{"as_of":"2026-08-17T12:34:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:9c4f83c32f458ca2340eabbb242d16886d87954e29b85fc7f871dac1b69c250f","coverage":[{"denominator":44,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":44,"source":"paper_references, paper_reference_links","source_observed_at":"2026-07-13T17:40:03.471339Z","state":"measured"},{"denominator":44,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":44,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-17T06:30:58.91139+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/2603.26266/citation-record","integrity":"/paper/2603.26266/integrity","json":"/paper/2603.26266/citation-record.json","paper":"/paper/2603.26266"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-13T17:40:03.471339Z","title":"ICLR (2025)","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2603.26266","last_updated":"2026-06-30T04:47:42Z","snapshot_observed_at":"2026-08-13T21:00:00.434745Z","submitted_at":"2026-03-27T10:33:08Z","title":"GUIDE: Resolving Domain Bias in GUI Agents through Real-Time Web Video Retrieval and Plug-and-Play Annotation","version":3},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-07-13T17:40:03.471339Z"},"links":{"citing_paper":"/paper/2603.26266"},"observation_digest":"sha256:d115f04f2af904cb18b1ba8df237be42710cc9d6476f5d9fe4dc5f1ec087271c","observation_id":"0da9d443-40aa-4c78-a00e-23779c8567ba","resolution":{"observed_at":"2026-07-13T17:40:03.471339Z","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":"2026-07-13T17:40:03.471339Z","title":"COLM (2025)","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2603.26266","last_updated":"2026-06-30T04:47:42Z","snapshot_observed_at":"2026-08-13T21:00:00.434745Z","submitted_at":"2026-03-27T10:33:08Z","title":"GUIDE: Resolving Domain Bias in GUI Agents through Real-Time Web Video Retrieval and Plug-and-Play Annotation","version":3},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-07-13T17:40:03.471339Z"},"links":{"citing_paper":"/paper/2603.26266"},"observation_digest":"sha256:fdcecb22a3b7f2abc64b9ff664adc52493e42818a0b780ed13aaf91515ea2285","observation_id":"76caa17d-fb40-4ce1-958b-fe17773c8a3f","resolution":{"observed_at":"2026-07-13T17:40:03.471339Z","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":"2026-07-13T17:40:03.471339Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2603.26266","last_updated":"2026-06-30T04:47:42Z","snapshot_observed_at":"2026-08-13T21:00:00.434745Z","submitted_at":"2026-03-27T10:33:08Z","title":"GUIDE: Resolving Domain Bias in GUI Agents through Real-Time Web Video Retrieval and Plug-and-Play Annotation","version":3},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-07-13T17:40:03.471339Z"},"links":{"citing_paper":"/paper/2603.26266"},"observation_digest":"sha256:d1fc9ce7e1f5d3213f5ed0faa409056f8549e9bfee22b629b15c25a59dd623ae","observation_id":"b8e8b943-0725-414f-93f1-af48ee136d87","resolution":{"observed_at":"2026-07-13T17:40:03.471339Z","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":"2026-07-13T17:40:03.471339Z","title":"arXiv preprint arXiv:2511.21631 (2025)","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2603.26266","last_updated":"2026-06-30T04:47:42Z","snapshot_observed_at":"2026-08-13T21:00:00.434745Z","submitted_at":"2026-03-27T10:33:08Z","title":"GUIDE: Resolving Domain Bias in GUI Agents through Real-Time Web Video Retrieval and Plug-and-Play Annotation","version":3},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-07-13T17:40:03.471339Z"},"links":{"cited_paper":"/paper/2511.21631","citing_paper":"/paper/2603.26266"},"observation_digest":"sha256:7e4099d9813a845a5aa65f63f5756bb75e53499d7190c1564ea522732a87ae4a","observation_id":"de9908a0-519a-4940-b2a4-04ca217a4cef","resolution":{"observed_at":"2026-07-13T17:40:03.471339Z","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":"2026-07-13T17:40:03.471339Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2603.26266","last_updated":"2026-06-30T04:47:42Z","snapshot_observed_at":"2026-08-13T21:00:00.434745Z","submitted_at":"2026-03-27T10:33:08Z","title":"GUIDE: Resolving Domain Bias in GUI Agents through Real-Time Web Video Retrieval and Plug-and-Play Annotation","version":3},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-07-13T17:40:03.471339Z"},"links":{"citing_paper":"/paper/2603.26266"},"observation_digest":"sha256:f1ca5ab7a753bc8a7646f6f362371594bf881389108c6f260b428cfb4a6cc1ca","observation_id":"62f5c9b2-8215-4afe-8aa4-a3d200d38a8c","resolution":{"observed_at":"2026-07-13T17:40:03.471339Z","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":"2026-07-13T17:40:03.471339Z","title":"ICLR (2025)","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2603.26266","last_updated":"2026-06-30T04:47:42Z","snapshot_observed_at":"2026-08-13T21:00:00.434745Z","submitted_at":"2026-03-27T10:33:08Z","title":"GUIDE: Resolving Domain Bias in GUI Agents through Real-Time Web Video Retrieval and Plug-and-Play Annotation","version":3},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-07-13T17:40:03.471339Z"},"links":{"citing_paper":"/paper/2603.26266"},"observation_digest":"sha256:e726376cf1241c385e3c127e81e03edd66e3530337d8e7380c8ec41b90e21203","observation_id":"1af07773-e1ae-4f84-b330-08dd49e5165c","resolution":{"observed_at":"2026-07-13T17:40:03.471339Z","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":"2026-07-13T17:40:03.471339Z","title":"ACL (2024)","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2603.26266","last_updated":"2026-06-30T04:47:42Z","snapshot_observed_at":"2026-08-13T21:00:00.434745Z","submitted_at":"2026-03-27T10:33:08Z","title":"GUIDE: Resolving Domain Bias in GUI Agents through Real-Time Web Video Retrieval and Plug-and-Play Annotation","version":3},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-07-13T17:40:03.471339Z"},"links":{"citing_paper":"/paper/2603.26266"},"observation_digest":"sha256:226d2d0b3f8a6fab53fe12490cea8de835d2775b490e4ca3be3a224e8df4272e","observation_id":"259b12bf-5143-4600-8470-5f06b5c17add","resolution":{"observed_at":"2026-07-13T17:40:03.471339Z","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":"2026-07-13T17:40:03.471339Z","title":"https://github.com/yt-dlp/yt-dlp(2024)","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2603.26266","last_updated":"2026-06-30T04:47:42Z","snapshot_observed_at":"2026-08-13T21:00:00.434745Z","submitted_at":"2026-03-27T10:33:08Z","title":"GUIDE: Resolving Domain Bias in GUI Agents through Real-Time Web Video Retrieval and Plug-and-Play Annotation","version":3},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-07-13T17:40:03.471339Z"},"links":{"citing_paper":"/paper/2603.26266"},"observation_digest":"sha256:6ea0653c6772bf80e0ad2a540b6c6734b7a997135b361076e670200c0e38cb2b","observation_id":"25fa1eeb-8e84-4ef1-9341-65908c910f35","resolution":{"observed_at":"2026-07-13T17:40:03.471339Z","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":"2026-07-13T17:40:03.471339Z","title":"CVPR (2024)","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2603.26266","last_updated":"2026-06-30T04:47:42Z","snapshot_observed_at":"2026-08-13T21:00:00.434745Z","submitted_at":"2026-03-27T10:33:08Z","title":"GUIDE: Resolving Domain Bias in GUI Agents through Real-Time Web Video Retrieval and Plug-and-Play Annotation","version":3},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-07-13T17:40:03.471339Z"},"links":{"citing_paper":"/paper/2603.26266"},"observation_digest":"sha256:ff8651af2e726e3eed931209320c30f8886902bf2e3bd782cb3eac8d246eb248","observation_id":"0e3454c8-3530-49ed-b239-85ea62872475","resolution":{"observed_at":"2026-07-13T17:40:03.471339Z","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":"2026-07-13T17:40:03.471339Z","title":"arXiv preprint arXiv:2510.02250 (2025)","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2603.26266","last_updated":"2026-06-30T04:47:42Z","snapshot_observed_at":"2026-08-13T21:00:00.434745Z","submitted_at":"2026-03-27T10:33:08Z","title":"GUIDE: Resolving Domain Bias in GUI Agents through Real-Time Web Video Retrieval and Plug-and-Play Annotation","version":3},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-07-13T17:40:03.471339Z"},"links":{"citing_paper":"/paper/2603.26266"},"observation_digest":"sha256:296f21c6c45017345e112d23157438b9d3fc5e6ae85acc015d3716c7c02acc58","observation_id":"79c0e5d5-064b-4c55-a8aa-d2dba0c9abee","resolution":{"observed_at":"2026-07-13T17:40:03.471339Z","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":"2026-07-13T17:40:03.471339Z","title":"EMNLP (2025)","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2603.26266","last_updated":"2026-06-30T04:47:42Z","snapshot_observed_at":"2026-08-13T21:00:00.434745Z","submitted_at":"2026-03-27T10:33:08Z","title":"GUIDE: Resolving Domain Bias in GUI Agents through Real-Time Web Video Retrieval and Plug-and-Play Annotation","version":3},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-07-13T17:40:03.471339Z"},"links":{"citing_paper":"/paper/2603.26266"},"observation_digest":"sha256:2b727ccd9b881eaacdfc4b693af56c2d334ab7d2984751ab5e9e1c678ef49c64","observation_id":"621486e0-8b76-41e9-aec6-b21a6feefa68","resolution":{"observed_at":"2026-07-13T17:40:03.471339Z","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":"2026-07-13T17:40:03.471339Z","title":"ICLR (2024)","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2603.26266","last_updated":"2026-06-30T04:47:42Z","snapshot_observed_at":"2026-08-13T21:00:00.434745Z","submitted_at":"2026-03-27T10:33:08Z","title":"GUIDE: