{"as_of":"2026-08-13T17:22:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:e246aab2056f55e3f25e43a8b37e701c06df4e8552dc0eea5eca3c9a0f99be8f","coverage":[{"denominator":72,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":72,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-12T00:43:39.185388Z","state":"measured"},{"denominator":72,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":72,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-13T06:32:02.005865+00:00","state":"measured"},{"denominator":0,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"cited_works","source_observed_at":null,"state":"measured"}],"external_citation_measurements":[],"inbound":[],"links":{"evidence":"/evidence","html":"/paper/2608.07959/citation-record","integrity":"/paper/2608.07959/integrity","json":"/paper/2608.07959/citation-record.json","paper":"/paper/2608.07959"},"outbound":[{"citation":{"cited_paper":{"arxiv_id":"2303.08774","last_updated":"2024-03-04T06:01:33Z","snapshot_observed_at":"2026-08-07T07:30:12.213965Z","submitted_at":"2023-03-15T17:15:04Z","title":"GPT-4 Technical Report","version":6},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2303.08774","snapshot_observed_at":"2026-08-12T00:43:37.430444Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2608.07959","last_updated":"2026-08-08T06:48:08Z","snapshot_observed_at":"2026-08-13T17:12:52.757831Z","submitted_at":"2026-08-08T06:48:08Z","title":"SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-12T00:43:37.430444Z"},"links":{"cited_paper":"/paper/2303.08774","citing_paper":"/paper/2608.07959"},"observation_digest":"sha256:ffa2becfbc83b5bc65d1133f88dc0ae1144f36a3067af0e85cb9e0f8cc7eb1b2","observation_id":"3221e5bb-01fc-4430-bbf3-7fa7bfbc84b8","resolution":{"observed_at":"2026-08-12T00:43:37.430444Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2511.21631","last_updated":"2025-11-27T12:16:54Z","snapshot_observed_at":"2026-08-11T14:42:37.584016Z","submitted_at":"2025-11-26T17:59:08Z","title":"Qwen3-VL Technical Report","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2511.21631","snapshot_observed_at":"2026-08-12T00:43:37.495175Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.07959","last_updated":"2026-08-08T06:48:08Z","snapshot_observed_at":"2026-08-13T17:12:52.757831Z","submitted_at":"2026-08-08T06:48:08Z","title":"SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-12T00:43:37.495175Z"},"links":{"cited_paper":"/paper/2511.21631","citing_paper":"/paper/2608.07959"},"observation_digest":"sha256:b0c7ad63ff033b465b6d72c8a7c958d4893f7e5773e074913baf901af9dab4d0","observation_id":"1d345351-499e-41ac-90b0-3c40e100b9e6","resolution":{"observed_at":"2026-08-12T00:43:37.495175Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T00:43:42.116786Z","title":"Hadzic, Taran Kota, Jimming He, Cristobal Eyzaguirre, Zane Durante, Manling Li, Jiajun Wu, and Fei-Fei Li","venue":null,"work_id":"7cc33287-5304-460e-a968-955f9d9ab08c","year":null},"citing_paper":{"arxiv_id":"2608.07959","last_updated":"2026-08-08T06:48:08Z","snapshot_observed_at":"2026-08-13T17:12:52.757831Z","submitted_at":"2026-08-08T06:48:08Z","title":"SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-12T00:43:37.557173Z"},"links":{"citing_paper":"/paper/2608.07959"},"observation_digest":"sha256:8c71dc427adbe970aa56bb5a80b094c6ef8693d52d37e0082c673e2572868ca6","observation_id":"37086997-689c-4366-8a0e-f8695427bb27","resolution":{"observed_at":"2026-08-12T00:43:42.122270Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2412.12075","last_updated":"2024-12-16T18:46:45Z","snapshot_observed_at":"2026-08-13T05:16:24.913588Z","submitted_at":"2024-12-16T18:46:45Z","title":"CG-Bench: Clue-grounded Question Answering Benchmark for Long Video Understanding","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.12075","snapshot_observed_at":"2026-08-12T00:43:37.679253Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2608.07959","last_updated":"2026-08-08T06:48:08Z","snapshot_observed_at":"2026-08-13T17:12:52.757831Z","submitted_at":"2026-08-08T06:48:08Z","title":"SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-12T00:43:37.679253Z"},"links":{"cited_paper":"/paper/2412.12075","citing_paper":"/paper/2608.07959"},"observation_digest":"sha256:d0c1cf8af9aa931f66f4c1a608dd205c2d971a1b99759e3f5cc19b4667427777","observation_id":"89ae2c35-e156-4fa2-8fdf-0a06d1aefbe6","resolution":{"observed_at":"2026-08-12T00:43:37.679253Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T00:43:37.684976Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.07959","last_updated":"2026-08-08T06:48:08Z","snapshot_observed_at":"2026-08-13T17:12:52.757831Z","submitted_at":"2026-08-08T06:48:08Z","title":"SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-12T00:43:37.684976Z"},"links":{"citing_paper":"/paper/2608.07959"},"observation_digest":"sha256:c00ae003608257bfa6e80a4cca937de4294a5137da61772596aefb3350b77f65","observation_id":"0b3f983c-6318-48db-a985-ffc3167b2d6f","resolution":{"observed_at":"2026-08-12T00:43:37.684976Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"2602.17869","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T00:43:41.764217Z","title":null,"venue":null,"work_id":"19c6caeb-c98b-40cf-bc2b-fff7057328da","year":2026},"citing_paper":{"arxiv_id":"2608.07959","last_updated":"2026-08-08T06:48:08Z","snapshot_observed_at":"2026-08-13T17:12:52.757831Z","submitted_at":"2026-08-08T06:48:08Z","title":"SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-12T00:43:37.690477Z"},"links":{"citing_paper":"/paper/2608.07959"},"observation_digest":"sha256:5d557fd49788b4cad668271111bb0452a7ef2fbb3b2f8d56c508b7470df69a77","observation_id":"4749e76e-51b3-40b8-b7ba-9e0e93cfee1c","resolution":{"observed_at":"2026-08-12T00:43:41.774596Z","resolver_source":"raw_fallback","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2507.06261","last_updated":"2025-12-19T14:25:46Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2025-07-07T17:36:04Z","title":"Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities","version":6},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2507.06261","snapshot_observed_at":"2026-08-12T00:43:37.695590Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.07959","last_updated":"2026-08-08T06:48:08Z","snapshot_observed_at":"2026-08-13T17:12:52.757831Z","submitted_at":"2026-08-08T06:48:08Z","title":"SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-12T00:43:37.695590Z"},"links":{"cited_paper":"/paper/2507.06261","citing_paper":"/paper/2608.07959"},"observation_digest":"sha256:891126f41c8f921e9f01104d3122cd4a4632eeae63f891182561e2ad68bbf97f","observation_id":"fdfb4dcf-bb9e-46f5-a6ca-e536a4043b5c","resolution":{"observed_at":"2026-08-12T00:43:37.695590Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2511.14846","last_updated":"2026-04-20T17:40:07Z","snapshot_observed_at":"2026-07-06T22:36:13.287872Z","submitted_at":"2025-11-18T19:01:16Z","title":"Empowering Multi-Turn Tool-Integrated Agentic Reasoning with Group Turn Policy