{"as_of":"2026-08-05T07:04:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:ee54f287a323abb5269cb983888fb6efef606d9d5f98fd4d44c587658b123464","coverage":[{"denominator":67,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":67,"source":"paper_references, paper_reference_links","source_observed_at":"2026-05-08T10:15:31.220844Z","state":"measured"},{"denominator":77,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":77,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-05T06:32:48.257954+00:00","state":"measured"},{"denominator":10,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":10,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-04T13:44:06.301342Z","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":"2026-07-03T18:58:50.765004Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2605.06527","last_updated":"2026-05-07T16:31:15Z","snapshot_observed_at":"2026-07-06T23:19:00.794334Z","submitted_at":"2026-05-07T16:31:15Z","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?","version":1},"cited_work":{"arxiv_id":"2605.06527","doi":null,"metadata_source":"pith","pith_arxiv_id":"2605.06527","snapshot_observed_at":"2026-07-03T18:58:50.765004Z","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?","venue":"cs.CL","work_id":"1fc9f80a-815d-4cc9-9a4d-141b431c7406","year":2026},"citing_paper":{"arxiv_id":"2606.06240","last_updated":"2026-06-04T14:46:52Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2026-06-04T14:46:52Z","title":"TOKI: A Bitemporal Operator Algebra for Contradiction Resolution in LLM-Agent Persistent Memory","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-06-27T23:01:39.067515Z"},"links":{"cited_paper":"/paper/2605.06527","citing_paper":"/paper/2606.06240"},"observation_digest":"sha256:f8b8451e4241f1d588b087afeb731e45c0aaf847fe2212f91621c76eb3d55b8f","observation_id":"fec44d9d-73bd-401e-a5ea-4f8647f4ae7c","resolution":{"observed_at":"2026-07-02T16:07:08.856978Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2605.06527","last_updated":"2026-05-07T16:31:15Z","snapshot_observed_at":"2026-07-06T23:19:00.794334Z","submitted_at":"2026-05-07T16:31:15Z","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?","version":1},"cited_work":{"arxiv_id":"2605.06527","doi":null,"metadata_source":"pith","pith_arxiv_id":"2605.06527","snapshot_observed_at":"2026-07-03T18:58:50.765004Z","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?","venue":"cs.CL","work_id":"1fc9f80a-815d-4cc9-9a4d-141b431c7406","year":2026},"citing_paper":{"arxiv_id":"2606.10616","last_updated":"2026-06-29T08:38:19Z","snapshot_observed_at":"2026-07-06T23:49:47.137691Z","submitted_at":"2026-06-09T09:15:33Z","title":"Learning What to Remember: Observability-Safe Memory Retention via Constrained Optimization for Long-Horizon Language Agents","version":5},"reference_index":30,"source":"arxiv_source","source_observed_at":"2026-06-27T13:34:59.252880Z"},"links":{"cited_paper":"/paper/2605.06527","citing_paper":"/paper/2606.10616"},"observation_digest":"sha256:fd2e0c6feddccf475c1a79377c5f6121b03adc88060e21fde964c12414865507","observation_id":"e88f8c24-4d91-40a2-ac78-d18aa035931f","resolution":{"observed_at":"2026-07-03T04:47:38.775159Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2605.06527","last_updated":"2026-05-07T16:31:15Z","snapshot_observed_at":"2026-07-06T23:19:00.794334Z","submitted_at":"2026-05-07T16:31:15Z","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?","version":1},"cited_work":{"arxiv_id":"2605.06527","doi":null,"metadata_source":"pith","pith_arxiv_id":"2605.06527","snapshot_observed_at":"2026-07-03T18:58:50.765004Z","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?","venue":"cs.CL","work_id":"1fc9f80a-815d-4cc9-9a4d-141b431c7406","year":2026},"citing_paper":{"arxiv_id":"2606.17328","last_updated":"2026-06-15T22:21:23Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2026-06-15T22:21:23Z","title":"MemTrace: Probing What Final Accuracy Misses in Long-Term Memory","version":1},"reference_index":32,"source":"arxiv_source","source_observed_at":"2026-06-27T03:13:52.804489Z"},"links":{"cited_paper":"/paper/2605.06527","citing_paper":"/paper/2606.17328"},"observation_digest":"sha256:5e737404919c99c1c3986168b9da5b1975c485f2af61ece01d71fd06ca4d735c","observation_id":"0fe782ce-4dc2-4a63-b606-702b20e0976f","resolution":{"observed_at":"2026-07-03T18:18:49.789163Z","resolver_source":"local_arxiv","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2605.06527","last_updated":"2026-05-07T16:31:15Z","snapshot_observed_at":"2026-07-06T23:19:00.794334Z","submitted_at":"2026-05-07T16:31:15Z","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?","version":1},"cited_work":{"arxiv_id":"2605.06527","doi":null,"metadata_source":"pith","pith_arxiv_id":"2605.06527","snapshot_observed_at":"2026-07-03T18:58:50.765004Z","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?","venue":"cs.CL","work_id":"1fc9f80a-815d-4cc9-9a4d-141b431c7406","year":2026},"citing_paper":{"arxiv_id":"2606.30306","last_updated":"2026-06-29T13:47:42Z","snapshot_observed_at":"2026-08-03T21:13:43.609810Z","submitted_at":"2026-06-29T13:47:42Z","title":"Always-OnAgents:A Survey of Persistent Memory, State, and Governance in LLMAgents","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-06-30T03:44:51.320606Z"},"links":{"cited_paper":"/paper/2605.06527","citing_paper":"/paper/2606.30306"},"observation_digest":"sha256:78c12697fcd4302d8d30f20de77c9807dfe68695d3ecb4fb1a470a9d4b74ed84","observation_id":"e8c976f8-0bd0-4e53-a01c-2ca9110776eb","resolution":{"observed_at":"2026-07-01T15:15:48.341793Z","resolver_source":"local_arxiv","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2605.06527","last_updated":"2026-05-07T16:31:15Z","snapshot_observed_at":"2026-07-06T23:19:00.794334Z","submitted_at":"2026-05-07T16:31:15Z","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?","version":1},"cited_work":{"arxiv_id":"2605.06527","doi":null,"metadata_source":"pith","pith_arxiv_id":"2605.06527","snapshot_observed_at":"2026-07-03T18:58:50.765004Z","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?","venue":"cs.CL","work_id":"1fc9f80a-815d-4cc9-9a4d-141b431c7406","year":2026},"citing_paper":{"arxiv_id":"2607.01071","last_updated":"2026-07-02T15:40:30Z","snapshot_observed_at":"2026-07-07T00:06:39.908636Z","submitted_at":"2026-07-01T15:30:33Z","title":"MemSyco-Bench: Benchmarking Sycophancy in Agent Memory","version":1},"reference_index":37,"source":"arxiv_source","source_observed_at":"2026-07-02T06:29:32.975530Z"},"links":{"cited_paper":"/paper/2605.06527","citing_paper":"/paper/2607.01071"},"observation_digest":"sha256:c0ed0571a8f6ad7ee0f618b120672bb3aff2a67a956ebca02f681139b4761bf9","observation_id":"c2659916-e105-439c-9dec-896c866452d5","resolution":{"observed_at":"2026-07-02T06:36:43.305988Z","resolver_source":"local_arxiv","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2605.06527","last_updated":"2026-05-07T16:31:15Z","snapshot_observed_at":"2026-07-06T23:19:00.794334Z","submitted_at":"2026-05-07T16:31:15Z","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?","version":1},"cited_work":{"arxiv_id":"2605.06527","doi":null,"metadata_source":"pith","pith_arxiv_id":"2605.06527","snapshot_observed_at":"2026-07-03T18:58:50.765004Z","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?","venue":"cs.CL","work_id":"1fc9f80a-815d-4cc9-9a4d-141b431c7406","year":2026},"citing_paper":{"arxiv_id":"2607.01071","last_updated":"2026-07-02T15:40:30Z","snapshot_observed_at":"2026-07-07T00:06:39.908636Z","submitted_at":"2026-07-01T15:30:33Z","title":"MemSyco-Bench: Benchmarking Sycophancy in Agent Memory","version":2},"reference_index":37,"source":"arxiv_source","source_observed_at":"2026-07-03T18:50:02.455542Z"},"links":{"cited_paper":"/paper/2605.06527","citing_paper":"/paper/2607.01071"},"observation_digest":"sha256:80dc835a790f66cfceb59740d24f4309f3595ddd9355f535360a1d827d980956","observation_id":"ed59fb83-34b4-40ba-a08a-acebe2d53950","resolution":{"observed_at":"2026-07-03T18:58:50.766602Z","resolver_source":"local_arxiv","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2605.06527","last_updated":"2026-05-07T16:31:15Z","snapshot_observed_at":"2026-07-06T23:19:00.794334Z","submitted_at":"2026-05-07T16:31:15Z","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2605.06527","snapshot_observed_at":"2026-07-12T06:39:21.435864Z","title":"arXiv preprint arXiv:2605.06527 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.02846","last_updated":"2026-07-03T00:49:45Z","snapshot_observed_at":"2026-07-12T06:39:18.607161Z","submitted_at":"2026-07-03T00:49:45Z","title":"Object-Centric Environment Modeling for Agentic Tasks","version":1},"reference_index":8,"source":"arxiv_source","source_observed_at":"2026-07-12T06:39:21.435864Z"},"links":{"cited_paper":"/paper/2605.06527","citing_paper":"/paper/2607.02846"},"observation_digest":"sha256:e0580f6863bde2d2938d1a208069bc31bc710ca060635066fdc069a28ca55172","observation_id":"5e4d7eaf-f5ac-4bb1-98a8-fef7e348f279","resolution":{"observed_at":"2026-07-12T06:39:21.435864Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2605.06527","last_updated":"2026-05-07T16:31:15Z","snapshot_observed_at":"2026-07-06T23:19:00.794334Z","submitted_at":"2026-05-07T16:31:15Z","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2605.06527","snapshot_observed_at":"2026-08-01T13:52:28.573373Z","title":"STALE: Can LLM agents know when their memories are no longer valid?arXiv preprint arXiv:2605.06527, 2026","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2607.18975","last_updated":"2026-07-21T11:10:38Z","snapshot_observed_at":"2026-08-03T23:13:01.847101Z","submitted_at":"2026-07-21T11:10:38Z","title":"Mi-Memory: A Lifecycle Memory Framework for Personal AI","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-01T13:52:28.573373Z"},"links":{"cited_paper":"/paper/2605.06527","citing_paper":"/paper/2607.18975"},"observation_digest":"sha256:5233878c67cf89a088d866a92834e38a1f80a5900504e9ca6263955d31a56107","observation_id":"82bf9fc3-ee00-4700-a37b-b25ddcc47a74","resolution":{"observed_at":"2026-08-01T13:52:28.573373Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2605.06527","last_updated":"2026-05-07T16:31:15Z","snapshot_observed_at":"2026-07-06T23:19:00.794334Z","submitted_at":"2026-05-07T16:31:15Z","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2605.06527","snapshot_observed_at":"2026-08-03T00:25:08.519326Z","title":"arXiv preprint arXiv:2605.06527 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.28802","last_updated":"2026-07-30T19:55:14Z","snapshot_observed_at":"2026-08-05T06:14:19.230860Z","submitted_at":"2026-07-30T19:55:14Z","title":"Model or Harness? An Interaction-Centric Taxonomy for Localizing Agent Failures","version":1},"reference_index":28,"source":"arxiv_source","source_observed_at":"2026-08-03T00:25:08.519326Z"},"links":{"cited_paper":"/paper/2605.06527","citing_paper":"/paper/2607.28802"},"observation_digest":"sha256:41495d48d2dfc4314c9a151025b139bf64e3d0a026f33f3749c1ef00b030c20c","observation_id":"214a1e75-1d8b-47cc-9668-1daef57ea7cb","resolution":{"observed_at":"2026-08-03T00:25:08.519326Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2605.06527","last_updated":"2026-05-07T16:31:15Z","snapshot_observed_at":"2026-07-06T23:19:00.794334Z","submitted_at":"2026-05-07T16:31:15Z","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2605.06527","snapshot_observed_at":"2026-08-04T13:44:06.301342Z","title":"arXiv preprint arXiv:2605.06527 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.02150","last_updated":"2026-08-04T03:00:55Z","snapshot_observed_at":"2026-08-05T06:42:03.053027Z","submitted_at":"2026-08-03T12:34:31Z","title":"PhyCheck: Fine-Grained Evidence-Grounded Dataset for Physical Law Understanding in Video-LLMs","version":1},"reference_index":177,"source":"arxiv_source","source_observed_at":"2026-08-04T13:44:06.301342Z"},"links":{"cited_paper":"/paper/2605.06527","citing_paper":"/paper/2608.02150"},"observation_digest":"sha256:346774a78c51d4c2f7a491035df38cf217383942c776d86a20a660b8213365ca","observation_id":"a5c88cb0-1258-49a1-877a-a303de869a87","resolution":{"observed_at":"2026-08-04T13:44:06.301342Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"links":{"evidence":"/evidence","html":"/paper/2605.06527/citation-record","integrity":"/paper/2605.06527/integrity","json":"/paper/2605.06527/citation-record.json","paper":"/paper/2605.06527"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Brachman and Hector J","venue":null,"work_id":"9c44120f-bfbf-4a05-8697-30ea2e9edbaf","year":2004},"citing_paper":{"arxiv_id":"2605.06527","last_updated":"2026-05-07T16:31:15Z","snapshot_observed_at":"2026-07-06T23:19:00.794334Z","submitted_at":"2026-05-07T16:31:15Z","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-05-08T10:15:31.220844Z"},"links":{"citing_paper":"/paper/2605.06527"},"observation_digest":"sha256:464e0f7b4b161eec6d006a63edd4fb89ba447a68713f6494fe0b29b991e14c14","observation_id":"1e475ce8-3c42-47d4-bb42-e7691e119b94","resolution":{"observed_at":"2026-05-26T15:22:36.015153Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Mem0: Building production-ready ai agents with scalable long-term memory","venue":null,"work_id":"b54adeca-f46a-46c2-bbb2-6138b234187e","year":2025},"citing_paper":{"arxiv_id":"2605.06527","last_updated":"2026-05-07T16:31:15Z","snapshot_observed_at":"2026-07-06T23:19:00.794334Z","submitted_at":"2026-05-07T16:31:15Z","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-05-08T10:15:31.220844Z"},"links":{"citing_paper":"/paper/2605.06527"},"observation_digest":"sha256:bdb6b2d73cb0353e7c2af959a96f0efdf999d7372cdf7e5a8a168269860a26bd","observation_id":"21e45a62-1fa1-446f-8076-9fe80bbce785","resolution":{"observed_at":"2026-05-26T15:22:35.910073Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"015b4cc6-02fa-4891-9954-b8fcd6f4e609","year":2025},"citing_paper":{"arxiv_id":"2605.06527","last_updated":"2026-05-07T16:31:15Z","snapshot_observed_at":"2026-07-06T23:19:00.794334Z","submitted_at":"2026-05-07T16:31:15Z","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-05-08T10:15:31.220844Z"},"links":{"citing_paper":"/paper/2605.06527"},"observation_digest":"sha256:fde7bfa4d6dcc29074b822c04c0b200b3cc004176834d1cf8559c2dfec51d75e","observation_id":"ab8ba430-f960-4bc8-bfad-b049e181af4b","resolution":{"observed_at":"2026-05-26T15:22:35.920665Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Lightmem: Lightweight and efficient memory-augmented generation","venue":null,"work_id":"7292bb92-ae40-4261-8a1c-b453e907e547","year":2026},"citing_paper":{"arxiv_id":"2605.06527","last_updated":"2026-05-07T16:31:15Z","snapshot_observed_at":"2026-07-06T23:19:00.794334Z","submitted_at":"2026-05-07T16:31:15Z","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-05-08T10:15:31.220844Z"},"links":{"citing_paper":"/paper/2605.06527"},"observation_digest":"sha256:a0ac3fe8ca2ead57bd4832c86c913809d04fb30c4bcc0383ded1bb9bc923a101","observation_id":"eb894bfb-70a5-435c-a28f-d38ed74d87ae","resolution":{"observed_at":"2026-05-26T15:22:35.945454Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Getting