{"as_of":"2026-08-09T07:24:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:92d1ae6a2af3fe16dfe49665eecb2f98b362cda2d12059542635b79e2b3c03ad","coverage":[{"denominator":78,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":78,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-04T07:50:50.779900Z","state":"measured"},{"denominator":78,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":78,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-09T06:31:02.800959+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/2608.02407/citation-record","integrity":"/paper/2608.02407/integrity","json":"/paper/2608.02407/citation-record.json","paper":"/paper/2608.02407"},"outbound":[{"citation":{"cited_paper":{"arxiv_id":"2406.07599","last_updated":"2024-11-11T12:00:35Z","snapshot_observed_at":"2026-07-06T18:29:08.586253Z","submitted_at":"2024-06-11T16:42:02Z","title":"CTIBench: A Benchmark for Evaluating LLMs in Cyber Threat Intelligence","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2406.07599","snapshot_observed_at":"2026-08-04T07:50:50.560574Z","title":"Ctibench: A benchmark for evaluating llms in cyber threat intelligence, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2608.02407","last_updated":"2026-08-03T15:49:14Z","snapshot_observed_at":"2026-08-07T11:36:44.216473Z","submitted_at":"2026-08-03T15:49:14Z","title":"Antares: Foundation Models for Agentic Vulnerability Localization","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-04T07:50:50.560574Z"},"links":{"cited_paper":"/paper/2406.07599","citing_paper":"/paper/2608.02407"},"observation_digest":"sha256:07176abd164f201ad2e685769a7f6892aeeb96faaa774707bbc11c0a0dc3a060","observation_id":"8848ad00-0978-448f-8d2f-90257fdb5331","resolution":{"observed_at":"2026-08-04T07:50:50.560574Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T07:50:50.564612Z","title":"False negative - that one is going to kill you","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2608.02407","last_updated":"2026-08-03T15:49:14Z","snapshot_observed_at":"2026-08-07T11:36:44.216473Z","submitted_at":"2026-08-03T15:49:14Z","title":"Antares: Foundation Models for Agentic Vulnerability Localization","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-04T07:50:50.564612Z"},"links":{"citing_paper":"/paper/2608.02407"},"observation_digest":"sha256:ed156c134b2b8a394a5ff27d97a58cb91cc6f940a6e141d163558e9015cef226","observation_id":"fc74c6e4-b04b-4c1d-85ac-1dd72da47c4f","resolution":{"observed_at":"2026-08-04T07:50:50.564612Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T07:50:50.567465Z","title":"Claude code","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2608.02407","last_updated":"2026-08-03T15:49:14Z","snapshot_observed_at":"2026-08-07T11:36:44.216473Z","submitted_at":"2026-08-03T15:49:14Z","title":"Antares: Foundation Models for Agentic Vulnerability Localization","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-04T07:50:50.567465Z"},"links":{"citing_paper":"/paper/2608.02407"},"observation_digest":"sha256:ceab96d008e3c01b0e79a3e9a7b8e62fb36d85f6a15433f546a5540a8c0e6a25","observation_id":"d1aabaed-9d0f-4441-8150-cff376af8797","resolution":{"observed_at":"2026-08-04T07:50:50.567465Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T07:50:50.570435Z","title":"Cursor: The ai code editor","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2608.02407","last_updated":"2026-08-03T15:49:14Z","snapshot_observed_at":"2026-08-07T11:36:44.216473Z","submitted_at":"2026-08-03T15:49:14Z","title":"Antares: Foundation Models for Agentic Vulnerability Localization","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-04T07:50:50.570435Z"},"links":{"citing_paper":"/paper/2608.02407"},"observation_digest":"sha256:eb70efeac6dfe8b82a3972b44086b417463d7c53edb2b231c7062a4c1de13f89","observation_id":"57d4b434-ed66-4ca0-b40d-7b11c875a33e","resolution":{"observed_at":"2026-08-04T07:50:50.570435Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T07:50:50.573294Z","title":"URL https://arxiv.org/abs/2506 .07982","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.02407","last_updated":"2026-08-03T15:49:14Z","snapshot_observed_at":"2026-08-07T11:36:44.216473Z","submitted_at":"2026-08-03T15:49:14Z","title":"Antares: Foundation Models for Agentic Vulnerability Localization","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-04T07:50:50.573294Z"},"links":{"citing_paper":"/paper/2608.02407"},"observation_digest":"sha256:6e15277fc7cd9b7a45c8cfb70becbee1c936004a8bce3babb4e5ed414c005ab3","observation_id":"f08401bb-8d98-4eb5-9dde-313eb322b720","resolution":{"observed_at":"2026-08-04T07:50:50.573294Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T07:50:50.576245Z","title":"Agenticscr: An autonomous agentic secure code review for immature vulnerabilities detection, 2026","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2608.02407","last_updated":"2026-08-03T15:49:14Z","snapshot_observed_at":"2026-08-07T11:36:44.216473Z","submitted_at":"2026-08-03T15:49:14Z","title":"Antares: Foundation Models for Agentic Vulnerability Localization","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-04T07:50:50.576245Z"},"links":{"citing_paper":"/paper/2608.02407"},"observation_digest":"sha256:346a24cfbd653f3fe2539378564daf8c8db0831d0bacd735904683970497ce28","observation_id":"77950e1e-156e-4beb-a718-faccb3fe765e","resolution":{"observed_at":"2026-08-04T07:50:50.576245Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T07:50:50.579377Z","title":"Vulnerability localization benchmark","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2608.02407","last_updated":"2026-08-03T15:49:14Z","snapshot_observed_at":"2026-08-07T11:36:44.216473Z","submitted_at":"2026-08-03T15:49:14Z","title":"Antares: Foundation Models for Agentic Vulnerability Localization","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-04T07:50:50.579377Z"},"links":{"citing_paper":"/paper/2608.02407"},"observation_digest":"sha256:5c4009825a5088bb217d2cb32923c9a82264b4ef1e9827e9f087d5338f3c775f","observation_id":"2e3191f9-f046-4c3e-94e1-b235646cf392","resolution":{"observed_at":"2026-08-04T07:50:50.579377Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T07:50:50.581904Z","title":"Composer: Building a fast frontier model with rl","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.02407","last_updated":"2026-08-03T15:49:14Z","snapshot_observed_at":"2026-08-07T11:36:44.216473Z","submitted_at":"2026-08-03T15:49:14Z","title":"Antares: Foundation Models for Agentic Vulnerability Localization","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-04T07:50:50.581904Z"},"links":{"citing_paper":"/paper/2608.02407"},"observation_digest":"sha256:bfc3186d265739eda5a1b3ae5635852c6e667929433a1ec77c7902cac158ed0e","observation_id":"fd1a79e0-8fd4-4488-b87d-eea46d92e674","resolution":{"observed_at":"2026-08-04T07:50:50.581904Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T07:50:50.584382Z","title":"Rader: Reasoning-aware dense retrieval models,","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.02407","last_updated":"2026-08-03T15:49:14Z","snapshot_observed_at":"2026-08-07T11:36:44.216473Z","submitted_at":"2026-08-03T15:49:14Z","title":"Antares: Foundation Models for Agentic Vulnerability Localization","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-04T07:50:50.584382Z"},"links":{"citing_paper":"/paper/2608.02407"},"observation_digest":"sha256:403588a6fb338c7130d98185db2e45129fc744146777956d0f8fa437328c106f","observation_id":"0eb7597c-dc67-46bc-833c-82e0bb977adc","resolution":{"observed_at":"2026-08-04T07:50:50.584382Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T07:50:50.590917Z","title":"Deephat-v1-7b","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.02407","last_updated":"2026-08-03T15:49:14Z","snapshot_observed_at":"2026-08-07T11:36:44.216473Z","submitted_at":"2026-08-03T15:49:14Z","title":"Antares: Foundation Models for Agentic Vulnerability Localization","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-04T07:50:50.590917Z"},"links":{"citing_paper":"/paper/2608.02407"},"observation_digest":"sha256:1f96845b334c68841460341e31090e055e42108a9d85a120e3613872b4cc3dfd","observation_id":"44a65f56-2427-4dac-b4b9-b7efc9ad8df0","resolution":{"observed_at":"2026-08-04T07:50:50.590917Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2509.16941","last_updated":"2025-11-14T22:00:03Z","snapshot_observed_at":"2026-08-06T21:34:46.041153Z","submitted_at":"2025-09-21T06:28:17Z","title":"SWE-Bench Pro: Can AI Agents Solve Long-Horizon Software Engineering Tasks?","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2509.16941","snapshot_observed_at":"2026-08-04T07:50:50.593548Z","title":"Swe-bench pro: Can ai agents solve long-horizon