Optimization","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2511.14846","snapshot_observed_at":"2026-08-12T00:43:37.702069Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.07959","last_updated":"2026-08-08T06:48:08Z","snapshot_observed_at":"2026-08-13T17:12:52.757831Z","submitted_at":"2026-08-08T06:48:08Z","title":"SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-12T00:43:37.702069Z"},"links":{"cited_paper":"/paper/2511.14846","citing_paper":"/paper/2608.07959"},"observation_digest":"sha256:bf79e2e23d63cffdd3cbd77a44f572efecb450f734ef3a9dc77d90c50fe97166","observation_id":"ce61521a-180c-4579-8971-8b3f996e4cfe","resolution":{"observed_at":"2026-08-12T00:43:37.702069Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T00:43:37.708039Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.07959","last_updated":"2026-08-08T06:48:08Z","snapshot_observed_at":"2026-08-13T17:12:52.757831Z","submitted_at":"2026-08-08T06:48:08Z","title":"SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-12T00:43:37.708039Z"},"links":{"citing_paper":"/paper/2608.07959"},"observation_digest":"sha256:d36911a5cc10cc9a4bfbf0a9b0e5c2867d05bffaf778aa9e5862b249ab6fc5d8","observation_id":"38191540-2048-4857-822d-6c4e82366831","resolution":{"observed_at":"2026-08-12T00:43:37.708039Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2507.19849","last_updated":"2025-07-26T07:53:11Z","snapshot_observed_at":"2026-07-06T22:03:15.296567Z","submitted_at":"2025-07-26T07:53:11Z","title":"Agentic Reinforced Policy Optimization","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2507.19849","snapshot_observed_at":"2026-08-12T00:43:37.712947Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.07959","last_updated":"2026-08-08T06:48:08Z","snapshot_observed_at":"2026-08-13T17:12:52.757831Z","submitted_at":"2026-08-08T06:48:08Z","title":"SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-12T00:43:37.712947Z"},"links":{"cited_paper":"/paper/2507.19849","citing_paper":"/paper/2608.07959"},"observation_digest":"sha256:c8e95d4fbe24699a778f24add96409f264ec7d9cfa37239084184943f6c64eb2","observation_id":"00fca432-317e-47ec-ad52-8b861ed2daaf","resolution":{"observed_at":"2026-08-12T00:43:37.712947Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2503.21776","last_updated":"2025-10-22T16:42:24Z","snapshot_observed_at":"2026-08-05T07:15:29.998948Z","submitted_at":"2025-03-27T17:59:51Z","title":"Video-R1: Reinforcing Video Reasoning in MLLMs","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2503.21776","snapshot_observed_at":"2026-08-12T00:43:37.717743Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.07959","last_updated":"2026-08-08T06:48:08Z","snapshot_observed_at":"2026-08-13T17:12:52.757831Z","submitted_at":"2026-08-08T06:48:08Z","title":"SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-12T00:43:37.717743Z"},"links":{"cited_paper":"/paper/2503.21776","citing_paper":"/paper/2608.07959"},"observation_digest":"sha256:a189584130b83bc04f64718e3df1484ff4b0b74b4c17e5638f724da3096f0dfa","observation_id":"30004ff5-acc6-4702-bd91-647930a5c45f","resolution":{"observed_at":"2026-08-12T00:43:37.717743Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T00:43:42.084402Z","title":null,"venue":null,"work_id":"a6698bea-dd0a-43e3-8859-b60cadc46b22","year":2025},"citing_paper":{"arxiv_id":"2608.07959","last_updated":"2026-08-08T06:48:08Z","snapshot_observed_at":"2026-08-13T17:12:52.757831Z","submitted_at":"2026-08-08T06:48:08Z","title":"SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-12T00:43:37.722914Z"},"links":{"citing_paper":"/paper/2608.07959"},"observation_digest":"sha256:aba5db1daada8bd620e789bf379375d7c4994fb4a7734fdfff00c91daaa6d6d8","observation_id":"a10625e7-2a3d-4180-8107-537ea4ab752c","resolution":{"observed_at":"2026-08-12T00:43:42.089739Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2110.07058","last_updated":"2022-03-11T19:40:26Z","snapshot_observed_at":"2026-07-06T11:57:42.646453Z","submitted_at":"2021-10-13T22:19:32Z","title":"Ego4D: Around the World in 3,000 Hours of Egocentric Video","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2110.07058","snapshot_observed_at":"2026-08-12T00:43:37.727670Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2608.07959","last_updated":"2026-08-08T06:48:08Z","snapshot_observed_at":"2026-08-13T17:12:52.757831Z","submitted_at":"2026-08-08T06:48:08Z","title":"SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-12T00:43:37.727670Z"},"links":{"cited_paper":"/paper/2110.07058","citing_paper":"/paper/2608.07959"},"observation_digest":"sha256:d0833846f27edaa1f2de6e33e3817ffe9b61ac7eeb21420f4883ea42a3f392f9","observation_id":"87b2a586-688a-45be-a3e4-5124685c5184","resolution":{"observed_at":"2026-08-12T00:43:37.727670Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T00:43:37.732257Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.07959","last_updated":"2026-08-08T06:48:08Z","snapshot_observed_at":"2026-08-13T17:12:52.757831Z","submitted_at":"2026-08-08T06:48:08Z","title":"SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-12T00:43:37.732257Z"},"links":{"citing_paper":"/paper/2608.07959"},"observation_digest":"sha256:802bf8c103f33a4b093e373497ff09047f20313960d81ffe2c0ab7907370e450","observation_id":"c7239506-e4a6-4694-84ca-48c0215bba31","resolution":{"observed_at":"2026-08-12T00:43:37.732257Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T00:43:37.737042Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.07959","last_updated":"2026-08-08T06:48:08Z","snapshot_observed_at":"2026-08-13T17:12:52.757831Z","submitted_at":"2026-08-08T06:48:08Z","title":"SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-12T00:43:37.737042Z"},"links":{"citing_paper":"/paper/2608.07959"},"observation_digest":"sha256:afe9878839691ac4201c37cd9d0abface7f59ee23c112e1be7b94ab18fc371dc","observation_id":"bc7e33d6-f631-408f-8456-79571a972a42","resolution":{"observed_at":"2026-08-12T00:43:37.737042Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T00:43:37.741622Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.07959","last_updated":"2026-08-08T06:48:08Z","snapshot_observed_at":"2026-08-13T17:12:52.757831Z","submitted_at":"2026-08-08T06:48:08Z","title":"SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-12T00:43:37.741622Z"},"links":{"citing_paper":"/paper/2608.07959"},"observation_digest":"sha256:a505928fbf19cd14fbeec5cbd74cd56ab83850e5f85e1108bc9e93c737aa764f","observation_id":"eb702fd2-aff5-44ee-9c0b-4bcddbcfa04c","resolution":{"observed_at":"2026-08-12T00:43:37.741622Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2601.15724","last_updated":"2026-04-19T09:17:00Z","snapshot_observed_at":"2026-08-07T08:54:37.463054Z","submitted_at":"2026-01-22T07:47:29Z","title":"VideoThinker: Building Agentic VideoLLMs with LLM-Guided Tool