{"as_of":"2026-08-20T16:53:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:03a5a4d5c7a2897ac9efc2e53bb578d0ce5d4a8312751d08d4277ff964eb9f92","coverage":[{"denominator":20,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":20,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-03T03:27:00.796641Z","state":"measured"},{"denominator":24,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":24,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-20T06:33:59.587034+00:00","state":"measured"},{"denominator":4,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":4,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-05T00:40:08.610547Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"pith","source_observed_at":"2026-06-29T19:13:52.674403Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2602.08335","last_updated":"2026-06-02T02:23:43Z","snapshot_observed_at":"2026-08-18T07:17:03.039658Z","submitted_at":"2026-02-09T07:17:28Z","title":"Who Deserves the Reward? SHARP: Shapley Credit-based Optimization for Multi-Agent System","version":2},"cited_work":{"arxiv_id":"2602.08335","doi":null,"metadata_source":"pith","pith_arxiv_id":"2602.08335","snapshot_observed_at":"2026-06-29T19:13:52.674403Z","title":"Who deserves the reward? sharp: Shapley credit-based optimization for multi-agent system.arXiv preprint arXiv:2602.08335, 2026b","venue":"cs.AI","work_id":"ff42751c-65f8-4055-830c-451135eafbf0","year":2026},"citing_paper":{"arxiv_id":"2604.09459","last_updated":"2026-08-09T14:06:24Z","snapshot_observed_at":"2026-08-15T05:17:57.940786Z","submitted_at":"2026-04-10T16:17:44Z","title":"From Reasoning to Agentic: Credit Assignment in Reinforcement Learning for Large Language Models","version":2},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-05-10T17:09:36.341574Z"},"links":{"cited_paper":"/paper/2602.08335","citing_paper":"/paper/2604.09459"},"observation_digest":"sha256:ae0ff0d904f8586471e01bb411662d92b11d4e3d8ef28ef961b08533c3555f55","observation_id":"246d90fc-cc52-4803-ac85-a709232445ad","resolution":{"observed_at":"2026-06-03T02:05:13.400770Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2602.08335","last_updated":"2026-06-02T02:23:43Z","snapshot_observed_at":"2026-08-18T07:17:03.039658Z","submitted_at":"2026-02-09T07:17:28Z","title":"Who Deserves the Reward? SHARP: Shapley Credit-based Optimization for Multi-Agent System","version":2},"cited_work":{"arxiv_id":"2602.08335","doi":null,"metadata_source":"pith","pith_arxiv_id":"2602.08335","snapshot_observed_at":"2026-06-29T19:13:52.674403Z","title":"Who deserves the reward? sharp: Shapley credit-based optimization for multi-agent system.arXiv preprint arXiv:2602.08335, 2026b","venue":"cs.AI","work_id":"ff42751c-65f8-4055-830c-451135eafbf0","year":2026},"citing_paper":{"arxiv_id":"2605.02801","last_updated":"2026-05-04T16:42:18Z","snapshot_observed_at":"2026-08-15T17:04:09.575792Z","submitted_at":"2026-05-04T16:42:18Z","title":"Reinforcement Learning for LLM-based Multi-Agent Systems through Orchestration Traces","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-05-08T18:44:27.685266Z"},"links":{"cited_paper":"/paper/2602.08335","citing_paper":"/paper/2605.02801"},"observation_digest":"sha256:aea0d2f114d0c681d40ba257c8d3bff704baf35d4df9a7ec086c6a934f705192","observation_id":"5ec4afa6-7493-4c31-b85e-ea3112148532","resolution":{"observed_at":"2026-06-03T02:05:13.400770Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2602.08335","last_updated":"2026-06-02T02:23:43Z","snapshot_observed_at":"2026-08-18T07:17:03.039658Z","submitted_at":"2026-02-09T07:17:28Z","title":"Who Deserves the Reward? SHARP: Shapley Credit-based Optimization for Multi-Agent