{"as_of":"2026-08-11T17:35:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:cab5985452f3921761bde6b14b96917983bb896a5c0a82dfcb3d8f33c0c6a505","coverage":[{"denominator":0,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":10,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":10,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-11T06:34:44.6726+00:00","state":"measured"},{"denominator":10,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":10,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-10T22:16:43.539320Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"arxiv_reference","source_observed_at":"2026-05-21T06:54:01.165039Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2410.12944","last_updated":"2024-11-11T13:23:43Z","snapshot_observed_at":"2026-08-10T17:25:33.783214Z","submitted_at":"2024-10-16T18:31:14Z","title":"How much does AI impact development speed? An enterprise-based randomized controlled trial","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2410.12944","snapshot_observed_at":"2026-08-10T22:16:43.539320Z","title":"How much does AI impact development speed? An enterprise-based randomized controlled trial,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2501.02138","last_updated":"2025-01-03T23:14:46Z","snapshot_observed_at":"2026-08-11T15:35:49.148298Z","submitted_at":"2025-01-03T23:14:46Z","title":"Effective LLM-Driven Code Generation with Pythoness","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-10T22:16:43.539320Z"},"links":{"cited_paper":"/paper/2410.12944","citing_paper":"/paper/2501.02138"},"observation_digest":"sha256:2e8350989304c12a32b2b30d64f1d80fac936f396b3279da657697326863dac8","observation_id":"0f721661-5524-4a8a-a7d6-e1ee41f52917","resolution":{"observed_at":"2026-08-10T22:16:43.539320Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2410.12944","last_updated":"2024-11-11T13:23:43Z","snapshot_observed_at":"2026-08-10T17:25:33.783214Z","submitted_at":"2024-10-16T18:31:14Z","title":"How much does AI impact development speed? An enterprise-based randomized controlled trial","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2410.12944","snapshot_observed_at":"2026-08-06T20:11:58.236830Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.03536","last_updated":"2025-07-04T12:39:27Z","snapshot_observed_at":"2026-08-08T01:41:08.244735Z","submitted_at":"2025-07-04T12:39:27Z","title":"ACE: Automated Technical Debt Remediation with Validated Large Language Model Refactorings","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-06T20:11:58.236830Z"},"links":{"cited_paper":"/paper/2410.12944","citing_paper":"/paper/2507.03536"},"observation_digest":"sha256:b9de523b0c9c78ddaf43c5365304df748fcb4f9bf716b5ff4ba56b8c8cfbb626","observation_id":"69ed8db2-d73a-4027-90d4-b8eaf709b55f","resolution":{"observed_at":"2026-08-06T20:11:58.236830Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2410.12944","last_updated":"2024-11-11T13:23:43Z","snapshot_observed_at":"2026-08-10T17:25:33.783214Z","submitted_at":"2024-10-16T18:31:14Z","title":"How much does AI impact development speed? An enterprise-based randomized controlled trial","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2410.12944","snapshot_observed_at":"2026-08-06T18:12:30.032494Z","title":"How much does ai impact development speed? an enterprise-based randomized controlled trial, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.09089","last_updated":"2025-07-25T00:43:07Z","snapshot_observed_at":"2026-08-06T18:02:32.676640Z","submitted_at":"2025-07-12T00:16:33Z","title":"Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity","version":2},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-06T18:12:30.032494Z"},"links":{"cited_paper":"/paper/2410.12944","citing_paper":"/paper/2507.09089"},"observation_digest":"sha256:70ded0d72a06089f704847d9288060468b2ef63c48fd8cbbafedd72c133504d8","observation_id":"710abb61-bb9d-4849-a739-c279248f78a3","resolution":{"observed_at":"2026-08-06T18:12:30.032494Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2410.12944","last_updated":"2024-11-11T13:23:43Z","snapshot_observed_at":"2026-08-10T17:25:33.783214Z","submitted_at":"2024-10-16T18:31:14Z","title":"How much does AI impact development speed? An enterprise-based randomized controlled trial","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2410.12944","snapshot_observed_at":"2026-08-06T16:29:50.029270Z","title":"How much does ai impact development speed? an enterprise- based randomized controlled