{"as_of":"2026-08-11T12:37:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:ced0fb343653a636a7ebd9e4f72775aca7e7b205e56fba3f3922cd601e0a5b0a","coverage":[{"denominator":92,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":92,"source":"paper_references, paper_reference_links","source_observed_at":"2026-07-13T06:45:27.857034Z","state":"measured"},{"denominator":92,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":92,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-11T06:34:44.6726+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/2607.07361/citation-record","integrity":"/paper/2607.07361/integrity","json":"/paper/2607.07361/citation-record.json","paper":"/paper/2607.07361"},"outbound":[{"citation":{"cited_paper":{"arxiv_id":"2502.13923","last_updated":"2025-02-19T18:00:14Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2025-02-19T18:00:14Z","title":"Qwen2.5-VL Technical Report","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2502.13923","snapshot_observed_at":"2026-07-13T06:45:27.857034Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":2,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"cited_paper":"/paper/2502.13923","citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:b501aa725883dbfa68310b01cc1a878d0adcf937bec20f188ed822d935699c51","observation_id":"697ed19c-8e6a-4887-945f-795f6ac4f9e7","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","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":"2026-07-13T06:45:27.857034Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":4,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:3710f7a6edb754594bda93f6b1165de43fbca30a1c13022bf94b9a2c07269b94","observation_id":"35380909-e98e-4c95-ba59-70c437e5ea50","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","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":"2026-07-13T06:45:27.857034Z","title":"P.; and Press, C","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":6,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:b4cadba76c80d1552dbecee5a6267012e694181f879dca5f5759f177fd6f2790","observation_id":"a96f85ab-6e16-4748-b3b7-9aee3930f9c3","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","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":"2026-07-13T06:45:27.857034Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":7,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:0f3388fe49eb1fef9fc49379b0692646a5ae465467607b1b520651f78655397f","observation_id":"3cf0976e-ef6f-4f93-ac3f-24e9e4f71c98","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","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":"2026-07-13T06:45:27.857034Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":10,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:569ca832bd819fcebfc5460f65217e358655a0715e79558a61910af34c217919","observation_id":"a2226c30-41a4-4181-9c55-ec3c3ef0a534","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","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":"2026-07-13T06:45:27.857034Z","title":null,"venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":11,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:d23eb34dd6924ea09a6b50275e84acbc7994f74e906d1fd6358150b0c788d543","observation_id":"a81b217f-7b49-461a-9d55-2763d2aea05e","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","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":"2026-07-13T06:45:27.857034Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":12,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:e4e3b653497fdd349a520f7f785cfba749eeaaeaaae8083f86b15e1c563ced12","observation_id":"cb3bee3b-66ca-44fd-89fe-ca6fdcb0495f","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","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":"2026-07-13T06:45:27.857034Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":13,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:c61f5a768af411e74a1c2d3d3c9dcb3eef79c253a81876e0a80097d94987a151","observation_id":"ea94fe92-8b74-4707-a712-d0b918bad3a1","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","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":"2026-07-13T06:45:27.857034Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":18,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:135100a38d9ca136a7cdd45e0dfc1c0275164071aadcb5f018d6da4a12767658","observation_id":"0e085205-a559-4b00-a22f-557045ec4646","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","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":"2026-07-13T06:45:27.857034Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":19,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:64795af325d130c49d77c8e0e93b1325f47582b9e8db537d1eaf2b283fd01301","observation_id":"969c6d32-82a0-4812-86b6-dad4b0a3dd43","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","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":"2026-07-13T06:45:27.857034Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":20,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:45a3e905d5205c19e152fd78d3aa7134a35c889f2dd49fa1a9e205c562911316","observation_id":"31172a36-ee42-466e-abf1-6f9a620d0386","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","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":"2026-07-13T06:45:27.857034Z","title":null,"venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":21,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:0c85525127355c35b479bc244bc643987e989f083eb379560ffea8a5aa268820","observation_id":"4baf1b7f-d495-48dc-9103-b213e01a464c","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","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":"2026-07-13T06:45:27.857034Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":22,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:e60667cc0cd033489ef01b1666d4952591ff5f8e74e9dea2d462dbc56adedad9","observation_id":"71c094c1-0028-4e5d-8090-c5dad42f335e","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","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":"2026-07-13T06:45:27.857034Z","title":"V.; He, C.; and