Resolving Domain Bias in GUI Agents through Real-Time Web Video Retrieval and Plug-and-Play Annotation","version":3},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-07-13T17:40:03.471339Z"},"links":{"citing_paper":"/paper/2603.26266"},"observation_digest":"sha256:b8f375e1a5613020ba30b8d710f7f9e7e30986a3ff00df94679a081389dfae1c","observation_id":"73be64af-f4b4-41f2-983b-ba5ff5de28ba","resolution":{"observed_at":"2026-07-13T17:40:03.471339Z","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":"2026-07-13T17:40:03.471339Z","title":"CVPR (2024)","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2603.26266","last_updated":"2026-06-30T04:47:42Z","snapshot_observed_at":"2026-08-13T21:00:00.434745Z","submitted_at":"2026-03-27T10:33:08Z","title":"GUIDE: Resolving Domain Bias in GUI Agents through Real-Time Web Video Retrieval and Plug-and-Play Annotation","version":3},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-07-13T17:40:03.471339Z"},"links":{"citing_paper":"/paper/2603.26266"},"observation_digest":"sha256:fa932858c12e2284b240e2d84028114da0ca467e7e9b15af6a8e0d267a5445e7","observation_id":"fe550d45-6990-4ff1-b913-ee5d7f774a47","resolution":{"observed_at":"2026-07-13T17:40:03.471339Z","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":"2026-07-13T17:40:03.471339Z","title":"NeurIPS (2020) 16 R","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2603.26266","last_updated":"2026-06-30T04:47:42Z","snapshot_observed_at":"2026-08-13T21:00:00.434745Z","submitted_at":"2026-03-27T10:33:08Z","title":"GUIDE: Resolving Domain Bias in GUI Agents through Real-Time Web Video Retrieval and Plug-and-Play Annotation","version":3},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-07-13T17:40:03.471339Z"},"links":{"citing_paper":"/paper/2603.26266"},"observation_digest":"sha256:606fc4bb7bea6bb0c05fb2c076a0797c9c8bd84f0747c144eb4864fa03981a8e","observation_id":"928acd2e-4867-4b50-a63e-9e7fe7252369","resolution":{"observed_at":"2026-07-13T17:40:03.471339Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2411.17465","last_updated":"2024-11-26T14:29:47Z","snapshot_observed_at":"2026-08-16T10:14:53.516684Z","submitted_at":"2024-11-26T14:29:47Z","title":"ShowUI: One Vision-Language-Action Model for GUI Visual Agent","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2411.17465","snapshot_observed_at":"2026-07-13T17:40:03.471339Z","title":"arXiv preprint arXiv:2411.17465 (2024)","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2603.26266","last_updated":"2026-06-30T04:47:42Z","snapshot_observed_at":"2026-08-13T21:00:00.434745Z","submitted_at":"2026-03-27T10:33:08Z","title":"GUIDE: Resolving Domain Bias in GUI Agents through Real-Time Web Video Retrieval and Plug-and-Play Annotation","version":3},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-07-13T17:40:03.471339Z"},"links":{"cited_paper":"/paper/2411.17465","citing_paper":"/paper/2603.26266"},"observation_digest":"sha256:068e90f308b272680fa89f7635c3c0ba38cd27a59bbc9f02288cf4c9a4998759","observation_id":"d346d563-3f51-40b0-85a8-67c4c7a9f2db","resolution":{"observed_at":"2026-07-13T17:40:03.471339Z","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":"2026-07-13T17:40:03.471339Z","title":"arXiv preprint arXiv:2510.19488 (2025)","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2603.26266","last_updated":"2026-06-30T04:47:42Z","snapshot_observed_at":"2026-08-13T21:00:00.434745Z","submitted_at":"2026-03-27T10:33:08Z","title":"GUIDE: Resolving Domain Bias in GUI Agents through Real-Time Web Video Retrieval and Plug-and-Play Annotation","version":3},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-07-13T17:40:03.471339Z"},"links":{"citing_paper":"/paper/2603.26266"},"observation_digest":"sha256:8f5bab7f8c4c86506d1b0bda9d1dffadbd94a2f109ccda0533a67abcf1cd1c36","observation_id":"d238a930-e375-4e1e-8db7-6f2f38648743","resolution":{"observed_at":"2026-07-13T17:40:03.471339Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2408.00203","last_updated":"2024-08-01T00:00:43Z","snapshot_observed_at":"2026-08-16T13:29:22.634333Z","submitted_at":"2024-08-01T00:00:43Z","title":"OmniParser for Pure Vision Based GUI Agent","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2408.00203","snapshot_observed_at":"2026-07-13T17:40:03.471339Z","title":"arXiv preprint arXiv:2408.00203 (2024)","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2603.26266","last_updated":"2026-06-30T04:47:42Z","snapshot_observed_at":"2026-08-13T21:00:00.434745Z","submitted_at":"2026-03-27T10:33:08Z","title":"GUIDE: Resolving Domain Bias in GUI Agents through Real-Time Web Video Retrieval and Plug-and-Play