System","version":2},"cited_work":{"arxiv_id":"2602.08335","doi":null,"metadata_source":"pith","pith_arxiv_id":"2602.08335","snapshot_observed_at":"2026-06-29T19:13:52.674403Z","title":"Who deserves the reward? sharp: Shapley credit-based optimization for multi-agent system.arXiv preprint arXiv:2602.08335, 2026b","venue":"cs.AI","work_id":"ff42751c-65f8-4055-830c-451135eafbf0","year":2026},"citing_paper":{"arxiv_id":"2605.26278","last_updated":"2026-05-25T19:04:30Z","snapshot_observed_at":"2026-08-08T00:19:30.511774Z","submitted_at":"2026-05-25T19:04:30Z","title":"Coalition Free Energy and Adaptive Precision in Multi-Agent Cooperation","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-06-29T19:07:32.564519Z"},"links":{"cited_paper":"/paper/2602.08335","citing_paper":"/paper/2605.26278"},"observation_digest":"sha256:fbff58f7ad39980a45121ff28fea184befae402fe6cf8d92bb5f51f8bd4d10eb","observation_id":"1d99ba13-3384-490a-8993-fa86ff25bbfa","resolution":{"observed_at":"2026-06-29T19:13:52.675750Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2602.08335","last_updated":"2026-06-02T02:23:43Z","snapshot_observed_at":"2026-08-18T07:17:03.039658Z","submitted_at":"2026-02-09T07:17:28Z","title":"Who Deserves the Reward? SHARP: Shapley Credit-based Optimization for Multi-Agent System","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2602.08335","snapshot_observed_at":"2026-08-05T00:40:08.610547Z","title":"Li, Y.; Zhang, X.; Lu, W.; Tang, Z.; Wu, M.; Luo, H.; Wu, T.; Peng, Z.; Mi, H.; Feng, Y.; Tan, N.; Huang, C.; Chen, H.;andShen,L.2026","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2608.00584","last_updated":"2026-08-01T10:45:03Z","snapshot_observed_at":"2026-08-16T14:52:52.781341Z","submitted_at":"2026-08-01T10:45:03Z","title":"Element-Aware Group Learning for E-Commerce Image Generation","version":1},"reference_index":1971,"source":"pdf_text","source_observed_at":"2026-08-05T00:40:08.610547Z"},"links":{"cited_paper":"/paper/2602.08335","citing_paper":"/paper/2608.00584"},"observation_digest":"sha256:910fe86dcfed0c8e72e60e163df749332ca6a0104dade2d3d702e02f01f19805","observation_id":"cdd2cd99-d4be-4259-8c18-5a3481f17e83","resolution":{"observed_at":"2026-08-05T00:40:08.610547Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"links":{"evidence":"/evidence","html":"/paper/2602.08335/citation-record","integrity":"/paper/2602.08335/integrity","json":"/paper/2602.08335/citation-record.json","paper":"/paper/2602.08335"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-03T03:27:00.724345Z","title":"•Identify what is missing","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2602.08335","last_updated":"2026-06-02T02:23:43Z","snapshot_observed_at":"2026-08-18T07:17:03.039658Z","submitted_at":"2026-02-09T07:17:28Z","title":"Who Deserves the Reward? SHARP: Shapley Credit-based Optimization for Multi-Agent System","version":2},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-03T03:27:00.724345Z"},"links":{"citing_paper":"/paper/2602.08335"},"observation_digest":"sha256:0e21cf6fdec904a095527813601ce59f8cc7a745ff1c75f9256c0c2043d76072","observation_id":"bfbd4dda-8ffa-488b-ac9c-84094c10881f","resolution":{"observed_at":"2026-08-03T03:27:00.724345Z","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":"2026-08-03T03:27:00.752167Z","title":"param1\":","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2602.08335","last_updated":"2026-06-02T02:23:43Z","snapshot_observed_at":"2026-08-18T07:17:03.039658Z","submitted_at":"2026-02-09T07:17:28Z","title":"Who Deserves the Reward? SHARP: Shapley Credit-based Optimization for Multi-Agent