{"as_of":"2026-08-08T05:11:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:30da492ca9c1a6335d57c3473fa9ae11d70424ec21dae1c4da8cf626f22e53c9","coverage":[{"denominator":28,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":28,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-06T19:27:22.979061Z","state":"measured"},{"denominator":28,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":28,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-07T06:34:17.273281+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/2507.05534/citation-record","integrity":"/paper/2507.05534/integrity","json":"/paper/2507.05534/citation-record.json","paper":"/paper/2507.05534"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:27:23.349730Z","title":"Cyber Operations Research Gym","venue":null,"work_id":"43bcabe5-7523-4d4e-a558-8a7771f02237","year":2022},"citing_paper":{"arxiv_id":"2507.05534","last_updated":"2025-07-07T23:14:51Z","snapshot_observed_at":"2026-08-08T01:08:13.743077Z","submitted_at":"2025-07-07T23:14:51Z","title":"Evolutionary and Coevolutionary Multi-Agent Design Choices and Dynamics","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-06T19:27:22.885635Z"},"links":{"citing_paper":"/paper/2507.05534"},"observation_digest":"sha256:c2d868b479d7a363e889576d053c1e3ca57dc8fb08e7a7fe1ad3ed59f14c3cce","observation_id":"00517a1a-e46c-4fc9-aae8-8fdfefca4cdb","resolution":{"observed_at":"2026-08-06T19:27:23.353324Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-06T19:27:22.890237Z","title":null,"venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2507.05534","last_updated":"2025-07-07T23:14:51Z","snapshot_observed_at":"2026-08-08T01:08:13.743077Z","submitted_at":"2025-07-07T23:14:51Z","title":"Evolutionary and Coevolutionary Multi-Agent Design Choices and Dynamics","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-06T19:27:22.890237Z"},"links":{"citing_paper":"/paper/2507.05534"},"observation_digest":"sha256:c4009006760117adb6ee932c7d9982fe92626bd3a6a7eed849638847a5f61d36","observation_id":"a988cd08-cca4-42dc-bb88-cf4373a46481","resolution":{"observed_at":"2026-08-06T19:27:22.890237Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:27:23.340642Z","title":null,"venue":null,"work_id":"b0a1c436-1b2f-488c-a414-f7404a28c906","year":1996},"citing_paper":{"arxiv_id":"2507.05534","last_updated":"2025-07-07T23:14:51Z","snapshot_observed_at":"2026-08-08T01:08:13.743077Z","submitted_at":"2025-07-07T23:14:51Z","title":"Evolutionary and Coevolutionary Multi-Agent Design Choices and Dynamics","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-06T19:27:22.894405Z"},"links":{"citing_paper":"/paper/2507.05534"},"observation_digest":"sha256:2e7ba9076e7612339658a6f5387fbc374a34ef989faa0e16b598277e56b7da2b","observation_id":"57e33eb6-c652-4ffb-a1ad-8e8f7fe19f8a","resolution":{"observed_at":"2026-08-06T19:27:23.344024Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:27:23.332042Z","title":null,"venue":null,"work_id":"251bbe94-b840-4eee-8875-9813128db83a","year":2024},"citing_paper":{"arxiv_id":"2507.05534","last_updated":"2025-07-07T23:14:51Z","snapshot_observed_at":"2026-08-08T01:08:13.743077Z","submitted_at":"2025-07-07T23:14:51Z","title":"Evolutionary and Coevolutionary Multi-Agent Design Choices and Dynamics","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-06T19:27:22.898671Z"},"links":{"citing_paper":"/paper/2507.05534"},"observation_digest":"sha256:1cf98ee146be830e5992ce650723e24e056b0532934582b075f7f1806e07afb1","observation_id":"9e26f674-0dfe-4315-9000-9088a0216eea","resolution":{"observed_at":"2026-08-06T19:27:23.335250Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:27:23.323072Z","title":null,"venue":null,"work_id":"733420f1-83df-4b42-af84-d95d72ec003b","year":1964},"citing_paper":{"arxiv_id":"2507.05534","last_updated":"2025-07-07T23:14:51Z","snapshot_observed_at":"2026-08-08T01:08:13.743077Z","submitted_at":"2025-07-07T23:14:51Z","title":"Evolutionary