software engineering tasks?, 2025","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.02407","last_updated":"2026-08-03T15:49:14Z","snapshot_observed_at":"2026-08-07T11:36:44.216473Z","submitted_at":"2026-08-03T15:49:14Z","title":"Antares: Foundation Models for Agentic Vulnerability Localization","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-04T07:50:50.593548Z"},"links":{"cited_paper":"/paper/2509.16941","citing_paper":"/paper/2608.02407"},"observation_digest":"sha256:e73c059f85eff8a0357b0019632b2b930aa9fbd40943a6e52ae34d70530e81ca","observation_id":"d7163c7d-a53c-4912-8908-b2d075ceb55c","resolution":{"observed_at":"2026-08-04T07:50:50.593548Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T07:50:50.596503Z","title":"Codeql: Semantic code analysis","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.02407","last_updated":"2026-08-03T15:49:14Z","snapshot_observed_at":"2026-08-07T11:36:44.216473Z","submitted_at":"2026-08-03T15:49:14Z","title":"Antares: Foundation Models for Agentic Vulnerability Localization","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-04T07:50:50.596503Z"},"links":{"citing_paper":"/paper/2608.02407"},"observation_digest":"sha256:503845f8e83b60274fad794b9f06f8e2d04230cd8f35f637e7068732e648631f","observation_id":"40c4562f-8b9e-45d8-991b-b25fae8cd1b9","resolution":{"observed_at":"2026-08-04T07:50:50.596503Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T07:50:50.599254Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.02407","last_updated":"2026-08-03T15:49:14Z","snapshot_observed_at":"2026-08-07T11:36:44.216473Z","submitted_at":"2026-08-03T15:49:14Z","title":"Antares: Foundation Models for Agentic Vulnerability Localization","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-04T07:50:50.599254Z"},"links":{"citing_paper":"/paper/2608.02407"},"observation_digest":"sha256:5f0447d046180071b7ec08153c1aea64b89a6ed4fab0fd3ec459329cca35780c","observation_id":"8278c662-75f8-4fa4-801e-c12cd65d7585","resolution":{"observed_at":"2026-08-04T07:50:50.599254Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2501.18160","last_updated":"2025-05-29T22:08:26Z","snapshot_observed_at":"2026-07-06T20:28:14.293619Z","submitted_at":"2025-01-30T05:56:30Z","title":"RepoAudit: An Autonomous LLM-Agent for Repository-Level Code Auditing","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2501.18160","snapshot_observed_at":"2026-08-04T07:50:50.602352Z","title":"Repoaudit: An autonomous llm-agent for repository-level code auditing, 2025","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.02407","last_updated":"2026-08-03T15:49:14Z","snapshot_observed_at":"2026-08-07T11:36:44.216473Z","submitted_at":"2026-08-03T15:49:14Z","title":"Antares: Foundation Models for Agentic Vulnerability Localization","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-04T07:50:50.602352Z"},"links":{"cited_paper":"/paper/2501.18160","citing_paper":"/paper/2608.02407"},"observation_digest":"sha256:befa2e0ba56d9cae9aa1246a1ffc8a77962a86d4b87c41e0f204abe8572ffff1","observation_id":"523673ea-ff9c-4850-a509-b9847261e1c8","resolution":{"observed_at":"2026-08-04T07:50:50.602352Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T07:50:50.605202Z","title":"Granite-4.0-1b","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.02407","last_updated":"2026-08-03T15:49:14Z","snapshot_observed_at":"2026-08-07T11:36:44.216473Z","submitted_at":"2026-08-03T15:49:14Z","title":"Antares: Foundation Models for Agentic Vulnerability Localization","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-04T07:50:50.605202Z"},"links":{"citing_paper":"/paper/2608.02407"},"observation_digest":"sha256:3e7f40f7ffd007f3954e367578b5b7188dabdf9dff00477b1e7a19f4863d7fcb","observation_id":"04800b93-b488-400b-8b8c-5275737c2aaf","resolution":{"observed_at":"2026-08-04T07:50:50.605202Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T07:50:50.610966Z","title":"Granite-4.0-350m","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.02407","last_updated":"2026-08-03T15:49:14Z","snapshot_observed_at":"2026-08-07T11:36:44.216473Z","submitted_at":"2026-08-03T15:49:14Z","title":"Antares: Foundation Models for Agentic Vulnerability Localization","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-04T07:50:50.610966Z"},"links":{"citing_paper":"/paper/2608.02407"},"observation_digest":"sha256:266544f47cbf0e2c1318ae715cc6a1e2c2577ab71c80219c5642dbeba319c061","observation_id":"874f72ff-2878-4ccb-a51d-f8b0e602ce2c","resolution":{"observed_at":"2026-08-04T07:50:50.610966Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T07:50:50.608048Z","title":"Accessed: 2026-06-29","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2608.02407","last_updated":"2026-08-03T15:49:14Z","snapshot_observed_at":"2026-08-07T11:36:44.216473Z","submitted_at":"2026-08-03T15:49:14Z","title":"Antares: Foundation Models for Agentic Vulnerability Localization","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-04T07:50:50.608048Z"},"links":{"citing_paper":"/paper/2608.02407"},"observation_digest":"sha256:024293b37044dccff78752477041e67e015e7e0f7a6c20cf1453444b23e2022d","observation_id":"bb1d3362-5aac-4721-a6ed-3657e4257016","resolution":{"observed_at":"2026-08-04T07:50:50.608048Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T07:50:50.616289Z","title":"Kakade, and Carles Domingo-Enrich","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2608.02407","last_updated":"2026-08-03T15:49:14Z","snapshot_observed_at":"2026-08-07T11:36:44.216473Z","submitted_at":"2026-08-03T15:49:14Z","title":"Antares: Foundation Models for Agentic Vulnerability Localization","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-04T07:50:50.616289Z"},"links":{"citing_paper":"/paper/2608.02407"},"observation_digest":"sha256:036bcdbf7910e93ebbe7700e84f18d6ead6426945cffe80426215f1ecc5d0a52","observation_id":"66eede6c-6805-46ab-9fe2-2b26494c7459","resolution":{"observed_at":"2026-08-04T07:50:50.616289Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T07:50:50.613590Z","title":"Granite-4.0-micro","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.02407","last_updated":"2026-08-03T15:49:14Z","snapshot_observed_at":"2026-08-07T11:36:44.216473Z","submitted_at":"2026-08-03T15:49:14Z","title":"Antares: Foundation Models for Agentic Vulnerability Localization","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-04T07:50:50.613590Z"},"links":{"citing_paper":"/paper/2608.02407"},"observation_digest":"sha256:f601e013d3726a4fb15c536b59fc43fc5671ba3ea2b21a2d1e486a68591066c7","observation_id":"d99869a4-d93c-429d-bf3f-ac45890e898a","resolution":{"observed_at":"2026-08-04T07:50:50.613590Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2310.06770","last_updated":"2024-11-11T23:05:04Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2023-10-10T16:47:29Z","title":"SWE-bench: Can Language Models Resolve Real-World GitHub Issues?","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2310.06770","snapshot_observed_at":"2026-08-04T07:50:50.621488Z","title":"Jimenez, John Yang, Alexander Wettig, Shunyu Yao, Kexin Pei, Ofir Press, and Karthik Narasimhan","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2608.02407","last_updated":"2026-08-03T15:49:14Z","snapshot_observed_at":"2026-08-07T11:36:44.216473Z","submitted_at":"2026-08-03T15:49:14Z","title":"Antares: Foundation Models for Agentic Vulnerability Localization","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-04T07:50:50.621488Z"},"links":{"cited_paper":"/paper/2310.06770","citing_paper":"/paper/2608.02407"},"observation_digest":"sha256:88667af09216c33c772689579e4e8faa124c129ba533acf618941f2caae18cff","observation_id":"d0bb8e6f-dc37-487f-b6ee-83b9861e86dc","resolution":{"observed_at":"2026-08-04T07:50:50.621488Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2503.00223","last_updated":"2025-04-12T03:17:26Z","snapshot_observed_at":"2026-08-07T17:38:11.374070Z","submitted_at":"2025-02-28T22:16:42Z","title":"DeepRetrieval: Hacking Real Search Engines and Retrievers with Large Language Models via Reinforcement Learning","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2503.00223","snapshot_observed_at":"2026-08-04T07:50:50.618709Z","title":"Deepretrieval: Hacking real search engines and retrievers with large language models via reinforcement learning, 2025","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.02407","last_updated":"2026-08-03T15:49:14Z","snapshot_observed_at":"2026-08-07T11:36:44.216473Z","submitted_at":"2026-08-03T15:49:14Z","title":"Antares: Foundation Models for Agentic Vulnerability