Wu, L","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":23,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:d9e40f8fb5c82ed97da2901d545b883443596388cb518dd01f78c982ee5d269a","observation_id":"44620395-7c0f-4cc8-99cd-e1b5989158a1","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","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":"2026-07-13T06:45:27.857034Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":24,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:83145ebd59dc9b68a8f3e46fc79bb09e870f9c894279146a25a54dd507341481","observation_id":"90c28977-67fa-43cc-a403-0a4768add53e","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","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":"2026-07-13T06:45:27.857034Z","title":"B.; and Eldar, E","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":25,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:e74599354563bc2f0dd5e712870b1f9cf05d1f73cff7527e5e54b90e44cb6724","observation_id":"3f16a7eb-92cb-47f4-a7e0-99f3ec44ff9d","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","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":"2026-07-13T06:45:27.857034Z","title":null,"venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":30,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:300edbf41dae07986aa5dbd5398c3d15c89ad62359109e798a7da627aed70efa","observation_id":"746a3de2-44b2-46aa-9083-27c537ac930e","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","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":"2026-07-13T06:45:27.857034Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":31,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:bc651af82ee0bc4113f1a2c79dfe1c4aa7f4dc28f051e638fb2fadae2ee4c730","observation_id":"cac94a3e-c83e-4a52-9aa2-2cc3f54a8819","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","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":"2026-07-13T06:45:27.857034Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":33,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:0822a410cbc13509080ffb3eca26132d7c06704e5fb4529c18d9c7a8fc5934e1","observation_id":"3131ee8d-e63e-4810-97a5-90fadfaeaba3","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","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":"2026-07-13T06:45:27.857034Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":35,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:3dcc4d2b3f5cdb19384b8fa7a117bce289657ee3667be660db18de374d5e86d2","observation_id":"2750fb55-b8e5-4c24-b731-05b75d43715c","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","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":"2026-07-13T06:45:27.857034Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":40,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:4772126609c62b6e654b8f8b5f18dcc3d30c715c939fe70fb12845cb178027e2","observation_id":"d5692f0c-b460-4225-a2ab-b7bca61330e1","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","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":"2026-07-13T06:45:27.857034Z","title":null,"venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":41,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:dbc1d240eba5e107f2f4c90021b52589c1b9325077cd5738c2457a4c4ead676f","observation_id":"7bcfc967-b90e-4362-ad2d-aeabbf335917","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","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":"2026-07-13T06:45:27.857034Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":42,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:b7c6e8c4dc408ac606903b4b875bc037432889ce80dea67b2539513f3765c95a","observation_id":"25f4e88c-7ddd-4796-8d0a-f1c93de87503","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","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":"2026-07-13T06:45:27.857034Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":45,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:c1cd852d95abf5fb832dbc8a1cc26afb2b05aa2b617a48c5b8c85140050d8a93","observation_id":"0673b10e-6a8c-4125-ba53-8560d1613fe6","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","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":"2026-07-13T06:45:27.857034Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":46,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:d124798732aecc9a0eee4b52862dd127eb8597ec1e7c9d200373f8a0abaf3c29","observation_id":"2c2475ea-4c08-47d5-b606-ba250e7b5183","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","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":"2026-07-13T06:45:27.857034Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":47,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:d9852c1902d46f1ebf4b08c5055f2e37b84f2c1fe01500e56bd991d5ce501a48","observation_id":"9ffd1c8c-b7f8-4f3f-8142-549ac5ffa0cc","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","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":"2026-07-13T06:45:27.857034Z","title":"Communication, Simulation, and