and Coevolutionary Multi-Agent Design Choices and Dynamics","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-06T19:27:22.902206Z"},"links":{"citing_paper":"/paper/2507.05534"},"observation_digest":"sha256:1e3f24912548cb8b7310cdb42f7843b6373cc6ef075583a950392b6a646518f8","observation_id":"730ba450-d541-4bb2-89e5-7b1eddd6c773","resolution":{"observed_at":"2026-08-06T19:27:23.326172Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:27:23.314246Z","title":null,"venue":null,"work_id":"5b4747ad-30a8-44d3-a904-2208371f978e","year":2024},"citing_paper":{"arxiv_id":"2507.05534","last_updated":"2025-07-07T23:14:51Z","snapshot_observed_at":"2026-08-08T01:08:13.743077Z","submitted_at":"2025-07-07T23:14:51Z","title":"Evolutionary and Coevolutionary Multi-Agent Design Choices and Dynamics","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-06T19:27:22.906284Z"},"links":{"citing_paper":"/paper/2507.05534"},"observation_digest":"sha256:e99cc5231f4d4edbb8c9449888a812b2809cbcd90a35a50940903be73da32dce","observation_id":"f8d69fc7-f758-4911-b2d5-9e2fbf2864a8","resolution":{"observed_at":"2026-08-06T19:27:23.317148Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:27:23.305465Z","title":null,"venue":null,"work_id":"4509669f-e0d2-4934-97fd-a2a179cc33a2","year":2024},"citing_paper":{"arxiv_id":"2507.05534","last_updated":"2025-07-07T23:14:51Z","snapshot_observed_at":"2026-08-08T01:08:13.743077Z","submitted_at":"2025-07-07T23:14:51Z","title":"Evolutionary and Coevolutionary Multi-Agent Design Choices and Dynamics","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-06T19:27:22.909776Z"},"links":{"citing_paper":"/paper/2507.05534"},"observation_digest":"sha256:1b0093f7e5686ef8ff3163868ba19f296f044f31f77fdd461ec5971c8ffbda3c","observation_id":"c0ea656f-472f-4f54-ac2a-9c3113062bfc","resolution":{"observed_at":"2026-08-06T19:27:23.308630Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:27:23.296565Z","title":"Goldberg","venue":null,"work_id":"1bb0d8dc-a97d-4617-97bb-8c3c671fc049","year":1989},"citing_paper":{"arxiv_id":"2507.05534","last_updated":"2025-07-07T23:14:51Z","snapshot_observed_at":"2026-08-08T01:08:13.743077Z","submitted_at":"2025-07-07T23:14:51Z","title":"Evolutionary and Coevolutionary Multi-Agent Design Choices and Dynamics","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-06T19:27:22.912906Z"},"links":{"citing_paper":"/paper/2507.05534"},"observation_digest":"sha256:705cf5c390760bcc236ba5711c29dfa30a6f1e11b415410250def0e39c0f92e9","observation_id":"79b78098-2872-4b3c-925b-e15d9348be91","resolution":{"observed_at":"2026-08-06T19:27:23.299689Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:27:23.286216Z","title":null,"venue":null,"work_id":"e1760064-cff8-4242-869b-355dcc53b929","year":2023},"citing_paper":{"arxiv_id":"2507.05534","last_updated":"2025-07-07T23:14:51Z","snapshot_observed_at":"2026-08-08T01:08:13.743077Z","submitted_at":"2025-07-07T23:14:51Z","title":"Evolutionary and Coevolutionary Multi-Agent Design Choices and Dynamics","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-06T19:27:22.915981Z"},"links":{"citing_paper":"/paper/2507.05534"},"observation_digest":"sha256:a809a5cbe4927521c0f2236501831b60ee202610c043010df5fae0269a556434","observation_id":"3aae3867-dfb0-48e7-b388-99f40590dabd","resolution":{"observed_at":"2026-08-06T19:27:23.290459Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2407.11070","last_updated":"2024-07-22T07:08:31Z","snapshot_observed_at":"2026-07-06T18:46:43.829115Z","submitted_at":"2024-07-12T18:34:55Z","title":"Optimal Defender Strategies for CAGE-2 using Causal Modeling and Tree