Reasoning","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2601.15724","snapshot_observed_at":"2026-08-12T00:43:37.747831Z","title":null,"venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2608.07959","last_updated":"2026-08-08T06:48:08Z","snapshot_observed_at":"2026-08-13T17:12:52.757831Z","submitted_at":"2026-08-08T06:48:08Z","title":"SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-12T00:43:37.747831Z"},"links":{"cited_paper":"/paper/2601.15724","citing_paper":"/paper/2608.07959"},"observation_digest":"sha256:7ad8aa7fbac60a8d2bf57e01cf3d88cd25f50b8f41e1a7f79007b1db1c0ac1b8","observation_id":"644d7891-8cf0-4afd-ae3c-44f150e55a97","resolution":{"observed_at":"2026-08-12T00:43:37.747831Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T00:43:37.788046Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2608.07959","last_updated":"2026-08-08T06:48:08Z","snapshot_observed_at":"2026-08-13T17:12:52.757831Z","submitted_at":"2026-08-08T06:48:08Z","title":"SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-12T00:43:37.788046Z"},"links":{"citing_paper":"/paper/2608.07959"},"observation_digest":"sha256:8712546b028edf1fd410f50f31915319b4b828050e5a7de630c973738f2ba268","observation_id":"6a424130-82c1-4cc8-93e0-ec6226b51793","resolution":{"observed_at":"2026-08-12T00:43:37.788046Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T00:43:42.055976Z","title":null,"venue":null,"work_id":"3777ccb5-0dde-4466-a8b3-42e1cdba89a2","year":2026},"citing_paper":{"arxiv_id":"2608.07959","last_updated":"2026-08-08T06:48:08Z","snapshot_observed_at":"2026-08-13T17:12:52.757831Z","submitted_at":"2026-08-08T06:48:08Z","title":"SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-12T00:43:37.890995Z"},"links":{"citing_paper":"/paper/2608.07959"},"observation_digest":"sha256:3aa86ca3c8fbeb5a8256515d155c1365c0dc0919e11ffc267859912f3ac678b2","observation_id":"41731b51-bf0c-4618-bbed-6e6d3a6d6ce9","resolution":{"observed_at":"2026-08-12T00:43:42.061382Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2305.20050","last_updated":"2023-05-31T17:24:00Z","snapshot_observed_at":"2026-08-11T17:22:43.545531Z","submitted_at":"2023-05-31T17:24:00Z","title":"Let's Verify Step by Step","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2305.20050","snapshot_observed_at":"2026-08-12T00:43:38.033622Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2608.07959","last_updated":"2026-08-08T06:48:08Z","snapshot_observed_at":"2026-08-13T17:12:52.757831Z","submitted_at":"2026-08-08T06:48:08Z","title":"SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-12T00:43:38.033622Z"},"links":{"cited_paper":"/paper/2305.20050","citing_paper":"/paper/2608.07959"},"observation_digest":"sha256:cbd3badf78958ac743d61501803a00f70651e6c925a0e0494413318d4506dca5","observation_id":"a1cfaa1e-5d60-45bb-8399-4e49565ea029","resolution":{"observed_at":"2026-08-12T00:43:38.033622Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T00:43:38.189335Z","title":null,"venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2608.07959","last_updated":"2026-08-08T06:48:08Z","snapshot_observed_at":"2026-08-13T17:12:52.757831Z","submitted_at":"2026-08-08T06:48:08Z","title":"SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-12T00:43:38.189335Z"},"links":{"citing_paper":"/paper/2608.07959"},"observation_digest":"sha256:e4c3ce2a1210684efbf17892e498dd3092ce97a5e70f021b4bc9e74ab652afd6","observation_id":"40f930ad-a264-4ab3-94ba-c5a92351a66b","resolution":{"observed_at":"2026-08-12T00:43:38.189335Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2509.07680","last_updated":"2025-09-09T17:59:39Z","snapshot_observed_at":"2026-08-09T17:44:26.515281Z","submitted_at":"2025-09-09T17:59:39Z","title":"CAViAR: Critic-Augmented Video Agentic Reasoning","version":1},"cited_work":{"arxiv_id":"2509.07680","doi":null,"metadata_source":"pith","pith_arxiv_id":"2509.07680","snapshot_observed_at":"2026-08-12T00:43:41.244884Z","title":"CAViAR: Critic-Augmented Video Agentic Reasoning","venue":"cs.CV","work_id":"1029bfca-f5a3-4425-8d71-57afe852ea26","year":2025},"citing_paper":{"arxiv_id":"2608.07959","last_updated":"2026-08-08T06:48:08Z","snapshot_observed_at":"2026-08-13T17:12:52.757831Z","submitted_at":"2026-08-08T06:48:08Z","title":"SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-12T00:43:38.267412Z"},"links":{"cited_paper":"/paper/2509.07680","citing_paper":"/paper/2608.07959"},"observation_digest":"sha256:1b7f14547f276e53f66cfed41ee7ef5d8b5cbc2f8a0bb5010d92dbfc46467f0e","observation_id":"30134ecf-8401-4bd6-bcd7-22d96c8cddba","resolution":{"observed_at":"2026-08-12T00:43:41.250664Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T00:43:38.301132Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.07959","last_updated":"2026-08-08T06:48:08Z","snapshot_observed_at":"2026-08-13T17:12:52.757831Z","submitted_at":"2026-08-08T06:48:08Z","title":"SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-12T00:43:38.301132Z"},"links":{"citing_paper":"/paper/2608.07959"},"observation_digest":"sha256:0339b5abcc179e93c854b692858fe40b67d48f2f3c01df4570ff9796a2666030","observation_id":"81e21639-255a-42c9-9b38-60c01eb4d985","resolution":{"observed_at":"2026-08-12T00:43:38.301132Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2602.20913","last_updated":"2026-04-15T16:09:22Z","snapshot_observed_at":"2026-08-11T11:51:37.712014Z","submitted_at":"2026-02-24T13:49:47Z","title":"LongVideo-R1: Smart Navigation for Low-cost Long Video Understanding","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2602.20913","snapshot_observed_at":"2026-08-12T00:43:38.305602Z","title":null,"venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2608.07959","last_updated":"2026-08-08T06:48:08Z","snapshot_observed_at":"2026-08-13T17:12:52.757831Z","submitted_at":"2026-08-08T06:48:08Z","title":"SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-12T00:43:38.305602Z"},"links":{"cited_paper":"/paper/2602.20913","citing_paper":"/paper/2608.07959"},"observation_digest":"sha256:a77168b61519fb4bb9cb64853758ba756e7a0105904438c16e0d4029c1bd4b38","observation_id":"3f4deee2-f1ea-4de7-98a3-da52e049d2b3","resolution":{"observed_at":"2026-08-12T00:43:38.305602Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2601.18157","last_updated":"2026-07-03T16:53:00Z","snapshot_observed_at":"2026-08-11T14:24:23.632733Z","submitted_at":"2026-01-26T05:20:47Z","title":"Agentic Very Long Video Understanding","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2601.18157","snapshot_observed_at":"2026-08-12T00:43:38.310516Z","title":null,"venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2608.07959","last_updated":"2026-08-08T06:48:08Z","snapshot_observed_at":"2026-08-13T17:12:52.757831Z","submitted_at":"2026-08-08T06:48:08Z","title":"SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-12T00:43:38.310516Z"},"links":{"cited_paper":"/paper/2601.18157","citing_paper":"/paper/2608.07959"},"observation_digest":"sha256:6cee0a51b05354b9a1a3b866013f1d14fa553ae86c29fc7ba82f742117fe2f7a","observation_id":"b37ecd05-9241-4a84-8e47-7b7899ba5abd","resolution":{"observed_at":"2026-08-12T00:43:38.310516Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2410.17434","last_updated":"2024-10-22T21:21:37Z","snapshot_observed_at":"2026-08-13T11:36:11.821356Z","submitted_at":"2024-10-22T21:21:37Z","title":"LongVU: Spatiotemporal Adaptive Compression for Long Video-Language Understanding","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2410.17434","snapshot_observed_at":"2026-08-12T00:43:38.315754Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2608.07959","last_updated":"2026-08-08T06:48:08Z","snapshot_observed_at":"2026-08-13T17:12:52.757831Z","submitted_at":"2026-08-08T06:48:08Z","title":"SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-12T00:43:38.315754Z"},"links":{"cited_paper":"/paper/2410.17434","citing_paper":"/paper/2608.07959"},"observation_digest":"sha256:aabedcb1e4d2b19cd63bf33cc78f9328c26dd64247a62dc25a6986e306f0b4c4","observation_id":"062ccb56-9473-4dd1-ae02-28926b9f7f62","resolution":{"observed_at":"2026-08-12T00:43:38.315754Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2409.19256","last_updated":"2024-10-02T04:01:47Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2024-09-28T06:20:03Z","title":"HybridFlow: A Flexible and Efficient RLHF