Annotation","version":3},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-07-13T17:40:03.471339Z"},"links":{"cited_paper":"/paper/2408.00203","citing_paper":"/paper/2603.26266"},"observation_digest":"sha256:b71176662230b7f175e9c388e7d4f20fa33465aabb02c0fd9f260dc44b78352a","observation_id":"53357c99-c80c-4529-9cb9-2764ae76964c","resolution":{"observed_at":"2026-07-13T17:40:03.471339Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2410.21276","last_updated":"2024-10-25T17:43:01Z","snapshot_observed_at":"2026-08-15T14:02:47.366139Z","submitted_at":"2024-10-25T17:43:01Z","title":"GPT-4o System Card","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2410.21276","snapshot_observed_at":"2026-07-13T17:40:03.471339Z","title":"arXiv preprint arXiv:2410.21276 (2024)","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2603.26266","last_updated":"2026-06-30T04:47:42Z","snapshot_observed_at":"2026-08-13T21:00:00.434745Z","submitted_at":"2026-03-27T10:33:08Z","title":"GUIDE: Resolving Domain Bias in GUI Agents through Real-Time Web Video Retrieval and Plug-and-Play Annotation","version":3},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-07-13T17:40:03.471339Z"},"links":{"cited_paper":"/paper/2410.21276","citing_paper":"/paper/2603.26266"},"observation_digest":"sha256:36a73c8fc03a049bbb1420791932fcae8f5c4500020b62757917b124ea7e675c","observation_id":"e8e511e7-9480-44cc-8b86-344ed7bf68f1","resolution":{"observed_at":"2026-07-13T17:40:03.471339Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2601.03267","last_updated":"2026-05-01T23:55:43Z","snapshot_observed_at":"2026-08-15T00:17:32.875866Z","submitted_at":"2025-12-19T07:05:38Z","title":"OpenAI GPT-5 System Card","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2601.03267","snapshot_observed_at":"2026-07-13T17:40:03.471339Z","title":"arXiv preprint arXiv:2601.03267 (2025)","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2603.26266","last_updated":"2026-06-30T04:47:42Z","snapshot_observed_at":"2026-08-13T21:00:00.434745Z","submitted_at":"2026-03-27T10:33:08Z","title":"GUIDE: Resolving Domain Bias in GUI Agents through Real-Time Web Video Retrieval and Plug-and-Play Annotation","version":3},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-07-13T17:40:03.471339Z"},"links":{"cited_paper":"/paper/2601.03267","citing_paper":"/paper/2603.26266"},"observation_digest":"sha256:a76331899c6adde7f14eaa0a4f36ec5ce689c708210218edc0a746965facb872","observation_id":"9b8e4672-ee42-40ad-b18c-156bd9795826","resolution":{"observed_at":"2026-07-13T17:40:03.471339Z","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":"2026-07-13T17:40:03.471339Z","title":"ICML (2023)","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2603.26266","last_updated":"2026-06-30T04:47:42Z","snapshot_observed_at":"2026-08-13T21:00:00.434745Z","submitted_at":"2026-03-27T10:33:08Z","title":"GUIDE: Resolving Domain Bias in GUI Agents through Real-Time Web Video Retrieval and Plug-and-Play Annotation","version":3},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-07-13T17:40:03.471339Z"},"links":{"citing_paper":"/paper/2603.26266"},"observation_digest":"sha256:55118ac4757164aea485b71f7a02a1fb475249989ae3395ad84921e582494832","observation_id":"e7984501-3456-44d8-a1ba-8aa720412a01","resolution":{"observed_at":"2026-07-13T17:40:03.471339Z","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":"2026-07-13T17:40:03.471339Z","title":"NeurIPS (2023)","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2603.26266","last_updated":"2026-06-30T04:47:42Z","snapshot_observed_at":"2026-08-13T21:00:00.434745Z","submitted_at":"2026-03-27T10:33:08Z","title":"GUIDE: Resolving Domain Bias in GUI Agents through Real-Time Web Video Retrieval and Plug-and-Play Annotation","version":3},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-07-13T17:40:03.471339Z"},"links":{"citing_paper":"/paper/2603.26266"},"observation_digest":"sha256:ce2f01316b0fb897bf5006db643cb2d237d91ef6bfd7d28f6a73d019b06d7a97","observation_id":"783d8a23-090c-46b4-b89b-e06325b692c6","resolution":{"observed_at":"2026-07-13T17:40:03.471339Z","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":"2026-07-13T17:40:03.471339Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2603.26266","last_updated":"2026-06-30T04:47:42Z","snapshot_observed_at":"2026-08-13T21:00:00.434745Z","submitted_at":"2026-03-27T10:33:08Z","title":"GUIDE: Resolving Domain Bias in GUI Agents through Real-Time Web Video Retrieval and Plug-and-Play Annotation","version":3},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-07-13T17:40:03.471339Z"},"links":{"citing_paper":"/paper/2603.26266"},"observation_digest":"sha256:8a4c4409d530a318879ed499233484a48b50537f6fb5a49c069bad48487c1d05","observation_id":"3daf0c5e-8cbe-43f5-b87d-5a0c051c0f2c","resolution":{"observed_at":"2026-07-13T17:40:03.471339Z","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":"2026-07-13T17:40:03.471339Z","title":"NeurIPS (2024)","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2603.26266","last_updated":"2026-06-30T04:47:42Z","snapshot_observed_at":"2026-08-13T21:00:00.434745Z","submitted_at":"2026-03-27T10:33:08Z","title":"GUIDE: Resolving Domain Bias in GUI Agents through Real-Time Web Video Retrieval and Plug-and-Play Annotation","version":3},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-07-13T17:40:03.471339Z"},"links":{"citing_paper":"/paper/2603.26266"},"observation_digest":"sha256:8779e2c2674d9359db6800ee50565751aa62f5fe08615ee227b78507bc00be67","observation_id":"9ba130c3-3abd-4439-b00e-2666697dd8f6","resolution":{"observed_at":"2026-07-13T17:40:03.471339Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2502.17110","last_updated":"2025-06-03T08:37:03Z","snapshot_observed_at":"2026-08-17T00:47:19.926059Z","submitted_at":"2025-02-24T12:51:23Z","title":"Mobile-Agent-V: A Video-Guided Approach for Effortless and Efficient Operational Knowledge Injection in Mobile Automation","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2502.17110","snapshot_observed_at":"2026-07-13T17:40:03.471339Z","title":"arXiv preprint arXiv:2502.17110 (2025)","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2603.26266","last_updated":"2026-06-30T04:47:42Z","snapshot_observed_at":"2026-08-13T21:00:00.434745Z","submitted_at":"2026-03-27T10:33:08Z","title":"GUIDE: Resolving Domain Bias in GUI Agents through Real-Time Web Video Retrieval and Plug-and-Play Annotation","version":3},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-07-13T17:40:03.471339Z"},"links":{"cited_paper":"/paper/2502.17110","citing_paper":"/paper/2603.26266"},"observation_digest":"sha256:17514c9487bbbce89983aa113449ef893abc781152ccb5d2533133adff7c970a","observation_id":"6f60308a-6d85-4e5a-95d9-4b0970c77480","resolution":{"observed_at":"2026-07-13T17:40:03.471339Z","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":"2026-07-13T17:40:03.471339Z","title":"NeurIPS (2022)","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2603.26266","last_updated":"2026-06-30T04:47:42Z","snapshot_observed_at":"2026-08-13T21:00:00.434745Z","submitted_at":"2026-03-27T10:33:08Z","title":"GUIDE: Resolving Domain Bias in GUI Agents through Real-Time Web Video Retrieval and Plug-and-Play Annotation","version":3},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-07-13T17:40:03.471339Z"},"links":{"citing_paper":"/paper/2603.26266"},"observation_digest":"sha256:7e5d43798525bf7be8c7309d2de11659182ff50d07043373b5242f3f13fea00b","observation_id":"544bff0d-9ee6-44b4-a41c-e2684fe4fb8c","resolution":{"observed_at":"2026-07-13T17:40:03.471339Z","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":"2026-07-13T17:40:03.471339Z","title":"arXiv preprint arXiv:2505.13227 (2025)","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2603.26266","last_updated":"2026-06-30T04:47:42Z","snapshot_observed_at":"2026-08-13T21:00:00.434745Z","submitted_at":"2026-03-27T10:33:08Z","title":"GUIDE: Resolving Domain Bias in GUI Agents through Real-Time Web Video Retrieval and Plug-and-Play Annotation","version":3},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-07-13T17:40:03.471339Z"},"links":{"citing_paper":"/paper/2603.26266"},"observation_digest":"sha256:8883a688662bcd1926b31e02c2f00d23d03a4c76e91a237aad235098e2c75cf6","observation_id":"e2775fb4-64bc-4fb7-ab82-e88b24fcd7b7","resolution":{"observed_at":"2026-07-13T17:40:03.471339Z","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":"2026-07-13T17:40:03.471339Z","title":"NeurIPS (2024)","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2603.26266","last_updated":"2026-06-30T04:47:42Z","snapshot_observed_at":"2026-08-13T21:00:00.434745Z","submitted_at":"2026-03-27T10:33:08Z","title":"GUIDE: Resolving Domain Bias in GUI Agents through Real-Time Web Video Retrieval and Plug-and-Play Annotation","version":3},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-07-13T17:40:03.471339Z"},"links":{"citing_paper":"/paper/2603.26266"},"observation_digest":"sha256:37b7669ea43582804d3f610e0923f6f9fa4bb7f8dfd17c7c2a022922cba10ae7","observation_id":"3371fe17-a7a3-42cb-8c21-9b5118eca9a0","resolution":{"observed_at":"2026-07-13T17:40:03.471339Z","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":"2026-07-13T17:40:03.471339Z","title":"EMNLP (2025)","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2603.26266","last_updated":"2026-06-30T04:47:42Z","snapshot_observed_at":"2026-08-13T21:00:00.434745Z","submitted_at":"2026-03-27T10:33:08Z","title":"GUIDE: Resolving Domain Bias in GUI Agents through Real-Time Web Video Retrieval and Plug-and-Play