Search","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2407.11070","snapshot_observed_at":"2026-08-06T19:27:22.919085Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.05534","last_updated":"2025-07-07T23:14:51Z","snapshot_observed_at":"2026-08-08T01:08:13.743077Z","submitted_at":"2025-07-07T23:14:51Z","title":"Evolutionary and Coevolutionary Multi-Agent Design Choices and Dynamics","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-06T19:27:22.919085Z"},"links":{"cited_paper":"/paper/2407.11070","citing_paper":"/paper/2507.05534"},"observation_digest":"sha256:4291db8775297d9c3a1513f462353fc890bf3996986bd8b88c1eabf81ade7a90","observation_id":"fa0919f8-cff3-4ef9-8b55-555d3542edc3","resolution":{"observed_at":"2026-08-06T19:27:22.919085Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:27:23.274956Z","title":"Harris and Daniel R","venue":null,"work_id":"caf85774-5639-45bd-bf68-953791be12ac","year":2021},"citing_paper":{"arxiv_id":"2507.05534","last_updated":"2025-07-07T23:14:51Z","snapshot_observed_at":"2026-08-08T01:08:13.743077Z","submitted_at":"2025-07-07T23:14:51Z","title":"Evolutionary and Coevolutionary Multi-Agent Design Choices and Dynamics","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-06T19:27:22.922676Z"},"links":{"citing_paper":"/paper/2507.05534"},"observation_digest":"sha256:66dbf6b85fa4284f7ec282f7d642d99fcbfa70f59b5c290bd5b3df365564f1bf","observation_id":"5687e292-0141-46c3-a046-22b19b0ce4bf","resolution":{"observed_at":"2026-08-06T19:27:23.279053Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:27:23.264942Z","title":null,"venue":null,"work_id":"23ac0121-8546-482e-a5d9-675a8884c0a8","year":2023},"citing_paper":{"arxiv_id":"2507.05534","last_updated":"2025-07-07T23:14:51Z","snapshot_observed_at":"2026-08-08T01:08:13.743077Z","submitted_at":"2025-07-07T23:14:51Z","title":"Evolutionary and Coevolutionary Multi-Agent Design Choices and Dynamics","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-06T19:27:22.926571Z"},"links":{"citing_paper":"/paper/2507.05534"},"observation_digest":"sha256:a08b425d77085e541b129a982024804704b29527359ff2191b7e716fd30b1b9c","observation_id":"81c7b6f8-9533-42b8-8114-26c45c3b2b95","resolution":{"observed_at":"2026-08-06T19:27:23.268988Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:27:23.255417Z","title":null,"venue":null,"work_id":"b2f2a4e9-7be9-4546-9ec3-f42f465f65cb","year":2024},"citing_paper":{"arxiv_id":"2507.05534","last_updated":"2025-07-07T23:14:51Z","snapshot_observed_at":"2026-08-08T01:08:13.743077Z","submitted_at":"2025-07-07T23:14:51Z","title":"Evolutionary and Coevolutionary Multi-Agent Design Choices and Dynamics","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-06T19:27:22.929927Z"},"links":{"citing_paper":"/paper/2507.05534"},"observation_digest":"sha256:0e606bdf90b94d869c5373641ceaab408317b9a45f8c49a976cc7e8f00236bcf","observation_id":"abbe7865-a12e-4a41-ae0f-d01757b2113c","resolution":{"observed_at":"2026-08-06T19:27:23.258818Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:27:23.245135Z","title":null,"venue":null,"work_id":"fc07c798-b478-4dcc-9bd2-4184af480e28","year":2016},"citing_paper":{"arxiv_id":"2507.05534","last_updated":"2025-07-07T23:14:51Z","snapshot_observed_at":"2026-08-08T01:08:13.743077Z","submitted_at":"2025-07-07T23:14:51Z","title":"Evolutionary and Coevolutionary Multi-Agent Design Choices and Dynamics","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-06T19:27:22.933297Z"},"links":{"citing_paper":"/paper/2507.05534"},"observation_digest":"sha256:fb2a11ff7b484189eb6c23169f95e4987937832cfeea1d120064a0745331bccf","observation_id":"b123236b-7c41-4cde-a30d-521da25cf62d","resolution":{"observed_at":"2026-08-06T19:27:23.248554Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:27:23.235312Z","title":null,"venue":null,"work_id":"27c8369c-d80c-4904-9a3c-f6368cc31e43","year":2017},"citing_paper":{"arxiv_id":"2507.05534","last_updated":"2025-07-07T23:14:51Z","snapshot_observed_at":"2026-08-08T01:08:13.743077Z","submitted_at":"2025-07-07T23:14:51Z","title":"Evolutionary