Localization","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-04T07:50:50.618709Z"},"links":{"cited_paper":"/paper/2503.00223","citing_paper":"/paper/2608.02407"},"observation_digest":"sha256:35e3aa9237bf81d9921e8ef8729bd877bf0a6e27f4b15cd2deee52ea3e922199","observation_id":"4ac43929-65a7-4c0b-a76d-0c1212d43599","resolution":{"observed_at":"2026-08-04T07:50:50.618709Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2004.04906","last_updated":"2020-09-30T21:27:13Z","snapshot_observed_at":"2026-07-06T09:11:26.109763Z","submitted_at":"2020-04-10T04:53:17Z","title":"Dense Passage Retrieval for Open-Domain Question Answering","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2004.04906","snapshot_observed_at":"2026-08-04T07:50:50.627362Z","title":"Dense passage retrieval for open-domain question answering, 2020","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2608.02407","last_updated":"2026-08-03T15:49:14Z","snapshot_observed_at":"2026-08-07T11:36:44.216473Z","submitted_at":"2026-08-03T15:49:14Z","title":"Antares: Foundation Models for Agentic Vulnerability Localization","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-04T07:50:50.627362Z"},"links":{"cited_paper":"/paper/2004.04906","citing_paper":"/paper/2608.02407"},"observation_digest":"sha256:4c6567eef84ae3716a9f978a8c567ad2880e6dbac6f4e56e5833fb072c4c8b0c","observation_id":"aeda815f-13a4-4c4d-ae86-1fcd292ebe89","resolution":{"observed_at":"2026-08-04T07:50:50.627362Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2503.09516","last_updated":"2025-08-05T19:08:38Z","snapshot_observed_at":"2026-07-06T20:51:28.022519Z","submitted_at":"2025-03-12T16:26:39Z","title":"Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning","version":5},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2503.09516","snapshot_observed_at":"2026-08-04T07:50:50.624294Z","title":"Search-r1: Training llms to reason and leverage search engines with reinforcement learning, 2025","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.02407","last_updated":"2026-08-03T15:49:14Z","snapshot_observed_at":"2026-08-07T11:36:44.216473Z","submitted_at":"2026-08-03T15:49:14Z","title":"Antares: Foundation Models for Agentic Vulnerability Localization","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-04T07:50:50.624294Z"},"links":{"cited_paper":"/paper/2503.09516","citing_paper":"/paper/2608.02407"},"observation_digest":"sha256:130fcc41845d0cf9566142bae3c11056a757f8d42f139aa588734851dd16fb72","observation_id":"840835ea-d8f0-4fbf-9f1d-c3769136813b","resolution":{"observed_at":"2026-08-04T07:50:50.624294Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2606.19605","last_updated":"2026-06-20T12:41:32Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2026-06-17T21:16:45Z","title":"FAPO: Fully Automated Prompt Optimization of Multi-Step LLM Pipelines","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2606.19605","snapshot_observed_at":"2026-08-04T07:50:50.633369Z","title":"Fapo: Fully automated prompt optimization of multi-step llm pipelines, 2026","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2608.02407","last_updated":"2026-08-03T15:49:14Z","snapshot_observed_at":"2026-08-07T11:36:44.216473Z","submitted_at":"2026-08-03T15:49:14Z","title":"Antares: Foundation Models for Agentic Vulnerability Localization","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-04T07:50:50.633369Z"},"links":{"cited_paper":"/paper/2606.19605","citing_paper":"/paper/2608.02407"},"observation_digest":"sha256:136aaf80f5870e67a5a0bece41301aeff24cf0410cd45e8ee855225731b30d7d","observation_id":"cd1943aa-0ed0-404f-8365-2caf563bf3d7","resolution":{"observed_at":"2026-08-04T07:50:50.633369Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2504.21039","last_updated":"2025-04-28T08:41:12Z","snapshot_observed_at":"2026-08-07T15:58:40.459044Z","submitted_at":"2025-04-28T08:41:12Z","title":"Llama-3.1-FoundationAI-SecurityLLM-Base-8B Technical Report","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2504.21039","snapshot_observed_at":"2026-08-04T07:50:50.630291Z","title":"Llama-3.1-foundationai-securityllm-base-8b technical report, 2025","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.02407","last_updated":"2026-08-03T15:49:14Z","snapshot_observed_at":"2026-08-07T11:36:44.216473Z","submitted_at":"2026-08-03T15:49:14Z","title":"Antares: Foundation Models for Agentic Vulnerability Localization","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-04T07:50:50.630291Z"},"links":{"cited_paper":"/paper/2504.21039","citing_paper":"/paper/2608.02407"},"observation_digest":"sha256:54691f61b4aec7c8a7d4f18f2d155533611c4973dfbd6cd17c79bb2ee8009391","observation_id":"4e9ef4b4-22af-40d3-b758-29e49076fb20","resolution":{"observed_at":"2026-08-04T07:50:50.630291Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T07:50:50.641610Z","title":"Openresearcher: A fully open pipeline for long-horizon deep research trajectory synthesis, 2026","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2608.02407","last_updated":"2026-08-03T15:49:14Z","snapshot_observed_at":"2026-08-07T11:36:44.216473Z","submitted_at":"2026-08-03T15:49:14Z","title":"Antares: Foundation Models for Agentic Vulnerability Localization","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-04T07:50:50.641610Z"},"links":{"citing_paper":"/paper/2608.02407"},"observation_digest":"sha256:8a038821fbfe96d816afa34659a9be537e2dd75ed2b45e7809e36c9799d6aa9c","observation_id":"27aae124-0167-4a63-aeb1-87c315cb7894","resolution":{"observed_at":"2026-08-04T07:50:50.641610Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T07:50:50.636117Z","title":"Webthinker: Empowering large reasoning models with deep research capability,","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.02407","last_updated":"2026-08-03T15:49:14Z","snapshot_observed_at":"2026-08-07T11:36:44.216473Z","submitted_at":"2026-08-03T15:49:14Z","title":"Antares: Foundation Models for Agentic Vulnerability Localization","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-04T07:50:50.636117Z"},"links":{"citing_paper":"/paper/2608.02407"},"observation_digest":"sha256:c09d1fed6ef9ecc73a0b856cc7956f38e1cf6e02a104d1c041919eaaa3cf6a45","observation_id":"21ca57f0-2920-46c7-a6a9-e328cebcea3c","resolution":{"observed_at":"2026-08-04T07:50:50.636117Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2504.21776","last_updated":"2025-10-13T12:40:15Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2025-04-30T16:25:25Z","title":"WebThinker: Empowering Large Reasoning Models with Deep Research Capability","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2504.21776","snapshot_observed_at":"2026-08-04T07:50:50.638811Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.02407","last_updated":"2026-08-03T15:49:14Z","snapshot_observed_at":"2026-08-07T11:36:44.216473Z","submitted_at":"2026-08-03T15:49:14Z","title":"Antares: Foundation Models for Agentic Vulnerability Localization","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-04T07:50:50.638811Z"},"links":{"cited_paper":"/paper/2504.21776","citing_paper":"/paper/2608.02407"},"observation_digest":"sha256:6bac0459db4969c17ac6980ebd6b61ff8ee216da9aae578f5329a6cd9c29c9d5","observation_id":"e604d45e-9b70-4fb0-90f8-796e49b5fe7b","resolution":{"observed_at":"2026-08-04T07:50:50.638811Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T07:50:50.650145Z","title":"Vulnllm-r: Specialized reasoning llm with agent scaffold for vulnerability detection,","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.02407","last_updated":"2026-08-03T15:49:14Z","snapshot_observed_at":"2026-08-07T11:36:44.216473Z","submitted_at":"2026-08-03T15:49:14Z","title":"Antares: Foundation Models for Agentic Vulnerability Localization","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-04T07:50:50.650145Z"},"links":{"citing_paper":"/paper/2608.02407"},"observation_digest":"sha256:b862142f1f3d7130a887becc913d5afbc943698208192f748e9e8ef5a8730db3","observation_id":"6d04b26d-69f4-4cb1-9e55-6f67531be454","resolution":{"observed_at":"2026-08-04T07:50:50.650145Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2604.20801","last_updated":"2026-04-22T17:27:40Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2026-04-22T17:27:40Z","title":"Synthesizing Multi-Agent Harnesses for Vulnerability Discovery","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2604.20801","snapshot_observed_at":"2026-08-04T07:50:50.644245Z","title":"Synthesizing multi-agent harnesses for vulnerability discovery, 2026","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2608.02407","last_updated":"2026-08-03T15:49:14Z","snapshot_observed_at":"2026-08-07T11:36:44.216473Z","submitted_at":"2026-08-03T15:49:14Z","title":"Antares: Foundation Models for Agentic Vulnerability