603.22106","citing_paper":"/paper/2607.01904"},"observation_digest":"sha256:8fce93c7baac1e22812f647f141d48d2950294cce9a68acfe166c8e8dc005f43","observation_id":"22288a40-2404-42f3-b496-498248622cec","resolution":{"observed_at":"2026-07-03T09:17:48.332285Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-07-10T01:20:22.541971+00:00","source":"crossref_status_cache"},{"observed_at":"2026-07-10T01:20:22.541971+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-07-05T10:10:54.568988Z","title":"Investigating Autonomous Agent Contributions in the Wild: Activity Patterns and Code Change over Time,","venue":null,"work_id":"d8d13717-e99b-47be-b33b-8744c4727576","year":2026},"citing_paper":{"arxiv_id":"2607.01904","last_updated":"2026-07-02T09:03:32Z","snapshot_observed_at":"2026-08-15T10:11:07.779317Z","submitted_at":"2026-07-02T09:03:32Z","title":"AI Writes Faster Than Humans Can Review: A Longitudinal Study of an Enterprise 2x Mandate","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-07-03T09:07:47.454921Z"},"links":{"citing_paper":"/paper/2607.01904"},"observation_digest":"sha256:8394ad1b770f434451f8285be5f5f5a5058eff2728fdcf188c61946115d024d6","observation_id":"05ee2a0e-184a-4ece-8207-d091c8e72810","resolution":{"observed_at":"2026-07-05T10:10:54.570275Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"2510.10165","doi":"10.48550/arxiv.2510.10165","metadata_source":"arxiv_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Medappa, Murat M","venue":"arXiv (Cornell University)","work_id":"0d9fa1d8-3798-460e-b7d0-2b6b796ba658","year":2025},"citing_paper":{"arxiv_id":"2607.01904","last_updated":"2026-07-02T09:03:32Z","snapshot_observed_at":"2026-08-15T10:11:07.779317Z","submitted_at":"2026-07-02T09:03:32Z","title":"AI Writes Faster Than Humans Can Review: A Longitudinal Study of an Enterprise 2x Mandate","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-07-03T09:07:47.454921Z"},"links":{"citing_paper":"/paper/2607.01904"},"observation_digest":"sha256:f39054d58bdd12a97132c452e1414db88912acfc6e535dd1f3bbbe9185a2d349","observation_id":"adf2e0e9-25cb-4934-b9f2-089bc6d79194","resolution":{"observed_at":"2026-07-03T09:17:48.358129Z","resolver_source":"arxiv_id","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-05-25T14:54:04.030427+00:00","source":"crossref_status_cache"},{"observed_at":"2026-05-25T14:54:04.030427+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-07-05T10:10:54.570969Z","title":"Echoes of AI: Investigating the downstream effects of AI assistants on software maintain- ability,","venue":null,"work_id":"eebab817-bcb7-4d47-8a96-5ebec5ae4a45","year":2026},"citing_paper":{"arxiv_id":"2607.01904","last_updated":"2026-07-02T09:03:32Z","snapshot_observed_at":"2026-08-15T10:11:07.779317Z","submitted_at":"2026-07-02T09:03:32Z","title":"AI Writes Faster Than Humans Can Review: A Longitudinal Study of an Enterprise 2x Mandate","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-07-03T09:07:47.454921Z"},"links":{"citing_paper":"/paper/2607.01904"},"observation_digest":"sha256:8fdb75dc6b427e06b022883fddb51d3005f341dfda445dd745b3233ea2eb9ea3","observation_id":"d9635534-79bf-46a5-a842-9c5a8ecc7d05","resolution":{"observed_at":"2026-07-05T10:10:54.572528Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-07-05T10:10:54.580543Z","title":"Expectations, outcomes, and chal- lenges of modern code review,","venue":null,"work_id":"6cf55c5c-8b70-4b79-a5ea-5fc3171bf24d","year":2013},"citing_paper":{"arxiv_id":"2607.01904","last_updated":"2026-07-02T09:03:32Z","snapshot_observed_at":"2026-08-15T10:11:07.779317Z","submitted_at":"2026-07-02T09:03:32Z","title":"AI