and Coevolutionary Multi-Agent Design Choices and Dynamics","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-06T19:27:22.936446Z"},"links":{"citing_paper":"/paper/2507.05534"},"observation_digest":"sha256:640d73b0c48d65bc7fc52951441b02049acbf176dc696ae5a3f7fda6a1c0a987","observation_id":"1111e01f-00f5-465f-9db2-d849fe8342dd","resolution":{"observed_at":"2026-08-06T19:27:23.239032Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-06T19:27:22.939669Z","title":null,"venue":null,"work_id":null,"year":2016},"citing_paper":{"arxiv_id":"2507.05534","last_updated":"2025-07-07T23:14:51Z","snapshot_observed_at":"2026-08-08T01:08:13.743077Z","submitted_at":"2025-07-07T23:14:51Z","title":"Evolutionary and Coevolutionary Multi-Agent Design Choices and Dynamics","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-06T19:27:22.939669Z"},"links":{"citing_paper":"/paper/2507.05534"},"observation_digest":"sha256:2e3319cf1afaf3e168cddda91aa515249dccf8c992facd65cd534abdaed06696","observation_id":"7fdf86e5-8d61-4853-8535-da306e0b76a9","resolution":{"observed_at":"2026-08-06T19:27:22.939669Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2403.19489","last_updated":"2024-06-10T17:16:39Z","snapshot_observed_at":"2026-07-06T17:52:34.385599Z","submitted_at":"2024-03-28T15:21:23Z","title":"Evolving Assembly Code in an Adversarial Environment","version":2},"cited_work":{"arxiv_id":"2403.19489","doi":null,"metadata_source":"pith","pith_arxiv_id":"2403.19489","snapshot_observed_at":"2026-08-06T19:27:23.017798Z","title":"Evolving Assembly Code in an Adversarial Environment","venue":"cs.NE","work_id":"1d537ec4-cea9-4e03-81ab-7f15aa77dcca","year":2024},"citing_paper":{"arxiv_id":"2507.05534","last_updated":"2025-07-07T23:14:51Z","snapshot_observed_at":"2026-08-08T01:08:13.743077Z","submitted_at":"2025-07-07T23:14:51Z","title":"Evolutionary and Coevolutionary Multi-Agent Design Choices and Dynamics","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-06T19:27:22.942646Z"},"links":{"cited_paper":"/paper/2403.19489","citing_paper":"/paper/2507.05534"},"observation_digest":"sha256:c47be3210162310c89606d47d0da497f02536bb0b9703aaad524f29a5d79c9cd","observation_id":"c82416df-37a9-4939-b324-efd02dd7a86b","resolution":{"observed_at":"2026-08-06T19:27:23.023329Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:27:23.218181Z","title":null,"venue":null,"work_id":"1bc25728-63eb-40fc-b1c9-f5f11a289165","year":2006},"citing_paper":{"arxiv_id":"2507.05534","last_updated":"2025-07-07T23:14:51Z","snapshot_observed_at":"2026-08-08T01:08:13.743077Z","submitted_at":"2025-07-07T23:14:51Z","title":"Evolutionary and Coevolutionary Multi-Agent Design Choices and Dynamics","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-06T19:27:22.946693Z"},"links":{"citing_paper":"/paper/2507.05534"},"observation_digest":"sha256:a84a993266a61a77f6056063d2836381a74390bf31991a30448d419a71e100c4","observation_id":"89e1d7bd-0938-46f7-a7bc-2ed5df212f5d","resolution":{"observed_at":"2026-08-06T19:27:23.222431Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:27:23.208310Z","title":null,"venue":null,"work_id":"0f478947-2e33-4b6f-9d72-7607725e6bab","year":2001},"citing_paper":{"arxiv_id":"2507.05534","last_updated":"2025-07-07T23:14:51Z","snapshot_observed_at":"2026-08-08T01:08:13.743077Z","submitted_at":"2025-07-07T23:14:51Z","title":"Evolutionary and Coevolutionary Multi-Agent Design Choices and Dynamics","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-06T19:27:22.950053Z"},"links":{"citing_paper":"/paper/2507.05534"},"observation_digest":"sha256:2eef7daaf5daabf5fce3e82044254d0438afad12c34fa62e4fb4f28f974d0889","observation_id":"248196c0-fdd6-4fe6-8437-a84d2c2a4ae8","resolution":{"observed_at":"2026-08-06T19:27:23.212019Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:27:23.197790Z","title":null,"venue":null,"work_id":"ce263c47-3838-45ac-9e3a-2d46a2d22cb0","year":2020},"citing_paper":{"arxiv_id":"2507.05534","last_updated":"2025-07-07T23:14:51Z","snapshot_observed_at":"2026-08-08T01:08:13.743077Z","submitted_at":"2025-07-07T23:14:51Z","title":"Evolutionary