System","version":2},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-03T03:27:00.752167Z"},"links":{"citing_paper":"/paper/2602.08335"},"observation_digest":"sha256:7e930e255fee493f44e98c3273c1e6b06a48db559c236fef7398c6f7339f2f3e","observation_id":"668b1c6c-c992-4de3-aa07-3df653330513","resolution":{"observed_at":"2026-08-03T03:27:00.752167Z","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":"2026-08-03T03:27:00.755256Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2602.08335","last_updated":"2026-06-02T02:23:43Z","snapshot_observed_at":"2026-08-18T07:17:03.039658Z","submitted_at":"2026-02-09T07:17:28Z","title":"Who Deserves the Reward? SHARP: Shapley Credit-based Optimization for Multi-Agent System","version":2},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-03T03:27:00.755256Z"},"links":{"citing_paper":"/paper/2602.08335"},"observation_digest":"sha256:a3729c73c69722aefdcdf3c1fc456cc642f6609838bb0a294b6b57da0dbb4288","observation_id":"d8dc8fb3-658a-4979-944b-238a035d63f4","resolution":{"observed_at":"2026-08-03T03:27:00.755256Z","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":"2026-08-03T03:27:00.757933Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2602.08335","last_updated":"2026-06-02T02:23:43Z","snapshot_observed_at":"2026-08-18T07:17:03.039658Z","submitted_at":"2026-02-09T07:17:28Z","title":"Who Deserves the Reward? SHARP: Shapley Credit-based Optimization for Multi-Agent System","version":2},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-03T03:27:00.757933Z"},"links":{"citing_paper":"/paper/2602.08335"},"observation_digest":"sha256:eaf13d443792fe7fab298bda9705742bc0df1d4d0a582359f72aa53ba4038114","observation_id":"59ff80be-fc5c-4d8c-b0cf-48e38908a128","resolution":{"observed_at":"2026-08-03T03:27:00.757933Z","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":"2026-08-03T03:27:00.760678Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2602.08335","last_updated":"2026-06-02T02:23:43Z","snapshot_observed_at":"2026-08-18T07:17:03.039658Z","submitted_at":"2026-02-09T07:17:28Z","title":"Who Deserves the Reward? SHARP: Shapley Credit-based Optimization for Multi-Agent System","version":2},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-03T03:27:00.760678Z"},"links":{"citing_paper":"/paper/2602.08335"},"observation_digest":"sha256:81816b89e9d48f65e27acafb89e0e508da30ed3982bdff22f7ce29216cc226a6","observation_id":"b7e559d9-71c8-4808-8a37-db0f12e4539d","resolution":{"observed_at":"2026-08-03T03:27:00.760678Z","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":"2026-08-03T03:27:00.763335Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2602.08335","last_updated":"2026-06-02T02:23:43Z","snapshot_observed_at":"2026-08-18T07:17:03.039658Z","submitted_at":"2026-02-09T07:17:28Z","title":"Who Deserves the Reward? SHARP: Shapley Credit-based Optimization for Multi-Agent System","version":2},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-03T03:27:00.763335Z"},"links":{"citing_paper":"/paper/2602.08335"},"observation_digest":"sha256:2b918aa4d7b50276bddb42cd90430528b8a859cb22c87d5f32e856708fa9f561","observation_id":"5c55c2bc-c8ea-4fc0-891c-6d550bb798a6","resolution":{"observed_at":"2026-08-03T03:27:00.763335Z","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":"2026-08-03T03:27:00.765809Z","title":"Tool-Use Guidelines","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2602.08335","last_updated":"2026-06-02T02:23:43Z","snapshot_observed_at":"2026-08-18T07:17:03.039658Z","submitted_at":"2026-02-09T07:17:28Z","title":"Who Deserves the Reward? SHARP: Shapley Credit-based Optimization for Multi-Agent