Writes Faster Than Humans Can Review: A Longitudinal Study of an Enterprise 2x Mandate","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-07-03T09:07:47.454921Z"},"links":{"citing_paper":"/paper/2607.01904"},"observation_digest":"sha256:8a0e9b13ea616bc85341c2570f0b081f42363dc1ac4ada674c6ef9e6198195c8","observation_id":"a4312801-68e3-4c63-9ab7-2dce95a10a94","resolution":{"observed_at":"2026-07-05T10:10:54.582512Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-07-05T10:10:54.588254Z","title":"Code reviews do not find bugs. How the current code review best practice slows us down,","venue":null,"work_id":"3aadbec8-01a0-427b-a5ba-c6c62a1cb7b7","year":2015},"citing_paper":{"arxiv_id":"2607.01904","last_updated":"2026-07-02T09:03:32Z","snapshot_observed_at":"2026-08-15T10:11:07.779317Z","submitted_at":"2026-07-02T09:03:32Z","title":"AI Writes Faster Than Humans Can Review: A Longitudinal Study of an Enterprise 2x Mandate","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-07-03T09:07:47.454921Z"},"links":{"citing_paper":"/paper/2607.01904"},"observation_digest":"sha256:f54df2e83045a153640ada15ec8e862d2178ecac2d99d9aca9851ecd17fc803a","observation_id":"8956a0e6-cadd-40f9-b56e-baf7ea1be441","resolution":{"observed_at":"2026-07-05T10:10:54.589519Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-07-05T10:10:54.592244Z","title":"A large-scale survey on the usability of AI programming assistants: Successes and chal- lenges,","venue":null,"work_id":"df6abab0-ff47-4e1d-a76b-17018c833c89","year":2024},"citing_paper":{"arxiv_id":"2607.01904","last_updated":"2026-07-02T09:03:32Z","snapshot_observed_at":"2026-08-15T10:11:07.779317Z","submitted_at":"2026-07-02T09:03:32Z","title":"AI Writes Faster Than Humans Can Review: A Longitudinal Study of an Enterprise 2x Mandate","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-07-03T09:07:47.454921Z"},"links":{"citing_paper":"/paper/2607.01904"},"observation_digest":"sha256:acde69393eb05fffb64481908259b2324a79c1ba3ecf519872d55988bdddadc6","observation_id":"78ebf0ad-3b50-40a3-b3b2-a9246712026f","resolution":{"observed_at":"2026-07-05T10:10:54.594455Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-07-05T10:10:54.560849Z","title":"The impact of code review coverage and code review participa- 11 tion on software quality: A case study of the Qt, VTK, and ITK projects,","venue":null,"work_id":"400b7a19-208a-43f0-8390-ee65f4ae2375","year":2014},"citing_paper":{"arxiv_id":"2607.01904","last_updated":"2026-07-02T09:03:32Z","snapshot_observed_at":"2026-08-15T10:11:07.779317Z","submitted_at":"2026-07-02T09:03:32Z","title":"AI Writes Faster Than Humans Can Review: A Longitudinal Study of an Enterprise 2x Mandate","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-07-03T09:07:47.454921Z"},"links":{"citing_paper":"/paper/2607.01904"},"observation_digest":"sha256:81985e4a69b9b8fa50ed547e64094dd819366c7edb93028dd5eecf13ab66dae7","observation_id":"ce8c08e5-3d17-4285-a08b-bf4b4ed7be2c","resolution":{"observed_at":"2026-07-05T10:10:54.562320Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-07-05T10:10:54.564781Z","title":"When code authors are agents: A large-scale study of human–agent collaboration in pull requests","venue":null,"work_id":"6d536126-6646-403d-8f7d-2b73038cdad1","year":null},"citing_paper":{"arxiv_id":"2607.01904","last_updated":"2026-07-02T09:03:32Z","snapshot_observed_at":"2026-08-15T10:11:07.779317Z","submitted_at":"2026-07-02T09:03:32Z","title":"AI Writes Faster Than Humans Can Review: A Longitudinal Study of an Enterprise 2x