and Coevolutionary Multi-Agent Design Choices and Dynamics","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-06T19:27:22.953122Z"},"links":{"citing_paper":"/paper/2507.05534"},"observation_digest":"sha256:2ac81449c8ae4c60f6c55e1355e71b270aea3b969874157f5b788a3792cee03a","observation_id":"47d3985b-ddf9-4f44-aaf8-d9c2a48c5432","resolution":{"observed_at":"2026-08-06T19:27:23.202000Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-06T19:27:22.956298Z","title":"Paul Wiegand, and Edwin D","venue":null,"work_id":null,"year":2012},"citing_paper":{"arxiv_id":"2507.05534","last_updated":"2025-07-07T23:14:51Z","snapshot_observed_at":"2026-08-08T01:08:13.743077Z","submitted_at":"2025-07-07T23:14:51Z","title":"Evolutionary and Coevolutionary Multi-Agent Design Choices and Dynamics","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-06T19:27:22.956298Z"},"links":{"citing_paper":"/paper/2507.05534"},"observation_digest":"sha256:61f649b41c02666accf632d3c1d089374296b665e9eb0ac20f29a39c77193822","observation_id":"75abf8ce-dfde-4826-a616-bbb8510192aa","resolution":{"observed_at":"2026-08-06T19:27:22.956298Z","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":"2026-08-06T19:27:22.959179Z","title":null,"venue":null,"work_id":null,"year":1997},"citing_paper":{"arxiv_id":"2507.05534","last_updated":"2025-07-07T23:14:51Z","snapshot_observed_at":"2026-08-08T01:08:13.743077Z","submitted_at":"2025-07-07T23:14:51Z","title":"Evolutionary and Coevolutionary Multi-Agent Design Choices and Dynamics","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-06T19:27:22.959179Z"},"links":{"citing_paper":"/paper/2507.05534"},"observation_digest":"sha256:04e2afa78aa54365fe6cd2f516a0d44e085b36be3115fcadb7afa0f13be603e1","observation_id":"f3803305-28d7-48fe-88e7-57a47d27de49","resolution":{"observed_at":"2026-08-06T19:27:22.959179Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:27:23.177396Z","title":"Tauritz, and Alexander D","venue":null,"work_id":"b952c9f3-1693-48cc-8cfc-4d8c2fd5f104","year":2015},"citing_paper":{"arxiv_id":"2507.05534","last_updated":"2025-07-07T23:14:51Z","snapshot_observed_at":"2026-08-08T01:08:13.743077Z","submitted_at":"2025-07-07T23:14:51Z","title":"Evolutionary and Coevolutionary Multi-Agent Design Choices and Dynamics","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-06T19:27:22.962227Z"},"links":{"citing_paper":"/paper/2507.05534"},"observation_digest":"sha256:99ff0c9e6b162cba92e871954744623dc997c9df01c6905eafbe31956c66df1a","observation_id":"2fb67ebc-1961-48ac-85f9-bd62d7dd9eb2","resolution":{"observed_at":"2026-08-06T19:27:23.180480Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:27:23.167660Z","title":null,"venue":null,"work_id":"ab21b245-b3d9-4e00-91e3-694662f0ec69","year":2023},"citing_paper":{"arxiv_id":"2507.05534","last_updated":"2025-07-07T23:14:51Z","snapshot_observed_at":"2026-08-08T01:08:13.743077Z","submitted_at":"2025-07-07T23:14:51Z","title":"Evolutionary and Coevolutionary Multi-Agent Design Choices and Dynamics","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-06T19:27:22.965919Z"},"links":{"citing_paper":"/paper/2507.05534"},"observation_digest":"sha256:a243dde44d4f4971ba0e9c99587aa0314b11cbe460be9fd1e437acb5d8258486","observation_id":"f0726758-c175-4852-a7b0-df7387467205","resolution":{"observed_at":"2026-08-06T19:27:23.171518Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+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":"2026-08-06T19:27:22.969354Z","title":null,"venue":null,"work_id":null,"year":1994},"citing_paper":{"arxiv_id":"2507.05534","last_updated":"2025-07-07T23:14:51Z","snapshot_observed_at":"2026-08-08T01:08:13.743077Z","submitted_at":"2025-07-07T23:14:51Z","title":"Evolutionary