{"as_of":"2026-08-21T23:57:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:a4641a69e01bb41ac95014a95791f761b4cb5a65571428782b1f7154d7a5eaee","coverage":[{"denominator":54,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":54,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-14T04:18:12.524823Z","state":"measured"},{"denominator":54,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":54,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-21T06:32:19.484+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/2608.10108/citation-record","integrity":"/paper/2608.10108/integrity","json":"/paper/2608.10108/citation-record.json","paper":"/paper/2608.10108"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-14T04:18:10.826790Z","title":"Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.10108","last_updated":"2026-08-10T18:23:04Z","snapshot_observed_at":"2026-08-21T17:55:42.522734Z","submitted_at":"2026-08-10T18:23:04Z","title":"MESA:Task-Adaptive Multi-Structure Evidence Selection for Long-Horizon Agent Memory","version":1},"reference_index":1,"source":"arxiv_source","source_observed_at":"2026-08-14T04:18:10.826790Z"},"links":{"citing_paper":"/paper/2608.10108"},"observation_digest":"sha256:704f3eaac742b91be67229c6921bae0e75e4169246264c120438f781c73d485a","observation_id":"510c9ce9-2e3d-4b8c-9ec0-48d81a9e3123","resolution":{"observed_at":"2026-08-14T04:18:10.826790Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2010.03768","last_updated":"2021-03-14T22:44:38Z","snapshot_observed_at":"2026-08-19T18:51:42.906395Z","submitted_at":"2020-10-08T05:13:36Z","title":"ALFWorld: Aligning Text and Embodied Environments for Interactive Learning","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2010.03768","snapshot_observed_at":"2026-08-14T04:18:10.874825Z","title":"arXiv preprint arXiv:2010.03768 , year=","venue":null,"work_id":null,"year":2010},"citing_paper":{"arxiv_id":"2608.10108","last_updated":"2026-08-10T18:23:04Z","snapshot_observed_at":"2026-08-21T17:55:42.522734Z","submitted_at":"2026-08-10T18:23:04Z","title":"MESA:Task-Adaptive Multi-Structure Evidence Selection for Long-Horizon Agent Memory","version":1},"reference_index":2,"source":"arxiv_source","source_observed_at":"2026-08-14T04:18:10.874825Z"},"links":{"cited_paper":"/paper/2010.03768","citing_paper":"/paper/2608.10108"},"observation_digest":"sha256:822bdcd320fcc574d82ee87da186f2672811fe8767e1afcca5ca821ef00030a4","observation_id":"c6ead0d3-e74d-4ccd-aa84-5655ac0e3f25","resolution":{"observed_at":"2026-08-14T04:18:10.874825Z","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":"2026-08-14T04:18:10.914749Z","title":"URL https://arxiv","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2608.10108","last_updated":"2026-08-10T18:23:04Z","snapshot_observed_at":"2026-08-21T17:55:42.522734Z","submitted_at":"2026-08-10T18:23:04Z","title":"MESA:Task-Adaptive Multi-Structure Evidence Selection for Long-Horizon Agent Memory","version":1},"reference_index":3,"source":"arxiv_source","source_observed_at":"2026-08-14T04:18:10.914749Z"},"links":{"citing_paper":"/paper/2608.10108"},"observation_digest":"sha256:7a6ef2d2be57485510fdc8e1067de91b61fa2ced35ae3924df536e7d62dbe59d","observation_id":"7608a6e4-e78a-4a9a-8a78-3f04b2397a1e","resolution":{"observed_at":"2026-08-14T04:18:10.914749Z","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":"2026-08-14T04:18:18.051505Z","title":"Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) , pages=","venue":null,"work_id":"d19cd41a-90f4-41ae-8ca9-2153d4fb5c6a","year":null},"citing_paper":{"arxiv_id":"2608.10108","last_updated":"2026-08-10T18:23:04Z","snapshot_observed_at":"2026-08-21T17:55:42.522734Z","submitted_at":"2026-08-10T18:23:04Z","title":"MESA:Task-Adaptive Multi-Structure Evidence Selection for Long-Horizon Agent Memory","version":1},"reference_index":4,"source":"arxiv_source","source_observed_at":"2026-08-14T04:18:10.974877Z"},"links":{"citing_paper":"/paper/2608.10108"},"observation_digest":"sha256:d42d43d907070e9debb14b1cf34ef3cb69233992e02de9500dc13f13a4e7a3b2","observation_id":"5bf43979-4821-482f-8f19-f931326c839a","resolution":{"observed_at":"2026-08-14T04:18:18.083480Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-14T04:18:17.934751Z","title":"International Conference on Learning Representations , volume=","venue":null,"work_id":"b41f0ab7-f944-482d-bf95-c98b18863c8f","year":null},"citing_paper":{"arxiv_id":"2608.10108","last_updated":"2026-08-10T18:23:04Z","snapshot_observed_at":"2026-08-21T17:55:42.522734Z","submitted_at":"2026-08-10T18:23:04Z","title":"MESA:Task-Adaptive Multi-Structure Evidence Selection for Long-Horizon Agent Memory","version":1},"reference_index":5,"source":"arxiv_source","source_observed_at":"2026-08-14T04:18:11.024744Z"},"links":{"citing_paper":"/paper/2608.10108"},"observation_digest":"sha256:845dfaf70c580a35b5174d8a9ad957c6d9f2412a00f33484d7ac95080af4288f","observation_id":"01830742-fd8c-4fe1-af4e-eb2c2fee4126","resolution":{"observed_at":"2026-08-14T04:18:17.984818Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2605.28831","last_updated":"2026-04-10T07:49:10Z","snapshot_observed_at":"2026-08-17T12:27:30.372712Z","submitted_at":"2026-04-10T07:49:10Z","title":"S3Mem: Structured Spatiotemporal Scene-Event Memory for Long-Horizon Interactive Question Answering","version":1},"cited_work":{"arxiv_id":"2605.28831","doi":null,"metadata_source":"pith","pith_arxiv_id":"2605.28831","snapshot_observed_at":"2026-08-14T04:18:16.055035Z","title":"S3Mem: Structured Spatiotemporal Scene-Event Memory for Long-Horizon Interactive Question Answering","venue":"cs.CL","work_id":"8081f4ec-3f2b-4a42-989b-49854c87af92","year":2026},"citing_paper":{"arxiv_id":"2608.10108","last_updated":"2026-08-10T18:23:04Z","snapshot_observed_at":"2026-08-21T17:55:42.522734Z","submitted_at":"2026-08-10T18:23:04Z","title":"MESA:Task-Adaptive Multi-Structure Evidence Selection for Long-Horizon Agent Memory","version":1},"reference_index":6,"source":"arxiv_source","source_observed_at":"2026-08-14T04:18:11.070208Z"},"links":{"cited_paper":"/paper/2605.28831","citing_paper":"/paper/2608.10108"},"observation_digest":"sha256:150692717f0a822dabdc4c49338ac2a3cbc1661105787ff99f434106df65e291","observation_id":"01e40a8e-0419-43b7-a1fe-4a4bf3f0b7e0","resolution":{"observed_at":"2026-08-14T04:18:16.104743Z","resolver_source":"local_arxiv","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-14T04:18:11.094745Z","title":"arXiv preprint arXiv:2512.12818 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.10108","last_updated":"2026-08-10T18:23:04Z","snapshot_observed_at":"2026-08-21T17:55:42.522734Z","submitted_at":"2026-08-10T18:23:04Z","title":"MESA:Task-Adaptive