Mandate","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-07-03T09:07:47.454921Z"},"links":{"citing_paper":"/paper/2607.01904"},"observation_digest":"sha256:f14e3d23056d566c440671ed8477f0d0cbbf3b8020fc6dea8e4270703031404a","observation_id":"7bd90500-2dca-45f3-b7ac-da5277daa1b9","resolution":{"observed_at":"2026-07-05T10:10:54.566197Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2605.08017","last_updated":"2026-05-13T02:55:29Z","snapshot_observed_at":"2026-08-14T12:18:56.075204Z","submitted_at":"2026-05-08T17:06:54Z","title":"Collaborator or Assistant? How AI Coding Agents Partition Work Across Pull Request Lifecycles","version":2},"cited_work":{"arxiv_id":"2605.08017","doi":null,"metadata_source":"pith","pith_arxiv_id":"2605.08017","snapshot_observed_at":"2026-07-03T09:17:48.336847Z","title":"Collaborator or Assistant? How AI Coding Agents Partition Work Across Pull Request Lifecycles","venue":"cs.SE","work_id":"b0227487-6f30-4452-9bdc-c8ed2076ce8e","year":2026},"citing_paper":{"arxiv_id":"2607.01904","last_updated":"2026-07-02T09:03:32Z","snapshot_observed_at":"2026-08-15T10:11:07.779317Z","submitted_at":"2026-07-02T09:03:32Z","title":"AI Writes Faster Than Humans Can Review: A Longitudinal Study of an Enterprise 2x Mandate","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-07-03T09:07:47.454921Z"},"links":{"cited_paper":"/paper/2605.08017","citing_paper":"/paper/2607.01904"},"observation_digest":"sha256:388c1ccc2877c9be4a9f481dcd0a0665a050e63eff646df01426662b15af1089","observation_id":"fbffa5e0-e286-4e3e-ad96-d281bff77044","resolution":{"observed_at":"2026-07-03T09:17:48.338165Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2602.08915","last_updated":"2026-05-07T15:02:07Z","snapshot_observed_at":"2026-08-15T01:24:09.034951Z","submitted_at":"2026-02-09T17:14:46Z","title":"Comparing AI Coding Agents: A Task-Stratified Analysis of Pull Request Acceptance","version":2},"cited_work":{"arxiv_id":"2602.08915","doi":null,"metadata_source":"pith","pith_arxiv_id":"2602.08915","snapshot_observed_at":"2026-07-03T09:17:48.352141Z","title":"Comparing AI Coding Agents: A Task-Stratified Analysis of Pull Request Acceptance","venue":"cs.SE","work_id":"ad306012-7306-4a89-8c19-35b243797866","year":2026},"citing_paper":{"arxiv_id":"2607.01904","last_updated":"2026-07-02T09:03:32Z","snapshot_observed_at":"2026-08-15T10:11:07.779317Z","submitted_at":"2026-07-02T09:03:32Z","title":"AI Writes Faster Than Humans Can Review: A Longitudinal Study of an Enterprise 2x Mandate","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-07-03T09:07:47.454921Z"},"links":{"cited_paper":"/paper/2602.08915","citing_paper":"/paper/2607.01904"},"observation_digest":"sha256:d85dc377ce992b319e8f4cf4e2b2a61236cbe20d0d94ee26083bade40333e973","observation_id":"e0baaa4e-2a43-4a5a-b1e5-f1bf36bf7ed0","resolution":{"observed_at":"2026-07-03T09:17:48.353737Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-07-05T10:10:54.555518Z","title":"On the use of agentic coding: An empirical study of pull requests on GitHub,","venue":null,"work_id":"97e79926-8420-4a71-9f4b-0619d4c774d8","year":2025},"citing_paper":{"arxiv_id":"2607.01904","last_updated":"2026-07-02T09:03:32Z","snapshot_observed_at":"2026-08-15T10:11:07.779317Z","submitted_at":"2026-07-02T09:03:32Z","title":"AI Writes Faster Than Humans Can Review: A Longitudinal Study of an Enterprise 2x Mandate","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-07-03T09:07:47.454921Z"},"links":{"citing_paper":"/paper/2607.01904"},"observation_digest":"sha256:a272c2f8c0d5992a82a1597f8db494da10309b7bda63a0e1fe892688f905198f","observation_id":"5c595de6-4749-4f5b-a85f-5bb2d2752fb2","resolution":{"observed_at":"2026-07-05T10:10:54.557415Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-07-05T10:10:54.551151Z","title":"Coding