sick after seeing a doctor? diagnosing and mitigating knowledge conflicts in event temporal reasoning","venue":null,"work_id":"d8958e41-7e96-4b11-bda1-f12e6509548e","year":2024},"citing_paper":{"arxiv_id":"2605.06527","last_updated":"2026-05-07T16:31:15Z","snapshot_observed_at":"2026-07-06T23:19:00.794334Z","submitted_at":"2026-05-07T16:31:15Z","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-05-08T10:15:31.220844Z"},"links":{"citing_paper":"/paper/2605.06527"},"observation_digest":"sha256:85f49354a9c4f2cdd3c435fd677ee7d524b5a96debb0d500855c6ed3edff8d85","observation_id":"8aeec2f5-4f6f-4479-b972-c6e347c6f3f2","resolution":{"observed_at":"2026-05-26T15:22:35.934451Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-07-09T00:15:48.079280Z","title":"Retrieval-augmented generation for large language models: A survey","venue":null,"work_id":"037ef086-fe17-487c-96f9-7bc2967d02c4","year":2024},"citing_paper":{"arxiv_id":"2605.06527","last_updated":"2026-05-07T16:31:15Z","snapshot_observed_at":"2026-07-06T23:19:00.794334Z","submitted_at":"2026-05-07T16:31:15Z","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-05-08T10:15:31.220844Z"},"links":{"citing_paper":"/paper/2605.06527"},"observation_digest":"sha256:718bf8adc5ac4bb6f1e52f9b635a51248b84957943b093810eac00ca3bd90e5e","observation_id":"73681c93-def3-4ef9-b9a7-85e8498142af","resolution":{"observed_at":"2026-05-26T15:22:36.024134Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Gemini 3.1 Flash-lite, February 2026","venue":null,"work_id":"4305873b-d4f1-4326-8981-03c061ea69b8","year":2026},"citing_paper":{"arxiv_id":"2605.06527","last_updated":"2026-05-07T16:31:15Z","snapshot_observed_at":"2026-07-06T23:19:00.794334Z","submitted_at":"2026-05-07T16:31:15Z","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-05-08T10:15:31.220844Z"},"links":{"citing_paper":"/paper/2605.06527"},"observation_digest":"sha256:eac531184b90f30f4d4f96e0ffaeeb2f11cfea2d016ef3f0334249c25922f7ef","observation_id":"2d6c77d3-75d2-403d-a40b-c335784230a1","resolution":{"observed_at":"2026-05-26T15:22:36.011927Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Gemini 3.1 Pro, February 2026","venue":null,"work_id":"809444ae-1f30-43d6-8400-f05d0b8a7c19","year":2026},"citing_paper":{"arxiv_id":"2605.06527","last_updated":"2026-05-07T16:31:15Z","snapshot_observed_at":"2026-07-06T23:19:00.794334Z","submitted_at":"2026-05-07T16:31:15Z","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-05-08T10:15:31.220844Z"},"links":{"citing_paper":"/paper/2605.06527"},"observation_digest":"sha256:0fca304678fd82db6da6ef44796683b4ad0ddb9d88f7a702080fbbc36e050ba7","observation_id":"2988d919-11de-4703-b707-231b6be7545a","resolution":{"observed_at":"2026-05-26T15:22:36.001255Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"From RAG to memory: Non-parametric continual learning for large language models","venue":null,"work_id":"8ac109d0-3bc2-42c1-895d-18f5ac7c089c","year":2025},"citing_paper":{"arxiv_id":"2605.06527","last_updated":"2026-05-07T16:31:15Z","snapshot_observed_at":"2026-07-06T23:19:00.794334Z","submitted_at":"2026-05-07T16:31:15Z","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-05-08T10:15:31.220844Z"},"links":{"citing_paper":"/paper/2605.06527"},"observation_digest":"sha256:b62f14b1772697f0893878420a48c6712b0023c166508a16d3e7a11dd878a178","observation_id":"62dfc74f-bee5-4f37-991f-5f3e085af9c1","resolution":{"observed_at":"2026-05-26T15:22:35.997919Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Evaluating memory in llm agents via incremental multi-turn interactions","venue":null,"work_id":"3f5a42dc-87d6-4a3b-ab4c-492292cba69a","year":2026},"citing_paper":{"arxiv_id":"2605.06527","last_updated":"2026-05-07T16:31:15Z","snapshot_observed_at":"2026-07-06T23:19:00.794334Z","submitted_at":"2026-05-07T16:31:15Z","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-05-08T10:15:31.220844Z"},"links":{"citing_paper":"/paper/2605.06527"},"observation_digest":"sha256:203cf60bf0a6219a2279734660dbe4ee0570897abbfdee6ae80da6adc57e0ebb","observation_id":"58684432-6a7c-4783-99f3-536fa0697a87","resolution":{"observed_at":"2026-05-26T15:22:36.005103Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Memory in the age of ai agents","venue":null,"work_id":"c9e4a795-d0ce-4070-8fc2-d6e04bd9a774","year":2026},"citing_paper":{"arxiv_id":"2605.06527","last_updated":"2026-05-07T16:31:15Z","snapshot_observed_at":"2026-07-06T23:19:00.794334Z","submitted_at":"2026-05-07T16:31:15Z","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-05-08T10:15:31.220844Z"},"links":{"citing_paper":"/paper/2605.06527"},"observation_digest":"sha256:deabd79105bcee53bb444403b74bf14867fea85a5367158dbc36581518b68325","observation_id":"380693dc-e224-494e-98df-453787e1a182","resolution":{"observed_at":"2026-05-26T15:22:36.008567Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"dafe8e68-089f-4e87-b111-cd322f85afa5","year":2026},"citing_paper":{"arxiv_id":"2605.06527","last_updated":"2026-05-07T16:31:15Z","snapshot_observed_at":"2026-07-06T23:19:00.794334Z","submitted_at":"2026-05-07T16:31:15Z","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-05-08T10:15:31.220844Z"},"links":{"citing_paper":"/paper/2605.06527"},"observation_digest":"sha256:b25e1bef8a60858c123c2ba2d1773eed28e2622a36c98de8e5669d0b805eb683","observation_id":"f692e398-8b59-4f80-9fbc-ae7a4c7f007c","resolution":{"observed_at":"2026-05-26T15:22:36.017854Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Licomemory: Lightweight and cognitive agentic memory for efficient long-term reasoning","venue":null,"work_id":"ab1aa267-7b6a-46a7-a07a-c60e17857168","year":2026},"citing_paper":{"arxiv_id":"2605.06527","last_updated":"2026-05-07T16:31:15Z","snapshot_observed_at":"2026-07-06T23:19:00.794334Z","submitted_at":"2026-05-07T16:31:15Z","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-05-08T10:15:31.220844Z"},"links":{"citing_paper":"/paper/2605.06527"},"observation_digest":"sha256:19e07c7b2419aa42c2276b177259541fa9c29311538ca3916580689c61771b39","observation_id":"b44e2f0c-885e-40c7-959a-ebebfd93c62c","resolution":{"observed_at":"2026-05-26T15:22:35.975629Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Taylor, and Dan Roth","venue":null,"work_id":"2d0fb9b0-314e-4ec6-bf8f-e5ccb576b835","year":2025},"citing_paper":{"arxiv_id":"2605.06527","last_updated":"2026-05-07T16:31:15Z","snapshot_observed_at":"2026-07-06T23:19:00.794334Z","submitted_at":"2026-05-07T16:31:15Z","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-05-08T10:15:31.220844Z"},"links":{"citing_paper":"/paper/2605.06527"},"observation_digest":"sha256:c47104039a3e38b8cac47821054e2a993773ce7aa1d8501b3ac9b36bdb8e7879","observation_id":"9df63a2e-a689-44a7-94e8-d6ed33c6cb02","resolution":{"observed_at":"2026-05-26T15:22:35.988637Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Personamem-v2: Towards personalized intelligence via learning implicit user personas and agentic memory","venue":null,"work_id":"9dd14462-123d-4169-b751-ae9b753f1296","year":2025},"citing_paper":{"arxiv_id":"2605.06527","last_updated":"2026-05-07T16:31:15Z","snapshot_observed_at":"2026-07-06T23:19:00.794334Z","submitted_at":"2026-05-07T16:31:15Z","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-05-08T10:15:31.220844Z"},"links":{"citing_paper":"/paper/2605.06527"},"observation_digest":"sha256:88ba991cf94c3b65c9037cda9a257cc3cf18c79ac5d3c1f35e1c18d3ece9b27d","observation_id":"c71d677a-a97a-491d-9e8f-3716b14ae16c","resolution":{"observed_at":"2026-05-26T15:22:35.965568Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Memory-QA: Answering recall questions based on multi- modal memories","venue":null,"work_id":"f7f847a2-83f1-49ad-b28d-6342fe006a1e","year":2025},"citing_paper":{"arxiv_id":"2605.06527","last_updated":"2026-05-07T16:31:15Z","snapshot_observed_at":"2026-07-06T23:19:00.794334Z","submitted_at":"2026-05-07T16:31:15Z","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-05-08T10:15:31.220844Z"},"links":{"citing_paper":"/paper/2605.06527"},"observation_digest":"sha256:4bf5aa0a01c7fba471ac813f3f55d62b3fb86a6529e1bd1eb32497c5eaf8e978","observation_id":"5ff44069-2b3c-4008-996f-77236225b757","resolution":{"observed_at":"2026-05-26T15:22:35.969187Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Amemgym: Interactive memory benchmarking for assistants in long-horizon conversations","venue":null,"work_id":"1eb798f2-5d6b-4b7b-b1d2-8bf21e39f381","year":2026},"citing_paper":{"arxiv_id":"2605.06527","last_updated":"2026-05-07T16:31:15Z","snapshot_observed_at":"2026-07-06T23:19:00.794334Z","submitted_at":"2026-05-07T16:31:15Z","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-05-08T10:15:31.220844Z"},"links":{"citing_paper":"/paper/2605.06527"},"observation_digest":"sha256:0d45ac24f8a21f34e6cc0830b226a26cb4391ec0063dfce3e07062a3956dd93e","observation_id":"c9e86e52-1ba7-440d-8c48-08d7b34046b8","resolution":{"observed_at":"2026-05-26T15:22:35.962203Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-07-08T16:25:10.255025Z","title":"Littman, and Anthony R","venue":null,"work_id":"f1f432ca-2afb-4700-8f7a-7b0846a4cb14","year":1998},"citing_paper":{"arxiv_id":"2605.06527","last_updated":"2026-05-07T16:31:15Z","snapshot_observed_at":"2026-07-06T23:19:00.794334Z","submitted_at":"2026-05-07T16:31:15Z","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-05-08T10:15:31.220844Z"},"links":{"citing_paper":"/paper/2605.06527"},"observation_digest":"sha256:e65384210dbeea3ae0a4da23c281402ea9095dd8889c02181fe1f337cb0c4baf","observation_id":"f0d75383-c8ff-4eb9-9922-115c419036eb","resolution":{"observed_at":"2026-05-26T15:22:35.978585Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Efficient memory management for large language model serving with pagedattention","venue":null,"work_id":"994ee6cb-f0fc-4d51-88aa-94fc06f110b4","year":2023},"citing_paper":{"arxiv_id":"2605.06527","last_updated":"2026-05-07T16:31:15Z","snapshot_observed_at":"2026-07-06T23:19:00.794334Z","submitted_at":"2026-05-07T16:31:15Z","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-05-08T10:15:31.220844Z"},"links":{"citing_paper":"/paper/2605.06527"},"observation_digest":"sha256:d22df3545a5e2992ef3fae8ee28e52b9d78519cc43bc92ba03537e95407de54b","observation_id":"c38b78d8-a31f-41fe-9760-31c7fb0d6efc","resolution":{"observed_at":"2026-05-26T15:22:35.952148Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Retrieval-augmented generation for knowledge-intensive nlp tasks","venue":null,"work_id":"6dda735a-fa38-4578-b198-e52f3c17ddcc","year":2020},"citing_paper":{"arxiv_id":"2605.06527","last_updated":"2026-05-07T16:31:15Z","snapshot_observed_at":"2026-07-06T23:19:00.794334Z","submitted_at":"2026-05-07T16:31:15Z","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-05-08T10:15:31.220844Z"},"links":{"citing_paper":"/paper/2605.06527"},"observation_digest":"sha256:d8c0599865b4e1871f44476947f1e93393450ca670f2b230ce1013cdc0d29693","observation_id":"74035fbd-c3a8-45cc-993c-c1ac2ea041b1","resolution":{"observed_at":"2026-05-26T15:22:35.982633Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Toward multi- session personalized conversation: A large-scale dataset and hierarchical tree framework for implicit reasoning","venue":null,"work_id":"152cab89-49fb-417f-912d-8a68178a2edb","year":2025},"citing_paper":{"arxiv_id":"2605.06527","last_updated":"2026-05-07T16:31:15Z","snapshot_observed_at":"2026-07-06T23:19:00.794334Z","submitted_at":"2026-05-07T16:31:15Z","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-05-08T10:15:31.220844Z"},"links":{"citing_paper":"/paper/2605.06527"},"observation_digest":"sha256:c9763fec5be4409961b120552c04ef26d0fe4d0f3fc3777e0b320b4295541b52","observation_id":"de462d88-99b1-4899-9f42-3d8217f66add","resolution":{"observed_at":"2026-05-26T15:22:35.985574Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Liu, Kevin Lin, John Hewitt, Ashwin Paranjape, Michele Bevilacqua, Fabio Petroni, and Percy Liang","venue":null,"work_id":"e4a42c38-cefa-4e08-b2d7-61a582033486","year":2024},"citing_paper":{"arxiv_id":"2605.06527","last_updated":"2026-05-07T16:31:15Z","snapshot_observed_at":"2026-07-06T23:19:00.794334Z","submitted_at":"2026-05-07T16:31:15Z","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-05-08T10:15:31.220844Z"},"links":{"citing_paper":"/paper/2605.06527"},"observation_digest":"sha256:78906ec511a2dd1d90a9257b429088407a61e3ebe528b9402fb47c1d015cfa56","observation_id":"5a5e2013-5f39-4fdd-b692-2a7141508277","resolution":{"observed_at":"2026-05-26T15:22:35.949037Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Evaluating very long-term conversational memory of LLM agents","venue":null,"work_id":"867b7adc-929c-479f-9dfe-1693e8e2c9b2","year":2024},"citing_paper":{"arxiv_id":"2605.06527","last_updated":"2026-05-07T16:31:15Z","snapshot_observed_at":"2026-07-06T23:19:00.794334Z","submitted_at":"2026-05-07T16:31:15Z","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-05-08T10:15:31.220844Z"},"links":{"citing_paper":"/paper/2605.06527"},"observation_digest":"sha256:88ac69032ca69a919475c7717b9904633c7662e8eb8eb3aba7543081cf04bd14","observation_id":"4c2e8c13-c306-4baf-91e7-577312d15a1c","resolution":{"observed_at":"2026-05-26T15:22:35.955557Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Llama 3.3","venue":null,"work_id":"03aa2627-edcd-450a-b039-7a62dcfe7c08","year":2024},"citing_paper":{"arxiv_id":"2605.06527","last_updated":"2026-05-07T16:31:15Z","snapshot_observed_at":"2026-07-06T23:19:00.794334Z","submitted_at":"2026-05-07T16:31:15Z","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-05-08T10:15:31.220844Z"},"links":{"citing_paper":"/paper/2605.06527"},"observation_digest":"sha256:27050d72d7ca36be9bb37bb3e085b456f17812a73fa6daef1a4499a6da43f7a3","observation_id":"59f379f5-01f5-4676-95c2-46a86212603f","resolution":{"observed_at":"2026-05-26T15:22:35.958768Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"MiniMax M2.5","venue":null,"work_id":"c5223bf7-5286-47fe-b612-214cf43fe721","year":2026},"citing_paper":{"arxiv_id":"2605.06527","last_updated":"2026-05-07T16:31:15Z","snapshot_observed_at":"2026-07-06T23:19:00.794334Z","submitted_at":"2026-05-07T16:31:15Z","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-05-08T10:15:31.220844Z"},"links":{"citing_paper":"/paper/2605.06527"},"observation_digest":"sha256:f83abd2be73dcc7abb88a1754b74a556fb5dbc2d42a19c384519d42d86f95993","observation_id":"dd1cf5c8-af3d-4a08-a8e9-2ed4ff8c0dbf","resolution":{"observed_at":"2026-05-26T15:22:35.972565Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"GPT-4o