Framework","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2409.19256","snapshot_observed_at":"2026-08-12T00:43:38.323192Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2608.07959","last_updated":"2026-08-08T06:48:08Z","snapshot_observed_at":"2026-08-13T17:12:52.757831Z","submitted_at":"2026-08-08T06:48:08Z","title":"SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-12T00:43:38.323192Z"},"links":{"cited_paper":"/paper/2409.19256","citing_paper":"/paper/2608.07959"},"observation_digest":"sha256:3e5dbc0f2db3ae2c09a0214983abdffac50ad966db4439bebb36c0588cdb761e","observation_id":"02996dab-5902-48f8-8994-fddec54a0a63","resolution":{"observed_at":"2026-08-12T00:43:38.323192Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T00:43:38.328712Z","title":null,"venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2608.07959","last_updated":"2026-08-08T06:48:08Z","snapshot_observed_at":"2026-08-13T17:12:52.757831Z","submitted_at":"2026-08-08T06:48:08Z","title":"SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-12T00:43:38.328712Z"},"links":{"citing_paper":"/paper/2608.07959"},"observation_digest":"sha256:361ab708902625b139c6c514fe8e4afa108d28596f652fdc158c91ce4bac7bd1","observation_id":"93882f30-0cf0-418c-ac4c-74c92726a8ec","resolution":{"observed_at":"2026-08-12T00:43:38.328712Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2409.14485","last_updated":"2024-12-10T12:45:31Z","snapshot_observed_at":"2026-08-12T22:40:07.009932Z","submitted_at":"2024-09-22T15:13:31Z","title":"Video-XL: Extra-Long Vision Language Model for Hour-Scale Video Understanding","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2409.14485","snapshot_observed_at":"2026-08-12T00:43:38.333773Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2608.07959","last_updated":"2026-08-08T06:48:08Z","snapshot_observed_at":"2026-08-13T17:12:52.757831Z","submitted_at":"2026-08-08T06:48:08Z","title":"SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-12T00:43:38.333773Z"},"links":{"cited_paper":"/paper/2409.14485","citing_paper":"/paper/2608.07959"},"observation_digest":"sha256:8d88f76a69ae87a835436a761b5f4d74c4411ad5bcb8a6544d5c2982862b1218","observation_id":"82d777e3-3da8-405f-a932-2d7c79172a23","resolution":{"observed_at":"2026-08-12T00:43:38.333773Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T00:43:38.338745Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.07959","last_updated":"2026-08-08T06:48:08Z","snapshot_observed_at":"2026-08-13T17:12:52.757831Z","submitted_at":"2026-08-08T06:48:08Z","title":"SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-12T00:43:38.338745Z"},"links":{"citing_paper":"/paper/2608.07959"},"observation_digest":"sha256:338dbb7f40eaa21d9fbadf36d4cbc22cbd04626a9e100a3fd062700dd538722e","observation_id":"9d01329f-a667-4cb3-803d-0a596c9330cc","resolution":{"observed_at":"2026-08-12T00:43:38.338745Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T00:43:38.343492Z","title":null,"venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2608.07959","last_updated":"2026-08-08T06:48:08Z","snapshot_observed_at":"2026-08-13T17:12:52.757831Z","submitted_at":"2026-08-08T06:48:08Z","title":"SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-12T00:43:38.343492Z"},"links":{"citing_paper":"/paper/2608.07959"},"observation_digest":"sha256:203c88a57920c2f86b8e1efab23e0f124962298bb0c5ca965b3dcdd31adc41f2","observation_id":"cefdb1cb-16e7-4e8b-ae5d-83eeb368e3a0","resolution":{"observed_at":"2026-08-12T00:43:38.343492Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1609/aaai.v40i11.37896","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T00:43:39.346748Z","title":null,"venue":null,"work_id":"4a4587fe-77fe-44bf-ba80-ca8018275569","year":2026},"citing_paper":{"arxiv_id":"2608.07959","last_updated":"2026-08-08T06:48:08Z","snapshot_observed_at":"2026-08-13T17:12:52.757831Z","submitted_at":"2026-08-08T06:48:08Z","title":"SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-12T00:43:38.348432Z"},"links":{"citing_paper":"/paper/2608.07959"},"observation_digest":"sha256:3d51b3b4019cf77acaa57d159e78e2faeaff40a9b2730d7dc4513ad5d749af19","observation_id":"e2fbe531-a597-48c4-8333-68b6e668b9dd","resolution":{"observed_at":"2026-08-12T00:43:39.377068Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2403.05530","last_updated":"2024-12-16T17:39:39Z","snapshot_observed_at":"2026-07-06T17:41:42.995949Z","submitted_at":"2024-03-08T18:54:20Z","title":"Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context","version":5},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2403.05530","snapshot_observed_at":"2026-08-12T00:43:38.353358Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2608.07959","last_updated":"2026-08-08T06:48:08Z","snapshot_observed_at":"2026-08-13T17:12:52.757831Z","submitted_at":"2026-08-08T06:48:08Z","title":"SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-12T00:43:38.353358Z"},"links":{"cited_paper":"/paper/2403.05530","citing_paper":"/paper/2608.07959"},"observation_digest":"sha256:4980358b9205ee5b687e704fc557ebd2bda0468f7af0d543e8be9e76dc21c74f","observation_id":"fbccc697-3f5e-4dba-b14c-7bfdae071529","resolution":{"observed_at":"2026-08-12T00:43:38.353358Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T00:43:38.357907Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2608.07959","last_updated":"2026-08-08T06:48:08Z","snapshot_observed_at":"2026-08-13T17:12:52.757831Z","submitted_at":"2026-08-08T06:48:08Z","title":"SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-12T00:43:38.357907Z"},"links":{"citing_paper":"/paper/2608.07959"},"observation_digest":"sha256:9302a2ca48ae221d34cc040dceea1233ac0fcdfd88fe5366cc8b98b96e1f3039","observation_id":"b58a7f9d-fe48-471a-a3db-1bbd1455cb3d","resolution":{"observed_at":"2026-08-12T00:43:38.357907Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T00:43:42.027635Z","title":null,"venue":null,"work_id":"0294b4ed-f97b-4f81-ba60-b7ff31c74aa5","year":null},"citing_paper":{"arxiv_id":"2608.07959","last_updated":"2026-08-08T06:48:08Z","snapshot_observed_at":"2026-08-13T17:12:52.757831Z","submitted_at":"2026-08-08T06:48:08Z","title":"SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-12T00:43:38.362589Z"},"links":{"citing_paper":"/paper/2608.07959"},"observation_digest":"sha256:7b5313c64d7bba878d03ead2b6e1d24bd809b95fb804a3d8e91c54694bf17bf2","observation_id":"952acc2c-f9a4-4bc8-980f-504ec6d6e93e","resolution":{"observed_at":"2026-08-12T00:43:42.032788Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T00:43:42.010411Z","title":null,"venue":null,"work_id":"e8266bd9-678f-4c96-bf8d-04eb9781af3c","year":2025},"citing_paper":{"arxiv_id":"2608.07959","last_updated":"2026-08-08T06:48:08Z","snapshot_observed_at":"2026-08-13T17:12:52.757831Z","submitted_at":"2026-08-08T06:48:08Z","title":"SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-12T00:43:38.372152Z"},"links":{"citing_paper":"/paper/2608.07959"},"observation_digest":"sha256:2352e81ed0a3ddfa792bafcdb3bfd605aff479bd96ccc573e5c6a10a4727304d","observation_id":"fe666ba6-5c79-4463-9a63-84e7e56cb03b","resolution":{"observed_at":"2026-08-12T00:43:42.015470Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2508.18265","last_updated":"2025-08-27T14:39:45Z","snapshot_observed_at":"2026-08-13T04:48:56.237545Z","submitted_at":"2025-08-25T17:58:17Z","title":"InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2508.18265","snapshot_observed_at":"2026-08-12T00:43:38.376590Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.07959","last_updated":"2026-08-08T06:48:08Z","snapshot_observed_at":"2026-08-13T17:12:52.757831Z","submitted_at":"2026-08-08T06:48:08Z","title":"SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