agents in the wild: Failure modes and rejection patterns of ai-generated pull requests,","venue":null,"work_id":"be8e3559-37f8-47f0-82e2-4d3968e33a5e","year":2026},"citing_paper":{"arxiv_id":"2607.01904","last_updated":"2026-07-02T09:03:32Z","snapshot_observed_at":"2026-08-15T10:11:07.779317Z","submitted_at":"2026-07-02T09:03:32Z","title":"AI Writes Faster Than Humans Can Review: A Longitudinal Study of an Enterprise 2x Mandate","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-07-03T09:07:47.454921Z"},"links":{"citing_paper":"/paper/2607.01904"},"observation_digest":"sha256:ea7f551299870fd57f583d1f724604ea3818697eb700fcc7a6ede17b1ae11d63","observation_id":"e7427001-465a-4389-a9b7-094e4eef7b85","resolution":{"observed_at":"2026-07-05T10:10:54.552647Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-07-05T10:10:54.553270Z","title":"Where do AI coding agents fail? An Empirical Study of Failed Agentic Pull Requests in GitHub,","venue":null,"work_id":"fb5fb517-1eba-44c1-a7a4-53b429aaf433","year":2026},"citing_paper":{"arxiv_id":"2607.01904","last_updated":"2026-07-02T09:03:32Z","snapshot_observed_at":"2026-08-15T10:11:07.779317Z","submitted_at":"2026-07-02T09:03:32Z","title":"AI Writes Faster Than Humans Can Review: A Longitudinal Study of an Enterprise 2x Mandate","version":1},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-07-03T09:07:47.454921Z"},"links":{"citing_paper":"/paper/2607.01904"},"observation_digest":"sha256:216abd5c85040de53133a31cefe1ace81f92a153ffbcc7fbcc4f3d3385e490fd","observation_id":"ffa0795f-f854-497a-94a1-7148c0455c89","resolution":{"observed_at":"2026-07-05T10:10:54.554664Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2605.02273","last_updated":"2026-05-04T06:32:50Z","snapshot_observed_at":"2026-08-15T12:58:17.818693Z","submitted_at":"2026-05-04T06:32:50Z","title":"These Aren't the Reviews You're Looking For How Humans Review AI-Generated Pull Requests","version":1},"cited_work":{"arxiv_id":"2605.02273","doi":null,"metadata_source":"pith","pith_arxiv_id":"2605.02273","snapshot_observed_at":"2026-07-10T14:27:07.470545Z","title":"These Aren't the Reviews You're Looking For How Humans Review AI-Generated Pull Requests","venue":"cs.SE","work_id":"ef33c2b8-a550-437c-81a8-0b5365aeb3d7","year":2026},"citing_paper":{"arxiv_id":"2607.01904","last_updated":"2026-07-02T09:03:32Z","snapshot_observed_at":"2026-08-15T10:11:07.779317Z","submitted_at":"2026-07-02T09:03:32Z","title":"AI Writes Faster Than Humans Can Review: A Longitudinal Study of an Enterprise 2x Mandate","version":1},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-07-03T09:07:47.454921Z"},"links":{"cited_paper":"/paper/2605.02273","citing_paper":"/paper/2607.01904"},"observation_digest":"sha256:f20531dba61ffef31320418e528b3127dc589e65ab09e72687f497db3d3e251c","observation_id":"9b8b27dc-6c80-4827-a12e-0bea013db6c9","resolution":{"observed_at":"2026-07-03T09:17:48.361441Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"2603.15911","doi":"10.48550/arxiv.2603.15911","metadata_source":"arxiv_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Human-AI Synergy in Agentic Code Review,","venue":"arXiv (Cornell University)","work_id":"6d3bd7c6-ad62-478c-be62-dd2258ecaf22","year":2026},"citing_paper":{"arxiv_id":"2607.01904","last_updated":"2026-07-02T09:03:32Z","snapshot_observed_at":"2026-08-15T10:11:07.779317Z","submitted_at":"2026-07-02T09:03:32Z","title":"AI Writes Faster Than Humans Can Review: A Longitudinal Study of an Enterprise 2x