mini","venue":null,"work_id":"4f948685-950b-4650-8be9-f567b5543338","year":2024},"citing_paper":{"arxiv_id":"2605.06527","last_updated":"2026-05-07T16:31:15Z","snapshot_observed_at":"2026-07-06T23:19:00.794334Z","submitted_at":"2026-05-07T16:31:15Z","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-05-08T10:15:31.220844Z"},"links":{"citing_paper":"/paper/2605.06527"},"observation_digest":"sha256:55d9217c4817c96546d385934bd842eb424e182a8e6949fe39c2d1924e876912","observation_id":"e75ddc75-85e3-45be-b92b-b642f6f98c04","resolution":{"observed_at":"2026-05-26T15:22:35.991779Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"GPT-5.1 Chat","venue":null,"work_id":"f7609b4b-91bf-4c0f-ad61-c6e5ca64bade","year":2025},"citing_paper":{"arxiv_id":"2605.06527","last_updated":"2026-05-07T16:31:15Z","snapshot_observed_at":"2026-07-06T23:19:00.794334Z","submitted_at":"2026-05-07T16:31:15Z","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-05-08T10:15:31.220844Z"},"links":{"citing_paper":"/paper/2605.06527"},"observation_digest":"sha256:ba40765f514c49d84418683ab2f3f3a2a3a82237537ef7aa092f5db8de95b7db","observation_id":"649490b5-2185-4f91-968b-1350b542cc2f","resolution":{"observed_at":"2026-05-26T15:22:36.020932Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"GPT-5.2, December 2025","venue":null,"work_id":"8085680f-3938-4a93-b982-3e3f750cbd6b","year":2025},"citing_paper":{"arxiv_id":"2605.06527","last_updated":"2026-05-07T16:31:15Z","snapshot_observed_at":"2026-07-06T23:19:00.794334Z","submitted_at":"2026-05-07T16:31:15Z","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-05-08T10:15:31.220844Z"},"links":{"citing_paper":"/paper/2605.06527"},"observation_digest":"sha256:6599cdc8b3eeed451410aafdd661ceadff0ccc8272d694411665cb521475d6a0","observation_id":"773569a0-dc6c-40dd-9cfb-ebbd9d0d4896","resolution":{"observed_at":"2026-05-26T15:22:35.917437Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"GPT-5.4, March 2026","venue":null,"work_id":"c196c6a3-7774-4105-9a84-ff29ec17387f","year":2026},"citing_paper":{"arxiv_id":"2605.06527","last_updated":"2026-05-07T16:31:15Z","snapshot_observed_at":"2026-07-06T23:19:00.794334Z","submitted_at":"2026-05-07T16:31:15Z","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-05-08T10:15:31.220844Z"},"links":{"citing_paper":"/paper/2605.06527"},"observation_digest":"sha256:d8a874c27c277a61cf48c6d052c16c3c0e422c8db7ee258abc3625f1f23580b1","observation_id":"9ed007b0-721b-4975-b1f7-d032f447e3da","resolution":{"observed_at":"2026-05-26T15:22:35.838930Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"GPT-5.4 nano, March 2026","venue":null,"work_id":"ce6e272c-3870-46cd-8de2-5f48d7a5f069","year":2026},"citing_paper":{"arxiv_id":"2605.06527","last_updated":"2026-05-07T16:31:15Z","snapshot_observed_at":"2026-07-06T23:19:00.794334Z","submitted_at":"2026-05-07T16:31:15Z","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-05-08T10:15:31.220844Z"},"links":{"citing_paper":"/paper/2605.06527"},"observation_digest":"sha256:fcca9cf91d8a534dc01dac2e54a9fcc574c0381c47fa4d9ae024ce7a9610f538","observation_id":"c2699218-63a8-415a-906c-58121a7cd112","resolution":{"observed_at":"2026-05-26T15:22:36.046399Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-07-09T16:36:22.348766Z","title":"Patil, Ion Stoica, and Joseph E","venue":null,"work_id":"5ce2461d-b0e0-40e5-94bb-91601f4538de","year":2024},"citing_paper":{"arxiv_id":"2605.06527","last_updated":"2026-05-07T16:31:15Z","snapshot_observed_at":"2026-07-06T23:19:00.794334Z","submitted_at":"2026-05-07T16:31:15Z","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-05-08T10:15:31.220844Z"},"links":{"citing_paper":"/paper/2605.06527"},"observation_digest":"sha256:4e0c6fec4d7e616d6577510e36d2a57f29f304df3c4660aa43bca748587cb940","observation_id":"eed65af6-fce2-4928-a365-5d642516a3d4","resolution":{"observed_at":"2026-05-26T15:22:36.030836Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Who’s who: Large language models meet knowledge conflicts in practice","venue":null,"work_id":"81ceab82-dd49-4473-9529-81c6ef93d7fe","year":2024},"citing_paper":{"arxiv_id":"2605.06527","last_updated":"2026-05-07T16:31:15Z","snapshot_observed_at":"2026-07-06T23:19:00.794334Z","submitted_at":"2026-05-07T16:31:15Z","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-05-08T10:15:31.220844Z"},"links":{"citing_paper":"/paper/2605.06527"},"observation_digest":"sha256:8e2160d8f38a63ae47b76114068265f3ca05a5ffa8ff6d7e7f8d5d8bf3542bed","observation_id":"9377c1ee-e75e-499f-951c-bd3d425f1440","resolution":{"observed_at":"2026-05-26T15:22:35.905945Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-07-10T17:17:26.778855Z","title":"Qwen3.5: Towards native multimodal agents, February 2026","venue":null,"work_id":"5fbed0ab-3251-4174-88cf-edabd29a7641","year":2026},"citing_paper":{"arxiv_id":"2605.06527","last_updated":"2026-05-07T16:31:15Z","snapshot_observed_at":"2026-07-06T23:19:00.794334Z","submitted_at":"2026-05-07T16:31:15Z","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-05-08T10:15:31.220844Z"},"links":{"citing_paper":"/paper/2605.06527"},"observation_digest":"sha256:2fb4555ee4d7260406df09a295ae911f1ff5b978b216b18055400ad252771f2b","observation_id":"37784cf1-9b5d-4ebc-acd0-e92393ce64a6","resolution":{"observed_at":"2026-05-26T15:22:35.914084Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Rabiner and B","venue":null,"work_id":"3132f25e-732b-4d49-a5ed-7219fcbb0bef","year":1986},"citing_paper":{"arxiv_id":"2605.06527","last_updated":"2026-05-07T16:31:15Z","snapshot_observed_at":"2026-07-06T23:19:00.794334Z","submitted_at":"2026-05-07T16:31:15Z","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-05-08T10:15:31.220844Z"},"links":{"citing_paper":"/paper/2605.06527"},"observation_digest":"sha256:531c0f115a95aa513cd32607e10b435a30ad9fcd430b8c4dceb556710e557eb5","observation_id":"81479b3b-e719-423e-b9b9-63bfa2df3736","resolution":{"observed_at":"2026-05-26T15:22:35.923803Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+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":"2026-07-06T14:52:37.357244Z","title":"Zep: A temporal knowledge graph architecture for agent memory","venue":null,"work_id":"d3665e81-96b8-4336-a989-e8abd1543e97","year":2025},"citing_paper":{"arxiv_id":"2605.06527","last_updated":"2026-05-07T16:31:15Z","snapshot_observed_at":"2026-07-06T23:19:00.794334Z","submitted_at":"2026-05-07T16:31:15Z","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-05-08T10:15:31.220844Z"},"links":{"citing_paper":"/paper/2605.06527"},"observation_digest":"sha256:e60057389a043523576e7430cac91f131fe4185e11319651c7777d2b76ac7198","observation_id":"e7c7a464-39e6-4be0-9591-bc739e4e91aa","resolution":{"observed_at":"2026-05-26T15:22:35.937992Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Morehopqa: More than multi-hop reasoning","venue":null,"work_id":"6746fa6f-fb2c-4cf8-a407-e040bb7b46a9","year":2024},"citing_paper":{"arxiv_id":"2605.06527","last_updated":"2026-05-07T16:31:15Z","snapshot_observed_at":"2026-07-06T23:19:00.794334Z","submitted_at":"2026-05-07T16:31:15Z","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-05-08T10:15:31.220844Z"},"links":{"citing_paper":"/paper/2605.06527"},"observation_digest":"sha256:72eee20d0636d68cf8f950ebf45861fea1bd75d8acfebae924b263b0bac233e3","observation_id":"f0cf9bfe-99a6-4a95-9970-957712278d87","resolution":{"observed_at":"2026-05-26T15:22:35.871020Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"35339e29-a6c8-483f-97e2-0fc3e1994c0b","year":2024},"citing_paper":{"arxiv_id":"2605.06527","last_updated":"2026-05-07T16:31:15Z","snapshot_observed_at":"2026-07-06T23:19:00.794334Z","submitted_at":"2026-05-07T16:31:15Z","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-05-08T10:15:31.220844Z"},"links":{"citing_paper":"/paper/2605.06527"},"observation_digest":"sha256:9bdcfda0eb8efb80317d7572487a9f521abe2d03f6725238d20ce27bc66fd5c9","observation_id":"53bfcd0a-2608-4c0f-bc26-d8da5fe9ebb4","resolution":{"observed_at":"2026-05-26T15:22:35.880755Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Long- memeval: Benchmarking chat assistants on long-term interactive memory","venue":null,"work_id":"f33c5061-4bdc-434d-a7b1-0c7aec70926c","year":2025},"citing_paper":{"arxiv_id":"2605.06527","last_updated":"2026-05-07T16:31:15Z","snapshot_observed_at":"2026-07-06T23:19:00.794334Z","submitted_at":"2026-05-07T16:31:15Z","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-05-08T10:15:31.220844Z"},"links":{"citing_paper":"/paper/2605.06527"},"observation_digest":"sha256:cb70b4b53b861ba81c413dcb30ab887b220a0066b69e0586ed6ecaee188918b8","observation_id":"319f32aa-e55c-44af-87ac-e64f2e138402","resolution":{"observed_at":"2026-05-26T15:22:35.895168Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Knowme-bench: Benchmarking person understanding for lifelong digital companions","venue":null,"work_id":"512e0764-70db-43de-9dd6-15b8dc2c979b","year":2026},"citing_paper":{"arxiv_id":"2605.06527","last_updated":"2026-05-07T16:31:15Z","snapshot_observed_at":"2026-07-06T23:19:00.794334Z","submitted_at":"2026-05-07T16:31:15Z","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-05-08T10:15:31.220844Z"},"links":{"citing_paper":"/paper/2605.06527"},"observation_digest":"sha256:2260af6884f01e038a048ef681e0c71671cc06d12e23583b93968bf7adfd1977","observation_id":"fb1641b6-3114-4138-93d8-c33386bfdaf5","resolution":{"observed_at":"2026-05-26T15:22:35.941803Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Knowledge conflicts for LLMs: A survey","venue":null,"work_id":"5c596562-d834-490d-802f-cbd7eba99f37","year":2024},"citing_paper":{"arxiv_id":"2605.06527","last_updated":"2026-05-07T16:31:15Z","snapshot_observed_at":"2026-07-06T23:19:00.794334Z","submitted_at":"2026-05-07T16:31:15Z","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-05-08T10:15:31.220844Z"},"links":{"citing_paper":"/paper/2605.06527"},"observation_digest":"sha256:8a5661bb54368449ca67cceb893da936b62ef8e8b501b212146eeb478dee733b","observation_id":"702d494b-01a8-4779-9828-6b655df3c350","resolution":{"observed_at":"2026-05-26T15:22:35.861382Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"A-mem: Agentic memory for llm agents","venue":null,"work_id":"6bc4db3c-2245-4b11-bebb-57e8d25d1f94","year":2025},"citing_paper":{"arxiv_id":"2605.06527","last_updated":"2026-05-07T16:31:15Z","snapshot_observed_at":"2026-07-06T23:19:00.794334Z","submitted_at":"2026-05-07T16:31:15Z","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-05-08T10:15:31.220844Z"},"links":{"citing_paper":"/paper/2605.06527"},"observation_digest":"sha256:7fa4a0c9c44b2679dae6f3a20371a040d955b376dbb50b833e552d1b2c3011c7","observation_id":"9ad04085-c119-4efb-9063-65aeaf7a3435","resolution":{"observed_at":"2026-05-26T15:22:35.835803Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Pan, Hinrich Schütze, V olker Tresp, and Yunpu Ma","venue":null,"work_id":"96c6d8c1-dd5b-4a61-940c-f7240799d42b","year":2026},"citing_paper":{"arxiv_id":"2605.06527","last_updated":"2026-05-07T16:31:15Z","snapshot_observed_at":"2026-07-06T23:19:00.794334Z","submitted_at":"2026-05-07T16:31:15Z","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?","version":1},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-05-08T10:15:31.220844Z"},"links":{"citing_paper":"/paper/2605.06527"},"observation_digest":"sha256:0ceb078524d18bdbb0abc418a560425f8bc9396ed7be43f5cd1afa60676352ec","observation_id":"0d446058-7ea8-4e8e-b4ae-7f50648cdfcd","resolution":{"observed_at":"2026-05-26T15:22:35.832413Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Crag - comprehensive rag benchmark","venue":null,"work_id":"5c6d47aa-72c0-4405-8531-37d2b62193a5","year":2024},"citing_paper":{"arxiv_id":"2605.06527","last_updated":"2026-05-07T16:31:15Z","snapshot_observed_at":"2026-07-06T23:19:00.794334Z","submitted_at":"2026-05-07T16:31:15Z","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?","version":1},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-05-08T10:15:31.220844Z"},"links":{"citing_paper":"/paper/2605.06527"},"observation_digest":"sha256:bbfceb8a99c555e8991de06b6bad9dae9641adabeb6395876f2b626146913da8","observation_id":"d474498a-d6c2-4036-a809-d77d5786556a","resolution":{"observed_at":"2026-05-26T15:22:35.842442Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"89165ea8-4858-4473-8099-a68dd612aa6d","year":2018},"citing_paper":{"arxiv_id":"2605.06527","last_updated":"2026-05-07T16:31:15Z","snapshot_observed_at":"2026-07-06T23:19:00.794334Z","submitted_at":"2026-05-07T16:31:15Z","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?","version":1},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-05-08T10:15:31.220844Z"},"links":{"citing_paper":"/paper/2605.06527"},"observation_digest":"sha256:12f82414aad467053e3950afcf2c1ac05883ffec603e687ed65c32655c06fc79","observation_id":"45872211-9e33-44b9-b2f1-3e945b68cf17","resolution":{"observed_at":"2026-05-26T15:22:36.043266Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Memsearcher: Training llms to reason, search and manage memory via end-to-end reinforcement learning","venue":null,"work_id":"174d6758-4c55-4a26-a289-5da64e25fd0d","year":2025},"citing_paper":{"arxiv_id":"2605.06527","last_updated":"2026-05-07T16:31:15Z","snapshot_observed_at":"2026-07-06T23:19:00.794334Z","submitted_at":"2026-05-07T16:31:15Z","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?","version":1},"reference_index":45,"source":"pdf_text","source_observed_at":"2026-05-08T10:15:31.220844Z"},"links":{"citing_paper":"/paper/2605.06527"},"observation_digest":"sha256:3cc0a443f3949852feab82b9ddee56e293533af15059dcdaf544dd68656d0edf","observation_id":"283e1142-7fa6-4736-9327-1fb9edd96081","resolution":{"observed_at":"2026-05-26T15:22:35.927099Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Assomem: Scalable memory qa with multi-signal associative retrieval","venue":null,"work_id":"9ddf5e78-35d0-46e4-a44d-eba79f2d1daf","year":2025},"citing_paper":{"arxiv_id":"2605.06527","last_updated":"2026-05-07T16:31:15Z","snapshot_observed_at":"2026-07-06T23:19:00.794334Z","submitted_at":"2026-05-07T16:31:15Z","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?","version":1},"reference_index":46,"source":"pdf_text","source_observed_at":"2026-05-08T10:15:31.220844Z"},"links":{"citing_paper":"/paper/2605.06527"},"observation_digest":"sha256:6de9a4ea876bfb0cf3e90314be9f54e19ece4dc7ed6b41b8333654b27bbb7fd2","observation_id":"103bf312-02ed-4ae5-9758-497d18c6a1f6","resolution":{"observed_at":"2026-05-26T15:22:36.049599Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Slice of