-12T00:43:38.376590Z"},"links":{"cited_paper":"/paper/2508.18265","citing_paper":"/paper/2608.07959"},"observation_digest":"sha256:104abf9af6af4c4415ad974c4ea833decff197cba85577fd165243cd52a5391a","observation_id":"c1c39332-7656-4610-8a9d-1a6a8ab58a50","resolution":{"observed_at":"2026-08-12T00:43:38.376590Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T00:43:38.381765Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2608.07959","last_updated":"2026-08-08T06:48:08Z","snapshot_observed_at":"2026-08-13T17:12:52.757831Z","submitted_at":"2026-08-08T06:48:08Z","title":"SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-12T00:43:38.381765Z"},"links":{"citing_paper":"/paper/2608.07959"},"observation_digest":"sha256:375909055a2ee34d8ca09ac8a28f08555cb5c5e8122d0455b83d5ac530ed4df6","observation_id":"c179e313-ce40-4695-86b8-89095dcb1fd4","resolution":{"observed_at":"2026-08-12T00:43:38.381765Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T00:43:38.385998Z","title":null,"venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2608.07959","last_updated":"2026-08-08T06:48:08Z","snapshot_observed_at":"2026-08-13T17:12:52.757831Z","submitted_at":"2026-08-08T06:48:08Z","title":"SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-12T00:43:38.385998Z"},"links":{"citing_paper":"/paper/2608.07959"},"observation_digest":"sha256:c3907ab2423bbeda67f69861ed2ea303a8af7c93b0e552bf345247a996714636","observation_id":"7a798635-2053-47e8-94ed-7a4e4ab093aa","resolution":{"observed_at":"2026-08-12T00:43:38.385998Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2512.05774","last_updated":"2026-06-04T07:27:00Z","snapshot_observed_at":"2026-08-03T18:22:22.611333Z","submitted_at":"2025-12-05T15:03:48Z","title":"Active Video Perception: Iterative Evidence Seeking for Agentic Long Video Understanding","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2512.05774","snapshot_observed_at":"2026-08-12T00:43:38.391136Z","title":"Ryoo, and Juan Carlos Niebles","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.07959","last_updated":"2026-08-08T06:48:08Z","snapshot_observed_at":"2026-08-13T17:12:52.757831Z","submitted_at":"2026-08-08T06:48:08Z","title":"SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-12T00:43:38.391136Z"},"links":{"cited_paper":"/paper/2512.05774","citing_paper":"/paper/2608.07959"},"observation_digest":"sha256:433927c4e2574da63e02fd377e4d1bbbf6b7411e5a38e6fe9c436054917d25ac","observation_id":"73d96fa0-a39a-4bc8-b68c-deef7daed697","resolution":{"observed_at":"2026-08-12T00:43:38.391136Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T00:43:38.498449Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.07959","last_updated":"2026-08-08T06:48:08Z","snapshot_observed_at":"2026-08-13T17:12:52.757831Z","submitted_at":"2026-08-08T06:48:08Z","title":"SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-12T00:43:38.498449Z"},"links":{"citing_paper":"/paper/2608.07959"},"observation_digest":"sha256:b2ae3e52dceb6f5b1c67621b1d9a82afd278e135569192ffeb486198e6a5bc8a","observation_id":"be8a0d49-f45d-4ef2-8a2a-f2a05c359e53","resolution":{"observed_at":"2026-08-12T00:43:38.498449Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T00:43:41.983349Z","title":null,"venue":null,"work_id":"d17147b5-49e8-4b50-ad71-8121c3aa577d","year":null},"citing_paper":{"arxiv_id":"2608.07959","last_updated":"2026-08-08T06:48:08Z","snapshot_observed_at":"2026-08-13T17:12:52.757831Z","submitted_at":"2026-08-08T06:48:08Z","title":"SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning","version":1},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-08-12T00:43:38.564099Z"},"links":{"citing_paper":"/paper/2608.07959"},"observation_digest":"sha256:4166f95ba1273f8ddd2c7e2781a92bc7fe83db72056fe65728cb86953e0592f9","observation_id":"387deeae-e548-4c95-8c91-330c435cb260","resolution":{"observed_at":"2026-08-12T00:43:41.989038Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T00:43:41.967036Z","title":null,"venue":null,"work_id":"25bdb20d-1f9e-4334-9b02-ff3151d60d6d","year":null},"citing_paper":{"arxiv_id":"2608.07959","last_updated":"2026-08-08T06:48:08Z","snapshot_observed_at":"2026-08-13T17:12:52.757831Z","submitted_at":"2026-08-08T06:48:08Z","title":"SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning","version":1},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-08-12T00:43:38.674917Z"},"links":{"citing_paper":"/paper/2608.07959"},"observation_digest":"sha256:0b48411f1b3a61461baef1bfa2150c5ecd461f60b8d11195e979e5c50fc444d5","observation_id":"e12a2220-95be-46da-a413-95e277dc3203","resolution":{"observed_at":"2026-08-12T00:43:41.972292Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2407.15754","last_updated":"2024-07-22T16:00:55Z","snapshot_observed_at":"2026-08-06T14:12:05.548569Z","submitted_at":"2024-07-22T16:00:55Z","title":"LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2407.15754","snapshot_observed_at":"2026-08-12T00:43:38.822328Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2608.07959","last_updated":"2026-08-08T06:48:08Z","snapshot_observed_at":"2026-08-13T17:12:52.757831Z","submitted_at":"2026-08-08T06:48:08Z","title":"SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning","version":1},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-08-12T00:43:38.822328Z"},"links":{"cited_paper":"/paper/2407.15754","citing_paper":"/paper/2608.07959"},"observation_digest":"sha256:a513f6299ce6620e9d9ec7b5f7b4a2131a15b9e94233e5660f4e9b73dc39f3bf","observation_id":"7b2a7317-8968-479b-8a62-833cecb3ef66","resolution":{"observed_at":"2026-08-12T00:43:38.822328Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T00:43:41.951265Z","title":null,"venue":null,"work_id":"d637cc34-b161-4929-9d9e-01c6dfa6a2b4","year":2026},"citing_paper":{"arxiv_id":"2608.07959","last_updated":"2026-08-08T06:48:08Z","snapshot_observed_at":"2026-08-13T17:12:52.757831Z","submitted_at":"2026-08-08T06:48:08Z","title":"SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning","version":1},"reference_index":45,"source":"pdf_text","source_observed_at":"2026-08-12T00:43:38.899342Z"},"links":{"citing_paper":"/paper/2608.07959"},"observation_digest":"sha256:dbbfbefa39238c366577f80e651003248c6dc351a680d3db38d5d8d20e9ea668","observation_id":"09e5a2d2-fee7-4841-886b-9fe18d922222","resolution":{"observed_at":"2026-08-12T00:43:41.956118Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T00:43:41.935009Z","title":null,"venue":null,"work_id":"49e7f06b-0e95-4f72-b591-43f1eb3b3500","year":null},"citing_paper":{"arxiv_id":"2608.07959","last_updated":"2026-08-08T06:48:08Z","snapshot_observed_at":"2026-08-13T17:12:52.757831Z","submitted_at":"2026-08-08T06:48:08Z","title":"SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning","version":1},"reference_index":46,"source":"pdf_text","source_observed_at":"2026-08-12T00:43:38.905228Z"},"links":{"citing_paper":"/paper/2608.07959"},"observation_digest":"sha256:8b132d4f43d9cec8342be58fe5f69175bc42528563303d55fa00cb0cfee25fce","observation_id":"cde0fd15-3aa5-4a07-8e43-75fc8b466227","resolution":{"observed_at":"2026-08-12T00:43:41.940157Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T00:43:38.754984Z","title":"arXiv:2601.03823 [cs.CL] https://arxiv.org/abs/2601.03823","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.07959","last_updated":"2026-08-08T06:48:08Z","snapshot_observed_at":"2026-08-13T17:12:52.757831Z","submitted_at":"2026-08-08T06:48:08Z","title":"SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning","version":1},"reference_index":47,"source":"pdf_text","source_observed_at":"2026-08-12T00:43:38.754984Z"},"links":{"citing_paper":"/paper/2608.07959"},"observation_digest":"sha256:d5a341415a3fbf43b27f31ef1ea5f6a1df077d82a0f93039989094652ebdaf85","observation_id":"4534ced8-5e40-49a4-9a88-8ae4cfc5fbb5","resolution":{"observed_at":"2026-08-12T00:43:38.754984Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T00:43:41.886531Z","title":null,"venue":null,"work_id":"29d7390c-8f02-4feb-9835-cef6490e063d","year":2026},"citing_paper":{"arxiv_id":"2608.07959","last_updated":"2026-08-08T06:48:08Z","snapshot_observed_at":"2026-08-13T17:12:52.757831Z","submitted_at":"2026-08-08T06:48:08Z","title":"SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning","version":1},"reference_index":48,"source":"pdf_text","source_observed_at":"2026-08-12T00:43:38.920149Z"},"links":{"citing_paper":"/paper/2608.07959"},"observation_digest":"sha256:a37e5032257feffc4d7ff83ba9f251eddf771375db5afdf2bd85d4091d8d28b9","observation_id":"e4b91a52-8baa-4d76-92b2-a76026ce401c","resolution":{"observed_at":"2026-08-12T00:43:41.891172Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T00:43:38.924545Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.07959","last_updated":"2026-08-08T06:48:08Z","snapshot_observed_at":"2026-08-13T17:12:52.757831Z","submitted_at":"2026-08-08T06:48:08Z","title":"SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning","version":1},"reference_index":49,"source":"pdf_text","source_observed_at":"2026-08-12T00:43:38.924545Z"},"links":{"citing_paper":"/paper/2608.07959"},"observation_digest":"sha256:f0a90df5aa250054ccf891696ab307f0ec17471354576b9a25664a4265a7285d","observation_id":"300d307d-30e1-41ee-bde6-79c87c0da9e2","resolution":{"observed_at":"2026-08-12T00:43:38.924545Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T00:43:38.929257Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.07959","last_updated":"2026-08-08T06:48:08Z","snapshot_observed_at":"2026-08-13T17:12:52.757831Z","submitted_at":"2026-08-08T06:48:08Z","title":"SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning","version":1},"reference_index":50,"source":"pdf_text","source_observed_at":"2026-08-12T00:43:38.929257Z"},"links":{"citing_paper":"/paper/2608.07959"},"observation_digest":"sha256:7de27d5c8e17a43f7aa272253ed29d9d7a328098b0c16d365f3b5e6764dc1ff5","observation_id":"34868b05-09a6-407a-a370-d90aada4c807","resolution":{"observed_at":"2026-08-12T00:43:38.929257Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T00:43:41.918873Z","title":"In2025 IEEE International Conference on Multimedia and Expo (ICME)","venue":null,"work_id":"783ef924-f17e-46dc-9603-43e4dd161067","year":null},"citing_paper":{"arxiv_id":"2608.07959","last_updated":"2026-08-08T06:48:08Z","snapshot_observed_at":"2026-08-13T17:12:52.757831Z","submitted_at":"2026-08-08T06:48:08Z","title":"SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning","version":1},"reference_index":51,"source":"pdf_text","source_observed_at":"2026-08-12T00:43:38.909911Z"},"links":{"citing_paper":"/paper/2608.07959"},"observation_digest":"sha256:ed8b50a5024dc846919c586eefc7ec1c61b17bd1e90f17f4c0bc3abc880d23bd","observation_id":"84478a07-ef33-40a6-9551-d5ef35a87ebd","resolution":{"observed_at":"2026-08-12T00:43:41.923479Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T00:43:41.902058Z","title":null,"venue":null,"work_id":"0a40f693-ea7a-4242-951e-c59077581554","year":2026},"citing_paper":{"arxiv_id":"2608.07959","last_updated":"2026-08-08T06:48:08Z","snapshot_observed_at":"2026-08-13T17:12:52.757831Z","submitted_at":"2026-08-08T06:48:08Z","title":"SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning","version":1},"reference_index":52,"source":"pdf_text","source_observed_at":"2026-08-12T00:43:38.915090Z"},"links":{"citing_paper":"/paper/2608.07959"},"observation_digest":"sha256:8953b055a01e525f671531a4e14120bbc652fda4168d87917f1d475237bad934","observation_id":"d03174ae-15b5-4e7f-a16d-8db433368024","resolution":{"observed_at":"2026-08-12T00:43:41.906707Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2504.02259","last_updated":"2025-08-25T02:57:46Z","snapshot_observed_at":"2026-08-07T18:21:41.515675Z","submitted_at":"2025-04-03T04:03:10Z","title":"T*: Re-thinking Temporal Search for Long-Form Video Understanding","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2504.02259","snapshot_observed_at":"2026-08-12T00:43:38.945032Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.07959","last_updated":"2026-08-08T06:48:08Z","snapshot_observed_at":"2026-08-13T17:12:52.757831Z","submitted_at":"2026-08-08T06:48:08Z","title":"SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning","version":1},"reference_index":53,"source":"pdf_text","source_observed_at":"2026-08-12T00:43:38.945032Z"},"links":{"cited_paper":"/paper/2504.02259","citing_paper":"/paper/2608.07959"},"observation_digest":"sha256:c4f9cbf3103dbba0e33dce5ecdbb6e9a22835e1bd6582e6408e389aac1d06363","observation_id":"bff5e688-bae9-4b37-96ac-20e0d3a476f7","resolution":{"observed_at":"2026-08-12T00:43:38.945032Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T00:43:38.949974Z","title":null,"venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2608.07959","last_updated":"2026-08-08T06:48:08Z","snapshot_observed_at":"2026-08-13T17:12:52.757831Z","submitted_at":"2026-08-08T06:48:08Z","title":"SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning","version":1},"reference_index":54,"source":"pdf_text","source_observed_at":"2026-08-12T00:43:38.949974Z"},"links":{"citing_paper":"/paper/2608.07959"},"observation_digest":"sha256:134a0ddbd9312184db849fea6e66fbd6eebd820b0dddd2974e715ffa2ad63150","observation_id":"37db5580-6b74-46da-9e4e-37e7272a949d","resolution":{"observed_at":"2026-08-12T00:43:38.949974Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"2601.13719","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T00:43:39.928342Z","title":null,"venue":null,"work_id":"0e64b793-bfc6-4c2b-b4ae-0360f42932f3","year":2026},"citing_paper":{"arxiv_id":"2608.07959","last_updated":"2026-08-08T06:48:08Z","snapshot_observed_at":"2026-08-13T17:12:52.757831Z","submitted_at":"2026-08-08T06:48:08Z","title":"SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning","version":1},"reference_index":55,"source":"pdf_text","source_observed_at":"2026-08-12T00:43:38.954559Z"},"links":{"citing_paper":"/paper/2608.07959"},"observation_digest":"sha256:5560b711fba40c006f070adc5fab60cbe455f41ac149ad4a3978b78a2873a2d4","observation_id":"f5d69709-727e-4d8a-9f03-cbd63ec9c773","resolution":{"observed_at":"2026-08-12T00:43:40.009716Z","resolver_source":"raw_fallback","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2506.13654","last_updated":"2025-06-16T16:17:08Z","snapshot_observed_at":"2026-08-13T10:18:19.034825Z","submitted_at":"2025-06-16T16:17:08Z","title":"Ego-R1: Chain-of-Tool-Thought for Ultra-Long Egocentric Video