Annotation","version":3},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-07-13T17:40:03.471339Z"},"links":{"citing_paper":"/paper/2603.26266"},"observation_digest":"sha256:f47a061dc57a4faffd8d64c9174fafe5e74d707b2c2fd9634bbc5d085a14309f","observation_id":"fc1ea37b-fa83-4fc2-9b42-bc6ee83c987d","resolution":{"observed_at":"2026-07-13T17:40:03.471339Z","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":"2026-07-13T17:40:03.471339Z","title":"arXiv preprint arXiv:2601.07779 (2026)","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2603.26266","last_updated":"2026-06-30T04:47:42Z","snapshot_observed_at":"2026-08-13T21:00:00.434745Z","submitted_at":"2026-03-27T10:33:08Z","title":"GUIDE: Resolving Domain Bias in GUI Agents through Real-Time Web Video Retrieval and Plug-and-Play Annotation","version":3},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-07-13T17:40:03.471339Z"},"links":{"citing_paper":"/paper/2603.26266"},"observation_digest":"sha256:8467218501c8918e10940183db646ad6d9bdf94a14f29de408554ad511b8c0fd","observation_id":"d4037f13-b731-4e31-9c08-5ee4703c8947","resolution":{"observed_at":"2026-07-13T17:40:03.471339Z","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":"2026-07-13T17:40:03.471339Z","title":"ICLR (2023)","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2603.26266","last_updated":"2026-06-30T04:47:42Z","snapshot_observed_at":"2026-08-13T21:00:00.434745Z","submitted_at":"2026-03-27T10:33:08Z","title":"GUIDE: Resolving Domain Bias in GUI Agents through Real-Time Web Video Retrieval and Plug-and-Play Annotation","version":3},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-07-13T17:40:03.471339Z"},"links":{"citing_paper":"/paper/2603.26266"},"observation_digest":"sha256:296729a12b6bd123672f7c601297baa02375b1460e3928921d6afe400d7b644c","observation_id":"2fb2b096-04b5-4acd-a58f-fbe7f0f32952","resolution":{"observed_at":"2026-07-13T17:40:03.471339Z","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":"2026-07-13T17:40:03.471339Z","title":"AAAI (2026)","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2603.26266","last_updated":"2026-06-30T04:47:42Z","snapshot_observed_at":"2026-08-13T21:00:00.434745Z","submitted_at":"2026-03-27T10:33:08Z","title":"GUIDE: Resolving Domain Bias in GUI Agents through Real-Time Web Video Retrieval and Plug-and-Play Annotation","version":3},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-07-13T17:40:03.471339Z"},"links":{"citing_paper":"/paper/2603.26266"},"observation_digest":"sha256:6ee4345fbcbeeed8dd94957080f4d089110343d20febd7527f6a47062a452d5c","observation_id":"d0c577f4-265a-447b-825e-06489629a05b","resolution":{"observed_at":"2026-07-13T17:40:03.471339Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2402.07939","last_updated":"2024-05-23T05:18:58Z","snapshot_observed_at":"2026-08-16T14:20:11.693247Z","submitted_at":"2024-02-08T15:40:35Z","title":"UFO: A UI-Focused Agent for Windows OS Interaction","version":5},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2402.07939","snapshot_observed_at":"2026-07-13T17:40:03.471339Z","title":"arXiv preprint arXiv:2402.07939 (2024)","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2603.26266","last_updated":"2026-06-30T04:47:42Z","snapshot_observed_at":"2026-08-13T21:00:00.434745Z","submitted_at":"2026-03-27T10:33:08Z","title":"GUIDE: Resolving Domain Bias in GUI Agents through Real-Time Web Video Retrieval and Plug-and-Play Annotation","version":3},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-07-13T17:40:03.471339Z"},"links":{"cited_paper":"/paper/2402.07939","citing_paper":"/paper/2603.26266"},"observation_digest":"sha256:068a2b9f6edf754b7ca89c25d58cdaf83404ca9321cd4a9edd875a42025b51d6","observation_id":"7cc0702e-d353-4d70-ae9e-a8930bbceea8","resolution":{"observed_at":"2026-07-13T17:40:03.471339Z","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":"2026-07-13T17:40:03.471339Z","title":"arXiv preprint arXiv:2601.07181 (2026)","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2603.26266","last_updated":"2026-06-30T04:47:42Z","snapshot_observed_at":"2026-08-13T21:00:00.434745Z","submitted_at":"2026-03-27T10:33:08Z","title":"GUIDE: Resolving Domain Bias in GUI Agents through Real-Time Web Video Retrieval and Plug-and-Play Annotation","version":3},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-07-13T17:40:03.471339Z"},"links":{"citing_paper":"/paper/2603.26266"},"observation_digest":"sha256:66d13c8e61478e02122c19fb6e5a3f5f75d736b92a7dbe7f7cd95b3e53af98a4","observation_id":"0f4b235d-c202-4dee-92c4-7ab61d7a40b4","resolution":{"observed_at":"2026-07-13T17:40:03.471339Z","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":"2026-07-13T17:40:03.471339Z","title":"ICPR (2004) GUIDE 17 A Prompt