System","version":2},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-03T03:27:00.765809Z"},"links":{"citing_paper":"/paper/2602.08335"},"observation_digest":"sha256:983a83c05698dc255ae5de3f95d3ae17e8ef4823981bfe0482caeae36714393c","observation_id":"99766248-1321-4fa7-8fea-8511d349d7c6","resolution":{"observed_at":"2026-08-03T03:27:00.765809Z","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":"2026-08-03T03:27:00.768259Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2602.08335","last_updated":"2026-06-02T02:23:43Z","snapshot_observed_at":"2026-08-18T07:17:03.039658Z","submitted_at":"2026-02-09T07:17:28Z","title":"Who Deserves the Reward? SHARP: Shapley Credit-based Optimization for Multi-Agent System","version":2},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-03T03:27:00.768259Z"},"links":{"citing_paper":"/paper/2602.08335"},"observation_digest":"sha256:8de9576581bcf049f46a7fb773b63ae755bf32b360ad0d6140354e5b165588ce","observation_id":"744ba2eb-8930-4cce-853d-0730fee3726e","resolution":{"observed_at":"2026-08-03T03:27:00.768259Z","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":"2026-08-03T03:27:00.770729Z","title":"•Identify what is missing","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2602.08335","last_updated":"2026-06-02T02:23:43Z","snapshot_observed_at":"2026-08-18T07:17:03.039658Z","submitted_at":"2026-02-09T07:17:28Z","title":"Who Deserves the Reward? SHARP: Shapley Credit-based Optimization for Multi-Agent System","version":2},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-03T03:27:00.770729Z"},"links":{"citing_paper":"/paper/2602.08335"},"observation_digest":"sha256:4803794960b4859a5c34c5db627ca9992e211c49ec0f0bbcb667a3dfff7e77f1","observation_id":"16074d3c-5989-451b-b51b-258b720701fb","resolution":{"observed_at":"2026-08-03T03:27:00.770729Z","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":"2026-08-03T03:27:00.773410Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2602.08335","last_updated":"2026-06-02T02:23:43Z","snapshot_observed_at":"2026-08-18T07:17:03.039658Z","submitted_at":"2026-02-09T07:17:28Z","title":"Who Deserves the Reward? SHARP: Shapley Credit-based Optimization for Multi-Agent System","version":2},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-03T03:27:00.773410Z"},"links":{"citing_paper":"/paper/2602.08335"},"observation_digest":"sha256:b25cb05adee5516c070e2a9e72e2b56616c75ae67dbc645b603a56388373845a","observation_id":"145d02a8-c25b-4e4d-98c4-578733be5600","resolution":{"observed_at":"2026-08-03T03:27:00.773410Z","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":"2026-08-03T03:27:00.775856Z","title":"Each call should retrieve actionable information","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2602.08335","last_updated":"2026-06-02T02:23:43Z","snapshot_observed_at":"2026-08-18T07:17:03.039658Z","submitted_at":"2026-02-09T07:17:28Z","title":"Who Deserves the Reward? SHARP: Shapley Credit-based Optimization for Multi-Agent System","version":2},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-03T03:27:00.775856Z"},"links":{"citing_paper":"/paper/2602.08335"},"observation_digest":"sha256:4f54ce96d05a5749535c48bebb7c7485ce52c7cc292a28d9eccd4cf205bf9622","observation_id":"149f3464-ce87-4fe4-b707-395a70fd88d6","resolution":{"observed_at":"2026-08-03T03:27:00.775856Z","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":"2026-08-03T03:27:00.778565Z","title":"Tool-Use Communication Rules","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2602.08335","last_updated":"2026-06-02T02:23:43Z","snapshot_observed_at":"2026-08-18T07:17:03.039658Z","submitted_at":"2026-02-09T07:17:28Z","title":"Who Deserves the Reward? SHARP: Shapley Credit-based Optimization for Multi-Agent