Multi-Structure Evidence Selection for Long-Horizon Agent Memory","version":1},"reference_index":7,"source":"arxiv_source","source_observed_at":"2026-08-14T04:18:11.094745Z"},"links":{"citing_paper":"/paper/2608.10108"},"observation_digest":"sha256:71d1d0925bd327938dbd2e64f0eca1267a1964fc2010a7811653b0d079850ce9","observation_id":"5cddedfc-2c4d-42b9-a7df-a379a90b69e2","resolution":{"observed_at":"2026-08-14T04:18:11.094745Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2602.02474","last_updated":"2026-05-24T19:01:09Z","snapshot_observed_at":"2026-08-03T05:25:38.558727Z","submitted_at":"2026-02-02T18:53:28Z","title":"MemSkill: Learning and Evolving Memory Skills for Self-Evolving Agents","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2602.02474","snapshot_observed_at":"2026-08-14T04:18:11.145149Z","title":"arXiv preprint arXiv:2602.02474 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.10108","last_updated":"2026-08-10T18:23:04Z","snapshot_observed_at":"2026-08-21T17:55:42.522734Z","submitted_at":"2026-08-10T18:23:04Z","title":"MESA:Task-Adaptive Multi-Structure Evidence Selection for Long-Horizon Agent Memory","version":1},"reference_index":8,"source":"arxiv_source","source_observed_at":"2026-08-14T04:18:11.145149Z"},"links":{"cited_paper":"/paper/2602.02474","citing_paper":"/paper/2608.10108"},"observation_digest":"sha256:73adbf42b9f8c564b105742ec53e2130b7ad9149af77b7fe4448e2cc79c1cea8","observation_id":"8d9f119f-cd9d-4cfa-a6eb-f0b1011c7127","resolution":{"observed_at":"2026-08-14T04:18:11.145149Z","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":"2026-08-14T04:18:11.174749Z","title":", author=","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2608.10108","last_updated":"2026-08-10T18:23:04Z","snapshot_observed_at":"2026-08-21T17:55:42.522734Z","submitted_at":"2026-08-10T18:23:04Z","title":"MESA:Task-Adaptive Multi-Structure Evidence Selection for Long-Horizon Agent Memory","version":1},"reference_index":9,"source":"arxiv_source","source_observed_at":"2026-08-14T04:18:11.174749Z"},"links":{"citing_paper":"/paper/2608.10108"},"observation_digest":"sha256:c5ab32470495683b7b15d3169e9cfb770e694527d24bc6e660172f8790f07fdf","observation_id":"f990fe0d-06c0-4d40-9145-927a32c35c70","resolution":{"observed_at":"2026-08-14T04:18:11.174749Z","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":"2026-08-14T04:18:11.192001Z","title":"Proceedings of the 36th annual acm symposium on user interface software and technology , pages=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.10108","last_updated":"2026-08-10T18:23:04Z","snapshot_observed_at":"2026-08-21T17:55:42.522734Z","submitted_at":"2026-08-10T18:23:04Z","title":"MESA:Task-Adaptive Multi-Structure Evidence Selection for Long-Horizon Agent Memory","version":1},"reference_index":10,"source":"arxiv_source","source_observed_at":"2026-08-14T04:18:11.192001Z"},"links":{"citing_paper":"/paper/2608.10108"},"observation_digest":"sha256:868cd39912d619e2f7fd68e0c9ae4a19ec4f00ad285bdbb8409b788192c5ce06","observation_id":"8c8c10d2-c337-435a-970b-71c299d267a7","resolution":{"observed_at":"2026-08-14T04:18:11.192001Z","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":"2026-08-14T04:18:11.224746Z","title":"Advances in neural information processing systems , volume=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.10108","last_updated":"2026-08-10T18:23:04Z","snapshot_observed_at":"2026-08-21T17:55:42.522734Z","submitted_at":"2026-08-10T18:23:04Z","title":"MESA:Task-Adaptive Multi-Structure Evidence Selection for Long-Horizon Agent Memory","version":1},"reference_index":11,"source":"arxiv_source","source_observed_at":"2026-08-14T04:18:11.224746Z"},"links":{"citing_paper":"/paper/2608.10108"},"observation_digest":"sha256:bda97b249eff1d91613a4ee6fa7bcfb3c674b276d2bfcde474019efeb66bf31d","observation_id":"690fc92f-4e40-4a20-b004-f1dd65c3ade3","resolution":{"observed_at":"2026-08-14T04:18:11.224746Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2305.16291","last_updated":"2023-10-19T16:27:03Z","snapshot_observed_at":"2026-08-13T16:55:46.498156Z","submitted_at":"2023-05-25T17:46:38Z","title":"Voyager: An Open-Ended Embodied Agent with Large Language Models","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2305.16291","snapshot_observed_at":"2026-08-14T04:18:11.250123Z","title":"arXiv preprint arXiv:2305.16291 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.10108","last_updated":"2026-08-10T18:23:04Z","snapshot_observed_at":"2026-08-21T17:55:42.522734Z","submitted_at":"2026-08-10T18:23:04Z","title":"MESA:Task-Adaptive Multi-Structure Evidence Selection for Long-Horizon Agent Memory","version":1},"reference_index":12,"source":"arxiv_source","source_observed_at":"2026-08-14T04:18:11.250123Z"},"links":{"cited_paper":"/paper/2305.16291","citing_paper":"/paper/2608.10108"},"observation_digest":"sha256:aab027ee161e7e65aa53725cdb414f497ddb0a6ab61e0156e412e8bf750e8b8d","observation_id":"3aaa59e4-aa42-4a4e-88c4-bc461b2c9fe5","resolution":{"observed_at":"2026-08-14T04:18:11.250123Z","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":"2026-08-14T04:18:17.546181Z","title":"Proceedings of the AAAI conference on artificial intelligence , year=","venue":null,"work_id":"45a733e6-6618-4d72-844e-71aaefacc47f","year":null},"citing_paper":{"arxiv_id":"2608.10108","last_updated":"2026-08-10T18:23:04Z","snapshot_observed_at":"2026-08-21T17:55:42.522734Z","submitted_at":"2026-08-10T18:23:04Z","title":"MESA:Task-Adaptive Multi-Structure Evidence Selection for Long-Horizon Agent Memory","version":1},"reference_index":13,"source":"arxiv_source","source_observed_at":"2026-08-14T04:18:11.278099Z"},"links":{"citing_paper":"/paper/2608.10108"},"observation_digest":"sha256:b5e3683617cabca6568f6be1e6f06e2a216c7ef1be026cf856b34cb9c1c8c2cd","observation_id":"bcbd5ac9-5830-4e99-aa60-1cdf5e4dde99","resolution":{"observed_at":"2026-08-14T04:18:17.590130Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2504.19413","last_updated":"2025-04-28T01:46:35Z","snapshot_observed_at":"2026-08-14T23:23:31.683130Z","submitted_at":"2025-04-28T01:46:35Z","title":"Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2504.19413","snapshot_observed_at":"2026-08-14T04:18:11.318696Z","title":"arXiv preprint arXiv:2504.19413 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.10108","last_updated":"2026-08-10T18:23:04Z","snapshot_observed_at":"2026-08-21T17:55:42.522734Z","submitted_at":"2026-08-10T18:23:04Z","title":"MESA:Task-Adaptive Multi-Structure Evidence Selection for Long-Horizon Agent