Reasoning","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2506.13654","snapshot_observed_at":"2026-08-12T00:43:38.933979Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.07959","last_updated":"2026-08-08T06:48:08Z","snapshot_observed_at":"2026-08-13T17:12:52.757831Z","submitted_at":"2026-08-08T06:48:08Z","title":"SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning","version":1},"reference_index":56,"source":"pdf_text","source_observed_at":"2026-08-12T00:43:38.933979Z"},"links":{"cited_paper":"/paper/2506.13654","citing_paper":"/paper/2608.07959"},"observation_digest":"sha256:7def43ed1fa6139a632a40597250fbd21bcb735c9febedaeda3b073a452316db","observation_id":"02489271-0e2e-42dc-8992-fa1596c4545e","resolution":{"observed_at":"2026-08-12T00:43:38.933979Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2511.20785","last_updated":"2026-05-21T10:39:51Z","snapshot_observed_at":"2026-08-12T14:21:45.818304Z","submitted_at":"2025-11-25T19:22:48Z","title":"LongVT: Incentivizing \"Thinking with Long Videos\" via Native Tool Calling","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2511.20785","snapshot_observed_at":"2026-08-12T00:43:38.939737Z","title":"Thinking with Long Videos","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.07959","last_updated":"2026-08-08T06:48:08Z","snapshot_observed_at":"2026-08-13T17:12:52.757831Z","submitted_at":"2026-08-08T06:48:08Z","title":"SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning","version":1},"reference_index":57,"source":"pdf_text","source_observed_at":"2026-08-12T00:43:38.939737Z"},"links":{"cited_paper":"/paper/2511.20785","citing_paper":"/paper/2608.07959"},"observation_digest":"sha256:9a7b1c804dcd0d9630cf5eecf58d677a3d7156725cbdb31148f9433bb5479915","observation_id":"62c20a5c-38ec-4c78-9b4e-0639bb365f53","resolution":{"observed_at":"2026-08-12T00:43:38.939737Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T00:43:38.974604Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.07959","last_updated":"2026-08-08T06:48:08Z","snapshot_observed_at":"2026-08-13T17:12:52.757831Z","submitted_at":"2026-08-08T06:48:08Z","title":"SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning","version":1},"reference_index":58,"source":"pdf_text","source_observed_at":"2026-08-12T00:43:38.974604Z"},"links":{"citing_paper":"/paper/2608.07959"},"observation_digest":"sha256:820c397b9ad80a63c141abc467e6f1c31b173591082f43be5c33891fbb666a8b","observation_id":"f20d1f84-9571-4616-980a-bb2b1bdf35f0","resolution":{"observed_at":"2026-08-12T00:43:38.974604Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2410.02713","last_updated":"2025-08-01T16:40:14Z","snapshot_observed_at":"2026-08-02T12:24:31.329178Z","submitted_at":"2024-10-03T17:36:49Z","title":"LLaVA-Video: Video Instruction Tuning With Synthetic Data","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2410.02713","snapshot_observed_at":"2026-08-12T00:43:38.979327Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.07959","last_updated":"2026-08-08T06:48:08Z","snapshot_observed_at":"2026-08-13T17:12:52.757831Z","submitted_at":"2026-08-08T06:48:08Z","title":"SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning","version":1},"reference_index":59,"source":"pdf_text","source_observed_at":"2026-08-12T00:43:38.979327Z"},"links":{"cited_paper":"/paper/2410.02713","citing_paper":"/paper/2608.07959"},"observation_digest":"sha256:c9c320821c71ff04dacbd169b90d3b20d6d0a5e1c0534d8a1cf6fcec29193bfe","observation_id":"277fa77a-9be2-4421-8fe2-6571a1b21bb8","resolution":{"observed_at":"2026-08-12T00:43:38.979327Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T00:43:41.853227Z","title":null,"venue":null,"work_id":"6797ff95-eb78-4e89-9fbb-8edf970571ca","year":null},"citing_paper":{"arxiv_id":"2608.07959","last_updated":"2026-08-08T06:48:08Z","snapshot_observed_at":"2026-08-13T17:12:52.757831Z","submitted_at":"2026-08-08T06:48:08Z","title":"SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning","version":1},"reference_index":60,"source":"pdf_text","source_observed_at":"2026-08-12T00:43:38.984663Z"},"links":{"citing_paper":"/paper/2608.07959"},"observation_digest":"sha256:7802a51ddf98d2cb0a9ed6da49cc888ec05d50339cd93fe65d7803db96bef49c","observation_id":"1793a72a-899c-413e-b2e7-a6d5218d3963","resolution":{"observed_at":"2026-08-12T00:43:41.858806Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T00:43:41.870517Z","title":null,"venue":null,"work_id":"c45bbfe8-6145-46d9-ba2a-f2569d29dc60","year":null},"citing_paper":{"arxiv_id":"2608.07959","last_updated":"2026-08-08T06:48:08Z","snapshot_observed_at":"2026-08-13T17:12:52.757831Z","submitted_at":"2026-08-08T06:48:08Z","title":"SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning","version":1},"reference_index":61,"source":"pdf_text","source_observed_at":"2026-08-12T00:43:38.959039Z"},"links":{"citing_paper":"/paper/2608.07959"},"observation_digest":"sha256:af1f0dfb7d186264465c51b8a82a624cad8bdfd35db50745fbe99bd229c749cf","observation_id":"4812ad00-b10c-40a5-a2ab-194e8cb4fbb9","resolution":{"observed_at":"2026-08-12T00:43:41.875575Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T00:43:38.964421Z","title":"arXiv:2512.12360 [cs.CV] https://arxiv.org/abs/2512.12360","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.07959","last_updated":"2026-08-08T06:48:08Z","snapshot_observed_at":"2026-08-13T17:12:52.757831Z","submitted_at":"2026-08-08T06:48:08Z","title":"SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning","version":1},"reference_index":62,"source":"pdf_text","source_observed_at":"2026-08-12T00:43:38.964421Z"},"links":{"citing_paper":"/paper/2608.07959"},"observation_digest":"sha256:9b75f764fe1773350779915d99ac2567161890010155c1234d1dbd688f9161c2","observation_id":"db175203-4386-47d3-a855-292705ee48d7","resolution":{"observed_at":"2026-08-12T00:43:38.964421Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2601.23224","last_updated":"2026-05-21T09:05:36Z","snapshot_observed_at":"2026-08-02T12:29:31.448544Z","submitted_at":"2026-01-30T17:47:30Z","title":"Video-o3: Native Interleaved Clue Seeking for Long Video Multi-Hop Reasoning","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2601.23224","snapshot_observed_at":"2026-08-12T00:43:38.969696Z","title":null,"venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2608.07959","last_updated":"2026-08-08T06:48:08Z","snapshot_observed_at":"2026-08-13T17:12:52.757831Z","submitted_at":"2026-08-08T06:48:08Z","title":"SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning","version":1},"reference_index":63,"source":"pdf_text","source_observed_at":"2026-08-12T00:43:38.969696Z"},"links":{"cited_paper":"/paper/2601.23224","citing_paper":"/paper/2608.07959"},"observation_digest":"sha256:40ce2f646caf2e013395ddf9161bb81e96c8038a7d107584d277d5052940c409","observation_id":"5803e0db-8a4f-4160-bae3-30895b0c2e8f","resolution":{"observed_at":"2026-08-12T00:43:38.969696Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T00:43:39.105382Z","title":"Mayol-Cuevas, Fan Zhang, Weizhe Lin, and Junx- iao Shen","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.07959","last_updated":"2026-08-08T06:48:08Z","snapshot_observed_at":"2026-08-13T17:12:52.757831Z","submitted_at":"2026-08-08T06:48:08Z","title":"SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning","version":1},"reference_index":64,"source":"pdf_text","source_observed_at":"2026-08-12T00:43:39.105382Z"},"links":{"citing_paper":"/paper/2608.07959"},"observation_digest":"sha256:f3dcf3dded59084d1fdac24eb09eb465243efc7345cd7455fba229ed3d999203","observation_id":"7e9445bf-91d8-4e03-962d-59349103291f","resolution":{"observed_at":"2026-08-12T00:43:39.105382Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2501.01645","last_updated":"2025-05-13T06:38:44Z","snapshot_observed_at":"2026-08-10T23:44:47.423609Z","submitted_at":"2025-01-03T05:32:37Z","title":"HLV-1K: A Large-scale Hour-Long Video Benchmark for Time-Specific