Localization","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-04T07:50:50.644245Z"},"links":{"cited_paper":"/paper/2604.20801","citing_paper":"/paper/2608.02407"},"observation_digest":"sha256:0c9e175fc2822b9b21951481e3ce8d10c643a1d5cef3b26530d12d46c98b3651","observation_id":"42f49427-0441-483c-8b9c-2cfe65debb2a","resolution":{"observed_at":"2026-08-04T07:50:50.644245Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2605.26494","last_updated":"2026-07-30T05:04:36Z","snapshot_observed_at":"2026-08-06T03:12:19.331370Z","submitted_at":"2026-05-26T03:16:11Z","title":"The MiniMax-M2 Series: Mini Activations Unleashing Max Real-World Intelligence","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2605.26494","snapshot_observed_at":"2026-08-04T07:50:50.646910Z","title":"The minimax-m2 series: Mini activations unleashing max real-world intelligence, 2026","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2608.02407","last_updated":"2026-08-03T15:49:14Z","snapshot_observed_at":"2026-08-07T11:36:44.216473Z","submitted_at":"2026-08-03T15:49:14Z","title":"Antares: Foundation Models for Agentic Vulnerability Localization","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-04T07:50:50.646910Z"},"links":{"cited_paper":"/paper/2605.26494","citing_paper":"/paper/2608.02407"},"observation_digest":"sha256:ac0d5b4eb752a71a2fc70ac5a3101be978c7c94a62de06d62269acc7113baadd","observation_id":"ed635049-b67c-454c-8bcf-989f0c9f2db6","resolution":{"observed_at":"2026-08-04T07:50:50.646910Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2508.10925","last_updated":"2025-08-08T19:24:38Z","snapshot_observed_at":"2026-08-01T16:27:35.664983Z","submitted_at":"2025-08-08T19:24:38Z","title":"gpt-oss-120b & gpt-oss-20b Model Card","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2508.10925","snapshot_observed_at":"2026-08-04T07:50:50.661957Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.02407","last_updated":"2026-08-03T15:49:14Z","snapshot_observed_at":"2026-08-07T11:36:44.216473Z","submitted_at":"2026-08-03T15:49:14Z","title":"Antares: Foundation Models for Agentic Vulnerability Localization","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-04T07:50:50.661957Z"},"links":{"cited_paper":"/paper/2508.10925","citing_paper":"/paper/2608.02407"},"observation_digest":"sha256:6aef733a32b9a79e777414ee11d1994fa90757f0a8d3a0c39ff49f493ecbe8c6","observation_id":"495158a3-af4f-4663-8731-0507abbce42f","resolution":{"observed_at":"2026-08-04T07:50:50.661957Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T07:50:50.653049Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.02407","last_updated":"2026-08-03T15:49:14Z","snapshot_observed_at":"2026-08-07T11:36:44.216473Z","submitted_at":"2026-08-03T15:49:14Z","title":"Antares: Foundation Models for Agentic Vulnerability Localization","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-04T07:50:50.653049Z"},"links":{"citing_paper":"/paper/2608.02407"},"observation_digest":"sha256:935de1f4775a3a5a7b8bf58d2d37dc7b827424128ebc17d93e2fdc063d960e45","observation_id":"82a888c1-cfb7-4718-9338-b669daf85f36","resolution":{"observed_at":"2026-08-04T07:50:50.653049Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T07:50:50.656334Z","title":"Introducing swe-bench verified","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2608.02407","last_updated":"2026-08-03T15:49:14Z","snapshot_observed_at":"2026-08-07T11:36:44.216473Z","submitted_at":"2026-08-03T15:49:14Z","title":"Antares: Foundation Models for Agentic Vulnerability Localization","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-04T07:50:50.656334Z"},"links":{"citing_paper":"/paper/2608.02407"},"observation_digest":"sha256:e06206d2fff823ae5222d16d4c53ca396e51fea1c12f96320faa33453fd6be3e","observation_id":"14819b50-598f-4516-9275-98adfde75b12","resolution":{"observed_at":"2026-08-04T07:50:50.656334Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T07:50:50.659235Z","title":null,"venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2608.02407","last_updated":"2026-08-03T15:49:14Z","snapshot_observed_at":"2026-08-07T11:36:44.216473Z","submitted_at":"2026-08-03T15:49:14Z","title":"Antares: Foundation Models for Agentic Vulnerability Localization","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-04T07:50:50.659235Z"},"links":{"citing_paper":"/paper/2608.02407"},"observation_digest":"sha256:94aa1409a80e4a876cf67abb626cd64030b6e5fda185a3f2c5fd11e74fac23a4","observation_id":"688cb50c-975d-4ce1-8682-93663ac085f6","resolution":{"observed_at":"2026-08-04T07:50:50.659235Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T07:50:50.673852Z","title":"A practical approach to the automatic classification of security-relevant commits","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2608.02407","last_updated":"2026-08-03T15:49:14Z","snapshot_observed_at":"2026-08-07T11:36:44.216473Z","submitted_at":"2026-08-03T15:49:14Z","title":"Antares: Foundation Models for Agentic Vulnerability Localization","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-04T07:50:50.673852Z"},"links":{"citing_paper":"/paper/2608.02407"},"observation_digest":"sha256:1683cf095aebc6bf541bedf8174da84a42d890a692d980a906eedd9e08a94e3e","observation_id":"bb547589-42e8-4062-bade-4accb6f291c4","resolution":{"observed_at":"2026-08-04T07:50:50.673852Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T07:50:50.664897Z","title":"Introducing swe-grep and swe-grep-mini: Rl for multi-turn, fast context retrieval","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.02407","last_updated":"2026-08-03T15:49:14Z","snapshot_observed_at":"2026-08-07T11:36:44.216473Z","submitted_at":"2026-08-03T15:49:14Z","title":"Antares: Foundation Models for Agentic Vulnerability Localization","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-04T07:50:50.664897Z"},"links":{"citing_paper":"/paper/2608.02407"},"observation_digest":"sha256:0e995fe25d44e9917a924994ab2e81cf48250ef3f1b5e64fcd8ed830771e5faa","observation_id":"5ee85150-b3ea-43ee-bd7c-abc77d2ba859","resolution":{"observed_at":"2026-08-04T07:50:50.664897Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T07:50:50.668105Z","title":"Gonzalez","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.02407","last_updated":"2026-08-03T15:49:14Z","snapshot_observed_at":"2026-08-07T11:36:44.216473Z","submitted_at":"2026-08-03T15:49:14Z","title":"Antares: Foundation Models for Agentic Vulnerability Localization","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-04T07:50:50.668105Z"},"links":{"citing_paper":"/paper/2608.02407"},"observation_digest":"sha256:fa87184402fefcdd863ddc894fa17068ff1f19a80e3d91b489a6d3ed677fb391","observation_id":"4c6f3c30-bdb5-4cf5-b0df-9beb02d1a9c5","resolution":{"observed_at":"2026-08-04T07:50:50.668105Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2506.11603","last_updated":"2025-06-16T03:35:12Z","snapshot_observed_at":"2026-08-07T04:02:03.372973Z","submitted_at":"2025-06-13T09:17:36Z","title":"TongSearch-QR: Reinforced Query Reasoning for Retrieval","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2506.11603","snapshot_observed_at":"2026-08-04T07:50:50.670748Z","title":"Tongsearch-qr: Reinforced query reasoning for retrieval, 2025","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.02407","last_updated":"2026-08-03T15:49:14Z","snapshot_observed_at":"2026-08-07T11:36:44.216473Z","submitted_at":"2026-08-03T15:49:14Z","title":"Antares: Foundation Models for Agentic Vulnerability Localization","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-04T07:50:50.670748Z"},"links":{"cited_paper":"/paper/2506.11603","citing_paper":"/paper/2608.02407"},"observation_digest":"sha256:529166884255998ea1170376a7fa86f8f8eb62d64b7d946099564977005dffce","observation_id":"7a94227a-af5c-4658-ba7a-75789f84180d","resolution":{"observed_at":"2026-08-04T07:50:50.670748Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2504.20595","last_updated":"2025-04-29T09:49:28Z","snapshot_observed_at":"2026-08-07T15:58:18.063496Z","submitted_at":"2025-04-29T09:49:28Z","title":"ReasonIR: Training Retrievers for Reasoning Tasks","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2504.20595","snapshot_observed_at":"2026-08-04T07:50:50.685326Z","title":"Reasonir: Training retrievers for reasoning tasks, 2025","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.02407","last_updated":"2026-08-03T15:49:14Z","snapshot_observed_at":"2026-08-07T11:36:44.216473Z","submitted_at":"2026-08-03T15:49:14Z","title":"Antares: Foundation Models for Agentic Vulnerability