Memory","version":1},"reference_index":14,"source":"arxiv_source","source_observed_at":"2026-08-14T04:18:11.318696Z"},"links":{"cited_paper":"/paper/2504.19413","citing_paper":"/paper/2608.10108"},"observation_digest":"sha256:b5e5c5e4eca47b010e532ed7cd2531b26dc67d27d176f2930acb12c473d190eb","observation_id":"b1390b26-0575-4036-8fd0-4276c9343f1b","resolution":{"observed_at":"2026-08-14T04:18:11.318696Z","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":"2026-08-14T04:18:11.345256Z","title":"Advances in neural information processing systems , volume=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.10108","last_updated":"2026-08-10T18:23:04Z","snapshot_observed_at":"2026-08-21T17:55:42.522734Z","submitted_at":"2026-08-10T18:23:04Z","title":"MESA:Task-Adaptive Multi-Structure Evidence Selection for Long-Horizon Agent Memory","version":1},"reference_index":15,"source":"arxiv_source","source_observed_at":"2026-08-14T04:18:11.345256Z"},"links":{"citing_paper":"/paper/2608.10108"},"observation_digest":"sha256:2098b3360ce59c017ed8a85ce5e3173b04a2b7f97bf4da722122b28e2301d437","observation_id":"d43886da-4bd2-48fb-aaab-225fcbfa1bdf","resolution":{"observed_at":"2026-08-14T04:18:11.345256Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2505.09388","last_updated":"2025-05-14T13:41:34Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2025-05-14T13:41:34Z","title":"Qwen3 Technical Report","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2505.09388","snapshot_observed_at":"2026-08-14T04:18:11.384751Z","title":"arXiv preprint arXiv:2505.09388 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.10108","last_updated":"2026-08-10T18:23:04Z","snapshot_observed_at":"2026-08-21T17:55:42.522734Z","submitted_at":"2026-08-10T18:23:04Z","title":"MESA:Task-Adaptive Multi-Structure Evidence Selection for Long-Horizon Agent Memory","version":1},"reference_index":16,"source":"arxiv_source","source_observed_at":"2026-08-14T04:18:11.384751Z"},"links":{"cited_paper":"/paper/2505.09388","citing_paper":"/paper/2608.10108"},"observation_digest":"sha256:4605677d3a5ac2082d8d9e93c7fe3b2a280ef4a4b2fae827d0d38063e84ba21e","observation_id":"66db2a13-915e-4777-a3c7-1e5b5a2d606e","resolution":{"observed_at":"2026-08-14T04:18:11.384751Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2410.10813","last_updated":"2025-03-04T22:19:41Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2024-10-14T17:59:44Z","title":"LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2410.10813","snapshot_observed_at":"2026-08-14T04:18:11.444751Z","title":"arXiv preprint arXiv:2410.10813 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.10108","last_updated":"2026-08-10T18:23:04Z","snapshot_observed_at":"2026-08-21T17:55:42.522734Z","submitted_at":"2026-08-10T18:23:04Z","title":"MESA:Task-Adaptive Multi-Structure Evidence Selection for Long-Horizon Agent Memory","version":1},"reference_index":17,"source":"arxiv_source","source_observed_at":"2026-08-14T04:18:11.444751Z"},"links":{"cited_paper":"/paper/2410.10813","citing_paper":"/paper/2608.10108"},"observation_digest":"sha256:48aa425106d5129adb94969ec5a0dcc7cebb90d766a2790e96637cd5b2e51c99","observation_id":"26a6d450-eb48-4322-aca4-ca01210e12bf","resolution":{"observed_at":"2026-08-14T04:18:11.444751Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2306.02224","last_updated":"2023-06-04T01:07:20Z","snapshot_observed_at":"2026-08-21T19:38:26.290447Z","submitted_at":"2023-06-04T01:07:20Z","title":"Auto-GPT for Online Decision Making: Benchmarks and Additional Opinions","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2306.02224","snapshot_observed_at":"2026-08-14T04:18:11.504750Z","title":"arXiv preprint arXiv:2306.02224 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.10108","last_updated":"2026-08-10T18:23:04Z","snapshot_observed_at":"2026-08-21T17:55:42.522734Z","submitted_at":"2026-08-10T18:23:04Z","title":"MESA:Task-Adaptive Multi-Structure Evidence Selection for Long-Horizon Agent Memory","version":1},"reference_index":18,"source":"arxiv_source","source_observed_at":"2026-08-14T04:18:11.504750Z"},"links":{"cited_paper":"/paper/2306.02224","citing_paper":"/paper/2608.10108"},"observation_digest":"sha256:adfe7c05f3e8473d6bb0f589155b3130f91ca71ce8d9fa5202f1f4fea3efc0df","observation_id":"05864746-66f3-4624-9aba-61db73a3bcfc","resolution":{"observed_at":"2026-08-14T04:18:11.504750Z","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":"2026-08-14T04:18:11.522171Z","title":"arXiv preprint arXiv:2601.06411 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.10108","last_updated":"2026-08-10T18:23:04Z","snapshot_observed_at":"2026-08-21T17:55:42.522734Z","submitted_at":"2026-08-10T18:23:04Z","title":"MESA:Task-Adaptive Multi-Structure Evidence Selection for Long-Horizon Agent Memory","version":1},"reference_index":19,"source":"arxiv_source","source_observed_at":"2026-08-14T04:18:11.522171Z"},"links":{"citing_paper":"/paper/2608.10108"},"observation_digest":"sha256:895e7b0f353d6cfed2f217d1feee1607b64df571f3900e8d07c2891aed6c1db8","observation_id":"486ce2a9-8961-4cb3-b2b2-4cc0cc71b209","resolution":{"observed_at":"2026-08-14T04:18:11.522171Z","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":"2026-08-14T04:18:17.382402Z","title":"Proceedings of the ACM Web Conference 2026 , pages=","venue":null,"work_id":"2aa84171-ae00-42ba-ade5-e058c0278bbc","year":2026},"citing_paper":{"arxiv_id":"2608.10108","last_updated":"2026-08-10T18:23:04Z","snapshot_observed_at":"2026-08-21T17:55:42.522734Z","submitted_at":"2026-08-10T18:23:04Z","title":"MESA:Task-Adaptive Multi-Structure Evidence Selection for Long-Horizon Agent Memory","version":1},"reference_index":20,"source":"arxiv_source","source_observed_at":"2026-08-14T04:18:11.557406Z"},"links":{"citing_paper":"/paper/2608.10108"},"observation_digest":"sha256:2f1bb62caddefa446448600b4b1c23396c4c9edd16d0d4e0e002637aace92256","observation_id":"d42f7d8e-fe31-4ded-a466-501cfc7f1a70","resolution":{"observed_at":"2026-08-14T04:18:17.413994Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-14T04:18:11.572993Z","title":"arXiv preprint arXiv:2602.14038 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.10108","last_updated":"2026-08-10T18:23:04Z","snapshot_observed_at":"2026-08-21T17:55:42.522734Z","submitted_at":"2026-08-10T18:23:04Z","title":"MESA:Task-Adaptive Multi-Structure Evidence Selection for Long-Horizon Agent