Long Video Understanding","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2501.01645","snapshot_observed_at":"2026-08-12T00:43:39.185388Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.07959","last_updated":"2026-08-08T06:48:08Z","snapshot_observed_at":"2026-08-13T17:12:52.757831Z","submitted_at":"2026-08-08T06:48:08Z","title":"SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning","version":1},"reference_index":65,"source":"pdf_text","source_observed_at":"2026-08-12T00:43:39.185388Z"},"links":{"cited_paper":"/paper/2501.01645","citing_paper":"/paper/2608.07959"},"observation_digest":"sha256:f9a5377eb1326e87501ba30a60a37741aa643a78ed69caabcbedc77bf25c5c68","observation_id":"9164cdc7-e6f9-4e0a-81f6-808533cbb6a1","resolution":{"observed_at":"2026-08-12T00:43:39.185388Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T00:43:38.989743Z","title":"arXiv:2509.12867 [cs.CL] https://arxiv.org/abs/2509.12867","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.07959","last_updated":"2026-08-08T06:48:08Z","snapshot_observed_at":"2026-08-13T17:12:52.757831Z","submitted_at":"2026-08-08T06:48:08Z","title":"SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning","version":1},"reference_index":67,"source":"pdf_text","source_observed_at":"2026-08-12T00:43:38.989743Z"},"links":{"citing_paper":"/paper/2608.07959"},"observation_digest":"sha256:4f40c4ca9abd51a73509acf0f507b7464f0b0568d080245e400c7d09e9e4074f","observation_id":"048f3f01-56fd-482f-94d7-7da3518bf549","resolution":{"observed_at":"2026-08-12T00:43:38.989743Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2403.13372","last_updated":"2024-06-27T22:44:48Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2024-03-20T08:08:54Z","title":"LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2403.13372","snapshot_observed_at":"2026-08-12T00:43:38.994731Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2608.07959","last_updated":"2026-08-08T06:48:08Z","snapshot_observed_at":"2026-08-13T17:12:52.757831Z","submitted_at":"2026-08-08T06:48:08Z","title":"SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning","version":1},"reference_index":68,"source":"pdf_text","source_observed_at":"2026-08-12T00:43:38.994731Z"},"links":{"cited_paper":"/paper/2403.13372","citing_paper":"/paper/2608.07959"},"observation_digest":"sha256:44853b12bd6101513d4aec8fc29c5f3134258246591539397666fc0aa937d1d5","observation_id":"32bdfb67-b197-4f42-b838-e8e0e146cb11","resolution":{"observed_at":"2026-08-12T00:43:38.994731Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T00:43:39.000187Z","title":null,"venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2608.07959","last_updated":"2026-08-08T06:48:08Z","snapshot_observed_at":"2026-08-13T17:12:52.757831Z","submitted_at":"2026-08-08T06:48:08Z","title":"SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning","version":1},"reference_index":69,"source":"pdf_text","source_observed_at":"2026-08-12T00:43:39.000187Z"},"links":{"citing_paper":"/paper/2608.07959"},"observation_digest":"sha256:13e5ac9539df0a64f5f607b754db99e457d01b94901fb2e053d982f1b09d7492","observation_id":"2e360204-c2d6-485c-80ca-93327a31cafd","resolution":{"observed_at":"2026-08-12T00:43:39.000187Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T00:43:41.836935Z","title":null,"venue":null,"work_id":"429b8e7f-6175-4bba-b32f-cc094abf5a63","year":2026},"citing_paper":{"arxiv_id":"2608.07959","last_updated":"2026-08-08T06:48:08Z","snapshot_observed_at":"2026-08-13T17:12:52.757831Z","submitted_at":"2026-08-08T06:48:08Z","title":"SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning","version":1},"reference_index":70,"source":"pdf_text","source_observed_at":"2026-08-12T00:43:39.038128Z"},"links":{"citing_paper":"/paper/2608.07959"},"observation_digest":"sha256:a0b3c42b4c92981d6a58644f01faa9d808b87f818c46fdaa20b12f03399ecd8d","observation_id":"cf188b47-f099-4243-83e9-5be37e707349","resolution":{"observed_at":"2026-08-12T00:43:41.842312Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T00:43:42.101101Z","title":"InAdvances in Neural Information Processing Systems, Vol","venue":null,"work_id":"b00183e1-584a-4277-a95a-812c17886721","year":null},"citing_paper":{"arxiv_id":"2608.07959","last_updated":"2026-08-08T06:48:08Z","snapshot_observed_at":"2026-08-13T17:12:52.757831Z","submitted_at":"2026-08-08T06:48:08Z","title":"SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning","version":1},"reference_index":2024,"source":"pdf_text","source_observed_at":"2026-08-12T00:43:37.606152Z"},"links":{"citing_paper":"/paper/2608.07959"},"observation_digest":"sha256:a7d5df0c91b0947474d8861f66e95f07e956a9483652d6cd9fa00b740258040f","observation_id":"7dda3281-c50a-405d-b3b5-aee6c13d62e9","resolution":{"observed_at":"2026-08-12T00:43:42.105710Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2505.20732","last_updated":"2025-05-27T05:21:04Z","snapshot_observed_at":"2026-08-07T13:45:29.055916Z","submitted_at":"2025-05-27T05:21:04Z","title":"SPA-RL: Reinforcing LLM Agents via Stepwise Progress Attribution","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2505.20732","snapshot_observed_at":"2026-08-12T00:43:38.367358Z","title":"arXiv:2505.20732 [cs.CL] https://arxiv.org/abs/2505.20732","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.07959","last_updated":"2026-08-08T06:48:08Z","snapshot_observed_at":"2026-08-13T17:12:52.757831Z","submitted_at":"2026-08-08T06:48:08Z","title":"SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning","version":1},"reference_index":2025,"source":"pdf_text","source_observed_at":"2026-08-12T00:43:38.367358Z"},"links":{"cited_paper":"/paper/2505.20732","citing_paper":"/paper/2608.07959"},"observation_digest":"sha256:edf4b88b65e2febed005f65ae874f4d1d3cb50c396e408e32fa3330fe5843243","observation_id":"523b695a-8d4a-4f9e-afe5-bbadf639e009","resolution":{"observed_at":"2026-08-12T00:43:38.367358Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T00:43:38.600482Z","title":"arXiv:2602.15329 [cs.CV] https://arxiv","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.07959","last_updated":"2026-08-08T06:48:08Z","snapshot_observed_at":"2026-08-13T17:12:52.757831Z","submitted_at":"2026-08-08T06:48:08Z","title":"SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning","version":1},"reference_index":2026,"source":"pdf_text","source_observed_at":"2026-08-12T00:43:38.600482Z"},"links":{"citing_paper":"/paper/2608.07959"},"observation_digest":"sha256:b779162fcc4b0afbc6e001133048679345da22d50b98c407ff7ab2a0a39c38e2","observation_id":"a43ba9a3-af95-42a7-b2db-854ab825dc45","resolution":{"observed_at":"2026-08-12T00:43:38.600482Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2608.07959","last_updated":"2026-08-08T06:48:08Z","latest_version":1,"primary_category":"cs.AI","snapshot_observed_at":"2026-08-13T17:12:52.757831Z","submitted_at":"2026-08-08T06:48:08Z","title":"SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning"},"reference_resolution":{"displayed":72,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":65,"verified_exact":4,"verified_fuzzy":3},"total_outbound_references":72},"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":"2026-08-13T06:32:02.005865+00:00","source":"crossref"},{"observed_at":"2026-08-13T06:31:53.387327+00:00","source":"retraction_watch"}],"thesis":"As of 13 August 2026, this Paper Citation Record lists 72 of 72 outbound references and 0 inbound Pith citation observations for arXiv:2608.07959."}