Mandate","version":1},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-07-03T09:07:47.454921Z"},"links":{"citing_paper":"/paper/2607.01904"},"observation_digest":"sha256:9bc6c1fa8e1de46ad1de14aee0ff4c2b8798523c376bb5e9284d5ef2d56ec90c","observation_id":"63c0b8de-e79d-4cd3-967a-5d81d59ba048","resolution":{"observed_at":"2026-07-03T09:17:48.341075Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-07-05T10:10:54.558370Z","title":"The productivity paradox of information tech- nology,","venue":null,"work_id":"6b517e49-1267-4aa7-a986-c3740160ff6e","year":1993},"citing_paper":{"arxiv_id":"2607.01904","last_updated":"2026-07-02T09:03:32Z","snapshot_observed_at":"2026-08-15T10:11:07.779317Z","submitted_at":"2026-07-02T09:03:32Z","title":"AI Writes Faster Than Humans Can Review: A Longitudinal Study of an Enterprise 2x Mandate","version":1},"reference_index":45,"source":"pdf_text","source_observed_at":"2026-07-03T09:07:47.454921Z"},"links":{"citing_paper":"/paper/2607.01904"},"observation_digest":"sha256:0f35a913eefdd705a3efa8832480255b88af893d42181d16ab6cb7241d6f22e7","observation_id":"b2860994-47c3-4e86-bc96-9a33fb6356d1","resolution":{"observed_at":"2026-07-05T10:10:54.560030Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-07-05T10:10:54.548995Z","title":"Informa- tion technology, workplace organization, and the demand for skilled labor: Firm-level evidence,","venue":null,"work_id":"24e181d4-7870-4791-984e-1a74ccf437bd","year":2002},"citing_paper":{"arxiv_id":"2607.01904","last_updated":"2026-07-02T09:03:32Z","snapshot_observed_at":"2026-08-15T10:11:07.779317Z","submitted_at":"2026-07-02T09:03:32Z","title":"AI Writes Faster Than Humans Can Review: A Longitudinal Study of an Enterprise 2x Mandate","version":1},"reference_index":46,"source":"pdf_text","source_observed_at":"2026-07-03T09:07:47.454921Z"},"links":{"citing_paper":"/paper/2607.01904"},"observation_digest":"sha256:c629b7c0a32acbb91578fdb32703345c700abf58186a055169d92e3242d3d627","observation_id":"237a1422-e4f0-4ec2-a90f-6e748cad86fb","resolution":{"observed_at":"2026-07-05T10:10:54.550422Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-07-05T10:10:54.542547Z","title":"Why are there still so many jobs? The history and future of workplace automation,","venue":null,"work_id":"e17a2eda-a903-4cbc-9fbc-2c11f9117d19","year":2015},"citing_paper":{"arxiv_id":"2607.01904","last_updated":"2026-07-02T09:03:32Z","snapshot_observed_at":"2026-08-15T10:11:07.779317Z","submitted_at":"2026-07-02T09:03:32Z","title":"AI Writes Faster Than Humans Can Review: A Longitudinal Study of an Enterprise 2x Mandate","version":1},"reference_index":47,"source":"pdf_text","source_observed_at":"2026-07-03T09:07:47.454921Z"},"links":{"citing_paper":"/paper/2607.01904"},"observation_digest":"sha256:f2f40728625a6092be0da02ae3df283bb2235b27a28a812a8a3d2858d452c6dd","observation_id":"14a4310b-efcf-4d16-950b-4ac198f36f2b","resolution":{"observed_at":"2026-07-05T10:10:54.544341Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-07-05T10:10:54.544980Z","title":"Experimental evidence on the produc- tivity effects of generative artificial intelligence,","venue":null,"work_id":"6e0dee6c-2afa-45f0-9cf4-2265c9d44ae5","year":2023},"citing_paper":{"arxiv_id":"2607.01904","last_updated":"2026-07-02T09:03:32Z","snapshot_observed_at":"2026-08-15T10:11:07.779317Z","submitted_at":"2026-07-02T09:03:32Z","title":"AI Writes Faster Than Humans Can Review: A Longitudinal Study of an Enterprise 2x