Memory","version":1},"reference_index":21,"source":"arxiv_source","source_observed_at":"2026-08-14T04:18:11.572993Z"},"links":{"citing_paper":"/paper/2608.10108"},"observation_digest":"sha256:c4e3a7a7c2f778ef241fadd8e78502040f54b2d2f585d10fd2793b3fb9df70df","observation_id":"22bbe9e9-e988-4b1b-89a8-e3675a8026d6","resolution":{"observed_at":"2026-08-14T04:18:11.572993Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2602.03315","last_updated":"2026-07-02T10:11:44Z","snapshot_observed_at":"2026-08-15T21:33:55.628190Z","submitted_at":"2026-02-03T09:44:43Z","title":"Memora: A Harmonic Memory Representation Balancing Abstraction and Specificity","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2602.03315","snapshot_observed_at":"2026-08-14T04:18:11.594813Z","title":"arXiv preprint arXiv:2602.03315 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.10108","last_updated":"2026-08-10T18:23:04Z","snapshot_observed_at":"2026-08-21T17:55:42.522734Z","submitted_at":"2026-08-10T18:23:04Z","title":"MESA:Task-Adaptive Multi-Structure Evidence Selection for Long-Horizon Agent Memory","version":1},"reference_index":22,"source":"arxiv_source","source_observed_at":"2026-08-14T04:18:11.594813Z"},"links":{"cited_paper":"/paper/2602.03315","citing_paper":"/paper/2608.10108"},"observation_digest":"sha256:59402bffbed8367d672452eb193215b5cdde871614b171f988624d18ff713897","observation_id":"06b4cfe0-b162-4d52-8b0c-962362ddcaeb","resolution":{"observed_at":"2026-08-14T04:18:11.594813Z","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":"2026-08-14T04:18:11.634743Z","title":"Advances in Neural Information Processing Systems , volume=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.10108","last_updated":"2026-08-10T18:23:04Z","snapshot_observed_at":"2026-08-21T17:55:42.522734Z","submitted_at":"2026-08-10T18:23:04Z","title":"MESA:Task-Adaptive Multi-Structure Evidence Selection for Long-Horizon Agent Memory","version":1},"reference_index":23,"source":"arxiv_source","source_observed_at":"2026-08-14T04:18:11.634743Z"},"links":{"citing_paper":"/paper/2608.10108"},"observation_digest":"sha256:810ef29aaec9d2b1348e23428dd1c60feaeaa234c8bcdce2182330c72e068b82","observation_id":"c6292e09-9416-438e-bff6-2d6b44efcdf8","resolution":{"observed_at":"2026-08-14T04:18:11.634743Z","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":"2026-08-14T04:18:17.214149Z","title":"Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=","venue":null,"work_id":"d62909c6-9ad8-4951-8155-b2ddc39cc08b","year":null},"citing_paper":{"arxiv_id":"2608.10108","last_updated":"2026-08-10T18:23:04Z","snapshot_observed_at":"2026-08-21T17:55:42.522734Z","submitted_at":"2026-08-10T18:23:04Z","title":"MESA:Task-Adaptive Multi-Structure Evidence Selection for Long-Horizon Agent Memory","version":1},"reference_index":24,"source":"arxiv_source","source_observed_at":"2026-08-14T04:18:11.650150Z"},"links":{"citing_paper":"/paper/2608.10108"},"observation_digest":"sha256:0b8cdf186290d0231b8ea14153fdb070705ddee2a0d77323ed2be9d56213d59b","observation_id":"7743f2a7-69f8-423a-8c0c-8e869ac93140","resolution":{"observed_at":"2026-08-14T04:18:17.245858Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-14T04:18:11.689078Z","title":"Advances in Neural Information Processing Systems (NeurIPS) , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.10108","last_updated":"2026-08-10T18:23:04Z","snapshot_observed_at":"2026-08-21T17:55:42.522734Z","submitted_at":"2026-08-10T18:23:04Z","title":"MESA:Task-Adaptive Multi-Structure Evidence Selection for Long-Horizon Agent Memory","version":1},"reference_index":25,"source":"arxiv_source","source_observed_at":"2026-08-14T04:18:11.689078Z"},"links":{"citing_paper":"/paper/2608.10108"},"observation_digest":"sha256:6b2b9abd19e27f131b2a43676d91eecf645434db854f08cec694ae42ce56b13a","observation_id":"2eef22b8-d1df-41b1-8169-09717fe26a62","resolution":{"observed_at":"2026-08-14T04:18:11.689078Z","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":"2026-08-14T04:18:17.109119Z","title":"Advances in Neural Information Processing Systems (NeurIPS) , year=","venue":null,"work_id":"0f1a00b5-e697-4d5a-8d70-ddff488543d8","year":null},"citing_paper":{"arxiv_id":"2608.10108","last_updated":"2026-08-10T18:23:04Z","snapshot_observed_at":"2026-08-21T17:55:42.522734Z","submitted_at":"2026-08-10T18:23:04Z","title":"MESA:Task-Adaptive Multi-Structure Evidence Selection for Long-Horizon Agent Memory","version":1},"reference_index":26,"source":"arxiv_source","source_observed_at":"2026-08-14T04:18:11.719066Z"},"links":{"citing_paper":"/paper/2608.10108"},"observation_digest":"sha256:c96c914112cca1dcfc921b2be9cf1c649dcd4c45c9a19da6867a19ffce0e005c","observation_id":"044ac410-930d-4ab9-91cd-17e5da4a799e","resolution":{"observed_at":"2026-08-14T04:18:17.119607Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-14T04:18:17.051428Z","title":"Transactions of the Association for Computational Linguistics (TACL) , year=","venue":null,"work_id":"185d403c-e3d6-41b1-a6eb-e7c0788f1e89","year":null},"citing_paper":{"arxiv_id":"2608.10108","last_updated":"2026-08-10T18:23:04Z","snapshot_observed_at":"2026-08-21T17:55:42.522734Z","submitted_at":"2026-08-10T18:23:04Z","title":"MESA:Task-Adaptive Multi-Structure Evidence Selection for Long-Horizon Agent Memory","version":1},"reference_index":27,"source":"arxiv_source","source_observed_at":"2026-08-14T04:18:11.739461Z"},"links":{"citing_paper":"/paper/2608.10108"},"observation_digest":"sha256:4bd2d4d1a2702e59dae44e9d8724999e927e6096eb37c017fd296f2f0bc4feb6","observation_id":"ed20f001-0aa9-4737-9346-39b955ef38e5","resolution":{"observed_at":"2026-08-14T04:18:17.071473Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-14T04:18:11.753565Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.10108","last_updated":"2026-08-10T18:23:04Z","snapshot_observed_at":"2026-08-21T17:55:42.522734Z","submitted_at":"2026-08-10T18:23:04Z","title":"MESA:Task-Adaptive Multi-Structure Evidence Selection for Long-Horizon Agent Memory","version":1},"reference_index":28,"source":"arxiv_source","source_observed_at":"2026-08-14T04:18:11.753565Z"},"links":{"citing_paper":"/paper/2608.10108"},"observation_digest":"sha256:d24a4ccecd3e378ccf84893fa6788ffea296858d896496b05ade71233674c716","observation_id":"02629005-ad76-4742-b442-ce51854e3920","resolution":{"observed_at":"2026-08-14T04:18:11.753565Z","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":"2026-08-14T04:18:11.773174Z","title":"Advances in Neural Information Processing Systems , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.10108","last_updated":"2026-08-10T18:23:04Z","snapshot_observed_at":"2026-08-21T17:55:42.522734Z","submitted_at":"2026-08-10T18:23:04Z","title":"MESA:Task-Adaptive Multi-Structure Evidence Selection for Long-Horizon Agent