{"as_of":"2026-08-15T01:49:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:59323882812863329a2e99eabcb76b44718e03e2da670cbcc379107b49130ca0","coverage":[{"denominator":33,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":33,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-12T00:41:10.599300Z","state":"measured"},{"denominator":33,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":33,"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/2608.08002/citation-record","integrity":"/paper/2608.08002/integrity","json":"/paper/2608.08002/citation-record.json","paper":"/paper/2608.08002"},"outbound":[{"citation":{"cited_paper":{"arxiv_id":"1606.06565","last_updated":"2016-07-25T17:23:29Z","snapshot_observed_at":"2026-07-06T05:00:46.434335Z","submitted_at":"2016-06-21T13:37:05Z","title":"Concrete Problems in AI Safety","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1606.06565","snapshot_observed_at":"2026-08-12T00:41:10.431528Z","title":"arXiv preprint arXiv:1606.06565 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.08002","last_updated":"2026-08-08T08:28:55Z","snapshot_observed_at":"2026-08-14T23:01:06.694615Z","submitted_at":"2026-08-08T08:28:55Z","title":"Evaluator Ensembles Under Reward Hacking: Covariance Geometry and Finite-Search Guarantees","version":1},"reference_index":1,"source":"arxiv_source","source_observed_at":"2026-08-12T00:41:10.431528Z"},"links":{"cited_paper":"/paper/1606.06565","citing_paper":"/paper/2608.08002"},"observation_digest":"sha256:a0323810eefe92899ae997a305beaec9bdcae1107fa911177e4c2590a71e11c7","observation_id":"ae397859-d58d-4502-a0f7-b2328b73754d","resolution":{"observed_at":"2026-08-12T00:41:10.431528Z","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":"2026-08-12T00:41:10.446779Z","title":"Advances in neural information processing systems , volume=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.08002","last_updated":"2026-08-08T08:28:55Z","snapshot_observed_at":"2026-08-14T23:01:06.694615Z","submitted_at":"2026-08-08T08:28:55Z","title":"Evaluator Ensembles Under Reward Hacking: Covariance Geometry and Finite-Search Guarantees","version":1},"reference_index":2,"source":"arxiv_source","source_observed_at":"2026-08-12T00:41:10.446779Z"},"links":{"citing_paper":"/paper/2608.08002"},"observation_digest":"sha256:8a97f142bd596bc480f1f77ab94f579913e6a6d71e44b2c34811ff7c26679def","observation_id":"131bb66a-370a-4fc6-a984-f0d92aa410c6","resolution":{"observed_at":"2026-08-12T00:41:10.446779Z","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":"2026-08-12T00:41:11.107354Z","title":"International Conference on Learning Representations , volume=","venue":null,"work_id":"db7fd022-ac48-4488-92b4-df581de9f05b","year":null},"citing_paper":{"arxiv_id":"2608.08002","last_updated":"2026-08-08T08:28:55Z","snapshot_observed_at":"2026-08-14T23:01:06.694615Z","submitted_at":"2026-08-08T08:28:55Z","title":"Evaluator Ensembles Under Reward Hacking: Covariance Geometry and Finite-Search Guarantees","version":1},"reference_index":3,"source":"arxiv_source","source_observed_at":"2026-08-12T00:41:10.451337Z"},"links":{"citing_paper":"/paper/2608.08002"},"observation_digest":"sha256:ec46a29cd2a55eec12ce1778ff24fca053d8ee56f0a357551229903707d06412","observation_id":"db261427-bce1-4462-a9cf-046b327e4edf","resolution":{"observed_at":"2026-08-12T00:41:11.111318Z","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":"2312.09244","last_updated":"2024-08-16T23:59:29Z","snapshot_observed_at":"2026-08-13T05:02:09.847989Z","submitted_at":"2023-12-14T18:59:04Z","title":"Helping or Herding? Reward Model Ensembles Mitigate but do not Eliminate Reward Hacking","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2312.09244","snapshot_observed_at":"2026-08-12T00:41:10.456164Z","title":"arXiv preprint arXiv:2312.09244 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.08002","last_updated":"2026-08-08T08:28:55Z","snapshot_observed_at":"2026-08-14T23:01:06.694615Z","submitted_at":"2026-08-08T08:28:55Z","title":"Evaluator Ensembles Under Reward Hacking: Covariance Geometry and Finite-Search Guarantees","version":1},"reference_index":4,"source":"arxiv_source","source_observed_at":"2026-08-12T00:41:10.456164Z"},"links":{"cited_paper":"/paper/2312.09244","citing_paper":"/paper/2608.08002"},"observation_digest":"sha256:9c02e3523f7215111705bb2a65f7155b262811024e81b31716749313d91c1d3b","observation_id":"aa134454-f71e-424a-8013-07ea210887d9","resolution":{"observed_at":"2026-08-12T00:41:10.456164Z","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":"2026-08-12T00:41:10.460793Z","title":"International conference on machine learning , pages=","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2608.08002","last_updated":"2026-08-08T08:28:55Z","snapshot_observed_at":"2026-08-14T23:01:06.694615Z","submitted_at":"2026-08-08T08:28:55Z","title":"Evaluator Ensembles Under Reward Hacking: Covariance Geometry and Finite-Search Guarantees","version":1},"reference_index":5,"source":"arxiv_source","source_observed_at":"2026-08-12T00:41:10.460793Z"},"links":{"citing_paper":"/paper/2608.08002"},"observation_digest":"sha256:928e657c31adba81152f0438a30ba969623a76717a8076e7f8d256a1d68eadc5","observation_id":"25dab670-b476-4432-a3c2-a592c675f063","resolution":{"observed_at":"2026-08-12T00:41:10.460793Z","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":"2026-08-12T00:41:11.087542Z","title":"International conference on machine learning , pages=","venue":null,"work_id":"b6330984-1e18-4163-b3dc-668243cbfd11","year":2023},"citing_paper":{"arxiv_id":"2608.08002","last_updated":"2026-08-08T08:28:55Z","snapshot_observed_at":"2026-08-14T23:01:06.694615Z","submitted_at":"2026-08-08T08:28:55Z","title":"Evaluator Ensembles Under Reward Hacking: Covariance Geometry and Finite-Search Guarantees","version":1},"reference_index":6,"source":"arxiv_source","source_observed_at":"2026-08-12T00:41:10.465039Z"},"links":{"citing_paper":"/paper/2608.08002"},"observation_digest":"sha256:cd0aa5367d02261134a3c37e06347f7cee4825e10a583b5ed91bff8c18a5a660","observation_id":"cc1132f9-03e6-436c-9192-910967d64684","resolution":{"observed_at":"2026-08-12T00:41:11.091798Z","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":"2203.07472","last_updated":"2022-03-14T20:13:21Z","snapshot_observed_at":"2026-08-14T17:22:08.053401Z","submitted_at":"2022-03-14T20:13:21Z","title":"Uncertainty Estimation for Language Reward Models","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2203.07472","snapshot_observed_at":"2026-08-12T00:41:10.469214Z","title":"arXiv preprint arXiv:2203.07472 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.08002","last_updated":"2026-08-08T08:28:55Z","snapshot_observed_at":"2026-08-14T23:01:06.694615Z","submitted_at":"2026-08-08T08:28:55Z","title":"Evaluator Ensembles Under Reward Hacking: Covariance Geometry and Finite-Search Guarantees","version":1},"reference_index":7,"source":"arxiv_source","source_observed_at":"2026-08-12T00:41:10.469214Z"},"links":{"cited_paper":"/paper/2203.07472","citing_paper":"/paper/2608.08002"},"observation_digest":"sha256:83a02ed976283243b0d5ad5c642bf4fdc92ceb3905e7d209530185d59d564002","observation_id":"2d7cd452-e9e0-4121-9f1c-3fdc8c4cb8a5","resolution":{"observed_at":"2026-08-12T00:41:10.469214Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1112.5745","last_updated":"2011-12-24T17:53:19Z","snapshot_observed_at":"2026-08-12T12:05:47.570397Z","submitted_at":"2011-12-24T17:53:19Z","title":"Bayesian Active Learning for Classification and Preference Learning","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1112.5745","snapshot_observed_at":"2026-08-12T00:41:10.473661Z","title":"arXiv preprint arXiv:1112.5745 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.08002","last_updated":"2026-08-08T08:28:55Z","snapshot_observed_at":"2026-08-14T23:01:06.694615Z","submitted_at":"2026-08-08T08:28:55Z","title":"Evaluator Ensembles Under Reward Hacking: Covariance Geometry and Finite-Search