System","version":2},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-03T03:27:00.778565Z"},"links":{"citing_paper":"/paper/2602.08335"},"observation_digest":"sha256:3a693cff7f824f8d74e07384134608dcaf8a50a44680965f370d534a8f7779ed","observation_id":"e6da4fd9-c847-4d7e-9a9f-261fca3d9a2a","resolution":{"observed_at":"2026-08-03T03:27:00.778565Z","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":"2026-08-03T03:27:00.781233Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2602.08335","last_updated":"2026-06-02T02:23:43Z","snapshot_observed_at":"2026-08-18T07:17:03.039658Z","submitted_at":"2026-02-09T07:17:28Z","title":"Who Deserves the Reward? SHARP: Shapley Credit-based Optimization for Multi-Agent System","version":2},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-03T03:27:00.781233Z"},"links":{"citing_paper":"/paper/2602.08335"},"observation_digest":"sha256:0cb60507317402eedf577f63cb50781065d646fe639dfe7ec446d01e7a954ad0","observation_id":"e65badf2-8314-466a-97c5-2b63ef74e553","resolution":{"observed_at":"2026-08-03T03:27:00.781233Z","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":"2026-08-03T03:27:00.783703Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2602.08335","last_updated":"2026-06-02T02:23:43Z","snapshot_observed_at":"2026-08-18T07:17:03.039658Z","submitted_at":"2026-02-09T07:17:28Z","title":"Who Deserves the Reward? SHARP: Shapley Credit-based Optimization for Multi-Agent System","version":2},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-03T03:27:00.783703Z"},"links":{"citing_paper":"/paper/2602.08335"},"observation_digest":"sha256:dfc7567f794c82455d5a12599468c6be34f862b889231fb1b225d17d427993df","observation_id":"59c6e7dd-ef3f-4100-8680-0f278fa79d7c","resolution":{"observed_at":"2026-08-03T03:27:00.783703Z","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":"2026-08-03T03:27:00.786168Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2602.08335","last_updated":"2026-06-02T02:23:43Z","snapshot_observed_at":"2026-08-18T07:17:03.039658Z","submitted_at":"2026-02-09T07:17:28Z","title":"Who Deserves the Reward? SHARP: Shapley Credit-based Optimization for Multi-Agent System","version":2},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-03T03:27:00.786168Z"},"links":{"citing_paper":"/paper/2602.08335"},"observation_digest":"sha256:d8d9b6789660d402bbb209bd45c220ea4bf8d5355e2796717087f81b1c21d17d","observation_id":"580e3372-7f63-4707-92f7-e9f993793e77","resolution":{"observed_at":"2026-08-03T03:27:00.786168Z","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":"2026-08-03T03:27:00.789010Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2602.08335","last_updated":"2026-06-02T02:23:43Z","snapshot_observed_at":"2026-08-18T07:17:03.039658Z","submitted_at":"2026-02-09T07:17:28Z","title":"Who Deserves the Reward? SHARP: Shapley Credit-based Optimization for Multi-Agent System","version":2},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-03T03:27:00.789010Z"},"links":{"citing_paper":"/paper/2602.08335"},"observation_digest":"sha256:e20f4d9558bf97b0eae0e2bd3de4405a59700e7a22ac446c2f4421c47aa7b579","observation_id":"0834c7ba-57ff-4a8f-87d3-2f34bfd80467","resolution":{"observed_at":"2026-08-03T03:27:00.789010Z","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":"2026-08-03T03:27:00.791448Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2602.08335","last_updated":"2026-06-02T02:23:43Z","snapshot_observed_at":"2026-08-18T07:17:03.039658Z","submitted_at":"2026-02-09T07:17:28Z","title":"Who Deserves the Reward? SHARP: Shapley Credit-based Optimization for Multi-Agent