trial,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.13499","last_updated":"2025-07-17T19:11:00Z","snapshot_observed_at":"2026-08-10T11:39:21.085143Z","submitted_at":"2025-07-17T19:11:00Z","title":"AI-Assisted Fixes to Code Review Comments at Scale","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-06T16:29:50.029270Z"},"links":{"cited_paper":"/paper/2410.12944","citing_paper":"/paper/2507.13499"},"observation_digest":"sha256:28b61c1f7d02385317a1e287ed3a3f7f7aebc2a0e126269ad11861e78aec25a7","observation_id":"7b0d491e-5fe0-4d59-afa7-874e352a0215","resolution":{"observed_at":"2026-08-06T16:29:50.029270Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2410.12944","last_updated":"2024-11-11T13:23:43Z","snapshot_observed_at":"2026-08-10T17:25:33.783214Z","submitted_at":"2024-10-16T18:31:14Z","title":"How much does AI impact development speed? An enterprise-based randomized controlled trial","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2410.12944","snapshot_observed_at":"2026-08-06T13:00:21.689253Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.21285","last_updated":"2025-07-28T19:10:57Z","snapshot_observed_at":"2026-08-08T09:12:33.911793Z","submitted_at":"2025-07-28T19:10:57Z","title":"Curiosity by Design: An LLM-based Coding Assistant Asking Clarification Questions","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-06T13:00:21.689253Z"},"links":{"cited_paper":"/paper/2410.12944","citing_paper":"/paper/2507.21285"},"observation_digest":"sha256:ed8a118a9410467e1a4d45ce972a6248a8eedadaa7e9fedb3c10aad86eb5a360","observation_id":"ecc8918d-98d1-4ddc-84a1-3a44099add23","resolution":{"observed_at":"2026-08-06T13:00:21.689253Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2410.12944","last_updated":"2024-11-11T13:23:43Z","snapshot_observed_at":"2026-08-10T17:25:33.783214Z","submitted_at":"2024-10-16T18:31:14Z","title":"How much does AI impact development speed? An enterprise-based randomized controlled trial","version":3},"cited_work":{"arxiv_id":"2410.12944","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2410.12944","snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"How much does AI impact development speed? An enterprise-based randomized controlled trial","venue":null,"work_id":"cb656bfb-0c43-49f2-87b8-8c898bcca6eb","year":2024},"citing_paper":{"arxiv_id":"2601.16456","last_updated":"2026-05-05T04:47:57Z","snapshot_observed_at":"2026-08-11T17:19:21.192202Z","submitted_at":"2026-01-23T05:28:48Z","title":"RubberDuckBench: A Benchmark for AI Coding Assistants","version":2},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-05-16T12:16:40.086291Z"},"links":{"cited_paper":"/paper/2410.12944","citing_paper":"/paper/2601.16456"},"observation_digest":"sha256:5e96e45856162eafc8fb223ea1d9364725a64896d911fe7e63605ebb7d10f332","observation_id":"30e43b89-5821-42e2-9e9d-e35d3b9e2fa5","resolution":{"observed_at":"2026-05-16T12:17:52.006617Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2410.12944","last_updated":"2024-11-11T13:23:43Z","snapshot_observed_at":"2026-08-10T17:25:33.783214Z","submitted_at":"2024-10-16T18:31:14Z","title":"How much does AI impact development speed? An enterprise-based randomized controlled trial","version":3},"cited_work":{"arxiv_id":"2410.12944","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2410.12944","snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"How much does AI impact development speed? An enterprise-based randomized controlled trial","venue":null,"work_id":"cb656bfb-0c43-49f2-87b8-8c898bcca6eb","year":2024},"citing_paper":{"arxiv_id":"2605.01160","last_updated":"2026-05-01T23:37:50Z","snapshot_observed_at":"2026-08-10T22:53:54.348085Z","submitted_at":"2026-05-01T23:37:50Z","title":"The Productivity-Reliability Paradox: Specification-Driven Governance for AI-Augmented Software Development","version":1},"reference_index":51,"source":"pdf_text","source_observed_at":"2026-05-09T18:29:18.485336Z"},"links":{"cited_paper":"/paper/2410.12944","citing_paper":"/paper/2605.01160"},"observation_digest":"sha256:e1bce5b4cefc1880bf8bedbacc2eb500a5a05ae5d03c068843afe09c06df3143","observation_id":"0537f2ad-11ce-4a98-8f6a-1957f89db938","resolution":{"observed_at":"2026-05-11T16:11:11.964407Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2410.12944","last_updated":"2024-11-11T13:23:43Z","snapshot_observed_at":"2026-08-10T17:25:33.783214Z","submitted_at":"2024-10-16T18:31:14Z","title":"How much does AI impact development speed? An enterprise-based randomized controlled