Guarantees","version":1},"reference_index":8,"source":"arxiv_source","source_observed_at":"2026-08-12T00:41:10.473661Z"},"links":{"cited_paper":"/paper/1112.5745","citing_paper":"/paper/2608.08002"},"observation_digest":"sha256:0dbd00925c24e10a1e902137c1c2eb1059b15dcf80843ad6db21d87ce1354c7b","observation_id":"3c0cb029-cc31-4c9f-8ffb-d3c2c1319969","resolution":{"observed_at":"2026-08-12T00:41:10.473661Z","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":"2026-08-12T00:41:10.482674Z","title":"Findings of the Association for Computational Linguistics: NAACL 2025 , pages=","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.08002","last_updated":"2026-08-08T08:28:55Z","snapshot_observed_at":"2026-08-14T23:01:06.694615Z","submitted_at":"2026-08-08T08:28:55Z","title":"Evaluator Ensembles Under Reward Hacking: Covariance Geometry and Finite-Search Guarantees","version":1},"reference_index":9,"source":"arxiv_source","source_observed_at":"2026-08-12T00:41:10.482674Z"},"links":{"citing_paper":"/paper/2608.08002"},"observation_digest":"sha256:ae82b3f2b3113218856852f3cb3ea396b08425932de00db2e06d3ee810d06173","observation_id":"f835943b-8696-4477-88c2-86187ff6b364","resolution":{"observed_at":"2026-08-12T00:41:10.482674Z","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":"2026-08-12T00:41:10.491750Z","title":"Advances in neural information processing systems , volume=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.08002","last_updated":"2026-08-08T08:28:55Z","snapshot_observed_at":"2026-08-14T23:01:06.694615Z","submitted_at":"2026-08-08T08:28:55Z","title":"Evaluator Ensembles Under Reward Hacking: Covariance Geometry and Finite-Search Guarantees","version":1},"reference_index":10,"source":"arxiv_source","source_observed_at":"2026-08-12T00:41:10.491750Z"},"links":{"citing_paper":"/paper/2608.08002"},"observation_digest":"sha256:04733f8f414c98f98f2940e753a4355b2deeda21d18b7ae8f594be0e7af6ba4b","observation_id":"29ae111e-d7ae-44f8-aac7-aba3ca812086","resolution":{"observed_at":"2026-08-12T00:41:10.491750Z","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":"2026-08-12T00:41:10.496223Z","title":"Advances in neural information processing systems , volume=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.08002","last_updated":"2026-08-08T08:28:55Z","snapshot_observed_at":"2026-08-14T23:01:06.694615Z","submitted_at":"2026-08-08T08:28:55Z","title":"Evaluator Ensembles Under Reward Hacking: Covariance Geometry and Finite-Search Guarantees","version":1},"reference_index":11,"source":"arxiv_source","source_observed_at":"2026-08-12T00:41:10.496223Z"},"links":{"citing_paper":"/paper/2608.08002"},"observation_digest":"sha256:7b80377fb7dc18d8ec887552d505582aee16d6b2575cdd1f73936607a9729d88","observation_id":"390511e7-971c-4f82-a6d0-d13d479a1322","resolution":{"observed_at":"2026-08-12T00:41:10.496223Z","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":"2026-08-12T00:41:10.500070Z","title":"Proceedings of the fifth annual workshop on Computational learning theory , pages=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.08002","last_updated":"2026-08-08T08:28:55Z","snapshot_observed_at":"2026-08-14T23:01:06.694615Z","submitted_at":"2026-08-08T08:28:55Z","title":"Evaluator Ensembles Under Reward Hacking: Covariance Geometry and Finite-Search Guarantees","version":1},"reference_index":12,"source":"arxiv_source","source_observed_at":"2026-08-12T00:41:10.500070Z"},"links":{"citing_paper":"/paper/2608.08002"},"observation_digest":"sha256:25b97b02d5a50730b49bbd6ddd36970d6536c67047d092b8cd673c2e157c2f6e","observation_id":"9f57fedc-45c7-427b-947a-53c739e6cb87","resolution":{"observed_at":"2026-08-12T00:41:10.500070Z","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":"2026-08-12T00:41:10.505462Z","title":"Advances in neural information processing systems , volume=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.08002","last_updated":"2026-08-08T08:28:55Z","snapshot_observed_at":"2026-08-14T23:01:06.694615Z","submitted_at":"2026-08-08T08:28:55Z","title":"Evaluator Ensembles Under Reward Hacking: Covariance Geometry and Finite-Search