and Coevolutionary Multi-Agent Design Choices and Dynamics","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-06T19:27:22.969354Z"},"links":{"citing_paper":"/paper/2507.05534"},"observation_digest":"sha256:a9991f9c4c0ed62ec3017d85e15c0d24165ca4d981d412514844217059dd4b24","observation_id":"7d6eabce-6ad0-4b21-8b40-a1b701fbaf73","resolution":{"observed_at":"2026-08-06T19:27:22.969354Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:27:23.152597Z","title":"Smith, Ayse Nur Zincir-Heywood, Malcolm I","venue":null,"work_id":"3377b486-0804-470d-b11f-fdfeb87fcdd0","year":2016},"citing_paper":{"arxiv_id":"2507.05534","last_updated":"2025-07-07T23:14:51Z","snapshot_observed_at":"2026-08-08T01:08:13.743077Z","submitted_at":"2025-07-07T23:14:51Z","title":"Evolutionary and Coevolutionary Multi-Agent Design Choices and Dynamics","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-06T19:27:22.972577Z"},"links":{"citing_paper":"/paper/2507.05534"},"observation_digest":"sha256:851fd985cb2604711bebce1b0f6f8f3ae4b72bc1c3a05509b05a074b7de28f51","observation_id":"62630600-1db2-4051-a87a-5d9bdd973096","resolution":{"observed_at":"2026-08-06T19:27:23.156039Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2108.09118","last_updated":"2021-08-20T11:32:23Z","snapshot_observed_at":"2026-07-06T11:40:04.439507Z","submitted_at":"2021-08-20T11:32:23Z","title":"CybORG: A Gym for the Development of Autonomous Cyber Agents","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2108.09118","snapshot_observed_at":"2026-08-06T19:27:22.975667Z","title":"Richer, Junae Kim, and Damian A","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2507.05534","last_updated":"2025-07-07T23:14:51Z","snapshot_observed_at":"2026-08-08T01:08:13.743077Z","submitted_at":"2025-07-07T23:14:51Z","title":"Evolutionary and Coevolutionary Multi-Agent Design Choices and Dynamics","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-06T19:27:22.975667Z"},"links":{"cited_paper":"/paper/2108.09118","citing_paper":"/paper/2507.05534"},"observation_digest":"sha256:6e96415d36c6b1c3f43f8e79dc774cabb4d852b22913d41691c4318b2aa71352","observation_id":"9ed7761e-fe96-4e48-993f-577c9ffaecf7","resolution":{"observed_at":"2026-08-06T19:27:22.975667Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T19:27:23.141840Z","title":"def select_action_and_target(observation, name):","venue":null,"work_id":"06040618-cec0-40f8-bb01-c383d4a2353d","year":2024},"citing_paper":{"arxiv_id":"2507.05534","last_updated":"2025-07-07T23:14:51Z","snapshot_observed_at":"2026-08-08T01:08:13.743077Z","submitted_at":"2025-07-07T23:14:51Z","title":"Evolutionary and Coevolutionary Multi-Agent Design Choices and Dynamics","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-06T19:27:22.979061Z"},"links":{"citing_paper":"/paper/2507.05534"},"observation_digest":"sha256:d3ac17333043b6ed4f5368080e993d97599bd479ab1f0ccd48cca957c6ac031b","observation_id":"63110d2c-2c70-4742-85c3-14f04207c50d","resolution":{"observed_at":"2026-08-06T19:27:23.146443Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2507.05534","last_updated":"2025-07-07T23:14:51Z","latest_version":1,"primary_category":"cs.NE","snapshot_observed_at":"2026-08-08T01:08:13.743077Z","submitted_at":"2025-07-07T23:14:51Z","title":"Evolutionary and Coevolutionary Multi-Agent Design Choices and Dynamics"},"reference_resolution":{"displayed":28,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":21,"verified_exact":1,"verified_fuzzy":6},"total_outbound_references":28},"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":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"thesis":"As of 8 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 0 inbound Pith citation observations for arXiv:2507.05534."}