trial","version":3},"cited_work":{"arxiv_id":"2410.12944","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2410.12944","snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"How much does AI impact development speed? An enterprise-based randomized controlled trial","venue":null,"work_id":"cb656bfb-0c43-49f2-87b8-8c898bcca6eb","year":2024},"citing_paper":{"arxiv_id":"2605.04779","last_updated":"2026-05-06T11:32:25Z","snapshot_observed_at":"2026-08-11T09:52:33.815806Z","submitted_at":"2026-05-06T11:32:25Z","title":"A meta-analysis of the effect of generative AI on productivity and learning in programming","version":1},"reference_index":48,"source":"pdf_text","source_observed_at":"2026-05-08T17:22:26.933712Z"},"links":{"cited_paper":"/paper/2410.12944","citing_paper":"/paper/2605.04779"},"observation_digest":"sha256:b4062e0c4b21c99235e2bbd7d961f651651d2e4a694c861844ed4d65f045e18c","observation_id":"81d8ebfa-f054-43d0-86a4-6c7b081f88e8","resolution":{"observed_at":"2026-05-11T17:41:05.661070Z","resolver_source":"arxiv_id","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2410.12944","last_updated":"2024-11-11T13:23:43Z","snapshot_observed_at":"2026-08-10T17:25:33.783214Z","submitted_at":"2024-10-16T18:31:14Z","title":"How much does AI impact development speed? An enterprise-based randomized controlled trial","version":3},"cited_work":{"arxiv_id":"2410.12944","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2410.12944","snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"How much does AI impact development speed? An enterprise-based randomized controlled trial","venue":null,"work_id":"cb656bfb-0c43-49f2-87b8-8c898bcca6eb","year":2024},"citing_paper":{"arxiv_id":"2605.17885","last_updated":"2026-05-18T05:52:11Z","snapshot_observed_at":"2026-07-06T23:28:50.117638Z","submitted_at":"2026-05-18T05:52:11Z","title":"Multi-agent AI systems outperform human teams in creativity","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-05-20T11:26:03.120288Z"},"links":{"cited_paper":"/paper/2410.12944","citing_paper":"/paper/2605.17885"},"observation_digest":"sha256:695177e1407c370eedcf5a4c6e32803061658aea634e0bf8fbd5107c03af4cc9","observation_id":"65af046d-4117-4dc1-a5ef-0d5eb21c1a2c","resolution":{"observed_at":"2026-05-20T11:28:14.428353Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2410.12944","last_updated":"2024-11-11T13:23:43Z","snapshot_observed_at":"2026-08-10T17:25:33.783214Z","submitted_at":"2024-10-16T18:31:14Z","title":"How much does AI impact development speed? An enterprise-based randomized controlled trial","version":3},"cited_work":{"arxiv_id":"2410.12944","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2410.12944","snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"How much does AI impact development speed? An enterprise-based randomized controlled trial","venue":null,"work_id":"cb656bfb-0c43-49f2-87b8-8c898bcca6eb","year":2024},"citing_paper":{"arxiv_id":"2605.20456","last_updated":"2026-05-19T20:10:13Z","snapshot_observed_at":"2026-08-03T00:27:17.336240Z","submitted_at":"2026-05-19T20:10:13Z","title":"Agentic Agile-V: From Vibe Coding to Verified Engineering in Software and Hardware Development","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-05-21T06:51:24.566343Z"},"links":{"cited_paper":"/paper/2410.12944","citing_paper":"/paper/2605.20456"},"observation_digest":"sha256:0f3bc0b8760e1eeec91c5a26ab8d37a424e7951c11d771f4b6425dc32667e962","observation_id":"eeb862c1-9d43-4515-8a8f-16c08d7f499c","resolution":{"observed_at":"2026-05-21T06:54:01.166855Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"state":"measured"}}],"links":{"evidence":"/evidence","html":"/paper/2410.12944/citation-record","integrity":"/paper/2410.12944/integrity","json":"/paper/2410.12944/citation-record.json","paper":"/paper/2410.12944"},"outbound":[],"paper":{"arxiv_id":"2410.12944","last_updated":"2024-11-11T13:23:43Z","latest_version":3,"primary_category":"cs.SE","snapshot_observed_at":"2026-08-10T17:25:33.783214Z","submitted_at":"2024-10-16T18:31:14Z","title":"How much does AI impact development speed? An enterprise-based randomized controlled trial"},"reference_resolution":{"displayed":0,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":0,"verified_exact":0,"verified_fuzzy":0},"total_outbound_references":0},"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":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"thesis":"As of 11 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 10 inbound Pith citation observations for arXiv:2410.12944."}