Guarantees","version":1},"reference_index":13,"source":"arxiv_source","source_observed_at":"2026-08-12T00:41:10.505462Z"},"links":{"citing_paper":"/paper/2608.08002"},"observation_digest":"sha256:90bb06c7d5a9f4eae4fcb03b5b7395e321b21d2218f913d4b6a9e4cf15183d8f","observation_id":"d9a3bc15-cd15-461c-83fd-7533e9d1252e","resolution":{"observed_at":"2026-08-12T00:41:10.505462Z","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":"2026-08-12T00:41:11.038488Z","title":"International Conference on Learning Representations , volume=","venue":null,"work_id":"1e3e9267-fb63-496c-aad9-5d7dcc3deda2","year":null},"citing_paper":{"arxiv_id":"2608.08002","last_updated":"2026-08-08T08:28:55Z","snapshot_observed_at":"2026-08-14T23:01:06.694615Z","submitted_at":"2026-08-08T08:28:55Z","title":"Evaluator Ensembles Under Reward Hacking: Covariance Geometry and Finite-Search Guarantees","version":1},"reference_index":14,"source":"arxiv_source","source_observed_at":"2026-08-12T00:41:10.511204Z"},"links":{"citing_paper":"/paper/2608.08002"},"observation_digest":"sha256:e2c10b399b733dcc1d71bc5ff2ab0780504d624d0ab20b3e8b7487bdfc1ced45","observation_id":"498c65be-c049-4f3b-8fd9-95f27a788773","resolution":{"observed_at":"2026-08-12T00:41:11.042230Z","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":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T00:41:10.515358Z","title":"Advances in Neural Information Processing Systems , volume=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.08002","last_updated":"2026-08-08T08:28:55Z","snapshot_observed_at":"2026-08-14T23:01:06.694615Z","submitted_at":"2026-08-08T08:28:55Z","title":"Evaluator Ensembles Under Reward Hacking: Covariance Geometry and Finite-Search Guarantees","version":1},"reference_index":15,"source":"arxiv_source","source_observed_at":"2026-08-12T00:41:10.515358Z"},"links":{"citing_paper":"/paper/2608.08002"},"observation_digest":"sha256:15c6b4314242d9bd6eaac4a39bc3dacd9e2b7fb0fb88978ad9dcc982cf9b9e46","observation_id":"6e457ad4-4d0d-4345-b27a-91a24a53677e","resolution":{"observed_at":"2026-08-12T00:41:10.515358Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2401.12187","last_updated":"2024-01-22T18:27:08Z","snapshot_observed_at":"2026-08-13T04:37:32.169632Z","submitted_at":"2024-01-22T18:27:08Z","title":"WARM: On the Benefits of Weight Averaged Reward Models","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2401.12187","snapshot_observed_at":"2026-08-12T00:41:10.519286Z","title":"arXiv preprint arXiv:2401.12187 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.08002","last_updated":"2026-08-08T08:28:55Z","snapshot_observed_at":"2026-08-14T23:01:06.694615Z","submitted_at":"2026-08-08T08:28:55Z","title":"Evaluator Ensembles Under Reward Hacking: Covariance Geometry and Finite-Search Guarantees","version":1},"reference_index":16,"source":"arxiv_source","source_observed_at":"2026-08-12T00:41:10.519286Z"},"links":{"cited_paper":"/paper/2401.12187","citing_paper":"/paper/2608.08002"},"observation_digest":"sha256:ef1e988e0b3e3ec183a5c57c59275d542795fdfd8839128770dc98c2fe431fbb","observation_id":"274a7b35-3326-4604-ad5d-4ad4d5a76151","resolution":{"observed_at":"2026-08-12T00:41:10.519286Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2404.18796","last_updated":"2024-05-01T15:37:11Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2024-04-29T15:33:23Z","title":"Replacing Judges with Juries: Evaluating LLM Generations with a Panel of Diverse Models","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2404.18796","snapshot_observed_at":"2026-08-12T00:41:10.524237Z","title":"arXiv preprint arXiv:2404.18796 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.08002","last_updated":"2026-08-08T08:28:55Z","snapshot_observed_at":"2026-08-14T23:01:06.694615Z","submitted_at":"2026-08-08T08:28:55Z","title":"Evaluator Ensembles Under Reward Hacking: Covariance Geometry and Finite-Search