Memory","version":1},"reference_index":29,"source":"arxiv_source","source_observed_at":"2026-08-14T04:18:11.773174Z"},"links":{"citing_paper":"/paper/2608.10108"},"observation_digest":"sha256:30062793ef26b283b4b804a8e98f46cb69d72d15ced0d5605830362a186b39c8","observation_id":"4f183425-0af7-477d-b62a-1df38cb1ef14","resolution":{"observed_at":"2026-08-14T04:18:11.773174Z","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":"2026-08-14T04:18:11.801890Z","title":"Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing , year=","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2608.10108","last_updated":"2026-08-10T18:23:04Z","snapshot_observed_at":"2026-08-21T17:55:42.522734Z","submitted_at":"2026-08-10T18:23:04Z","title":"MESA:Task-Adaptive Multi-Structure Evidence Selection for Long-Horizon Agent Memory","version":1},"reference_index":30,"source":"arxiv_source","source_observed_at":"2026-08-14T04:18:11.801890Z"},"links":{"citing_paper":"/paper/2608.10108"},"observation_digest":"sha256:4ebcefbca063daf2fe2b35d68390a4da2c8ebb0645d57e211024cf7ac5487805","observation_id":"3d159cf8-d168-460b-a63a-63a49e81a9f2","resolution":{"observed_at":"2026-08-14T04:18:11.801890Z","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":"2026-08-14T04:18:11.841288Z","title":"arXiv preprint arXiv:2603.16862 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.10108","last_updated":"2026-08-10T18:23:04Z","snapshot_observed_at":"2026-08-21T17:55:42.522734Z","submitted_at":"2026-08-10T18:23:04Z","title":"MESA:Task-Adaptive Multi-Structure Evidence Selection for Long-Horizon Agent Memory","version":1},"reference_index":31,"source":"arxiv_source","source_observed_at":"2026-08-14T04:18:11.841288Z"},"links":{"citing_paper":"/paper/2608.10108"},"observation_digest":"sha256:9d991d1555b3b080337506e336e593f05890853a7d4fe9b239d64ddfb18ec19e","observation_id":"76fab65d-7c9b-4527-8301-021a61f8dc96","resolution":{"observed_at":"2026-08-14T04:18:11.841288Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2306.07863","last_updated":"2024-01-19T06:59:26Z","snapshot_observed_at":"2026-08-17T01:17:21.684440Z","submitted_at":"2023-06-13T15:49:41Z","title":"Synapse: Trajectory-as-Exemplar Prompting with Memory for Computer Control","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2306.07863","snapshot_observed_at":"2026-08-14T04:18:11.874825Z","title":"URL https://arxiv","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2608.10108","last_updated":"2026-08-10T18:23:04Z","snapshot_observed_at":"2026-08-21T17:55:42.522734Z","submitted_at":"2026-08-10T18:23:04Z","title":"MESA:Task-Adaptive Multi-Structure Evidence Selection for Long-Horizon Agent Memory","version":1},"reference_index":32,"source":"arxiv_source","source_observed_at":"2026-08-14T04:18:11.874825Z"},"links":{"cited_paper":"/paper/2306.07863","citing_paper":"/paper/2608.10108"},"observation_digest":"sha256:79e7239752a52fe6b6d583e40350b4e97b8f4fe264f8b2fd68b3021965a28a07","observation_id":"ed1781ea-eeae-4436-a8db-ef2228f97a81","resolution":{"observed_at":"2026-08-14T04:18:11.874825Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2403.05530","last_updated":"2024-12-16T17:39:39Z","snapshot_observed_at":"2026-08-14T18:15:53.516440Z","submitted_at":"2024-03-08T18:54:20Z","title":"Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context","version":5},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2403.05530","snapshot_observed_at":"2026-08-14T04:18:11.887311Z","title":"arXiv preprint arXiv:2403.05530 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.10108","last_updated":"2026-08-10T18:23:04Z","snapshot_observed_at":"2026-08-21T17:55:42.522734Z","submitted_at":"2026-08-10T18:23:04Z","title":"MESA:Task-Adaptive Multi-Structure Evidence Selection for Long-Horizon Agent Memory","version":1},"reference_index":33,"source":"arxiv_source","source_observed_at":"2026-08-14T04:18:11.887311Z"},"links":{"cited_paper":"/paper/2403.05530","citing_paper":"/paper/2608.10108"},"observation_digest":"sha256:567779cb56d1d77a5b660c641136a830a95f101c3358d4505a6e10f8e939c169","observation_id":"2a0d1737-5987-4f2f-8f0c-b19ebeb90596","resolution":{"observed_at":"2026-08-14T04:18:11.887311Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2602.22769","last_updated":"2026-05-27T09:28:43Z","snapshot_observed_at":"2026-08-15T09:53:44.944732Z","submitted_at":"2026-02-26T08:59:31Z","title":"AMA-Bench: Evaluating Long-Horizon Memory for Agentic Applications","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2602.22769","snapshot_observed_at":"2026-08-14T04:18:11.895696Z","title":"arXiv preprint arXiv:2602.22769 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.10108","last_updated":"2026-08-10T18:23:04Z","snapshot_observed_at":"2026-08-21T17:55:42.522734Z","submitted_at":"2026-08-10T18:23:04Z","title":"MESA:Task-Adaptive Multi-Structure Evidence Selection for Long-Horizon Agent Memory","version":1},"reference_index":34,"source":"arxiv_source","source_observed_at":"2026-08-14T04:18:11.895696Z"},"links":{"cited_paper":"/paper/2602.22769","citing_paper":"/paper/2608.10108"},"observation_digest":"sha256:0a5f9601ca29727e1c12c1f7608ada890b550fe5a999e3cf97aff7c60b702529","observation_id":"596bc04d-fa49-4fc8-8ae7-996f19dfd53b","resolution":{"observed_at":"2026-08-14T04:18:11.895696Z","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":"2026-08-14T04:18:16.883023Z","title":"arXiv e-prints , pages=","venue":null,"work_id":"7a5036b7-7e76-4566-b172-a10affea0b05","year":null},"citing_paper":{"arxiv_id":"2608.10108","last_updated":"2026-08-10T18:23:04Z","snapshot_observed_at":"2026-08-21T17:55:42.522734Z","submitted_at":"2026-08-10T18:23:04Z","title":"MESA:Task-Adaptive Multi-Structure Evidence Selection for Long-Horizon Agent Memory","version":1},"reference_index":35,"source":"arxiv_source","source_observed_at":"2026-08-14T04:18:11.927396Z"},"links":{"citing_paper":"/paper/2608.10108"},"observation_digest":"sha256:8761d8787094dd0ccc2f1de13c95ecb699c653e679c1fb5122fbe54456784815","observation_id":"7385923e-ce51-4f4f-8801-67c8e7217338","resolution":{"observed_at":"2026-08-14T04:18:16.900427Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-14T04:18:16.724803Z","title":"2025 , journal=","venue":null,"work_id":"378fb3da-be07-4c56-b313-1a8df11a3b7e","year":2025},"citing_paper":{"arxiv_id":"2608.10108","last_updated":"2026-08-10T18:23:04Z","snapshot_observed_at":"2026-08-21T17:55:42.522734Z","submitted_at":"2026-08-10T18:23:04Z","title":"MESA:Task-Adaptive Multi-Structure Evidence Selection for Long-Horizon Agent