{"as_of":"2026-08-14T20:53:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:d0202c40a55fcaf2f1b44e4c23362bcdf86109479930416b3a1699236f78bcda","coverage":[{"denominator":12,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":12,"source":"paper_references, paper_reference_links","source_observed_at":"2026-05-10T06:02:32.399075Z","state":"measured"},{"denominator":12,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":12,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-14T06:32:32.682623+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/2604.17159/citation-record","integrity":"/paper/2604.17159/integrity","json":"/paper/2604.17159/citation-record.json","paper":"/paper/2604.17159"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Generative AI in cybersecurity: A com- prehensive review of LLM applications and vulnerabilities","venue":null,"work_id":"ad0736c5-7eab-4eef-8d3a-52aefa896c32","year":2025},"citing_paper":{"arxiv_id":"2604.17159","last_updated":"2026-04-18T22:13:23Z","snapshot_observed_at":"2026-08-11T04:29:00.962518Z","submitted_at":"2026-04-18T22:13:23Z","title":"Systematic Capability Benchmarking of Frontier Large Language Models for Offensive Cyber Tasks","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-05-10T06:02:32.399075Z"},"links":{"citing_paper":"/paper/2604.17159"},"observation_digest":"sha256:257aa1482576cf4e47b5ffc0f17f71db4dda89a104aa16982a944341a174ad5e","observation_id":"8927117d-cc4c-4fb4-88ca-d6e6cba95f30","resolution":{"observed_at":"2026-05-21T18:05:27.878652Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2402.06664","last_updated":"2024-02-16T04:02:51Z","snapshot_observed_at":"2026-08-13T04:25:07.273529Z","submitted_at":"2024-02-06T14:46:08Z","title":"LLM Agents can Autonomously Hack Websites","version":3},"cited_work":{"arxiv_id":"2402.06664","doi":"10.48550/arxiv.2402.06664","metadata_source":"arxiv_reference","pith_arxiv_id":"2402.06664","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Richard Fang, Rohan Bindu, Akul Gupta, Qiusi Zhan, and Daniel Kang","venue":"arXiv (Cornell University)","work_id":"bfd110c5-1c7c-43b5-b089-536abb8ca4f2","year":2024},"citing_paper":{"arxiv_id":"2604.17159","last_updated":"2026-04-18T22:13:23Z","snapshot_observed_at":"2026-08-11T04:29:00.962518Z","submitted_at":"2026-04-18T22:13:23Z","title":"Systematic Capability Benchmarking of Frontier Large Language Models for Offensive Cyber Tasks","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-05-10T06:02:32.399075Z"},"links":{"cited_paper":"/paper/2402.06664","citing_paper":"/paper/2604.17159"},"observation_digest":"sha256:e4dcb6bbd2f192e1896eb971177ee8ce9caafd44ca2e0c113c7d6726b615454e","observation_id":"479d3493-16c0-438e-8fbb-2b1b43ddccdd","resolution":{"observed_at":"2026-05-10T06:06:19.079644Z","resolver_source":"arxiv_id","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"PentestGPT: Evaluating and harnessing large language models for automated penetration testing","venue":null,"work_id":"86aa3708-1d05-4231-8fee-5cc656cd9c33","year":2024},"citing_paper":{"arxiv_id":"2604.17159","last_updated":"2026-04-18T22:13:23Z","snapshot_observed_at":"2026-08-11T04:29:00.962518Z","submitted_at":"2026-04-18T22:13:23Z","title":"Systematic Capability Benchmarking of Frontier Large Language Models for Offensive Cyber Tasks","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-05-10T06:02:32.399075Z"},"links":{"citing_paper":"/paper/2604.17159"},"observation_digest":"sha256:627cc544c15b8ff4cfb5e503de3cdf5d397a5d3a314009574a30c172e2f718c7","observation_id":"77506b14-1d7b-41c9-ab74-0a552213cd1e","resolution":{"observed_at":"2026-05-21T18:05:27.880650Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2502.15797","last_updated":"2025-02-18T19:33:14Z","snapshot_observed_at":"2026-08-14T16:43:23.652372Z","submitted_at":"2025-02-18T19:33:14Z","title":"OCCULT: Evaluating Large Language Models for Offensive Cyber Operation Capabilities","version":1},"cited_work":{"arxiv_id":"2502.15797","doi":"10.48550/arxiv.2502.15797","metadata_source":"arxiv_reference","pith_arxiv_id":"2502.15797","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Occult: Evaluating large language models for offensive cyber operation capabilities","venue":"ArXiv.org","work_id":"905acb7e-d7c7-4fcb-8c04-b9a0c55ba4b2","year":2025},"citing_paper":{"arxiv_id":"2604.17159","last_updated":"2026-04-18T22:13:23Z","snapshot_observed_at":"2026-08-11T04:29:00.962518Z","submitted_at":"2026-04-18T22:13:23Z","title":"Systematic Capability Benchmarking of Frontier Large Language Models for Offensive Cyber Tasks","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-05-10T06:02:32.399075Z"},"links":{"cited_paper":"/paper/2502.15797","citing_paper":"/paper/2604.17159"},"observation_digest":"sha256:e574cefbea7a55374e96ef98c6e0f790cb3f7b2ea6d9849926be198bdd8fb9b3","observation_id":"f1e731c9-9870-46d5-a69c-b3b9c6ce0b86","resolution":{"observed_at":"2026-05-10T06:06:19.095389Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2406.05590","last_updated":"2025-02-18T12:26:33Z","snapshot_observed_at":"2026-08-12T23:47:12.405761Z","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":"2406.05590","doi":"10.48550/arxiv.2406.05590","metadata_source":"arxiv_reference","pith_arxiv_id":"2406.05590","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Nyu ctf bench: A scalable open-source benchmark dataset for evaluating llms in offensive security","venue":"arXiv (Cornell University)","work_id":"a0a8db29-57c1-4f53-817f-6f166bc22588","year":2024},"citing_paper":{"arxiv_id":"2604.17159","last_updated":"2026-04-18T22:13:23Z","snapshot_observed_at":"2026-08-11T04:29:00.962518Z","submitted_at":"2026-04-18T22:13:23Z","title":"Systematic Capability Benchmarking of Frontier Large Language Models for Offensive Cyber Tasks","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-05-10T06:02:32.399075Z"},"links":{"cited_paper":"/paper/2406.05590","citing_paper":"/paper/2604.17159"},"observation_digest":"sha256:d20d9b39e5c829b97d6b3236dcdab8457af62ea676d78639ca9d8974def6eb9e","observation_id":"465b323a-806e-4e04-8059-d42cec2a3e14","resolution":{"observed_at":"2026-05-10T06:06:19.098028Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2409.16165","last_updated":"2025-06-05T10:58:02Z","snapshot_observed_at":"2026-08-12T22:38:33.328339Z","submitted_at":"2024-09-24T15:06:01Z","title":"EnIGMA: Interactive Tools Substantially Assist LM Agents in Finding Security Vulnerabilities","version":3},"cited_work":{"arxiv_id":"2409.16165","doi":"10.48550/arxiv.2409.16165","metadata_source":"arxiv_reference","pith_arxiv_id":"2409.16165","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Jimenez, Farshad Khorrami, Prashanth Krishnamurthy, Brendan Dolan-Gavitt, Muhammad Shafique, Karthik Narasimhan, Ramesh Karri, and Ofir Press","venue":"arXiv (Cornell University)","work_id":"4b1b0dec-1561-43a4-8302-ab9120d831bf","year":2024},"citing_paper":{"arxiv_id":"2604.17159","last_updated":"2026-04-18T22:13:23Z","snapshot_observed_at":"2026-08-11T04:29:00.962518Z","submitted_at":"2026-04-18T22:13:23Z","title":"Systematic Capability Benchmarking of Frontier Large Language Models for Offensive Cyber Tasks","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-05-10T06:02:32.399075Z"},"links":{"cited_paper":"/paper/2409.16165","citing_paper":"/paper/2604.17159"},"observation_digest":"sha256:b0c8f8ddcbaf54ffa42ac5e156c01268f490036ee5e7b1ab893cc338811b7343","observation_id":"7613c64e-2c0d-4576-8aea-5fcbcae9637c","resolution":{"observed_at":"2026-05-10T06:06:19.085010Z","resolver_source":"arxiv_id","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2502.10931","last_updated":"2025-05-11T03:59:37Z","snapshot_observed_at":"2026-08-07T18:15:24.246098Z","submitted_at":"2025-02-15T23:43:18Z","title":"D-CIPHER: Dynamic Collaborative Intelligent Multi-Agent System with Planner and Heterogeneous Executors for Offensive Security","version":2},"cited_work":{"arxiv_id":"2502.10931","doi":"10.48550/arxiv.2502.10931","metadata_source":"arxiv_reference","pith_arxiv_id":"2502.10931","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"D-CIPHER: Dynamic collaborative intel- ligent multi-agent system with planner and heterogeneous executors for offensive security.CoRR, abs/2502.10931","venue":"ArXiv.org","work_id":"a6e0d773-411d-48d7-a2a6-88a4e8e3548d","year":2025},"citing_paper":{"arxiv_id":"2604.17159","last_updated":"2026-04-18T22:13:23Z","snapshot_observed_at":"2026-08-11T04:29:00.962518Z","submitted_at":"2026-04-18T22:13:23Z","title":"Systematic Capability Benchmarking of Frontier Large Language Models for Offensive Cyber Tasks","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-05-10T06:02:32.399075Z"},"links":{"cited_paper":"/paper/2502.10931","citing_paper":"/paper/2604.17159"},"observation_digest":"sha256:e98a64f2b0bff3ee369596176b5e367795ad44f347d08c08b1d16c7cc2b4ca75","observation_id":"ec0a22bb-13f5-4249-81da-1e0d1341dad6","resolution":{"observed_at":"2026-05-10T06:06:19.082441Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2505.17107","last_updated":"2025-05-21T11:01:11Z","snapshot_observed_at":"2026-08-07T15:16:49.090252Z","submitted_at":"2025-05-21T11:01:11Z","title":"CRAKEN: Cybersecurity LLM Agent with Knowledge-Based Execution","version":1},"cited_work":{"arxiv_id":"2505.17107","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2505.17107","snapshot_observed_at":"2026-07-04T19:20:07.172450Z","title":"CRAKEN: cybersecurity LLM agent with knowledge-based execution.CoRR, abs/2505.17107","venue":null,"work_id":"f11e797a-090d-4649-a262-780d1cb36628","year":2025},"citing_paper":{"arxiv_id":"2604.17159","last_updated":"2026-04-18T22:13:23Z","snapshot_observed_at":"2026-08-11T04:29:00.962518Z","submitted_at":"2026-04-18T22:13:23Z","title":"Systematic Capability Benchmarking of Frontier Large Language Models for Offensive Cyber Tasks","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-05-10T06:02:32.399075Z"},"links":{"cited_paper":"/paper/2505.17107","citing_paper":"/paper/2604.17159"},"observation_digest":"sha256:a67a80b316d3d6280cf99ac80f23d7adfdeb7279cb340bd65e00e109c363bdb8","observation_id":"a1693e07-42de-44bf-889c-eaf38d71ce4b","resolution":{"observed_at":"2026-05-10T06:06:19.089932Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2402.11814","last_updated":"2024-02-19T04:08:44Z","snapshot_observed_at":"2026-08-13T04:26:36.513410Z","submitted_at":"2024-02-19T04:08:44Z","title":"An Empirical Evaluation of LLMs for Solving Offensive Security Challenges","version":1},"cited_work":{"arxiv_id":"2402.11814","doi":"10.48550/arxiv.2402.11814","metadata_source":"arxiv_reference","pith_arxiv_id":"2402.11814","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"An empirical evaluation of llms for solving offensive security challenges","venue":"arXiv (Cornell University)","work_id":"0ac4732e-b4a7-41a2-b49d-f952b425e80d","year":2024},"citing_paper":{"arxiv_id":"2604.17159","last_updated":"2026-04-18T22:13:23Z","snapshot_observed_at":"2026-08-11T04:29:00.962518Z","submitted_at":"2026-04-18T22:13:23Z","title":"Systematic Capability Benchmarking of Frontier Large Language Models for Offensive Cyber Tasks","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-05-10T06:02:32.399075Z"},"links":{"cited_paper":"/paper/2402.11814","citing_paper":"/paper/2604.17159"},"observation_digest":"sha256:2ed09344af205f083c9a26e12e13c84a4f745571cb1735ce6192846ffdbc5347","observation_id":"4bb081e1-779b-4042-a3d7-129c3a192a6f","resolution":{"observed_at":"2026-05-10T06:06:19.100715Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2408.08926","last_updated":"2025-04-12T21:26:07Z","snapshot_observed_at":"2026-08-12T23:03:01.500686Z","submitted_at":"2024-08-15T17:23:10Z","title":"Cybench: A Framework for Evaluating Cybersecurity Capabilities and Risks of Language Models","version":4},"cited_work":{"arxiv_id":"2408.08926","doi":null,"metadata_source":"pith","pith_arxiv_id":"2408.08926","snapshot_observed_at":"2026-07-10T18:37:31.168670Z","title":"K., et al","venue":"cs.CR","work_id":"e0f8e335-0df1-4fa1-a820-ae6717e73cc1","year":2024},"citing_paper":{"arxiv_id":"2604.17159","last_updated":"2026-04-18T22:13:23Z","snapshot_observed_at":"2026-08-11T04:29:00.962518Z","submitted_at":"2026-04-18T22:13:23Z","title":"Systematic Capability Benchmarking of Frontier Large Language Models for Offensive Cyber Tasks","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-05-10T06:02:32.399075Z"},"links":{"cited_paper":"/paper/2408.08926","citing_paper":"/paper/2604.17159"},"observation_digest":"sha256:d3e63af308162659eea5110f71c4b5184c7a6edcfd6195586baa8ba99d04ac09","observation_id":"670e3a77-f49b-4e6a-b904-6acda6aaf242","resolution":{"observed_at":"2026-05-10T06:06:19.087529Z","resolver_source":"arxiv_id","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"CTFusion: A CTF-based benchmark for LLM agent evaluation","venue":null,"work_id":"feb9cd47-b255-43a7-8d62-c61fb7206818","year":2026},"citing_paper":{"arxiv_id":"2604.17159","last_updated":"2026-04-18T22:13:23Z","snapshot_observed_at":"2026-08-11T04:29:00.962518Z","submitted_at":"2026-04-18T22:13:23Z","title":"Systematic Capability Benchmarking of Frontier Large Language Models for Offensive Cyber Tasks","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-05-10T06:02:32.399075Z"},"links":{"citing_paper":"/paper/2604.17159"},"observation_digest":"sha256:7402a24e0f09a12f3fc5d7850955cccd119fbcb526443075d764b30eb8b99055","observation_id":"f925fd48-69c5-4323-a651-8aae7f8b7b15","resolution":{"observed_at":"2026-05-21T18:05:27.883199Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"2505.15216","doi":"10.48550/arxiv.2505.15216","metadata_source":"arxiv_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Zhang, Joey Ji, Celeste Menders, Riya Dulepet, T","venue":"ArXiv.org","work_id":"13c84db8-c5ad-4f46-880d-9c5e55ddbd8d","year":2025},"citing_paper":{"arxiv_id":"2604.17159","last_updated":"2026-04-18T22:13:23Z","snapshot_observed_at":"2026-08-11T04:29:00.962518Z","submitted_at":"2026-04-18T22:13:23Z","title":"Systematic Capability Benchmarking of Frontier Large Language Models for Offensive Cyber Tasks","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-05-10T06:02:32.399075Z"},"links":{"citing_paper":"/paper/2604.17159"},"observation_digest":"sha256:14ac90b863dc8cabcafdea60e7863649e76375e06cd2c193296f2214a5f32803","observation_id":"4342aafa-f030-4bd0-9318-cb02d203a8f3","resolution":{"observed_at":"2026-05-10T06:06:19.092403Z","resolver_source":"arxiv_id","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2604.17159","last_updated":"2026-04-18T22:13:23Z","latest_version":1,"primary_category":"cs.CR","snapshot_observed_at":"2026-08-11T04:29:00.962518Z","submitted_at":"2026-04-18T22:13:23Z","title":"Systematic Capability Benchmarking of Frontier Large Language Models for Offensive Cyber Tasks"},"reference_resolution":{"displayed":12,"state_counts":{"malformed_identifier":0,"metadata_mismatch":4,"parse_uncertain":0,"unresolved":0,"verified_exact":5,"verified_fuzzy":3},"total_outbound_references":12},"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":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"thesis":"As of 14 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 0 inbound Pith citation observations for arXiv:2604.17159."}