Guarantees","version":1},"reference_index":17,"source":"arxiv_source","source_observed_at":"2026-08-12T00:41:10.524237Z"},"links":{"cited_paper":"/paper/2404.18796","citing_paper":"/paper/2608.08002"},"observation_digest":"sha256:44cd49c438e2a896001593e39ebd60abbab146d7378dcbe167238f712ae57d96","observation_id":"9eda72db-a781-42c5-b1b8-805a218f6e49","resolution":{"observed_at":"2026-08-12T00:41:10.524237Z","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":"2026-08-12T00:41:10.528566Z","title":"Advances in Neural Information Processing Systems , volume=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.08002","last_updated":"2026-08-08T08:28:55Z","snapshot_observed_at":"2026-08-14T23:01:06.694615Z","submitted_at":"2026-08-08T08:28:55Z","title":"Evaluator Ensembles Under Reward Hacking: Covariance Geometry and Finite-Search Guarantees","version":1},"reference_index":18,"source":"arxiv_source","source_observed_at":"2026-08-12T00:41:10.528566Z"},"links":{"citing_paper":"/paper/2608.08002"},"observation_digest":"sha256:bf052b2830f601c2d173545b2544a35eb8ac28681ecfac39dbb21dab8525a525","observation_id":"8660caf6-5022-4535-a78d-fc3c5e9d2b5b","resolution":{"observed_at":"2026-08-12T00:41:10.528566Z","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":"2026-08-12T00:41:11.013186Z","title":"International Conference on Learning Representations , volume=","venue":null,"work_id":"f5f46972-4dae-4204-a90a-a8d50e5391f1","year":null},"citing_paper":{"arxiv_id":"2608.08002","last_updated":"2026-08-08T08:28:55Z","snapshot_observed_at":"2026-08-14T23:01:06.694615Z","submitted_at":"2026-08-08T08:28:55Z","title":"Evaluator Ensembles Under Reward Hacking: Covariance Geometry and Finite-Search Guarantees","version":1},"reference_index":19,"source":"arxiv_source","source_observed_at":"2026-08-12T00:41:10.532480Z"},"links":{"citing_paper":"/paper/2608.08002"},"observation_digest":"sha256:db2809b0e398331d0fd88f9a8dcf5f9199b184139a97551edd8e6e3b8ba2754d","observation_id":"6d74edd5-0b9a-45f5-ac18-04281ef6f494","resolution":{"observed_at":"2026-08-12T00:41:11.017337Z","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":"2506.07962","last_updated":"2025-06-09T17:37:18Z","snapshot_observed_at":"2026-08-08T09:46:08.699885Z","submitted_at":"2025-06-09T17:37:18Z","title":"Correlated Errors in Large Language Models","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2506.07962","snapshot_observed_at":"2026-08-12T00:41:10.536734Z","title":"arXiv preprint arXiv:2506.07962 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.08002","last_updated":"2026-08-08T08:28:55Z","snapshot_observed_at":"2026-08-14T23:01:06.694615Z","submitted_at":"2026-08-08T08:28:55Z","title":"Evaluator Ensembles Under Reward Hacking: Covariance Geometry and Finite-Search Guarantees","version":1},"reference_index":20,"source":"arxiv_source","source_observed_at":"2026-08-12T00:41:10.536734Z"},"links":{"cited_paper":"/paper/2506.07962","citing_paper":"/paper/2608.08002"},"observation_digest":"sha256:b69e9c73a8a8d3e1e6f5c2c6fba4e89bde317c04ebc486ccad1f7097f2b13ae2","observation_id":"57ac367a-af4a-42e3-9ecb-ee8b0b44a388","resolution":{"observed_at":"2026-08-12T00:41:10.536734Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2502.04313","last_updated":"2025-06-12T14:43:36Z","snapshot_observed_at":"2026-08-13T07:09:13.997727Z","submitted_at":"2025-02-06T18:56:01Z","title":"Great Models Think Alike and this Undermines AI Oversight","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2502.04313","snapshot_observed_at":"2026-08-12T00:41:10.540881Z","title":"arXiv preprint arXiv:2502.04313 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.08002","last_updated":"2026-08-08T08:28:55Z","snapshot_observed_at":"2026-08-14T23:01:06.694615Z","submitted_at":"2026-08-08T08:28:55Z","title":"Evaluator Ensembles Under Reward Hacking: Covariance Geometry and Finite-Search Guarantees","version":1},"reference_index":21,"source":"arxiv_source","source_observed_at":"2026-08-12T00:41:10.540881Z"},"links":{"cited_paper":"/paper/2502.04313","citing_paper":"/paper/2608.08002"},"observation_digest":"sha256:8b6241e86ea9f1ff41f97f525ba61bbfa0f5b821e6c6b8f3a8948c1ebf5eadc5","observation_id":"e5443913-fe0a-4ba6-a641-49ec02e1f70a","resolution":{"observed_at":"2026-08-12T00:41:10.540881Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2605.29800","last_updated":"2026-05-28T11:48:17Z","snapshot_observed_at":"2026-08-08T20:42:23.976022Z","submitted_at":"2026-05-28T11:48:17Z","title":"Nine