Memory","version":1},"reference_index":36,"source":"arxiv_source","source_observed_at":"2026-08-14T04:18:11.954075Z"},"links":{"citing_paper":"/paper/2608.10108"},"observation_digest":"sha256:69b08e1a12446c19e3a410e51dafdeb84a3283f63d02b2e01fe3546e29790808","observation_id":"d155fa1e-6387-447e-aac2-2ddaffd6e6c6","resolution":{"observed_at":"2026-08-14T04:18:16.807214Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2605.15701","last_updated":"2026-05-15T07:46:38Z","snapshot_observed_at":"2026-08-17T13:34:08.647837Z","submitted_at":"2026-05-15T07:46:38Z","title":"H-Mem: A Novel Memory Mechanism for Evolving and Retrieving Agent Memory via a Hybrid Structure","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2605.15701","snapshot_observed_at":"2026-08-14T04:18:11.990380Z","title":"arXiv preprint arXiv:2605.15701 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.10108","last_updated":"2026-08-10T18:23:04Z","snapshot_observed_at":"2026-08-21T17:55:42.522734Z","submitted_at":"2026-08-10T18:23:04Z","title":"MESA:Task-Adaptive Multi-Structure Evidence Selection for Long-Horizon Agent Memory","version":1},"reference_index":37,"source":"arxiv_source","source_observed_at":"2026-08-14T04:18:11.990380Z"},"links":{"cited_paper":"/paper/2605.15701","citing_paper":"/paper/2608.10108"},"observation_digest":"sha256:34356004a1ab695ff1ad723361e88d1c6fba51c61b8ee73e60998460c2a7fdca","observation_id":"93345b74-6d43-43dd-bc0c-af3e9ff29259","resolution":{"observed_at":"2026-08-14T04:18:11.990380Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2601.20352","last_updated":"2026-04-15T14:20:46Z","snapshot_observed_at":"2026-08-18T18:57:07.407917Z","submitted_at":"2026-01-28T08:09:49Z","title":"AMA: Adaptive Memory via Multi-Agent Collaboration","version":3},"cited_work":{"arxiv_id":"2601.20352","doi":null,"metadata_source":"pith","pith_arxiv_id":"2601.20352","snapshot_observed_at":"2026-08-14T04:18:13.829647Z","title":"AMA: Adaptive Memory via Multi-Agent Collaboration","venue":"cs.AI","work_id":"4b772b08-62d3-4c6c-9e01-9cac6683b26f","year":2026},"citing_paper":{"arxiv_id":"2608.10108","last_updated":"2026-08-10T18:23:04Z","snapshot_observed_at":"2026-08-21T17:55:42.522734Z","submitted_at":"2026-08-10T18:23:04Z","title":"MESA:Task-Adaptive Multi-Structure Evidence Selection for Long-Horizon Agent Memory","version":1},"reference_index":38,"source":"arxiv_source","source_observed_at":"2026-08-14T04:18:12.024831Z"},"links":{"cited_paper":"/paper/2601.20352","citing_paper":"/paper/2608.10108"},"observation_digest":"sha256:f6cc0a73bec40c4966f051b11de554011001ef77f677b1bcb4e66cc246e27762","observation_id":"6402aeb6-2593-4464-97a6-b7a6e22fa2cd","resolution":{"observed_at":"2026-08-14T04:18:13.859932Z","resolver_source":"local_arxiv","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2507.19457","last_updated":"2026-02-14T11:42:30Z","snapshot_observed_at":"2026-08-14T13:34:39.415942Z","submitted_at":"2025-07-25T17:42:32Z","title":"GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learning","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2507.19457","snapshot_observed_at":"2026-08-14T04:18:12.038222Z","title":"arXiv preprint arXiv:2507.19457 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.10108","last_updated":"2026-08-10T18:23:04Z","snapshot_observed_at":"2026-08-21T17:55:42.522734Z","submitted_at":"2026-08-10T18:23:04Z","title":"MESA:Task-Adaptive Multi-Structure Evidence Selection for Long-Horizon Agent Memory","version":1},"reference_index":39,"source":"arxiv_source","source_observed_at":"2026-08-14T04:18:12.038222Z"},"links":{"cited_paper":"/paper/2507.19457","citing_paper":"/paper/2608.10108"},"observation_digest":"sha256:22913d36ffc974515b59f65e4e36edc6899749899aaf4b809bb57e1b1c53f492","observation_id":"213fe12f-3b62-4740-8485-448d34b931a8","resolution":{"observed_at":"2026-08-14T04:18:12.038222Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2603.28052","last_updated":"2026-03-30T05:33:50Z","snapshot_observed_at":"2026-08-11T05:18:08.192130Z","submitted_at":"2026-03-30T05:33:50Z","title":"Meta-Harness: End-to-End Optimization of Model Harnesses","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2603.28052","snapshot_observed_at":"2026-08-14T04:18:12.050218Z","title":"arXiv preprint arXiv:2603.28052 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.10108","last_updated":"2026-08-10T18:23:04Z","snapshot_observed_at":"2026-08-21T17:55:42.522734Z","submitted_at":"2026-08-10T18:23:04Z","title":"MESA:Task-Adaptive Multi-Structure Evidence Selection for Long-Horizon Agent Memory","version":1},"reference_index":40,"source":"arxiv_source","source_observed_at":"2026-08-14T04:18:12.050218Z"},"links":{"cited_paper":"/paper/2603.28052","citing_paper":"/paper/2608.10108"},"observation_digest":"sha256:052652ffa7880577473f88d398b2a39f4c5785c4b5e78a193dcf0ad65b63da31","observation_id":"e83f809f-2cda-4ad2-af3a-3af3287dc2f4","resolution":{"observed_at":"2026-08-14T04:18:12.050218Z","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":"2026-08-14T04:18:16.614747Z","title":"2026 , doi =","venue":null,"work_id":"aa29cb6d-afa8-4262-836b-feec2dc3e07c","year":2026},"citing_paper":{"arxiv_id":"2608.10108","last_updated":"2026-08-10T18:23:04Z","snapshot_observed_at":"2026-08-21T17:55:42.522734Z","submitted_at":"2026-08-10T18:23:04Z","title":"MESA:Task-Adaptive Multi-Structure Evidence Selection for Long-Horizon Agent Memory","version":1},"reference_index":41,"source":"arxiv_source","source_observed_at":"2026-08-14T04:18:12.092170Z"},"links":{"citing_paper":"/paper/2608.10108"},"observation_digest":"sha256:f560424c4ed5e16ead196bb09a5bbd4f99369887cbe71ce58acc0361536fc0e0","observation_id":"78be0760-82e6-430e-9d4d-fc99f2bb644a","resolution":{"observed_at":"2026-08-14T04:18:16.638558Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2604.20801","last_updated":"2026-04-22T17:27:40Z","snapshot_observed_at":"2026-08-11T05:52:53.310577Z","submitted_at":"2026-04-22T17:27:40Z","title":"Synthesizing Multi-Agent Harnesses for Vulnerability Discovery","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2604.20801","snapshot_observed_at":"2026-08-14T04:18:12.134839Z","title":"arXiv preprint arXiv:2604.20801 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.10108","last_updated":"2026-08-10T18:23:04Z","snapshot_observed_at":"2026-08-21T17:55:42.522734Z","submitted_at":"2026-08-10T18:23:04Z","title":"MESA:Task-Adaptive Multi-Structure Evidence Selection for Long-Horizon Agent Memory","version":1},"reference_index":42,"source":"arxiv_source","source_observed_at":"2026-08-14T04:18:12.134839Z"},"links":{"cited_paper":"/paper/2604.20801","citing_paper":"/paper/2608.10108"},"observation_digest":"sha256:40d2b7fba510c43aeab0914f8cadcc4f61c9a4fe4194dd554e09ea6356045ae2","observation_id":"8bbbd14c-478e-4c51-be9e-be7b09fb163f","resolution":{"observed_at":"2026-08-14T04:18:12.134839Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2606.08348","last_updated":"2026-08-11T13:44:18Z","snapshot_observed_at":"2026-08-18T20:37:35.066649Z","submitted_at":"2026-06-06T21:40:19Z","title":"Bayesian-Agent: Posterior-Guided Skill Evolution Across LLM Agent Harnesses","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2606.08348","snapshot_observed_at":"2026-08-14T04:18:12.174750Z","title":"arXiv preprint arXiv:2606.08348 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.10108","last_updated":"2026-08-10T18:23:04Z","snapshot_observed_at":"2026-08-21T17:55:42.522734Z","submitted_at":"2026-08-10T18:23:04Z","title":"MESA:Task-Adaptive Multi-Structure Evidence Selection for Long-Horizon Agent Memory","version":1},"reference_index":43,"source":"arxiv_source","source_observed_at":"2026-08-14T04:18:12.174750Z"},"links":{"cited_paper":"/paper/2606.08348","citing_paper":"/paper/2608.10108"},"observation_digest":"sha256:150364195899c522a377d32b04906c0dbed7a1eb84549bc4ef78f0ee859c1cba","observation_id":"33854333-c565-47b5-bcd5-535986789e53","resolution":{"observed_at":"2026-08-14T04:18:12.174750Z","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":"2026-08-14T04:18:12.214750Z","title":"Machine learning , volume=","venue":null,"work_id":null,"year":2002},"citing_paper":{"arxiv_id":"2608.10108","last_updated":"2026-08-10T18:23:04Z","snapshot_observed_at":"2026-08-21T17:55:42.522734Z","submitted_at":"2026-08-10T18:23:04Z","title":"MESA:Task-Adaptive Multi-Structure Evidence Selection for Long-Horizon Agent Memory","version":1},"reference_index":44,"source":"arxiv_source","source_observed_at":"2026-08-14T04:18:12.214750Z"},"links":{"citing_paper":"/paper/2608.10108"},"observation_digest":"sha256:4f95b5a10027ea0a402169e2aada435b259bc7170110163778e1c9b1143fa652","observation_id":"427cec1b-54ae-4bb8-9460-5213ea67c711","resolution":{"observed_at":"2026-08-14T04:18:12.214750Z","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":"2026-08-14T04:18:16.489196Z","title":"Annals of Mathematics and Artificial Intelligence , volume=","venue":null,"work_id":"e0cfa468-62cf-402c-baf1-e838db8e4c01","year":2010},"citing_paper":{"arxiv_id":"2608.10108","last_updated":"2026-08-10T18:23:04Z","snapshot_observed_at":"2026-08-21T17:55:42.522734Z","submitted_at":"2026-08-10T18:23:04Z","title":"MESA:Task-Adaptive Multi-Structure Evidence Selection for Long-Horizon Agent Memory","version":1},"reference_index":45,"source":"arxiv_source","source_observed_at":"2026-08-14T04:18:12.262670Z"},"links":{"citing_paper":"/paper/2608.10108"},"observation_digest":"sha256:338a1ec905eda6d6545d8ebcf88930b6e20efc7cca9acfa35c614f39d582b0d9","observation_id":"01c41e51-d8d3-49cc-8c37-0a62dc0c1434","resolution":{"observed_at":"2026-08-14T04:18:16.524878Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2605.28009","last_updated":"2026-05-27T06:04:19Z","snapshot_observed_at":"2026-08-16T09:10:09.209035Z","submitted_at":"2026-05-27T06:04:19Z","title":"MemGuard: Preventing Memory Contamination in Long-Term Memory-Augmented Large Language Models","version":1},"cited_work":{"arxiv_id":"2605.28009","doi":null,"metadata_source":"pith","pith_arxiv_id":"2605.28009","snapshot_observed_at":"2026-08-14T04:18:13.231090Z","title":"MemGuard: Preventing Memory Contamination in Long-Term Memory-Augmented Large Language Models","venue":"cs.CL","work_id":"12cd5fa3-96fb-49f8-a2b6-a4135a74911a","year":2026},"citing_paper":{"arxiv_id":"2608.10108","last_updated":"2026-08-10T18:23:04Z","snapshot_observed_at":"2026-08-21T17:55:42.522734Z","submitted_at":"2026-08-10T18:23:04Z","title":"MESA:Task-Adaptive Multi-Structure Evidence Selection for Long-Horizon Agent Memory","version":1},"reference_index":46,"source":"arxiv_source","source_observed_at":"2026-08-14T04:18:12.305048Z"},"links":{"cited_paper":"/paper/2605.28009","citing_paper":"/paper/2608.10108"},"observation_digest":"sha256:de776ed315b861bad112bb5f23a088ca7ac9e28b4a0fdee62cf1f6b7ba594341","observation_id":"e5d874b4-894e-4a47-96bf-91a3bf86f9e6","resolution":{"observed_at":"2026-08-14T04:18:13.264386Z","resolver_source":"local_arxiv","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2506.05176","last_updated":"2025-06-11T02:54:49Z","snapshot_observed_at":"2026-08-20T02:29:37.867282Z","submitted_at":"2025-06-05T15:49:48Z","title":"Qwen3 Embedding: Advancing Text Embedding and Reranking Through Foundation Models","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2506.05176","snapshot_observed_at":"2026-08-14T04:18:12.333860Z","title":"arXiv preprint arXiv:2506.05176 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.10108","last_updated":"2026-08-10T18:23:04Z","snapshot_observed_at":"2026-08-21T17:55:42.522734Z","submitted_at":"2026-08-10T18:23:04Z","title":"MESA:Task-Adaptive Multi-Structure Evidence Selection for Long-Horizon Agent Memory","version":1},"reference_index":47,"source":"arxiv_source","source_observed_at":"2026-08-14T04:18:12.333860Z"},"links":{"cited_paper":"/paper/2506.05176","citing_paper":"/paper/2608.10108"},"observation_digest":"sha256:a76d024bf5e8809e0538c5e0e806a83afb0be79eff4d84a9d7dc8b81fb85fa67","observation_id":"59f24df0-d1dc-44bf-bf1d-2fd020dc70e8","resolution":{"observed_at":"2026-08-14T04:18:12.333860Z","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":"2026-08-14T04:18:12.384728Z","title":"Proceedings of the 2023 conference on empirical methods in natural language processing , pages=","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2608.10108","last_updated":"2026-08-10T18:23:04Z","snapshot_observed_at":"2026-08-21T17:55:42.522734Z","submitted_at":"2026-08-10T18:23:04Z","title":"MESA:Task-Adaptive Multi-Structure Evidence Selection for Long-Horizon Agent Memory","version":1},"reference_index":48,"source":"arxiv_source","source_observed_at":"2026-08-14T04:18:12.384728Z"},"links":{"citing_paper":"/paper/2608.10108"},"observation_digest":"sha256:d0afc58a790264f6c72f293704c271404d5747f7ece4912f27595115eb2c6b4e","observation_id":"0373f69c-7cad-4674-9ba0-6b337a5e3c44","resolution":{"observed_at":"2026-08-14T04:18:12.384728Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2606.24976","last_updated":"2026-06-23T12:16:27Z","snapshot_observed_at":"2026-08-07T17:53:24.400216Z","submitted_at":"2026-06-23T12:16:27Z","title":"Diagnosing and Mitigating Compounding Failures in Agentic Persuasion via Taxonomic Strategy Retrieval","version":1},"cited_work":{"arxiv_id":"2606.24976","doi":null,"metadata_source":"pith","pith_arxiv_id":"2606.24976","snapshot_observed_at":"2026-08-14T04:18:13.027340Z","title":"Diagnosing and Mitigating Compounding Failures in Agentic Persuasion via Taxonomic