Structures for Agent Integration This appendix provides the full prompt structures used for injectingGuide knowledge into both integration modes","venue":null,"work_id":null,"year":2004},"citing_paper":{"arxiv_id":"2603.26266","last_updated":"2026-06-30T04:47:42Z","snapshot_observed_at":"2026-08-13T21:00:00.434745Z","submitted_at":"2026-03-27T10:33:08Z","title":"GUIDE: Resolving Domain Bias in GUI Agents through Real-Time Web Video Retrieval and Plug-and-Play Annotation","version":3},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-07-13T17:40:03.471339Z"},"links":{"citing_paper":"/paper/2603.26266"},"observation_digest":"sha256:0644e4ade8920332f52f568943650f0bbab4986ecace7ce8232a33e0c13396f5","observation_id":"3befea38-821b-4a50-b7c7-2125b342b501","resolution":{"observed_at":"2026-07-13T17:40:03.471339Z","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":"2026-07-13T17:40:03.471339Z","title":"Use the video planning to identify which stage of the workflow you are in and what to do next","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2603.26266","last_updated":"2026-06-30T04:47:42Z","snapshot_observed_at":"2026-08-13T21:00:00.434745Z","submitted_at":"2026-03-27T10:33:08Z","title":"GUIDE: Resolving Domain Bias in GUI Agents through Real-Time Web Video Retrieval and Plug-and-Play Annotation","version":3},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-07-13T17:40:03.471339Z"},"links":{"citing_paper":"/paper/2603.26266"},"observation_digest":"sha256:630baa7e6713b1a87d8b7a6a82c97edb484cded715a85bd49dbfe2e468c16eec","observation_id":"f300f990-178d-49d3-986f-2674a40ee38a","resolution":{"observed_at":"2026-07-13T17:40:03.471339Z","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":"2026-07-13T17:40:03.471339Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2603.26266","last_updated":"2026-06-30T04:47:42Z","snapshot_observed_at":"2026-08-13T21:00:00.434745Z","submitted_at":"2026-03-27T10:33:08Z","title":"GUIDE: Resolving Domain Bias in GUI Agents through Real-Time Web Video Retrieval and Plug-and-Play Annotation","version":3},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-07-13T17:40:03.471339Z"},"links":{"citing_paper":"/paper/2603.26266"},"observation_digest":"sha256:461cf9a70b11a2b640b94bb2075a493181c046d5a287e8deb5c13e0aff9edb8e","observation_id":"e02c1827-a784-45ee-8fa5-58b16e0e1843","resolution":{"observed_at":"2026-07-13T17:40:03.471339Z","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":"2026-07-13T17:40:03.471339Z","title":"name\": \"computer_use","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2603.26266","last_updated":"2026-06-30T04:47:42Z","snapshot_observed_at":"2026-08-13T21:00:00.434745Z","submitted_at":"2026-03-27T10:33:08Z","title":"GUIDE: Resolving Domain Bias in GUI Agents through Real-Time Web Video Retrieval and Plug-and-Play Annotation","version":3},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-07-13T17:40:03.471339Z"},"links":{"citing_paper":"/paper/2603.26266"},"observation_digest":"sha256:f3a7225d58fa26238b02e514a90288afa20a356e8a66561317c9d0d0b9017834","observation_id":"0b9971b7-1126-4ac7-942f-5fe18318b226","resolution":{"observed_at":"2026-07-13T17:40:03.471339Z","resolver_source":null,"status":"malformed_identifier"},"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":"2026-07-13T17:40:03.471339Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2603.26266","last_updated":"2026-06-30T04:47:42Z","snapshot_observed_at":"2026-08-13T21:00:00.434745Z","submitted_at":"2026-03-27T10:33:08Z","title":"GUIDE: Resolving Domain Bias in GUI Agents through Real-Time Web Video Retrieval and Plug-and-Play Annotation","version":3},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-07-13T17:40:03.471339Z"},"links":{"citing_paper":"/paper/2603.26266"},"observation_digest":"sha256:ce69d3ded0169ddceeda506be08fd4a32bb136e7716242988d7b372e484bec2c","observation_id":"a0fc99bd-3a99-42a9-9b7d-93553d0f9855","resolution":{"observed_at":"2026-07-13T17:40:03.471339Z","resolver_source":null,"status":"parse_uncertain"},"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":"2026-07-13T17:40:03.471339Z","title":"review X/Y ppi◀","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2603.26266","last_updated":"2026-06-30T04:47:42Z","snapshot_observed_at":"2026-08-13T21:00:00.434745Z","submitted_at":"2026-03-27T10:33:08Z","title":"GUIDE: Resolving Domain Bias in GUI Agents through Real-Time Web Video Retrieval and Plug-and-Play