Judges, Two Effective Votes: Correlated Errors Undermine LLM Evaluation Panels","version":1},"cited_work":{"arxiv_id":"2605.29800","doi":null,"metadata_source":"pith","pith_arxiv_id":"2605.29800","snapshot_observed_at":"2026-08-12T00:41:10.839637Z","title":"Nine Judges, Two Effective Votes: Correlated Errors Undermine LLM Evaluation Panels","venue":"cs.CL","work_id":"27ab0919-61ce-4905-be30-d49ebf7ece8a","year":2026},"citing_paper":{"arxiv_id":"2608.08002","last_updated":"2026-08-08T08:28:55Z","snapshot_observed_at":"2026-08-14T23:01:06.694615Z","submitted_at":"2026-08-08T08:28:55Z","title":"Evaluator Ensembles Under Reward Hacking: Covariance Geometry and Finite-Search Guarantees","version":1},"reference_index":22,"source":"arxiv_source","source_observed_at":"2026-08-12T00:41:10.545551Z"},"links":{"cited_paper":"/paper/2605.29800","citing_paper":"/paper/2608.08002"},"observation_digest":"sha256:fbbce308a237de135c187b4ce690abadf1fb11c269ea616142c4e72de08cf07d","observation_id":"32f6ba3c-e920-4232-842d-5d389d0ef7f2","resolution":{"observed_at":"2026-08-12T00:41:10.844790Z","resolver_source":"local_arxiv","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T00:41:10.550138Z","title":"Advances in neural information processing systems , volume=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.08002","last_updated":"2026-08-08T08:28:55Z","snapshot_observed_at":"2026-08-14T23:01:06.694615Z","submitted_at":"2026-08-08T08:28:55Z","title":"Evaluator Ensembles Under Reward Hacking: Covariance Geometry and Finite-Search Guarantees","version":1},"reference_index":23,"source":"arxiv_source","source_observed_at":"2026-08-12T00:41:10.550138Z"},"links":{"citing_paper":"/paper/2608.08002"},"observation_digest":"sha256:07385d2df1f71b712fa686fe70cf0dbab307a8a5404535e92ca6062461ad489b","observation_id":"0d412f86-37c2-4442-b21e-e449c1312b62","resolution":{"observed_at":"2026-08-12T00:41:10.550138Z","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":"2026-08-12T00:41:10.995607Z","title":"Advances in neural information processing systems , volume=","venue":null,"work_id":"1efadf3d-aa60-43be-b610-51c85741ee94","year":null},"citing_paper":{"arxiv_id":"2608.08002","last_updated":"2026-08-08T08:28:55Z","snapshot_observed_at":"2026-08-14T23:01:06.694615Z","submitted_at":"2026-08-08T08:28:55Z","title":"Evaluator Ensembles Under Reward Hacking: Covariance Geometry and Finite-Search Guarantees","version":1},"reference_index":24,"source":"arxiv_source","source_observed_at":"2026-08-12T00:41:10.554434Z"},"links":{"citing_paper":"/paper/2608.08002"},"observation_digest":"sha256:a6c0301adc9875114c891a0db47edbe417151d0482f163cb75f598cce935405f","observation_id":"85303eca-abab-4102-9188-a9d303f1c480","resolution":{"observed_at":"2026-08-12T00:41:10.999277Z","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":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T00:41:10.558943Z","title":"arXiv preprint arXiv:2603.00039 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.08002","last_updated":"2026-08-08T08:28:55Z","snapshot_observed_at":"2026-08-14T23:01:06.694615Z","submitted_at":"2026-08-08T08:28:55Z","title":"Evaluator Ensembles Under Reward Hacking: Covariance Geometry and Finite-Search Guarantees","version":1},"reference_index":25,"source":"arxiv_source","source_observed_at":"2026-08-12T00:41:10.558943Z"},"links":{"citing_paper":"/paper/2608.08002"},"observation_digest":"sha256:280aafc6f81293c28fce933f86ba847b0e9f055af1118d4d56b294648f2e3f45","observation_id":"e68bd12b-3a5a-4d26-be5f-99172d2dc7bb","resolution":{"observed_at":"2026-08-12T00:41:10.558943Z","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":"2026-08-12T00:41:10.984140Z","title":null,"venue":null,"work_id":"235bd5ac-a058-4401-8e8d-e13b2cfaf060","year":null},"citing_paper":{"arxiv_id":"2608.08002","last_updated":"2026-08-08T08:28:55Z","snapshot_observed_at":"2026-08-14T23:01:06.694615Z","submitted_at":"2026-08-08T08:28:55Z","title":"Evaluator