Strategy Retrieval","venue":"cs.AI","work_id":"e2528f0e-38cd-4797-8f45-802c24cb17a0","year":2026},"citing_paper":{"arxiv_id":"2608.10108","last_updated":"2026-08-10T18:23:04Z","snapshot_observed_at":"2026-08-21T17:55:42.522734Z","submitted_at":"2026-08-10T18:23:04Z","title":"MESA:Task-Adaptive Multi-Structure Evidence Selection for Long-Horizon Agent Memory","version":1},"reference_index":49,"source":"arxiv_source","source_observed_at":"2026-08-14T04:18:12.414740Z"},"links":{"cited_paper":"/paper/2606.24976","citing_paper":"/paper/2608.10108"},"observation_digest":"sha256:e4254b5db35394b2b42ec077feaa828574591e5f35688b75e3bd0c0733f4f212","observation_id":"1800bc30-9d63-47a6-a816-00b611cdd3ee","resolution":{"observed_at":"2026-08-14T04:18:13.052945Z","resolver_source":"local_arxiv","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2607.02770","last_updated":"2026-07-02T21:08:53Z","snapshot_observed_at":"2026-08-18T16:22:37.329414Z","submitted_at":"2026-07-02T21:08:53Z","title":"Gemma 4 Technical Report","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2607.02770","snapshot_observed_at":"2026-08-14T04:18:12.454892Z","title":"arXiv preprint arXiv:2607.02770 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.10108","last_updated":"2026-08-10T18:23:04Z","snapshot_observed_at":"2026-08-21T17:55:42.522734Z","submitted_at":"2026-08-10T18:23:04Z","title":"MESA:Task-Adaptive Multi-Structure Evidence Selection for Long-Horizon Agent Memory","version":1},"reference_index":50,"source":"arxiv_source","source_observed_at":"2026-08-14T04:18:12.454892Z"},"links":{"cited_paper":"/paper/2607.02770","citing_paper":"/paper/2608.10108"},"observation_digest":"sha256:e00342c234199a08208d4b448129a14416a254178f158022d1eff8b8ead8df57","observation_id":"b50202bd-a0b3-45d8-960d-a2899e8484b2","resolution":{"observed_at":"2026-08-14T04:18:12.454892Z","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":"2026-08-14T04:18:16.387158Z","title":"Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=","venue":null,"work_id":"4f1d0261-0577-4c33-a135-c93c29f8a9f5","year":null},"citing_paper":{"arxiv_id":"2608.10108","last_updated":"2026-08-10T18:23:04Z","snapshot_observed_at":"2026-08-21T17:55:42.522734Z","submitted_at":"2026-08-10T18:23:04Z","title":"MESA:Task-Adaptive Multi-Structure Evidence Selection for Long-Horizon Agent Memory","version":1},"reference_index":51,"source":"arxiv_source","source_observed_at":"2026-08-14T04:18:12.461942Z"},"links":{"citing_paper":"/paper/2608.10108"},"observation_digest":"sha256:c4cc67f38c9bbb823fda0f9b01280b575f7756bb8653445e03e93cfb5dd41bf3","observation_id":"1bfee5bf-f8e6-4795-b412-3941da6f58b3","resolution":{"observed_at":"2026-08-14T04:18:16.402126Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+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":"2026-08-14T04:18:12.484995Z","title":"2026 , publisher=","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2608.10108","last_updated":"2026-08-10T18:23:04Z","snapshot_observed_at":"2026-08-21T17:55:42.522734Z","submitted_at":"2026-08-10T18:23:04Z","title":"MESA:Task-Adaptive Multi-Structure Evidence Selection for Long-Horizon Agent Memory","version":1},"reference_index":52,"source":"arxiv_source","source_observed_at":"2026-08-14T04:18:12.484995Z"},"links":{"citing_paper":"/paper/2608.10108"},"observation_digest":"sha256:10aaa441345652b371b84cebaf99f2e6861ec84463c4b5ea078e0a53c08ce5d9","observation_id":"81d317a4-1e3c-403a-becb-14175fe0a642","resolution":{"observed_at":"2026-08-14T04:18:12.484995Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2504.15965","last_updated":"2025-04-23T13:47:27Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2025-04-22T15:05:04Z","title":"From Human Memory to AI Memory: A Survey on Memory Mechanisms in the Era of LLMs","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2504.15965","snapshot_observed_at":"2026-08-14T04:18:12.506448Z","title":"arXiv preprint arXiv:2504.15965 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.10108","last_updated":"2026-08-10T18:23:04Z","snapshot_observed_at":"2026-08-21T17:55:42.522734Z","submitted_at":"2026-08-10T18:23:04Z","title":"MESA:Task-Adaptive Multi-Structure Evidence Selection for Long-Horizon Agent Memory","version":1},"reference_index":53,"source":"arxiv_source","source_observed_at":"2026-08-14T04:18:12.506448Z"},"links":{"cited_paper":"/paper/2504.15965","citing_paper":"/paper/2608.10108"},"observation_digest":"sha256:9dff9794e147a8e5baeefe3a5a6318698323601e0b955436f2a5dd24b971bce4","observation_id":"3989c8f0-3cea-434c-a8f7-9df67a98e649","resolution":{"observed_at":"2026-08-14T04:18:12.506448Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2502.14802","last_updated":"2025-06-19T21:34:45Z","snapshot_observed_at":"2026-08-16T14:13:54.817924Z","submitted_at":"2025-02-20T18:26:02Z","title":"From RAG to Memory: Non-Parametric Continual Learning for Large Language Models","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2502.14802","snapshot_observed_at":"2026-08-14T04:18:12.524823Z","title":"arXiv preprint arXiv:2502.14802 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.10108","last_updated":"2026-08-10T18:23:04Z","snapshot_observed_at":"2026-08-21T17:55:42.522734Z","submitted_at":"2026-08-10T18:23:04Z","title":"MESA:Task-Adaptive Multi-Structure Evidence Selection for Long-Horizon Agent Memory","version":1},"reference_index":54,"source":"arxiv_source","source_observed_at":"2026-08-14T04:18:12.524823Z"},"links":{"cited_paper":"/paper/2502.14802","citing_paper":"/paper/2608.10108"},"observation_digest":"sha256:3c03f9770b903257b86150ed2fde4cddf8d515bd55e2891c7bb1c6cd28247479","observation_id":"8ce6e900-0d00-426e-838b-ab35539aed87","resolution":{"observed_at":"2026-08-14T04:18:12.524823Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2608.10108","last_updated":"2026-08-10T18:23:04Z","latest_version":1,"primary_category":"cs.AI","snapshot_observed_at":"2026-08-21T17:55:42.522734Z","submitted_at":"2026-08-10T18:23:04Z","title":"MESA:Task-Adaptive Multi-Structure Evidence Selection for Long-Horizon Agent Memory"},"reference_resolution":{"displayed":54,"state_counts":{"malformed_identifier":0,"metadata_mismatch":4,"parse_uncertain":0,"unresolved":38,"verified_exact":0,"verified_fuzzy":12},"total_outbound_references":54},"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":"2026-08-21T06:32:19.484+00:00","source":"crossref"},{"observed_at":"2026-08-21T06:32:16.066871+00:00","source":"retraction_watch"}],"thesis":"As of 21 August 2026, this Paper Citation Record lists 54 of 54 outbound references and 0 inbound Pith citation observations for arXiv:2608.10108."}