Localization","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-04T07:50:50.685326Z"},"links":{"cited_paper":"/paper/2504.20595","citing_paper":"/paper/2608.02407"},"observation_digest":"sha256:521f3c2d1df614c4eb94c76f6ef597386fcd5004e9d7ce90d796e4e386255dbe","observation_id":"f3775eb6-c352-426a-a27c-e9ac922bc5f3","resolution":{"observed_at":"2026-08-04T07:50:50.685326Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T07:50:50.676800Z","title":"Lily-Cybersecurity-7B-v0.2","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2608.02407","last_updated":"2026-08-03T15:49:14Z","snapshot_observed_at":"2026-08-07T11:36:44.216473Z","submitted_at":"2026-08-03T15:49:14Z","title":"Antares: Foundation Models for Agentic Vulnerability Localization","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-04T07:50:50.676800Z"},"links":{"citing_paper":"/paper/2608.02407"},"observation_digest":"sha256:e9ee4839b5e4dd9610fdc97fa73c29de612fa12b3cd571accd07212fbd99ce3d","observation_id":"5d1d1260-3655-48fb-91a6-5017c8f2b337","resolution":{"observed_at":"2026-08-04T07:50:50.676800Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T07:50:50.679882Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.02407","last_updated":"2026-08-03T15:49:14Z","snapshot_observed_at":"2026-08-07T11:36:44.216473Z","submitted_at":"2026-08-03T15:49:14Z","title":"Antares: Foundation Models for Agentic Vulnerability Localization","version":1},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-08-04T07:50:50.679882Z"},"links":{"citing_paper":"/paper/2608.02407"},"observation_digest":"sha256:f1e1ca1c5b89c8d5d3d4a8678b50f31f5f4867e9f1df3cf68530549950c09afc","observation_id":"39ca3cff-cd70-4071-a113-be70cc0d458b","resolution":{"observed_at":"2026-08-04T07:50:50.679882Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2406.05590","last_updated":"2025-02-18T12:26:33Z","snapshot_observed_at":"2026-07-06T18:27:36.903877Z","submitted_at":"2024-06-08T22:21:42Z","title":"NYU CTF Bench: A Scalable Open-Source Benchmark Dataset for Evaluating LLMs in Offensive Security","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2406.05590","snapshot_observed_at":"2026-08-04T07:50:50.682477Z","title":"Nyu ctf bench: A scalable open-source benchmark dataset for evaluating llms in offensive security, 2025","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.02407","last_updated":"2026-08-03T15:49:14Z","snapshot_observed_at":"2026-08-07T11:36:44.216473Z","submitted_at":"2026-08-03T15:49:14Z","title":"Antares: Foundation Models for Agentic Vulnerability Localization","version":1},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-08-04T07:50:50.682477Z"},"links":{"cited_paper":"/paper/2406.05590","citing_paper":"/paper/2608.02407"},"observation_digest":"sha256:71803a82ac19778aee9772a0da3a7bcc948d811a2f64cbf7e2256b24946f8707","observation_id":"b62f91e6-9de3-4e1c-8460-edc37fea8a3c","resolution":{"observed_at":"2026-08-04T07:50:50.682477Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T07:50:50.696935Z","title":"Sonarqube","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.02407","last_updated":"2026-08-03T15:49:14Z","snapshot_observed_at":"2026-08-07T11:36:44.216473Z","submitted_at":"2026-08-03T15:49:14Z","title":"Antares: Foundation Models for Agentic Vulnerability Localization","version":1},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-08-04T07:50:50.696935Z"},"links":{"citing_paper":"/paper/2608.02407"},"observation_digest":"sha256:ce7f40aa85da5c7c2a6bab2f4de60d922c1c9f7bdc07031cf0b76b1dd54c2b26","observation_id":"9174a809-5a58-4328-bad5-5185e748a007","resolution":{"observed_at":"2026-08-04T07:50:50.696935Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2402.03300","last_updated":"2024-04-27T15:25:53Z","snapshot_observed_at":"2026-08-06T14:58:42.911363Z","submitted_at":"2024-02-05T18:55:32Z","title":"DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2402.03300","snapshot_observed_at":"2026-08-04T07:50:50.688152Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2608.02407","last_updated":"2026-08-03T15:49:14Z","snapshot_observed_at":"2026-08-07T11:36:44.216473Z","submitted_at":"2026-08-03T15:49:14Z","title":"Antares: Foundation Models for Agentic Vulnerability Localization","version":1},"reference_index":45,"source":"pdf_text","source_observed_at":"2026-08-04T07:50:50.688152Z"},"links":{"cited_paper":"/paper/2402.03300","citing_paper":"/paper/2608.02407"},"observation_digest":"sha256:d87b4e4bbdbc61b4bf4ad0b37e56439a11f892f26418387fda80bc8385140210","observation_id":"48170847-7849-4c6c-b01f-98eac3a99fbd","resolution":{"observed_at":"2026-08-04T07:50:50.688152Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2409.19256","last_updated":"2024-10-02T04:01:47Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2024-09-28T06:20:03Z","title":"HybridFlow: A Flexible and Efficient RLHF Framework","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2409.19256","snapshot_observed_at":"2026-08-04T07:50:50.690902Z","title":"Hybridflow: A flexible and efficient rlhf framework","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2608.02407","last_updated":"2026-08-03T15:49:14Z","snapshot_observed_at":"2026-08-07T11:36:44.216473Z","submitted_at":"2026-08-03T15:49:14Z","title":"Antares: Foundation Models for Agentic Vulnerability Localization","version":1},"reference_index":46,"source":"pdf_text","source_observed_at":"2026-08-04T07:50:50.690902Z"},"links":{"cited_paper":"/paper/2409.19256","citing_paper":"/paper/2608.02407"},"observation_digest":"sha256:9afc3e2e37f18051a753fed3dbe81f39979cabe812c84ca47cca61226ff36762","observation_id":"02c76d80-eb57-4f4d-9fb4-e41670603165","resolution":{"observed_at":"2026-08-04T07:50:50.690902Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2605.24517","last_updated":"2026-05-23T11:08:46Z","snapshot_observed_at":"2026-08-01T19:56:38.196339Z","submitted_at":"2026-05-23T11:08:46Z","title":"ECHO: Terminal Agents Learn World Models for Free","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2605.24517","snapshot_observed_at":"2026-08-04T07:50:50.693796Z","title":"Echo: Terminal agents learn world models for free, 2026","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2608.02407","last_updated":"2026-08-03T15:49:14Z","snapshot_observed_at":"2026-08-07T11:36:44.216473Z","submitted_at":"2026-08-03T15:49:14Z","title":"Antares: Foundation Models for Agentic Vulnerability Localization","version":1},"reference_index":47,"source":"pdf_text","source_observed_at":"2026-08-04T07:50:50.693796Z"},"links":{"cited_paper":"/paper/2605.24517","citing_paper":"/paper/2608.02407"},"observation_digest":"sha256:ff1ec9e2840fea0d18bf33b37bb3c8acf388802dff13bb04e491190879eb2441","observation_id":"1a737a19-6529-47c4-a83e-b5a353f1b3d0","resolution":{"observed_at":"2026-08-04T07:50:50.693796Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T07:50:50.710566Z","title":"Falcon-h1r: Pushing the reasoning frontiers with a hybrid model for efficient test-time scaling,","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.02407","last_updated":"2026-08-03T15:49:14Z","snapshot_observed_at":"2026-08-07T11:36:44.216473Z","submitted_at":"2026-08-03T15:49:14Z","title":"Antares: Foundation Models for Agentic Vulnerability Localization","version":1},"reference_index":48,"source":"pdf_text","source_observed_at":"2026-08-04T07:50:50.710566Z"},"links":{"citing_paper":"/paper/2608.02407"},"observation_digest":"sha256:0b5f8ac5bcb10721eb7df2ca843591e8ca4c93f7eff8e900a6af4cdb4fc8c2d6","observation_id":"d1a1727b-e726-499e-aa25-31d8aa971ff5","resolution":{"observed_at":"2026-08-04T07:50:50.710566Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T07:50:50.699614Z","title":"Granite 4.0 nano: Just how small can you go? https://huggin gface.co/blog/ibm-granite/granite-4-nano , October 2025","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.02407","last_updated":"2026-08-03T15:49:14Z","snapshot_observed_at":"2026-08-07T11:36:44.216473Z","submitted_at":"2026-08-03T15:49:14Z","title":"Antares: Foundation Models for Agentic Vulnerability Localization","version":1},"reference_index":49,"source":"pdf_text","source_observed_at":"2026-08-04T07:50:50.699614Z"},"links":{"citing_paper":"/paper/2608.02407"},"observation_digest":"sha256:4d29930a88b88406cdd22758c983503c71408590fcb210e7b4905205caacb9d1","observation_id":"b8e16f2f-08d2-451b-8abd-5c590a79100b","resolution":{"observed_at":"2026-08-04T07:50:50.699614Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T07:50:50.702346Z","title":"Codescout: An effective recipe for reinforcement learning of code search agents, 2026","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2608.02407","last_updated":"2026-08-03T15:49:14Z","snapshot_observed_at":"2026-08-07T11:36:44.216473Z","submitted_at":"2026-08-03T15:49:14Z","title":"Antares: Foundation Models for Agentic Vulnerability