System","version":2},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-03T03:27:00.791448Z"},"links":{"citing_paper":"/paper/2602.08335"},"observation_digest":"sha256:fc343bf777c6f66e19f6dfff8752ae28dfea2cc29e60b7af37c5905190ce6a89","observation_id":"538778d3-4ae8-4124-b3a2-3a03fd77f178","resolution":{"observed_at":"2026-08-03T03:27:00.791448Z","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":"2026-08-03T03:27:00.794172Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2602.08335","last_updated":"2026-06-02T02:23:43Z","snapshot_observed_at":"2026-08-18T07:17:03.039658Z","submitted_at":"2026-02-09T07:17:28Z","title":"Who Deserves the Reward? SHARP: Shapley Credit-based Optimization for Multi-Agent System","version":2},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-03T03:27:00.794172Z"},"links":{"citing_paper":"/paper/2602.08335"},"observation_digest":"sha256:25c361bd9b0dcef3e18b8f1f987ba4aad5317b446cb706ac39c6036427a6540e","observation_id":"d49dd6b8-9e8d-4576-a263-8a1558bf3fc8","resolution":{"observed_at":"2026-08-03T03:27:00.794172Z","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":"2026-08-03T03:27:00.796641Z","title":"Agent Specific Objective You are an agent that performs the task of searching and browsing the web for specific information and generating the desired answer","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2602.08335","last_updated":"2026-06-02T02:23:43Z","snapshot_observed_at":"2026-08-18T07:17:03.039658Z","submitted_at":"2026-02-09T07:17:28Z","title":"Who Deserves the Reward? SHARP: Shapley Credit-based Optimization for Multi-Agent System","version":2},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-03T03:27:00.796641Z"},"links":{"citing_paper":"/paper/2602.08335"},"observation_digest":"sha256:4ddd9efeca1b1e1453a556757f7b4b6e50434addbb28373330325b1bbd98749e","observation_id":"ebc73487-c17c-4732-965b-348425154ca2","resolution":{"observed_at":"2026-08-03T03:27:00.796641Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2501.10114","last_updated":"2025-06-19T13:32:18Z","snapshot_observed_at":"2026-08-18T07:16:23.491117Z","submitted_at":"2025-01-17T10:58:12Z","title":"Infrastructure for AI Agents","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2501.10114","snapshot_observed_at":"2026-08-03T03:27:00.699302Z","title":"What percentage of the world’s Jews in 1931 were Ashkenazi Jews, representing the bulk of modern Jewry?","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2602.08335","last_updated":"2026-06-02T02:23:43Z","snapshot_observed_at":"2026-08-18T07:17:03.039658Z","submitted_at":"2026-02-09T07:17:28Z","title":"Who Deserves the Reward? SHARP: Shapley Credit-based Optimization for Multi-Agent System","version":2},"reference_index":2026,"source":"pdf_text","source_observed_at":"2026-08-03T03:27:00.699302Z"},"links":{"cited_paper":"/paper/2501.10114","citing_paper":"/paper/2602.08335"},"observation_digest":"sha256:15013aafe738b7984c971b466ebb4e13ffdfafaa134e3dbc91da1d2347cae07c","observation_id":"4990604a-060d-4fe7-96c1-9e9889db70c5","resolution":{"observed_at":"2026-08-03T03:27:00.699302Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2602.08335","last_updated":"2026-06-02T02:23:43Z","latest_version":2,"primary_category":"cs.AI","snapshot_observed_at":"2026-08-18T07:17:03.039658Z","submitted_at":"2026-02-09T07:17:28Z","title":"Who Deserves the Reward? SHARP: Shapley Credit-based Optimization for Multi-Agent System"},"reference_resolution":{"displayed":20,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":20,"verified_exact":0,"verified_fuzzy":0},"total_outbound_references":20},"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":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"thesis":"As of 20 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 4 inbound Pith citation observations for arXiv:2602.08335."}