Intelligent Agents: Implications of Personal Intelligent Machines for Medical Education","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":52,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:2634ad33bc04646b4a22800e9a3e7817aae9d6a30a59defad3b612af6748b8bb","observation_id":"045589b1-cc8e-4b80-a662-31893135d918","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","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":"2026-07-13T06:45:27.857034Z","title":"Classification Problem Solving","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":53,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:bdb78665354ecdbaeb2557f1507ba4dea6ac6c43ceee9eb1d024f61e97aa0627","observation_id":"2d8a15b7-724e-4f41-920f-270a0249b3d1","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","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":"2026-07-13T06:45:27.857034Z","title":", title =","venue":null,"work_id":null,"year":1980},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":54,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:b7d1ba1e5d5acedbe375cf0f6ff4c72dd4745745af245217c47aaea88a6cc141","observation_id":"73dbe357-a7b2-499b-afed-11a15f353b9e","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","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":"2026-07-13T06:45:27.857034Z","title":"New Ways to Make Microcircuits Smaller---Duplicate Entry","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":55,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:50f8c24ee36c57a4e53c87b5e327f11345208dfea465c44591052564e40afd98","observation_id":"2389e854-8548-4b17-9f11-b7e49627dafb","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","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":"2026-07-13T06:45:27.857034Z","title":"Clancey and Glenn Rennels , abstract =","venue":null,"work_id":null,"year":1984},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":56,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:6833e894363ef09631c28c8c7c2478c35b50f930b95f42f85e0914afc9febff5","observation_id":"a33646e0-c71d-4215-b3c6-7dee3b524aa7","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","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":"2026-07-13T06:45:27.857034Z","title":"and Rennels, Glenn R","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":57,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:4e025634d5b8396c61c36e606920c8d7584946a072edd8119b38fd4a1f4c4de8","observation_id":"6404406d-5ed8-43ca-bb10-0415971cfb61","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","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":"2026-07-13T06:45:27.857034Z","title":"Poligon: A System for Parallel Problem Solving","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":58,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:a8cb6d2df2841b4045c2076f2b356caf35aab76532b2fc9d0ab122d02a1ffc92","observation_id":"2a01e18e-967e-467a-aa1a-237df00c5ae1","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","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":"2026-07-13T06:45:27.857034Z","title":"Transfer of Rule-Based Expertise through a Tutorial Dialogue","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":59,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:fc5f12565259415c243dd7c84dbdad932298522a2c2886c9de9f078be03e677c","observation_id":"8d3a0327-6dfd-4409-b022-fc485c95f0d1","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","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":"2026-07-13T06:45:27.857034Z","title":"The Engineering of Qualitative Models","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":60,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:5027781395b2d003530d6c7f8938eee541023669db87455e431f04ca64176621","observation_id":"2a0f6b17-67db-48bf-b84d-030458c962bc","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","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":"2026-07-13T06:45:27.857034Z","title":"2023 , eprint=","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":61,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:ea89b07f413fbf1f3080c3fe976a1bbc90ca3642886a6f7682eb70149a709a58","observation_id":"69f1e69f-c3b5-4b81-af01-db8182c94ca2","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","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":"2026-07-13T06:45:27.857034Z","title":"Pluto: The 'Other' Red Planet","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":62,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:adf43df4fa2cc656f8f149f81b246fe6d7b81dbdc327a897fe4dc62b822a9012","observation_id":"bcf965f5-0eae-4c26-9acc-3b1f694a921f","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","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":"2026-07-13T06:45:27.857034Z","title":"Nature , volume=","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":63,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:bd486b41231ed214d21c46a46b7e1c232365cecf3d6ff2d6c43cec81c89b84d7","observation_id":"6adf9c3e-fcd9-4ea4-88b6-9baabe4d340c","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","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":"2026-07-13T06:45:27.857034Z","title":"Science , volume=","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":64,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:29b184323554a05b3996479c13987277a4b05ecb870ef95c435c00a168999330","observation_id":"0719bf17-27f5-45a6-8a55-889ade0fa52d","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","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":"2026-07-13T06:45:27.857034Z","title":"Neuron , volume=","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":65,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:770f319e0b37600dc61ffc8f2d0e876d97f00b88035e593793d64c1353d48383","observation_id":"77d6be1e-7d7f-4734-9093-cd5aec6e7e1d","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","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":"2026-07-13T06:45:27.857034Z","title":"Forward and backward prediction in learning and perception , journal =","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":66,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:3d0e09173e65cf6944534047e32ec1a2bb56b7a1f4105610bfd9f2de5cd56801","observation_id":"0e4d2310-987a-42fe-86b6-9b56ff5edf90","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","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":"2026-07-13T06:45:27.857034Z","title":"Nature human behaviour , volume=","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":67,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:81a3cf04f89ba5f9edbca7d92a511be51c4c546e4f5a4fc7ae6a2c2ea5a7d1ee","observation_id":"b6b9daf7-a4ba-4be0-ad23-f3858f2c4329","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","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":"2026-07-13T06:45:27.857034Z","title":"Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":68,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:665fd1949ca9a9eea2d3b8f388e6d3ca230a79e3c4165cb4478329edcfcd7f57","observation_id":"40f6dac7-55b0-46fe-9bd2-3d3dceb34871","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","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":"2026-07-13T06:45:27.857034Z","title":"GitHub repository , howpublished =","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":69,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:3dab16404e494abe5881a23f9136ee6a8b42ed9ff6e1514409efdc8f1c86bfd1","observation_id":"05a9263d-efbd-4657-8052-4f0a0a6c2e9d","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","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":"2026-07-13T06:45:27.857034Z","title":"2025 , howpublished=","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":70,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:f5fde01b464daee7669859078eda3be90937d97d6f61c29c1f67995f3fe03447","observation_id":"e1b593d4-ae04-49c4-b2a6-c75b9633bfd0","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","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":"2026-07-13T06:45:27.857034Z","title":"2025 , howpublished=","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":71,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:c0baf421d638158a8722092b8ed8ca87ff4c25d312bad56ee9459f154543fe00","observation_id":"55896e37-c61e-4367-9253-74a1ba169192","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2602.02276","last_updated":"2026-02-02T16:17:38Z","snapshot_observed_at":"2026-07-06T22:44:09.804048Z","submitted_at":"2026-02-02T16:17:38Z","title":"Kimi K2.5: Visual Agentic Intelligence","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2602.02276","snapshot_observed_at":"2026-07-13T06:45:27.857034Z","title":"5: Visual Agentic Intelligence , author=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":72,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"cited_paper":"/paper/2602.02276","citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:9f161b9c69d718cd9a684b391e946af64e1abf66d87b8b0d1ae16affc922f223","observation_id":"7cf5f3bd-aa6a-489d-9463-0dc622d966a4","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","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":"2026-07-13T06:45:27.857034Z","title":"arXiv preprint arXiv:2601.19798 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":73,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:ea99b4355c3a8cd5475bba8dd72383b9d5d939286e2319701423a6983a57c9c6","observation_id":"627f251b-b7b0-4a0e-a681-1629d9cb96a4","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","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":"2026-07-13T06:45:27.857034Z","title":"arXiv preprint arXiv:2602.11858 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":74,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:f021bc32f99bb20306b0c0fc40116dcda15c7ee94143ceb6991a3bf3601c4360","observation_id":"14309776-d83e-4aa5-aaaf-60f05eef3f56","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2508.18265","last_updated":"2025-08-27T14:39:45Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","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":"2026-07-13T06:45:27.857034Z","title":"5: Advancing open-source multimodal models in versatility, reasoning, and efficiency , author=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":75,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"cited_paper":"/paper/2508.18265","citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:51cf8d97d08a46aca436d8ebe1fb371bb5d9efee678fc52cecbb402efc4f4d45","observation_id":"be0ecc40-e6c9-469e-80bb-b48e50e2b38a","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","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":"2026-07-13T06:45:27.857034Z","title":"Proceedings of the AAAI Conference on Artificial Intelligence , volume=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":76,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:b0ddc5e6abbd93fdea32b62ae93dcb031c1d467aaa5858be5be5fa2af6234cc9","observation_id":"f69ef909-2419-452b-b267-03b241e58149","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","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":"2026-07-13T06:45:27.857034Z","title":"Mulberry: Empowering MLLM with o1-like Reasoning and Reflection via Collective Monte Carlo Tree Search , volume =","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":77,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:1abe4b23d38482077892e7e71e33739d2325acb4ed64311ef5a0e3fda1142279","observation_id":"f8b215d2-65c0-4100-aa3e-9d12d3dbb164","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","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":"2026-07-13T06:45:27.857034Z","title":"Look Again, Think Slowly: Enhancing Visual Reflection in Vision-Language Models","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":78,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:f5b5951edd65b244caab56e1146080ad3045a159eadd2876896bae6aea27f2c4","observation_id":"9b27179b-8871-48c9-a09d-afd530465aa1","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2602.18746","last_updated":"2026-06-16T03:12:38Z","snapshot_observed_at":"2026-08-02T21:56:22.978999Z","submitted_at":"2026-02-21T07:56:59Z","title":"Bridging Modality Disconnect in Self-Reflection via Closed-Loop Visually Grounded Verification","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2602.18746","snapshot_observed_at":"2026-07-13T06:45:27.857034Z","title":"arXiv preprint arXiv:2602.18746 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":79,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"cited_paper":"/paper/2602.18746","citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:e33a2dbf96d6613164b0147c66b272f64b9290fd32d5b4cd462b4f34237146e6","observation_id":"6bb7f9b9-9a5f-4bb3-84a4-ec470cb8851a","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","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":"2026-07-13T06:45:27.857034Z","title":"arXiv preprint arXiv:2602.13949 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":80,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:9af302823437d45e0707fa0a2ad9aef42c8894a8530a7be87fc567f57f8cf007","observation_id":"0623aa88-bf47-4a6d-a150-8d385d75c5e4","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","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":"2026-07-13T06:45:27.857034Z","title":"Sherlock: Self-Correcting Reasoning in Vision-Language Models , volume =","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":81,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:4fe74d2f762338fef5b843f54db0075f52e0d30de996379d7eb149e677565cb7","observation_id":"dcd471f3-0b09-477e-868f-9dd003cfcfb5","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2501.04519","last_updated":"2025-01-08T14:12:57Z","snapshot_observed_at":"2026-08-11T09:20:49.313562Z","submitted_at":"2025-01-08T14:12:57Z","title":"rStar-Math: Small LLMs Can Master Math Reasoning with Self-Evolved Deep Thinking","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2501.04519","snapshot_observed_at":"2026-07-13T06:45:27.857034Z","title":"arXiv preprint arXiv:2501.04519 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":82,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"cited_paper":"/paper/2501.04519","citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:a2fd309e6205191dd11c0ee86f16b23f20417ff699a1bf30e1c00c02f8a51a36","observation_id":"421702d2-cad1-4a9a-a6d9-79b750f1b9e4","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2504.02902","last_updated":"2025-04-03T04:39:54Z","snapshot_observed_at":"2026-08-07T16:12:37.144625Z","submitted_at":"2025-04-03T04:39:54Z","title":"Beyond Accuracy: The Role of Calibration in Self-Improving Large Language Models","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2504.02902","snapshot_observed_at":"2026-07-13T06:45:27.857034Z","title":"arXiv preprint arXiv:2504.02902 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":83,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"cited_paper":"/paper/2504.02902","citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:927f42d748a4e01b9cfd7220913f98d8839591c98f6b7e6649c81416a8a56387","observation_id":"e0d56e2d-f2d8-4cce-a78c-fad51a8413e9","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","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":"2026-07-13T06:45:27.857034Z","title":"S ^2 R : Teaching LLM s to Self-verify and Self-correct via Reinforcement Learning","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":84,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:e82457be165a406003125bd60da45f2164806f04840a5a07d3f447dd6348e724","observation_id":"eb73e9ee-7077-49f7-a54b-95a4767dbced","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2501.11425","last_updated":"2025-03-24T10:18:56Z","snapshot_observed_at":"2026-08-10T18:14:26.500119Z","submitted_at":"2025-01-20T11:46:04Z","title":"Agent-R: Training Language Model Agents to Reflect via Iterative Self-Training","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2501.11425","snapshot_observed_at":"2026-07-13T06:45:27.857034Z","title":"arXiv preprint arXiv:2501.11425 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":85,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"cited_paper":"/paper/2501.11425","citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:da8d761f00d0d68d6e3a6687bb580fa03508a3f1917f8c7d9995e1bfad76e012","observation_id":"92210d39-2e0c-402e-acb5-0ec6fe9095ca","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","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":"2026-07-13T06:45:27.857034Z","title":"Vicky