Localization","version":1},"reference_index":50,"source":"pdf_text","source_observed_at":"2026-08-04T07:50:50.702346Z"},"links":{"citing_paper":"/paper/2608.02407"},"observation_digest":"sha256:6c90d203e38dcb88a3121c2c4d50a770b6fd5d72b2687d71f0e71838ae4fafa9","observation_id":"7ed09ea0-25af-4e5f-ba40-fbd752be22eb","resolution":{"observed_at":"2026-08-04T07:50:50.702346Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T07:50:50.704959Z","title":"Glm-4.5: Agentic, reasoning, and coding (arc) foundation models,","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.02407","last_updated":"2026-08-03T15:49:14Z","snapshot_observed_at":"2026-08-07T11:36:44.216473Z","submitted_at":"2026-08-03T15:49:14Z","title":"Antares: Foundation Models for Agentic Vulnerability Localization","version":1},"reference_index":51,"source":"pdf_text","source_observed_at":"2026-08-04T07:50:50.704959Z"},"links":{"citing_paper":"/paper/2608.02407"},"observation_digest":"sha256:6b2dd105fec0a4d6dfcabdc582896cdcc059fd1b544aff0e61349b30524113ca","observation_id":"ab8a6b81-82a6-4b71-80af-d073073f17ba","resolution":{"observed_at":"2026-08-04T07:50:50.704959Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2508.06471","last_updated":"2025-08-08T17:21:06Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2025-08-08T17:21:06Z","title":"GLM-4.5: Agentic, Reasoning, and Coding (ARC) Foundation Models","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2508.06471","snapshot_observed_at":"2026-08-04T07:50:50.707676Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.02407","last_updated":"2026-08-03T15:49:14Z","snapshot_observed_at":"2026-08-07T11:36:44.216473Z","submitted_at":"2026-08-03T15:49:14Z","title":"Antares: Foundation Models for Agentic Vulnerability Localization","version":1},"reference_index":52,"source":"pdf_text","source_observed_at":"2026-08-04T07:50:50.707676Z"},"links":{"cited_paper":"/paper/2508.06471","citing_paper":"/paper/2608.02407"},"observation_digest":"sha256:22977fb6c25923a36f47dfd840325a4d8712165e10b1df8dc1e714ec27c05fef","observation_id":"9edc7e00-e779-40c8-a131-fc45a1e6b474","resolution":{"observed_at":"2026-08-04T07:50:50.707676Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T07:50:50.726509Z","title":"Think before you retrieve: Learning test-time adaptive search with small language models, 2025","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.02407","last_updated":"2026-08-03T15:49:14Z","snapshot_observed_at":"2026-08-07T11:36:44.216473Z","submitted_at":"2026-08-03T15:49:14Z","title":"Antares: Foundation Models for Agentic Vulnerability Localization","version":1},"reference_index":53,"source":"pdf_text","source_observed_at":"2026-08-04T07:50:50.726509Z"},"links":{"citing_paper":"/paper/2608.02407"},"observation_digest":"sha256:127e93f286be9e637a61233f7d754e0bf9ddacaca45d32520625fbdc51b52af8","observation_id":"aafb62fd-1607-4c2c-8666-cc7626c2bdfa","resolution":{"observed_at":"2026-08-04T07:50:50.726509Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2212.03533","last_updated":"2024-02-22T06:21:51Z","snapshot_observed_at":"2026-07-06T14:27:46.217000Z","submitted_at":"2022-12-07T09:25:54Z","title":"Text Embeddings by Weakly-Supervised Contrastive Pre-training","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2212.03533","snapshot_observed_at":"2026-08-04T07:50:50.728980Z","title":"Text embeddings by weakly-supervised contrastive pre-training, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2608.02407","last_updated":"2026-08-03T15:49:14Z","snapshot_observed_at":"2026-08-07T11:36:44.216473Z","submitted_at":"2026-08-03T15:49:14Z","title":"Antares: Foundation Models for Agentic Vulnerability Localization","version":1},"reference_index":54,"source":"pdf_text","source_observed_at":"2026-08-04T07:50:50.728980Z"},"links":{"cited_paper":"/paper/2212.03533","citing_paper":"/paper/2608.02407"},"observation_digest":"sha256:c599ec39984ed84b7c0b55c9b750e1b00d2a34bfeaf33dd17840979b5e1d00ec","observation_id":"9eb5be75-d43a-4f3a-8154-0fba4ac67dfe","resolution":{"observed_at":"2026-08-04T07:50:50.728980Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2507.20534","last_updated":"2026-02-03T04:57:00Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2025-07-28T05:35:43Z","title":"Kimi K2: Open Agentic Intelligence","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2507.20534","snapshot_observed_at":"2026-08-04T07:50:50.715619Z","title":null,"venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2608.02407","last_updated":"2026-08-03T15:49:14Z","snapshot_observed_at":"2026-08-07T11:36:44.216473Z","submitted_at":"2026-08-03T15:49:14Z","title":"Antares: Foundation Models for Agentic Vulnerability Localization","version":1},"reference_index":55,"source":"pdf_text","source_observed_at":"2026-08-04T07:50:50.715619Z"},"links":{"cited_paper":"/paper/2507.20534","citing_paper":"/paper/2608.02407"},"observation_digest":"sha256:1d1e06d276f9dabbac6ba0ecd755918a53059d67c3087827bdfb7b92f44f7c90","observation_id":"8fb23fd9-8e3d-4217-a80b-676fa3d36c44","resolution":{"observed_at":"2026-08-04T07:50:50.715619Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2511.05963","last_updated":"2026-05-25T15:53:24Z","snapshot_observed_at":"2026-08-08T22:18:33.888125Z","submitted_at":"2025-11-08T10:41:26Z","title":"Next-Latent Prediction Transformers Learn Compact World Models","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2511.05963","snapshot_observed_at":"2026-08-04T07:50:50.718294Z","title":"Hu, Tim Pearce, Pratyusha Sharma, Akshay Krishnamurthy, Riashat Islam, Alex Lamb, and John Langford","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2608.02407","last_updated":"2026-08-03T15:49:14Z","snapshot_observed_at":"2026-08-07T11:36:44.216473Z","submitted_at":"2026-08-03T15:49:14Z","title":"Antares: Foundation Models for Agentic Vulnerability Localization","version":1},"reference_index":56,"source":"pdf_text","source_observed_at":"2026-08-04T07:50:50.718294Z"},"links":{"cited_paper":"/paper/2511.05963","citing_paper":"/paper/2608.02407"},"observation_digest":"sha256:2a6a33fb85112ec9c0dfc6a483c330a81ce67dd355ca17b73c7c234f4f698a57","observation_id":"a020135b-db72-4db7-938e-70e3b0e99822","resolution":{"observed_at":"2026-08-04T07:50:50.718294Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1007/978-3-031-99447-0_3","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Dubniczky, Ridhi Jain, and Lucas C","venue":null,"work_id":"217c78b7-e76d-4624-9b0f-8a68379e53b0","year":2026},"citing_paper":{"arxiv_id":"2608.02407","last_updated":"2026-08-03T15:49:14Z","snapshot_observed_at":"2026-08-07T11:36:44.216473Z","submitted_at":"2026-08-03T15:49:14Z","title":"Antares: Foundation Models for Agentic Vulnerability Localization","version":1},"reference_index":57,"source":"pdf_text","source_observed_at":"2026-08-04T07:50:50.721174Z"},"links":{"citing_paper":"/paper/2608.02407"},"observation_digest":"sha256:5137f60ce6f452580704d2fc7b40f371b71186e1e02e844cbbb395e6c493c753","observation_id":"be15f59d-dea4-4721-b0e8-6502e4d82df6","resolution":{"observed_at":"2026-08-04T07:54:11.710165Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T07:50:50.723887Z","title":"Qrs: A rule-synthesizing neuro-symbolic triad for autonomous vulnerability discovery, 2026","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2608.02407","last_updated":"2026-08-03T15:49:14Z","snapshot_observed_at":"2026-08-07T11:36:44.216473Z","submitted_at":"2026-08-03T15:49:14Z","title":"Antares: Foundation Models for Agentic Vulnerability Localization","version":1},"reference_index":58,"source":"pdf_text","source_observed_at":"2026-08-04T07:50:50.723887Z"},"links":{"citing_paper":"/paper/2608.02407"},"observation_digest":"sha256:484c8424bc725ec4023d82fff15aca1e449df921d1ddd86315f82977393bf5cb","observation_id":"6adfa989-c902-4dac-bf8c-e2e2e0fc43c7","resolution":{"observed_at":"2026-08-04T07:50:50.723887Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2508.01059","last_updated":"2025-08-01T20:25:57Z","snapshot_observed_at":"2026-08-06T12:22:28.743019Z","submitted_at":"2025-08-01T20:25:57Z","title":"Llama-3.1-FoundationAI-SecurityLLM-8B-Instruct Technical Report","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2508.01059","snapshot_observed_at":"2026-08-04T07:50:50.742631Z","title":"Llama-3.1-foundationai- securityllm-8b-instruct technical report, 2025","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.02407","last_updated":"2026-08-03T15:49:14Z","snapshot_observed_at":"2026-08-07T11:36:44.216473Z","submitted_at":"2026-08-03T15:49:14Z","title":"Antares: Foundation Models for Agentic Vulnerability Localization","version":1},"reference_index":59,"source":"pdf_text","source_observed_at":"2026-08-04T07:50:50.742631Z"},"links":{"cited_paper":"/paper/2508.01059","citing_paper":"/paper/2608.02407"},"observation_digest":"sha256:c77e5cc49a0f964e26e29f0295c3105980b94996839514384656769540eb6c73","observation_id":"3dd60dc4-fa6f-46e7-8c5b-cc25238ae705","resolution":{"observed_at":"2026-08-04T07:50:50.742631Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T07:50:50.745633Z","title":"From