Mandate","version":1},"reference_index":48,"source":"pdf_text","source_observed_at":"2026-07-03T09:07:47.454921Z"},"links":{"citing_paper":"/paper/2607.01904"},"observation_digest":"sha256:d9fff2594dbcfc2ab37447a3406e24aa61a08fe56f1d694a5b1acaf6db8875e7","observation_id":"27973465-0189-49f8-a0eb-82c53ba2c6ec","resolution":{"observed_at":"2026-07-05T10:10:54.546447Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-07-05T10:10:54.566990Z","title":"Generative ai at work,","venue":null,"work_id":"17ce2b71-9dcc-4575-b0cd-ef926ba86160","year":2025},"citing_paper":{"arxiv_id":"2607.01904","last_updated":"2026-07-02T09:03:32Z","snapshot_observed_at":"2026-08-15T10:11:07.779317Z","submitted_at":"2026-07-02T09:03:32Z","title":"AI Writes Faster Than Humans Can Review: A Longitudinal Study of an Enterprise 2x Mandate","version":1},"reference_index":49,"source":"pdf_text","source_observed_at":"2026-07-03T09:07:47.454921Z"},"links":{"citing_paper":"/paper/2607.01904"},"observation_digest":"sha256:4f80577b5a0e2ce1d03066c0213e3c0f7c9686c7c4f9192f553bb2baec11987f","observation_id":"739a788b-048d-4e38-8f56-1882e326e956","resolution":{"observed_at":"2026-07-05T10:10:54.568297Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-07-05T10:10:54.537606Z","title":"Navigating the jagged technological frontier: Field experimental evidence of the effects of AI on knowledge worker productivity and quality,","venue":null,"work_id":"1d5d24d7-1299-4c95-88a7-2c2e7900ce8b","year":2023},"citing_paper":{"arxiv_id":"2607.01904","last_updated":"2026-07-02T09:03:32Z","snapshot_observed_at":"2026-08-15T10:11:07.779317Z","submitted_at":"2026-07-02T09:03:32Z","title":"AI Writes Faster Than Humans Can Review: A Longitudinal Study of an Enterprise 2x Mandate","version":1},"reference_index":50,"source":"pdf_text","source_observed_at":"2026-07-03T09:07:47.454921Z"},"links":{"citing_paper":"/paper/2607.01904"},"observation_digest":"sha256:dc8935e1dd4d7503164e1384c767d8bf2659934b9f9a0eab736c47d77f5f27e0","observation_id":"39ce0175-80e9-48fc-a7a1-e9b08414fdaa","resolution":{"observed_at":"2026-07-05T10:10:54.539254Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2605.24521","last_updated":"2026-05-23T11:18:11Z","snapshot_observed_at":"2026-08-14T21:55:05.943087Z","submitted_at":"2026-05-23T11:18:11Z","title":"From Prompting to Verification: How Experience Shapes Vibe Coding Practices","version":1},"cited_work":{"arxiv_id":"2605.24521","doi":null,"metadata_source":"pith","pith_arxiv_id":"2605.24521","snapshot_observed_at":"2026-07-03T09:17:48.345609Z","title":"From Prompting to Verification: How Experience Shapes Vibe Coding Practices","venue":"cs.SE","work_id":"e0d2c1fa-cbb5-453d-9e55-4e48cb24df1e","year":2026},"citing_paper":{"arxiv_id":"2607.01904","last_updated":"2026-07-02T09:03:32Z","snapshot_observed_at":"2026-08-15T10:11:07.779317Z","submitted_at":"2026-07-02T09:03:32Z","title":"AI Writes Faster Than Humans Can Review: A Longitudinal Study of an Enterprise 2x Mandate","version":1},"reference_index":51,"source":"pdf_text","source_observed_at":"2026-07-03T09:07:47.454921Z"},"links":{"cited_paper":"/paper/2605.24521","citing_paper":"/paper/2607.01904"},"observation_digest":"sha256:3724451dfdf2ffa2e7b5938933b2a3c69331af541cc27f27de09d82f86832f53","observation_id":"8e212236-d75e-4a51-8082-6543c9d15287","resolution":{"observed_at":"2026-07-03T09:17:48.347171Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-07-05T10:10:54.539972Z","title":"Keeping Humans in the Driver’s Seat: A Conceptual Framework for GenAI and Competence Debt,","venue":null,"work_id":"d6e751d5-598c-4a90-87ef-5b0a521d28ec","year":2026},"citing_paper":{"arxiv_id":"2607.01904","last_updated":"2026-07-02T09:03:32Z","snapshot_observed_at":"2026-08-15T10:11:07.779317Z","submitted_at":"2026-07-02T09:03:32Z","title":"AI Writes Faster