Annotation","version":3},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-07-13T17:40:03.471339Z"},"links":{"citing_paper":"/paper/2603.26266"},"observation_digest":"sha256:dc72e2e5283767329d3ba9d4d90328a15f60d98c808da1302fde5244ff25378c","observation_id":"f9737a09-5bb7-412e-9526-898023458c6e","resolution":{"observed_at":"2026-07-13T17:40:03.471339Z","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":"2026-07-13T17:40:03.471339Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2603.26266","last_updated":"2026-06-30T04:47:42Z","snapshot_observed_at":"2026-08-13T21:00:00.434745Z","submitted_at":"2026-03-27T10:33:08Z","title":"GUIDE: Resolving Domain Bias in GUI Agents through Real-Time Web Video Retrieval and Plug-and-Play Annotation","version":3},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-07-13T17:40:03.471339Z"},"links":{"citing_paper":"/paper/2603.26266"},"observation_digest":"sha256:fefbdf77af2ca00a406d7c59ba6683918ec29d05e864c3c0d6bcbf299c20be3c","observation_id":"577afe9f-7e37-4729-bab0-178badcab0a7","resolution":{"observed_at":"2026-07-13T17:40:03.471339Z","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":"2026-07-13T17:40:03.471339Z","title":"The user opens Image→Scale Image... review X/Yresolution... choose ppi","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2603.26266","last_updated":"2026-06-30T04:47:42Z","snapshot_observed_at":"2026-08-13T21:00:00.434745Z","submitted_at":"2026-03-27T10:33:08Z","title":"GUIDE: Resolving Domain Bias in GUI Agents through Real-Time Web Video Retrieval and Plug-and-Play Annotation","version":3},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-07-13T17:40:03.471339Z"},"links":{"citing_paper":"/paper/2603.26266"},"observation_digest":"sha256:a8157a32934cd82970e3a37ca081b68f3ed74ce2abe04231338593f4c08d3936","observation_id":"6cead1fd-1d9f-4860-9521-a0428bd55832","resolution":{"observed_at":"2026-07-13T17:40:03.471339Z","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":"2026-07-13T17:40:03.471339Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2603.26266","last_updated":"2026-06-30T04:47:42Z","snapshot_observed_at":"2026-08-13T21:00:00.434745Z","submitted_at":"2026-03-27T10:33:08Z","title":"GUIDE: Resolving Domain Bias in GUI Agents through Real-Time Web Video Retrieval and Plug-and-Play Annotation","version":3},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-07-13T17:40:03.471339Z"},"links":{"citing_paper":"/paper/2603.26266"},"observation_digest":"sha256:777707423349bc840048bf6f80b78b93a1f2de6a0b546e5fb6352539d5638046","observation_id":"a2c1c416-22f5-4c9f-9955-ca1648ea8eed","resolution":{"observed_at":"2026-07-13T17:40:03.471339Z","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":"2026-07-13T17:40:03.471339Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2603.26266","last_updated":"2026-06-30T04:47:42Z","snapshot_observed_at":"2026-08-13T21:00:00.434745Z","submitted_at":"2026-03-27T10:33:08Z","title":"GUIDE: Resolving Domain Bias in GUI Agents through Real-Time Web Video Retrieval and Plug-and-Play Annotation","version":3},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-07-13T17:40:03.471339Z"},"links":{"citing_paper":"/paper/2603.26266"},"observation_digest":"sha256:3999774ae150cdb364e784700967fee8f0b343fedc06359a853f8fda6709f10a","observation_id":"16572779-cdb3-40fd-950c-037391dd3a70","resolution":{"observed_at":"2026-07-13T17:40:03.471339Z","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":"2026-07-13T17:40:03.471339Z","title":"Open Image","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2603.26266","last_updated":"2026-06-30T04:47:42Z","snapshot_observed_at":"2026-08-13T21:00:00.434745Z","submitted_at":"2026-03-27T10:33:08Z","title":"GUIDE: Resolving Domain Bias in GUI Agents through Real-Time Web Video Retrieval and Plug-and-Play Annotation","version":3},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-07-13T17:40:03.471339Z"},"links":{"citing_paper":"/paper/2603.26266"},"observation_digest":"sha256:b712e433f58605fd52fdd16574627a4bf223bca366d5acb9508365bcf09b5841","observation_id":"8b4e330f-2129-4202-bd86-3d0a6a3a1069","resolution":{"observed_at":"2026-07-13T17:40:03.471339Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2603.26266","last_updated":"2026-06-30T04:47:42Z","latest_version":3,"primary_category":"cs.AI","snapshot_observed_at":"2026-08-13T21:00:00.434745Z","submitted_at":"2026-03-27T10:33:08Z","title":"GUIDE: Resolving Domain Bias in GUI Agents through Real-Time Web Video Retrieval and Plug-and-Play Annotation"},"reference_resolution":{"displayed":44,"state_counts":{"malformed_identifier":1,"metadata_mismatch":0,"parse_uncertain":1,"unresolved":42,"verified_exact":0,"verified_fuzzy":0},"total_outbound_references":44},"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":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+00:00","source":"retraction_watch"}],"thesis":"As of 17 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 0 inbound Pith citation observations for arXiv:2603.26266."}