Ensembles Under Reward Hacking: Covariance Geometry and Finite-Search Guarantees","version":1},"reference_index":26,"source":"arxiv_source","source_observed_at":"2026-08-12T00:41:10.565816Z"},"links":{"citing_paper":"/paper/2608.08002"},"observation_digest":"sha256:7888ce3e37c6a1aaf0dc68922200eaaf70cd24a18d4dbd41c4c31885ee9af860","observation_id":"664df1fb-0015-4388-8e2f-11d958a45881","resolution":{"observed_at":"2026-08-12T00:41:10.988177Z","resolver_source":"raw_fallback","status":"unresolved"},"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":"2026-08-12T00:41:10.971336Z","title":"2012 , publisher=","venue":null,"work_id":"007a4e80-b5a6-4e4c-b79a-bf9f33a56f17","year":2012},"citing_paper":{"arxiv_id":"2608.08002","last_updated":"2026-08-08T08:28:55Z","snapshot_observed_at":"2026-08-14T23:01:06.694615Z","submitted_at":"2026-08-08T08:28:55Z","title":"Evaluator Ensembles Under Reward Hacking: Covariance Geometry and Finite-Search Guarantees","version":1},"reference_index":27,"source":"arxiv_source","source_observed_at":"2026-08-12T00:41:10.569878Z"},"links":{"citing_paper":"/paper/2608.08002"},"observation_digest":"sha256:fb24388b37d1bd7cb501a5e421061777bb261ec369df534a825c030a7fa8197f","observation_id":"2cba7aac-cb82-49d7-9940-d4e044486e97","resolution":{"observed_at":"2026-08-12T00:41:10.976313Z","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":"2606.27288","last_updated":"2026-06-25T17:06:06Z","snapshot_observed_at":"2026-08-12T15:58:43.565204Z","submitted_at":"2026-06-25T17:06:06Z","title":"When Does Combining Language Models Help? A Co-Failure Ceiling on Routing, Voting, and Mixture-of-Agents Across 67 Frontier Models","version":1},"cited_work":{"arxiv_id":"2606.27288","doi":null,"metadata_source":"pith","pith_arxiv_id":"2606.27288","snapshot_observed_at":"2026-08-12T00:41:10.746614Z","title":"When Does Combining Language Models Help? A Co-Failure Ceiling on Routing, Voting, and Mixture-of-Agents Across 67 Frontier Models","venue":"cs.AI","work_id":"c7d500ea-e9da-4aba-b7e3-256599240666","year":2026},"citing_paper":{"arxiv_id":"2608.08002","last_updated":"2026-08-08T08:28:55Z","snapshot_observed_at":"2026-08-14T23:01:06.694615Z","submitted_at":"2026-08-08T08:28:55Z","title":"Evaluator Ensembles Under Reward Hacking: Covariance Geometry and Finite-Search Guarantees","version":1},"reference_index":28,"source":"arxiv_source","source_observed_at":"2026-08-12T00:41:10.574009Z"},"links":{"cited_paper":"/paper/2606.27288","citing_paper":"/paper/2608.08002"},"observation_digest":"sha256:98962fcaf1c3f53a57917b4a683a7c2f80fb8864abfaa3edd08bdec8f5b3eb6c","observation_id":"b3470af0-420f-431f-890c-f6967526c631","resolution":{"observed_at":"2026-08-12T00:41:10.753254Z","resolver_source":"local_arxiv","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":"2026-08-12T00:41:10.958063Z","title":"Journal of the American Statistical Association , volume=","venue":null,"work_id":"2ac4f1d6-4490-48d9-a67e-676f0c03e989","year":1962},"citing_paper":{"arxiv_id":"2608.08002","last_updated":"2026-08-08T08:28:55Z","snapshot_observed_at":"2026-08-14T23:01:06.694615Z","submitted_at":"2026-08-08T08:28:55Z","title":"Evaluator Ensembles Under Reward Hacking: Covariance Geometry and Finite-Search Guarantees","version":1},"reference_index":29,"source":"arxiv_source","source_observed_at":"2026-08-12T00:41:10.579567Z"},"links":{"citing_paper":"/paper/2608.08002"},"observation_digest":"sha256:a0c43610e93e40a03d6ea012a4a693d3309c94bd6c5b0a38030d5166fc0f3473","observation_id":"54b5a052-49f3-4805-8132-fa3bf6bcde33","resolution":{"observed_at":"2026-08-12T00:41:10.963804Z","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":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T00:41:10.584090Z","title":"Journal of the American statistical association , volume=","venue":null,"work_id":null,"year":1963},"citing_paper":{"arxiv_id":"2608.08002","last_updated":"2026-08-08T08:28:55Z","snapshot_observed_at":"2026-08-14T23:01:06.694615Z","submitted_at":"2026-08-08T08:28:55Z","title":"Evaluator