Than Humans Can Review: A Longitudinal Study of an Enterprise 2x Mandate","version":1},"reference_index":52,"source":"pdf_text","source_observed_at":"2026-07-03T09:07:47.454921Z"},"links":{"citing_paper":"/paper/2607.01904"},"observation_digest":"sha256:f4a9ec4dc3b3193b13cefd6c71f93e3ea5c75747f505fefea2702fcad6fa3111","observation_id":"121e9968-a415-4da6-92c2-92f2aded3a05","resolution":{"observed_at":"2026-07-05T10:10:54.541837Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-07-05T10:10:54.547142Z","title":"Forsgren, J","venue":null,"work_id":"888c2177-39a3-4821-971c-c611bd3d36d2","year":2018},"citing_paper":{"arxiv_id":"2607.01904","last_updated":"2026-07-02T09:03:32Z","snapshot_observed_at":"2026-08-15T10:11:07.779317Z","submitted_at":"2026-07-02T09:03:32Z","title":"AI Writes Faster Than Humans Can Review: A Longitudinal Study of an Enterprise 2x Mandate","version":1},"reference_index":53,"source":"pdf_text","source_observed_at":"2026-07-03T09:07:47.454921Z"},"links":{"citing_paper":"/paper/2607.01904"},"observation_digest":"sha256:061c8f3b2427ff36a88e0faa2d580e8d6a432a22509d84f84c60ecf455af8d67","observation_id":"e760a1bd-1f77-4cad-96ab-6d8be4225962","resolution":{"observed_at":"2026-07-05T10:10:54.548272Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-07-05T10:10:54.562963Z","title":"Detecting and characterizing bots that commit code,","venue":null,"work_id":"3271aaed-ccab-4f39-82a5-7fc85d92d313","year":2020},"citing_paper":{"arxiv_id":"2607.01904","last_updated":"2026-07-02T09:03:32Z","snapshot_observed_at":"2026-08-15T10:11:07.779317Z","submitted_at":"2026-07-02T09:03:32Z","title":"AI Writes Faster Than Humans Can Review: A Longitudinal Study of an Enterprise 2x Mandate","version":1},"reference_index":54,"source":"pdf_text","source_observed_at":"2026-07-03T09:07:47.454921Z"},"links":{"citing_paper":"/paper/2607.01904"},"observation_digest":"sha256:ff14cfd05567c5de2499417923f3202e3efa86a1846a9ccfe3c0af2fe50f68d0","observation_id":"dd3f75fd-1da8-470a-9cca-afe98b3e2fb0","resolution":{"observed_at":"2026-07-05T10:10:54.564184Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-07-05T10:10:54.595312Z","title":"A ground-truth dataset and classification model for detecting bots in GitHub issue and PR comments,","venue":null,"work_id":"87812c60-4390-406d-9cb6-df78adac34f3","year":2021},"citing_paper":{"arxiv_id":"2607.01904","last_updated":"2026-07-02T09:03:32Z","snapshot_observed_at":"2026-08-15T10:11:07.779317Z","submitted_at":"2026-07-02T09:03:32Z","title":"AI Writes Faster Than Humans Can Review: A Longitudinal Study of an Enterprise 2x Mandate","version":1},"reference_index":55,"source":"pdf_text","source_observed_at":"2026-07-03T09:07:47.454921Z"},"links":{"citing_paper":"/paper/2607.01904"},"observation_digest":"sha256:91d33231950491d04df7a8666dc319ddcbf6d04ceac79800ef705a87494f0353","observation_id":"fee778f9-95ab-47e8-bce7-badfa606aac4","resolution":{"observed_at":"2026-07-05T10:10:54.598871Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-07-05T10:10:54.530922Z","title":"Automating dependency updates in practice: An exploratory study on GitHub Depend- abot,","venue":null,"work_id":"e19e151c-0bc0-4f5b-8944-10daf32e6058","year":2023},"citing_paper":{"arxiv_id":"2607.01904","last_updated":"2026-07-02T09:03:32Z","snapshot_observed_at":"2026-08-15T10:11:07.779317Z","submitted_at":"2026-07-02T09:03:32Z","title":"AI Writes Faster Than Humans Can Review: A Longitudinal Study of an Enterprise 2x