Life","venue":null,"work_id":"c2313c00-5729-440e-9692-b02624fe0343","year":2024},"citing_paper":{"arxiv_id":"2605.06527","last_updated":"2026-05-07T16:31:15Z","snapshot_observed_at":"2026-07-06T23:19:00.794334Z","submitted_at":"2026-05-07T16:31:15Z","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?","version":1},"reference_index":47,"source":"pdf_text","source_observed_at":"2026-05-08T10:15:31.220844Z"},"links":{"citing_paper":"/paper/2605.06527"},"observation_digest":"sha256:1676d0ce88651abc4b5d1972fbe31aa2efba86ba4584b6a0f2df4229eedc3f60","observation_id":"0fcebd65-e000-40c0-9f5f-66b74f24bedd","resolution":{"observed_at":"2026-05-26T15:22:36.052735Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"2917a77d-035b-4f4b-870d-e0a4007c9b3e","year":null},"citing_paper":{"arxiv_id":"2605.06527","last_updated":"2026-05-07T16:31:15Z","snapshot_observed_at":"2026-07-06T23:19:00.794334Z","submitted_at":"2026-05-07T16:31:15Z","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?","version":1},"reference_index":48,"source":"pdf_text","source_observed_at":"2026-05-08T10:15:31.220844Z"},"links":{"citing_paper":"/paper/2605.06527"},"observation_digest":"sha256:9f27197b56cbdabf50f91cb340ab0f0b876feb38acd5165ca37b2bf78d290d10","observation_id":"68752798-bc1d-42a6-aafb-4e742339cbaf","resolution":{"observed_at":"2026-05-26T15:22:36.033949Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"c1a68467-3a39-4c45-a81a-c1e04795bc97","year":null},"citing_paper":{"arxiv_id":"2605.06527","last_updated":"2026-05-07T16:31:15Z","snapshot_observed_at":"2026-07-06T23:19:00.794334Z","submitted_at":"2026-05-07T16:31:15Z","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?","version":1},"reference_index":49,"source":"pdf_text","source_observed_at":"2026-05-08T10:15:31.220844Z"},"links":{"citing_paper":"/paper/2605.06527"},"observation_digest":"sha256:a289051747fa5f7fff22f0c9bf015b1773b793c8a7de7f48fa92c21d3e850e4d","observation_id":"d99ec4fc-a3df-4ce7-9d97-7d19a8a52a64","resolution":{"observed_at":"2026-05-26T15:22:36.040176Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"M_new\"","venue":null,"work_id":"e9997e91-efd9-4a0d-8582-362b627bd87b","year":null},"citing_paper":{"arxiv_id":"2605.06527","last_updated":"2026-05-07T16:31:15Z","snapshot_observed_at":"2026-07-06T23:19:00.794334Z","submitted_at":"2026-05-07T16:31:15Z","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?","version":1},"reference_index":50,"source":"pdf_text","source_observed_at":"2026-05-08T10:15:31.220844Z"},"links":{"citing_paper":"/paper/2605.06527"},"observation_digest":"sha256:7316517161334c40b2fdd3c4c711448173b78d333219d5e54e1e742eb4e5a0b5","observation_id":"253c22d2-c40e-47de-957f-64a20623cbbd","resolution":{"observed_at":"2026-05-26T15:22:36.037173Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"bc52149a-519c-407a-9fea-a302422f3fb1","year":null},"citing_paper":{"arxiv_id":"2605.06527","last_updated":"2026-05-07T16:31:15Z","snapshot_observed_at":"2026-07-06T23:19:00.794334Z","submitted_at":"2026-05-07T16:31:15Z","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?","version":1},"reference_index":52,"source":"pdf_text","source_observed_at":"2026-05-08T10:15:31.220844Z"},"links":{"citing_paper":"/paper/2605.06527"},"observation_digest":"sha256:2a6dc73ca7ed80c197065503d00c87d4bc97d6e24e3100cf2b84b973077b4219","observation_id":"bab54749-2983-4522-8f9e-881faf986d8e","resolution":{"observed_at":"2026-05-26T15:22:36.027793Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"don’t\"","venue":null,"work_id":"e29ae9d3-f029-4096-9eb7-250950a17c6b","year":null},"citing_paper":{"arxiv_id":"2605.06527","last_updated":"2026-05-07T16:31:15Z","snapshot_observed_at":"2026-07-06T23:19:00.794334Z","submitted_at":"2026-05-07T16:31:15Z","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?","version":1},"reference_index":53,"source":"pdf_text","source_observed_at":"2026-05-08T10:15:31.220844Z"},"links":{"citing_paper":"/paper/2605.06527"},"observation_digest":"sha256:de7ab3d22ca646599b63cbd5929d14f6bf4062f3c1665d18eb310e841c4926c9","observation_id":"d7c137a1-6796-41f8-a07a-c364038de28d","resolution":{"observed_at":"2026-05-26T15:22:35.930628Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"a0911aed-8f97-4f5c-8835-e61662693af3","year":null},"citing_paper":{"arxiv_id":"2605.06527","last_updated":"2026-05-07T16:31:15Z","snapshot_observed_at":"2026-07-06T23:19:00.794334Z","submitted_at":"2026-05-07T16:31:15Z","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?","version":1},"reference_index":54,"source":"pdf_text","source_observed_at":"2026-05-08T10:15:31.220844Z"},"links":{"citing_paper":"/paper/2605.06527"},"observation_digest":"sha256:e61a98666e01fdec9f295e9d772479fa05c342fa64edb9cd7ff6e20e2a0b45ea","observation_id":"6a535fdc-0358-4c16-9b19-a47274007a26","resolution":{"observed_at":"2026-05-26T15:22:35.887406Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"d2ec705f-5bdb-49fa-b77d-2906194d36b4","year":null},"citing_paper":{"arxiv_id":"2605.06527","last_updated":"2026-05-07T16:31:15Z","snapshot_observed_at":"2026-07-06T23:19:00.794334Z","submitted_at":"2026-05-07T16:31:15Z","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?","version":1},"reference_index":55,"source":"pdf_text","source_observed_at":"2026-05-08T10:15:31.220844Z"},"links":{"citing_paper":"/paper/2605.06527"},"observation_digest":"sha256:4d8a229fa0d28cad713a5127056a510896fcd8f68b009e9f6e108e876c0d6eff","observation_id":"0deee47d-e54d-42ab-b4af-e72e18770f42","resolution":{"observed_at":"2026-05-26T15:22:35.994719Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"I don’t\"","venue":null,"work_id":"9557d22c-2829-48e8-8339-e18211ed409c","year":null},"citing_paper":{"arxiv_id":"2605.06527","last_updated":"2026-05-07T16:31:15Z","snapshot_observed_at":"2026-07-06T23:19:00.794334Z","submitted_at":"2026-05-07T16:31:15Z","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?","version":1},"reference_index":56,"source":"pdf_text","source_observed_at":"2026-05-08T10:15:31.220844Z"},"links":{"citing_paper":"/paper/2605.06527"},"observation_digest":"sha256:b9bf4617b98abbe666a447fd62f36d2801a5f6d01ef568944093715c1c99c686","observation_id":"b713801e-2162-4bdb-aa8b-476843f32c54","resolution":{"observed_at":"2026-05-26T15:22:35.883949Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"User is vegetarian","venue":null,"work_id":"a537d00e-4c15-4e33-960d-afa78ebb633b","year":null},"citing_paper":{"arxiv_id":"2605.06527","last_updated":"2026-05-07T16:31:15Z","snapshot_observed_at":"2026-07-06T23:19:00.794334Z","submitted_at":"2026-05-07T16:31:15Z","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?","version":1},"reference_index":57,"source":"pdf_text","source_observed_at":"2026-05-08T10:15:31.220844Z"},"links":{"citing_paper":"/paper/2605.06527"},"observation_digest":"sha256:1324cf0a23c9a236f0dd2dc0a809e4214b69c4b9eca0366b18384110d9100385","observation_id":"c12779da-2423-4104-90d7-908d24142c16","resolution":{"observed_at":"2026-05-26T15:22:35.891099Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"The user moved recently","venue":null,"work_id":"4b93f96b-708b-4886-b49a-8f4e34b1384f","year":null},"citing_paper":{"arxiv_id":"2605.06527","last_updated":"2026-05-07T16:31:15Z","snapshot_observed_at":"2026-07-06T23:19:00.794334Z","submitted_at":"2026-05-07T16:31:15Z","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?","version":1},"reference_index":58,"source":"pdf_text","source_observed_at":"2026-05-08T10:15:31.220844Z"},"links":{"citing_paper":"/paper/2605.06527"},"observation_digest":"sha256:22329e2f306b148a26c4d25eaaf8928e15c8ec8de4db5d2a9dc40cb2b67ed771","observation_id":"a244f789-8cbf-4745-8c94-75282c314cb4","resolution":{"observed_at":"2026-05-26T15:22:35.874088Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"4924a163-2a88-4b1e-8854-f86113ea2e07","year":2027},"citing_paper":{"arxiv_id":"2605.06527","last_updated":"2026-05-07T16:31:15Z","snapshot_observed_at":"2026-07-06T23:19:00.794334Z","submitted_at":"2026-05-07T16:31:15Z","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?","version":1},"reference_index":59,"source":"pdf_text","source_observed_at":"2026-05-08T10:15:31.220844Z"},"links":{"citing_paper":"/paper/2605.06527"},"observation_digest":"sha256:140dba1038802fa3e8d7a6997e86bfb4bfe10252952adccdc7047840d1ec0f48","observation_id":"fc577e5f-31a7-4d46-8109-2248f92132b0","resolution":{"observed_at":"2026-05-26T15:22:35.877591Z","resolver_source":"raw_fallback","status":"parse_uncertain"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"8f52ee00-ad3c-41cb-b3d6-3c87bbd1a1dd","year":null},"citing_paper":{"arxiv_id":"2605.06527","last_updated":"2026-05-07T16:31:15Z","snapshot_observed_at":"2026-07-06T23:19:00.794334Z","submitted_at":"2026-05-07T16:31:15Z","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?","version":1},"reference_index":60,"source":"pdf_text","source_observed_at":"2026-05-08T10:15:31.220844Z"},"links":{"citing_paper":"/paper/2605.06527"},"observation_digest":"sha256:8c750c0b5a689621f05f476f77762c6915391856b8799b65498be333bbd55e81","observation_id":"2cbafeaf-e062-4d02-80a7-9aa95d3ce118","resolution":{"observed_at":"2026-05-26T15:22:35.898890Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"{ time_gap}","venue":null,"work_id":"2d757656-95c3-439f-9ef2-9be643ec844b","year":null},"citing_paper":{"arxiv_id":"2605.06527","last_updated":"2026-05-07T16:31:15Z","snapshot_observed_at":"2026-07-06T23:19:00.794334Z","submitted_at":"2026-05-07T16:31:15Z","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?","version":1},"reference_index":61,"source":"pdf_text","source_observed_at":"2026-05-08T10:15:31.220844Z"},"links":{"citing_paper":"/paper/2605.06527"},"observation_digest":"sha256:1c7b23e053a22394527dae60965be47b5fe99e525834763fed8daa5ed2328dab","observation_id":"0ab65ad8-4618-4ab3-a4fa-2f7a4aa9d3d2","resolution":{"observed_at":"2026-05-26T15:22:35.902577Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"d0156fdd-cd4a-4c6c-8827-e5a4f20c288d","year":null},"citing_paper":{"arxiv_id":"2605.06527","last_updated":"2026-05-07T16:31:15Z","snapshot_observed_at":"2026-07-06T23:19:00.794334Z","submitted_at":"2026-05-07T16:31:15Z","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?","version":1},"reference_index":62,"source":"pdf_text","source_observed_at":"2026-05-08T10:15:31.220844Z"},"links":{"citing_paper":"/paper/2605.06527"},"observation_digest":"sha256:072292ea08901f77c286d498c6bb1ae28cb240c7ac84d83102ada856a166882c","observation_id":"43d1d8ce-cb34-4334-aefc-d3c46299f517","resolution":{"observed_at":"2026-05-26T15:22:35.858103Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"922da7d5-ccf7-4275-adfe-b9beeb0e02ee","year":null},"citing_paper":{"arxiv_id":"2605.06527","last_updated":"2026-05-07T16:31:15Z","snapshot_observed_at":"2026-07-06T23:19:00.794334Z","submitted_at":"2026-05-07T16:31:15Z","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?","version":1},"reference_index":63,"source":"pdf_text","source_observed_at":"2026-05-08T10:15:31.220844Z"},"links":{"citing_paper":"/paper/2605.06527"},"observation_digest":"sha256:1b277ec0866269110190e172fa65b8f64d875a7a6f9458e764e9fce36b3ee038","observation_id":"e2843b1b-3c7d-498c-af42-64a890ab62d7","resolution":{"observed_at":"2026-05-26T15:22:35.864303Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"{m_old_text}","venue":null,"work_id":"5efb4dd7-691f-4864-8744-4de2c5f43966","year":null},"citing_paper":{"arxiv_id":"2605.06527","last_updated":"2026-05-07T16:31:15Z","snapshot_observed_at":"2026-07-06T23:19:00.794334Z","submitted_at":"2026-05-07T16:31:15Z","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?","version":1},"reference_index":64,"source":"pdf_text","source_observed_at":"2026-05-08T10:15:31.220844Z"},"links":{"citing_paper":"/paper/2605.06527"},"observation_digest":"sha256:34334ccfc37c1058985e35248772a548c7524343198b01413a282aefded85931","observation_id":"528b1194-61c3-46ae-a1dc-977dcd8b87ab","resolution":{"observed_at":"2026-05-26T15:22:35.848554Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"for 6 weeks","venue":null,"work_id":"fce86909-60f9-4659-ad7c-6b45f3153d23","year":null},"citing_paper":{"arxiv_id":"2605.06527","last_updated":"2026-05-07T16:31:15Z","snapshot_observed_at":"2026-07-06T23:19:00.794334Z","submitted_at":"2026-05-07T16:31:15Z","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?","version":1},"reference_index":65,"source":"pdf_text","source_observed_at":"2026-05-08T10:15:31.220844Z"},"links":{"citing_paper":"/paper/2605.06527"},"observation_digest":"sha256:3ad75afd56dd4e6ed1cdab2b595ea9e77a5db09c3064f75c7eda14e4c4b7e6f2","observation_id":"2874d004-f2c6-4112-9575-8bef7cbbba7d","resolution":{"observed_at":"2026-05-26T15:22:35.845461Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"c7b9aa07-370c-4b49-94a4-5519405965ef","year":null},"citing_paper":{"arxiv_id":"2605.06527","last_updated":"2026-05-07T16:31:15Z","snapshot_observed_at":"2026-07-06T23:19:00.794334Z","submitted_at":"2026-05-07T16:31:15Z","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?","version":1},"reference_index":66,"source":"pdf_text","source_observed_at":"2026-05-08T10:15:31.220844Z"},"links":{"citing_paper":"/paper/2605.06527"},"observation_digest":"sha256:3bbbccee9c60023b01bc0b6e35f44f99cf77442b0f28bcceb30adce70f8a8a9d","observation_id":"cd6eacb5-d2ad-4170-82b7-23e091346f78","resolution":{"observed_at":"2026-05-26T15:22:35.851834Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"8b406f78-da9e-4cd4-82e5-b5a201bac455","year":null},"citing_paper":{"arxiv_id":"2605.06527","last_updated":"2026-05-07T16:31:15Z","snapshot_observed_at":"2026-07-06T23:19:00.794334Z","submitted_at":"2026-05-07T16:31:15Z","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?","version":1},"reference_index":67,"source":"pdf_text","source_observed_at":"2026-05-08T10:15:31.220844Z"},"links":{"citing_paper":"/paper/2605.06527"},"observation_digest":"sha256:328a07c6e56bbf40bb74528c981747a340ce3cdbb3809174acdfac9459bac310","observation_id":"22ce4ded-8f3a-4c1c-8daa-4734f3523d0d","resolution":{"observed_at":"2026-05-26T15:22:35.867555Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"reasoning","venue":null,"work_id":"0a8027a5-6d58-4f91-b423-529275568edb","year":null},"citing_paper":{"arxiv_id":"2605.06527","last_updated":"2026-05-07T16:31:15Z","snapshot_observed_at":"2026-07-06T23:19:00.794334Z","submitted_at":"2026-05-07T16:31:15Z","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?","version":1},"reference_index":68,"source":"pdf_text","source_observed_at":"2026-05-08T10:15:31.220844Z"},"links":{"citing_paper":"/paper/2605.06527"},"observation_digest":"sha256:b63f5f2ac51b4e71ee4fa6814384b7fe542af84795d758b2e70aba1ca322c9e9","observation_id":"296cabe9-9583-41a5-b365-04c7ebd90e4a","resolution":{"observed_at":"2026-05-26T15:22:35.854991Z","resolver_source":"raw_fallback","status":"malformed_identifier"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2605.06527","last_updated":"2026-05-07T16:31:15Z","latest_version":1,"primary_category":"cs.CL","snapshot_observed_at":"2026-07-06T23:19:00.794334Z","submitted_at":"2026-05-07T16:31:15Z","title":"STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?"},"reference_resolution":{"displayed":67,"state_counts":{"malformed_identifier":1,"metadata_mismatch":0,"parse_uncertain":1,"unresolved":14,"verified_exact":0,"verified_fuzzy":51},"total_outbound_references":67},"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":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"thesis":"As of 5 August 2026, this Paper Citation Record lists 67 of 67 outbound references and 10 inbound Pith citation observations for arXiv:2605.06527."}