Ensembles Under Reward Hacking: Covariance Geometry and Finite-Search Guarantees","version":1},"reference_index":30,"source":"arxiv_source","source_observed_at":"2026-08-12T00:41:10.584090Z"},"links":{"citing_paper":"/paper/2608.08002"},"observation_digest":"sha256:bf92fa39addaa6d42a5fdf95d8afc37c6dc9b22a2a49ae7413e8f200baefeaa4","observation_id":"c0f48646-b83c-436d-8924-a8ccc476ab3f","resolution":{"observed_at":"2026-08-12T00:41:10.584090Z","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":"2026-08-12T00:41:10.589598Z","title":"arXiv preprint arXiv:2603.12520 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.08002","last_updated":"2026-08-08T08:28:55Z","snapshot_observed_at":"2026-08-14T23:01:06.694615Z","submitted_at":"2026-08-08T08:28:55Z","title":"Evaluator Ensembles Under Reward Hacking: Covariance Geometry and Finite-Search Guarantees","version":1},"reference_index":31,"source":"arxiv_source","source_observed_at":"2026-08-12T00:41:10.589598Z"},"links":{"citing_paper":"/paper/2608.08002"},"observation_digest":"sha256:697ad442126c40ec026fa20b6c54741f554a948ecc00e58bba92345d20cbd291","observation_id":"49743b30-8b08-4807-9918-4894246a83c8","resolution":{"observed_at":"2026-08-12T00:41:10.589598Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2503.21878","last_updated":"2025-04-07T17:44:38Z","snapshot_observed_at":"2026-08-07T16:31:54.737337Z","submitted_at":"2025-03-27T18:00:08Z","title":"Is Best-of-N the Best of Them? Coverage, Scaling, and Optimality in Inference-Time Alignment","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2503.21878","snapshot_observed_at":"2026-08-12T00:41:10.595318Z","title":"arXiv preprint arXiv:2503.21878 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.08002","last_updated":"2026-08-08T08:28:55Z","snapshot_observed_at":"2026-08-14T23:01:06.694615Z","submitted_at":"2026-08-08T08:28:55Z","title":"Evaluator Ensembles Under Reward Hacking: Covariance Geometry and Finite-Search Guarantees","version":1},"reference_index":32,"source":"arxiv_source","source_observed_at":"2026-08-12T00:41:10.595318Z"},"links":{"cited_paper":"/paper/2503.21878","citing_paper":"/paper/2608.08002"},"observation_digest":"sha256:5d1bab7bac152b647713acd13368c4119a11391b8ebc1318d43a6eca33249436","observation_id":"e78d923c-e208-44ea-a9c9-ca41830fb001","resolution":{"observed_at":"2026-08-12T00:41:10.595318Z","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":"2026-08-12T00:41:10.940102Z","title":"Findings of the Association for Computational Linguistics: ACL 2026 , pages=","venue":null,"work_id":"5e6d2068-e49e-44d7-bafe-5ba084f1f4b1","year":2026},"citing_paper":{"arxiv_id":"2608.08002","last_updated":"2026-08-08T08:28:55Z","snapshot_observed_at":"2026-08-14T23:01:06.694615Z","submitted_at":"2026-08-08T08:28:55Z","title":"Evaluator Ensembles Under Reward Hacking: Covariance Geometry and Finite-Search Guarantees","version":1},"reference_index":33,"source":"arxiv_source","source_observed_at":"2026-08-12T00:41:10.599300Z"},"links":{"citing_paper":"/paper/2608.08002"},"observation_digest":"sha256:5a06d7d997e0f0202566cfd1a394d0eb1e92ba4ac5ece5a3f31ac811fdebe622","observation_id":"006d28c1-82aa-46b1-ac67-2fd5b969b354","resolution":{"observed_at":"2026-08-12T00:41:10.943917Z","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"}}],"paper":{"arxiv_id":"2608.08002","last_updated":"2026-08-08T08:28:55Z","latest_version":1,"primary_category":"cs.LG","snapshot_observed_at":"2026-08-14T23:01:06.694615Z","submitted_at":"2026-08-08T08:28:55Z","title":"Evaluator Ensembles Under Reward Hacking: Covariance Geometry and Finite-Search Guarantees"},"reference_resolution":{"displayed":33,"state_counts":{"malformed_identifier":0,"metadata_mismatch":2,"parse_uncertain":0,"unresolved":23,"verified_exact":0,"verified_fuzzy":8},"total_outbound_references":33},"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 15 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 0 inbound Pith citation observations for arXiv:2608.08002."}