Mandate","version":1},"reference_index":56,"source":"pdf_text","source_observed_at":"2026-07-03T09:07:47.454921Z"},"links":{"citing_paper":"/paper/2607.01904"},"observation_digest":"sha256:3e18532d296ce600d97968d71ba87581b419353f8d3fe4be198ff9fc9226613b","observation_id":"ccee2e8a-5ac1-471c-b4d1-0f9b2caac793","resolution":{"observed_at":"2026-07-05T10:10:54.532331Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-07-05T10:10:54.533181Z","title":"Mo- tivations, challenges, best practices, and benefits for bots and conversational agents in software engineering: A multivocal literature review,","venue":null,"work_id":"5e182a72-447f-4cce-bd39-585d23c9d89e","year":2024},"citing_paper":{"arxiv_id":"2607.01904","last_updated":"2026-07-02T09:03:32Z","snapshot_observed_at":"2026-08-15T10:11:07.779317Z","submitted_at":"2026-07-02T09:03:32Z","title":"AI Writes Faster Than Humans Can Review: A Longitudinal Study of an Enterprise 2x Mandate","version":1},"reference_index":57,"source":"pdf_text","source_observed_at":"2026-07-03T09:07:47.454921Z"},"links":{"citing_paper":"/paper/2607.01904"},"observation_digest":"sha256:04b16e0064d93454324553befd26e9a168f9302bd60eb9f62b01118cf3a7ad09","observation_id":"393ea482-0c13-4079-85b1-8fd7fe1e4176","resolution":{"observed_at":"2026-07-05T10:10:54.534486Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-07-05T10:10:54.535503Z","title":"Difference-in-differences with multiple time periods,","venue":null,"work_id":"684b4fe0-b27b-4d61-8331-95a8ee450c89","year":2021},"citing_paper":{"arxiv_id":"2607.01904","last_updated":"2026-07-02T09:03:32Z","snapshot_observed_at":"2026-08-15T10:11:07.779317Z","submitted_at":"2026-07-02T09:03:32Z","title":"AI Writes Faster Than Humans Can Review: A Longitudinal Study of an Enterprise 2x Mandate","version":1},"reference_index":58,"source":"pdf_text","source_observed_at":"2026-07-03T09:07:47.454921Z"},"links":{"citing_paper":"/paper/2607.01904"},"observation_digest":"sha256:bc66c6abb26588f33de63df2baa25827626c93ae57747a6e4f0cbfec81f00939","observation_id":"111cd793-97f6-4401-b35e-8e61eef28f53","resolution":{"observed_at":"2026-07-05T10:10:54.536773Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-07-05T10:10:54.528788Z","title":"Modern code review: a case study at Google,","venue":null,"work_id":"ce235cda-5de5-4e8b-a2e8-95fcf834fa17","year":2018},"citing_paper":{"arxiv_id":"2607.01904","last_updated":"2026-07-02T09:03:32Z","snapshot_observed_at":"2026-08-15T10:11:07.779317Z","submitted_at":"2026-07-02T09:03:32Z","title":"AI Writes Faster Than Humans Can Review: A Longitudinal Study of an Enterprise 2x Mandate","version":1},"reference_index":59,"source":"pdf_text","source_observed_at":"2026-07-03T09:07:47.454921Z"},"links":{"citing_paper":"/paper/2607.01904"},"observation_digest":"sha256:0d6b1dd3c87aac2dc15535eb2ff76ba8c489f18097d2939c85c3683578d5b319","observation_id":"18906e8d-0321-4c2b-a3a7-c9ddf2dcdb79","resolution":{"observed_at":"2026-07-05T10:10:54.530263Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2607.01904","last_updated":"2026-07-02T09:03:32Z","latest_version":1,"primary_category":"cs.SE","snapshot_observed_at":"2026-08-15T10:11:07.779317Z","submitted_at":"2026-07-02T09:03:32Z","title":"AI Writes Faster Than Humans Can Review: A Longitudinal Study of an Enterprise 2x Mandate"},"reference_resolution":{"displayed":59,"state_counts":{"malformed_identifier":0,"metadata_mismatch":2,"parse_uncertain":0,"unresolved":0,"verified_exact":11,"verified_fuzzy":46},"total_outbound_references":59},"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":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"thesis":"As of 15 August 2026, this Paper Citation Record lists 59 of 59 outbound references and 0 inbound Pith citation observations for arXiv:2607.01904."}