trace to line: Llm agent for real-world oss vulnerability localization, 2026","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2608.02407","last_updated":"2026-08-03T15:49:14Z","snapshot_observed_at":"2026-08-07T11:36:44.216473Z","submitted_at":"2026-08-03T15:49:14Z","title":"Antares: Foundation Models for Agentic Vulnerability Localization","version":1},"reference_index":60,"source":"pdf_text","source_observed_at":"2026-08-04T07:50:50.745633Z"},"links":{"citing_paper":"/paper/2608.02407"},"observation_digest":"sha256:4b0893ba23e7354a1e7eb3743afdc4924bcee6b0b33ada6c98d05266ec920652","observation_id":"baca496c-87ad-44f1-9007-d6536ec78bd1","resolution":{"observed_at":"2026-08-04T07:50:50.745633Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T07:50:50.731946Z","title":"Reposvul: A 32 repository-level high-quality vulnerability dataset, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2608.02407","last_updated":"2026-08-03T15:49:14Z","snapshot_observed_at":"2026-08-07T11:36:44.216473Z","submitted_at":"2026-08-03T15:49:14Z","title":"Antares: Foundation Models for Agentic Vulnerability Localization","version":1},"reference_index":61,"source":"pdf_text","source_observed_at":"2026-08-04T07:50:50.731946Z"},"links":{"citing_paper":"/paper/2608.02407"},"observation_digest":"sha256:ebae147a102064435fa9c9ea5e8ae21b135e29a612a56216d81791e79b6dcbad","observation_id":"096e9981-28da-4acb-b746-5666dfc6758b","resolution":{"observed_at":"2026-08-04T07:50:50.731946Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2605.11086","last_updated":"2026-05-11T18:00:14Z","snapshot_observed_at":"2026-08-03T15:26:24.771574Z","submitted_at":"2026-05-11T18:00:14Z","title":"ExploitGym: Can AI Agents Turn Security Vulnerabilities into Real Attacks?","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2605.11086","snapshot_observed_at":"2026-08-04T07:50:50.734598Z","title":"Exploitgym: Can ai agents turn security vulnerabilities into real attacks?, 2026","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2608.02407","last_updated":"2026-08-03T15:49:14Z","snapshot_observed_at":"2026-08-07T11:36:44.216473Z","submitted_at":"2026-08-03T15:49:14Z","title":"Antares: Foundation Models for Agentic Vulnerability Localization","version":1},"reference_index":62,"source":"pdf_text","source_observed_at":"2026-08-04T07:50:50.734598Z"},"links":{"cited_paper":"/paper/2605.11086","citing_paper":"/paper/2608.02407"},"observation_digest":"sha256:f276db416d52d0bee912d992f9a199eee7df66fdc9c3e8405639d11dd21f835f","observation_id":"0b475920-b1fc-4e51-bad1-a633f5abc900","resolution":{"observed_at":"2026-08-04T07:50:50.734598Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T07:50:50.737498Z","title":"Cybergym: Evaluating ai agents’ real-world cybersecurity capabilities at scale, 2026","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2608.02407","last_updated":"2026-08-03T15:49:14Z","snapshot_observed_at":"2026-08-07T11:36:44.216473Z","submitted_at":"2026-08-03T15:49:14Z","title":"Antares: Foundation Models for Agentic Vulnerability Localization","version":1},"reference_index":63,"source":"pdf_text","source_observed_at":"2026-08-04T07:50:50.737498Z"},"links":{"citing_paper":"/paper/2608.02407"},"observation_digest":"sha256:46296b6526283c6db69f8869f6da8a50b3b601d9e8e1a8368c28cbeb614e1c89","observation_id":"62dfc1af-811a-49f6-9127-a9b2428a3f1c","resolution":{"observed_at":"2026-08-04T07:50:50.737498Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T07:50:50.740165Z","title":"Vulagent: Hypothesis-validation based multi- agent vulnerability detection, 2025","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.02407","last_updated":"2026-08-03T15:49:14Z","snapshot_observed_at":"2026-08-07T11:36:44.216473Z","submitted_at":"2026-08-03T15:49:14Z","title":"Antares: Foundation Models for Agentic Vulnerability Localization","version":1},"reference_index":64,"source":"pdf_text","source_observed_at":"2026-08-04T07:50:50.740165Z"},"links":{"citing_paper":"/paper/2608.02407"},"observation_digest":"sha256:4e7de7ee4f75a0edcf0d1a7dd39e9ae90946f31926d4a644f1db7ac632d803b3","observation_id":"a1a3bd8f-2f34-42bd-9b4a-cc5cf0025592","resolution":{"observed_at":"2026-08-04T07:50:50.740165Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T07:50:50.762166Z","title":"Fastcontext: Training efficient repository explorer for coding agents,","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.02407","last_updated":"2026-08-03T15:49:14Z","snapshot_observed_at":"2026-08-07T11:36:44.216473Z","submitted_at":"2026-08-03T15:49:14Z","title":"Antares: Foundation Models for Agentic Vulnerability Localization","version":1},"reference_index":65,"source":"pdf_text","source_observed_at":"2026-08-04T07:50:50.762166Z"},"links":{"citing_paper":"/paper/2608.02407"},"observation_digest":"sha256:961b8a89286ad4f491501fb67a1b3edd3d213f2e72f4dedd42f99b2fca3b7c0a","observation_id":"6ce1daa3-2ba2-4f10-aa47-dc8944165bff","resolution":{"observed_at":"2026-08-04T07:50:50.762166Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T07:50:50.767938Z","title":"Deepresearcher: Scaling deep research via reinforcement learning in real-world environments,","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.02407","last_updated":"2026-08-03T15:49:14Z","snapshot_observed_at":"2026-08-07T11:36:44.216473Z","submitted_at":"2026-08-03T15:49:14Z","title":"Antares: Foundation Models for Agentic Vulnerability Localization","version":1},"reference_index":66,"source":"pdf_text","source_observed_at":"2026-08-04T07:50:50.767938Z"},"links":{"citing_paper":"/paper/2608.02407"},"observation_digest":"sha256:6e95dc6f62633af71f9347ce9b0f1be545b5f6e03be6de2ef987330eec9b11a0","observation_id":"1b781047-1e25-477c-a302-f683c550c201","resolution":{"observed_at":"2026-08-04T07:50:50.767938Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2505.09388","last_updated":"2025-05-14T13:41:34Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2025-05-14T13:41:34Z","title":"Qwen3 Technical Report","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2505.09388","snapshot_observed_at":"2026-08-04T07:50:50.748230Z","title":"Qwen3 technical report, 2025","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.02407","last_updated":"2026-08-03T15:49:14Z","snapshot_observed_at":"2026-08-07T11:36:44.216473Z","submitted_at":"2026-08-03T15:49:14Z","title":"Antares: Foundation Models for Agentic Vulnerability Localization","version":1},"reference_index":67,"source":"pdf_text","source_observed_at":"2026-08-04T07:50:50.748230Z"},"links":{"cited_paper":"/paper/2505.09388","citing_paper":"/paper/2608.02407"},"observation_digest":"sha256:4a9de70257b184b769b05a1f8228f6a81762e7b06817b52753c2a0569dba6f2d","observation_id":"40c92d40-750d-4fce-a9ae-132745f5ef9a","resolution":{"observed_at":"2026-08-04T07:50:50.748230Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T07:50:50.750869Z","title":"Llama-3.1-foundationai-securityllm-reasoning-8b technical report,","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.02407","last_updated":"2026-08-03T15:49:14Z","snapshot_observed_at":"2026-08-07T11:36:44.216473Z","submitted_at":"2026-08-03T15:49:14Z","title":"Antares: Foundation Models for Agentic Vulnerability Localization","version":1},"reference_index":68,"source":"pdf_text","source_observed_at":"2026-08-04T07:50:50.750869Z"},"links":{"citing_paper":"/paper/2608.02407"},"observation_digest":"sha256:98a6a1741f1772f74044cc53d253dbbacf8cd67f06863e4a42df15595fd00cf3","observation_id":"a2ae8485-8577-4c17-9530-1fe5e60b754c","resolution":{"observed_at":"2026-08-04T07:50:50.750869Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T07:50:50.753666Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.02407","last_updated":"2026-08-03T15:49:14Z","snapshot_observed_at":"2026-08-07T11:36:44.216473Z","submitted_at":"2026-08-03T15:49:14Z","title":"Antares: Foundation Models for Agentic Vulnerability Localization","version":1},"reference_index":69,"source":"pdf_text","source_observed_at":"2026-08-04T07:50:50.753666Z"},"links":{"citing_paper":"/paper/2608.02407"},"observation_digest":"sha256:a98eda07b9925206df16ee7d3c28d73fa8ddd7f0dbdc26b4d07a8776ead70257","observation_id":"21a84032-92f3-4f53-9f95-c7f06280893c","resolution":{"observed_at":"2026-08-04T07:50:50.753666Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2406.12045","last_updated":"2024-06-17T19:33:08Z","snapshot_observed_at":"2026-08-08T21:08:39.676079Z","submitted_at":"2024-06-17T19:33:08Z","title":"$\\tau$-bench: A Benchmark for Tool-Agent-User Interaction in Real-World Domains","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2406.12045","snapshot_observed_at":"2026-08-04T07:50:50.756241Z","title":"URLhttps://arxiv.org/abs/2406.12045","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2608.02407","last_updated":"2026-08-03T15:49:14Z","snapshot_observed_at":"2026-08-07T11:36:44.216473Z","submitted_at":"2026-08-03T15:49:14Z","title":"Antares: Foundation Models for Agentic Vulnerability Localization","version":1},"reference_index":70,"source":"pdf_text","source_observed_at":"2026-08-04T07:50:50.756241Z"},"links":{"cited_paper":"/paper/2406.12045","citing_paper":"/paper/2608.02407"},"observation_digest":"sha256:1d534bbb6363c5ace4c6dbbec5ebb18c353c38d17475a211ff966d68a11d88cd","observation_id":"5a6c57b7-ac77-4224-8f20-dda223e138ef","resolution":{"observed_at":"2026-08-04T07:50:50.756241Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T07:50:50.759292Z","title":"Primus: A pioneering collection of open-source datasets for cybersecurity llm training, 2025","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.02407","last_updated":"2026-08-03T15:49:14Z","snapshot_observed_at":"2026-08-07T11:36:44.216473Z","submitted_at":"2026-08-03T15:49:14Z","title":"Antares: Foundation Models for Agentic Vulnerability Localization","version":1},"reference_index":71,"source":"pdf_text","source_observed_at":"2026-08-04T07:50:50.759292Z"},"links":{"citing_paper":"/paper/2608.02407"},"observation_digest":"sha256:3a11e73df3830be9765dfb76c4de5fbc0802347e941ed3e3cf7c4b0fc1d0278c","observation_id":"2a4c1f3a-97d8-4f75-b64b-56aac6cc9689","resolution":{"observed_at":"2026-08-04T07:50:50.759292Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2606.14066","last_updated":"2026-06-30T01:15:16Z","snapshot_observed_at":"2026-07-06T23:52:28.557859Z","submitted_at":"2026-06-12T03:23:59Z","title":"FastContext: Training Efficient Repository Explorer for Coding Agents","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2606.14066","snapshot_observed_at":"2026-08-04T07:50:50.764807Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.02407","last_updated":"2026-08-03T15:49:14Z","snapshot_observed_at":"2026-08-07T11:36:44.216473Z","submitted_at":"2026-08-03T15:49:14Z","title":"Antares: Foundation Models for Agentic Vulnerability Localization","version":1},"reference_index":73,"source":"pdf_text","source_observed_at":"2026-08-04T07:50:50.764807Z"},"links":{"cited_paper":"/paper/2606.14066","citing_paper":"/paper/2608.02407"},"observation_digest":"sha256:1a33849d8a6dc42b50ec56d82a94cbe51386b39da5ff1a344b34d0c930fc64eb","observation_id":"dd85e96e-4af4-45fd-96f2-f1463e531ae2","resolution":{"observed_at":"2026-08-04T07:50:50.764807Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2504.03160","last_updated":"2025-04-17T04:46:08Z","snapshot_observed_at":"2026-07-06T21:04:06.413573Z","submitted_at":"2025-04-04T04:41:28Z","title":"DeepResearcher: Scaling Deep Research via Reinforcement Learning in Real-world Environments","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2504.03160","snapshot_observed_at":"2026-08-04T07:50:50.770562Z","title":"type\": \"function","venue":null,"work_id":null,"year":2000},"citing_paper":{"arxiv_id":"2608.02407","last_updated":"2026-08-03T15:49:14Z","snapshot_observed_at":"2026-08-07T11:36:44.216473Z","submitted_at":"2026-08-03T15:49:14Z","title":"Antares: Foundation Models for Agentic Vulnerability Localization","version":1},"reference_index":75,"source":"pdf_text","source_observed_at":"2026-08-04T07:50:50.770562Z"},"links":{"cited_paper":"/paper/2504.03160","citing_paper":"/paper/2608.02407"},"observation_digest":"sha256:eb54f82c33189d098667aa4b950cac795fd98321f4d5f094903611c42c6e0657","observation_id":"37badcf7-0561-48c2-ae28-9dacf9426ed0","resolution":{"observed_at":"2026-08-04T07:50:50.770562Z","resolver_source":null,"status":"malformed_identifier"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T07:50:50.774391Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.02407","last_updated":"2026-08-03T15:49:14Z","snapshot_observed_at":"2026-08-07T11:36:44.216473Z","submitted_at":"2026-08-03T15:49:14Z","title":"Antares: Foundation Models for Agentic Vulnerability Localization","version":1},"reference_index":76,"source":"pdf_text","source_observed_at":"2026-08-04T07:50:50.774391Z"},"links":{"citing_paper":"/paper/2608.02407"},"observation_digest":"sha256:25fc00c159d2e36bd3d37a5aa634f7daf251e609e9d42cdb3d40cf9f22bda6f8","observation_id":"4c08ddd2-4eca-44c5-a448-b96aef928c2e","resolution":{"observed_at":"2026-08-04T07:50:50.774391Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T07:50:50.777125Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.02407","last_updated":"2026-08-03T15:49:14Z","snapshot_observed_at":"2026-08-07T11:36:44.216473Z","submitted_at":"2026-08-03T15:49:14Z","title":"Antares: Foundation Models for Agentic Vulnerability Localization","version":1},"reference_index":77,"source":"pdf_text","source_observed_at":"2026-08-04T07:50:50.777125Z"},"links":{"citing_paper":"/paper/2608.02407"},"observation_digest":"sha256:fd68aa2666dd6c81f57e740fe58dc867c320736e7bdda4ffe2adeccf52325f9f","observation_id":"f6ce17ae-2218-4f99-a8de-7f27cbaac0d2","resolution":{"observed_at":"2026-08-04T07:50:50.777125Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T07:50:50.779900Z","title":"The model checkpoint, inference parameters, tool definitions, sandbox, scoring function, and evalu- ation entries remain unchanged","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2608.02407","last_updated":"2026-08-03T15:49:14Z","snapshot_observed_at":"2026-08-07T11:36:44.216473Z","submitted_at":"2026-08-03T15:49:14Z","title":"Antares: Foundation Models for Agentic Vulnerability Localization","version":1},"reference_index":78,"source":"pdf_text","source_observed_at":"2026-08-04T07:50:50.779900Z"},"links":{"citing_paper":"/paper/2608.02407"},"observation_digest":"sha256:41afee7191f7d5bfe2ec2ee5a8c4940882d93b16ff87ca84c11450b614c36887","observation_id":"124e6b7c-b9d0-48ac-a588-1ad6f7da51f1","resolution":{"observed_at":"2026-08-04T07:50:50.779900Z","resolver_source":null,"status":"malformed_identifier"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2505.18405","last_updated":"2025-05-27T04:20:31Z","snapshot_observed_at":"2026-08-07T14:29:45.870059Z","submitted_at":"2025-05-23T22:18:32Z","title":"RaDeR: Reasoning-aware Dense Retrieval Models","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2505.18405","snapshot_observed_at":"2026-08-04T07:50:50.587651Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.02407","last_updated":"2026-08-03T15:49:14Z","snapshot_observed_at":"2026-08-07T11:36:44.216473Z","submitted_at":"2026-08-03T15:49:14Z","title":"Antares: Foundation Models for Agentic Vulnerability Localization","version":1},"reference_index":2025,"source":"pdf_text","source_observed_at":"2026-08-04T07:50:50.587651Z"},"links":{"cited_paper":"/paper/2505.18405","citing_paper":"/paper/2608.02407"},"observation_digest":"sha256:86bdce79fca70baf67c6eb3b1f875ddf8cf6ef4f0883ec179f9927bf28c0714b","observation_id":"21fd2a86-5fdf-4954-8add-2432709e1d40","resolution":{"observed_at":"2026-08-04T07:50:50.587651Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-04T07:50:50.713092Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.02407","last_updated":"2026-08-03T15:49:14Z","snapshot_observed_at":"2026-08-07T11:36:44.216473Z","submitted_at":"2026-08-03T15:49:14Z","title":"Antares: Foundation Models for Agentic Vulnerability Localization","version":1},"reference_index":2026,"source":"pdf_text","source_observed_at":"2026-08-04T07:50:50.713092Z"},"links":{"citing_paper":"/paper/2608.02407"},"observation_digest":"sha256:186a3c3edf44defb7b86c2e379fcf5f63b36dce2c887866312386240b83fbb7a","observation_id":"39b4dd46-1ce9-4a3d-899b-02831b1436c7","resolution":{"observed_at":"2026-08-04T07:50:50.713092Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2608.02407","last_updated":"2026-08-03T15:49:14Z","latest_version":1,"primary_category":"cs.CR","snapshot_observed_at":"2026-08-07T11:36:44.216473Z","submitted_at":"2026-08-03T15:49:14Z","title":"Antares: Foundation Models for Agentic Vulnerability Localization"},"reference_resolution":{"displayed":78,"state_counts":{"malformed_identifier":2,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":75,"verified_exact":1,"verified_fuzzy":0},"total_outbound_references":78},"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":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"thesis":"As of 9 August 2026, this Paper Citation Record lists 78 of 78 outbound references and 0 inbound Pith citation observations for arXiv:2608.02407."}