and He, Conghui and Wu, Lijun","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":86,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:024a05706e3cc4d73e4b8e1a5ad9743ff0648f915f4c300101e483eb3e42985d","observation_id":"56b9528a-ad32-409e-8675-33b549a9d99c","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","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":"2026-07-13T06:45:27.857034Z","title":"Understanding the Dark Side of LLM s' Intrinsic Self-Correction","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":87,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:42d0e0bdf2fa40d143f7c936444dcbf073796b88eb08b9c5e59b7409c4d27ab9","observation_id":"e5ffec4e-c445-47d3-badb-aec315f99708","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"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":"2026-07-13T06:45:27.857034Z","title":"arXiv preprint arXiv:2507.06261 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":88,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"cited_paper":"/paper/2507.06261","citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:17876c8d870953647678402d2ee60a7cd6eacd06e3d859cc2f774d8211c13137","observation_id":"a9f11c19-8579-4ced-8e29-5b8069ec9451","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","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":"2026-08-02T10:52:10.211700Z","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":"2026-07-13T06:45:27.857034Z","title":"arXiv preprint arXiv:2601.03267 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":89,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"cited_paper":"/paper/2601.03267","citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:7e6bfd7e2423769e03977b05ccba383fec3919f86896e9920edf9bc9b3088b62","observation_id":"c1f6c0d7-b8c9-4d7e-9153-a16a11d48326","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","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":"2026-07-06T02:11:23.670680Z","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":"2026-07-13T06:45:27.857034Z","title":"arXiv preprint arXiv:2410.21276 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":90,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"cited_paper":"/paper/2410.21276","citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:463547ec831fa2d2e1ae462ecaeb7abce0f0cfe81a35c839098829a34601552d","observation_id":"25fdc7b9-3840-469a-bdd6-925fe3d37905","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2511.05271","last_updated":"2026-03-11T08:46:41Z","snapshot_observed_at":"2026-07-06T22:35:13.699594Z","submitted_at":"2025-11-07T14:31:20Z","title":"DeepEyesV2: Toward Agentic Multimodal Model","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2511.05271","snapshot_observed_at":"2026-07-13T06:45:27.857034Z","title":"arXiv preprint arXiv:2511.05271 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":91,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"cited_paper":"/paper/2511.05271","citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:bca246ec8322f813e01e34d6b02732df03327032873492a03a73533a8c2d06cb","observation_id":"4e82e5aa-6900-42f4-97d5-a9f5bafba2b3","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2505.14362","last_updated":"2026-03-01T04:59:56Z","snapshot_observed_at":"2026-08-02T12:23:34.946873Z","submitted_at":"2025-05-20T13:48:11Z","title":"DeepEyes: Incentivizing \"Thinking with Images\" via Reinforcement Learning","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2505.14362","snapshot_observed_at":"2026-07-13T06:45:27.857034Z","title":"thinking with images","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":92,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"cited_paper":"/paper/2505.14362","citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:583fb77dde64bcdb6a64bf29d6eb2c79fded845b5da33b7badd91e68e2bb6fc4","observation_id":"eb834df4-c2b9-43c1-a164-741ed0cd660f","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","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":"2026-07-13T06:45:27.857034Z","title":"arXiv preprint arXiv:2603.14117 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":93,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:7d556fbc2f1dde733afdd74909f57644cfd6422cfe690546a20571a86c46b9c5","observation_id":"88a8fe1e-556b-42cf-b0d2-9ff54bc91e39","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","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":"2026-07-13T06:45:27.857034Z","title":"arXiv preprint arXiv:2602.14482 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":94,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:e2efc579c77023445f5efd63e490383f912c50acf8f8fe8d3b2512ffdd9b1600","observation_id":"e298ae40-4064-42a5-aea8-a2b46b5d03be","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","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":"2026-07-13T06:45:27.857034Z","title":"arXiv preprint arXiv:2507.07999 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":95,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:de06cc4fac9e0744f6307e4feb3832f931a5dfff81a691dc194b366e96eef897","observation_id":"933de522-4de4-4647-9b1d-c927287cbd16","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2508.11630","last_updated":"2025-08-15T17:59:49Z","snapshot_observed_at":"2026-08-03T04:02:35.392835Z","submitted_at":"2025-08-15T17:59:49Z","title":"Thyme: Think Beyond Images","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2508.11630","snapshot_observed_at":"2026-07-13T06:45:27.857034Z","title":"arXiv preprint arXiv:2508.11630 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":96,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"cited_paper":"/paper/2508.11630","citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:ee10950ec224bbf2fa3a896bf186adbfa182fdbda533f213fcc0333bbc82c429","observation_id":"a516e295-e227-4eaa-bd61-22258920cbf1","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2505.15966","last_updated":"2025-10-24T09:35:22Z","snapshot_observed_at":"2026-07-06T21:28:06.120576Z","submitted_at":"2025-05-21T19:35:08Z","title":"Pixel Reasoner: Incentivizing Pixel-Space Reasoning with Curiosity-Driven Reinforcement Learning","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2505.15966","snapshot_observed_at":"2026-07-13T06:45:27.857034Z","title":"arXiv preprint arXiv:2505.15966 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":97,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"cited_paper":"/paper/2505.15966","citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:d8e2c3836b2081d5ce7dcc9d2425d471db129ba859f885315679e1d75961286d","observation_id":"57be30c9-e6bb-426e-91ca-4390e208ac71","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2604.03307","last_updated":"2026-04-16T08:04:16Z","snapshot_observed_at":"2026-08-11T05:10:49.289444Z","submitted_at":"2026-03-31T03:57:56Z","title":"V-Reflection: Transforming MLLMs from Passive Observers to Active Interrogators","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2604.03307","snapshot_observed_at":"2026-07-13T06:45:27.857034Z","title":"arXiv preprint arXiv:2604.03307 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":98,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"cited_paper":"/paper/2604.03307","citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:894d17712b66d01a7e5fc5ee450cfa5a3798495ad2e239e8f292882212b9b1de","observation_id":"0276d545-cc89-4624-9e14-bdd0a3a33304","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","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":"2026-07-13T06:45:27.857034Z","title":"Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) , month =","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":99,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:78a7cf66766fa1425aa29f6c997a39167066e578223628765fe806ca1c6a4585","observation_id":"9e6898a6-45fd-4a70-abb6-39a7c57db4b1","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","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":"2026-07-13T06:45:27.857034Z","title":"Proceedings of the AAAI Conference on Artificial Intelligence , volume=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":100,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:db593a2981e0da2af079720e601bfcbaa8ab42a8ba6d8f9e18c47eeaded7a4df","observation_id":"5f948f09-4ffe-4d60-906e-5d8bc88e5a6a","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","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":"2026-07-13T06:45:27.857034Z","title":"MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans? , url =","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":101,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:58fc0695b9f1f9d678c4c57d7468562f3b5d82fc33ce6f4ee1e17bd735ded786","observation_id":"daf80571-2f09-4d59-a703-620767edf5c0","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","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":"2026-07-13T06:45:27.857034Z","title":"Are We on the Right Way for Evaluating Large Vision-Language Models? , volume =","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":102,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:1906329d9a82dc4489a57695a6e19bbcf813954aca9ef6c70fcc14325c897423","observation_id":"a01699c6-0917-46cb-ae43-60f7ade47ac1","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","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":"2026-07-13T06:45:27.857034Z","title":"We-Math: Does Your Large Multimodal Model Achieve Human-like Mathematical Reasoning?","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":103,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:5b081ae76635f944a8b9b51ea375faa0427169cd8fec1422730bb52848b3dd0d","observation_id":"a9548a29-2bb6-4546-91bd-67f29ea633b5","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","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":"2026-07-13T06:45:27.857034Z","title":"MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts , volume =","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":104,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:3fb969f04873c0143d65f8707a7ee884ff394b5ce4958537b9bfadcae206b905","observation_id":"ced1ce74-95fd-4285-bddf-3cb6773ab4c0","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","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":"2026-07-13T06:45:27.857034Z","title":"MATHVERSE: Does Your Multi-modal LLM Truly See the Diagrams in Visual Math Problems?","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":105,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:83d8041544ddded4964761cc4e1f20b00d8b2152396dbdfdaa3bcf3506d0b298","observation_id":"adc3d64e-27e1-4319-847a-b030789dc4fb","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2412.16720","last_updated":"2026-04-30T02:46:40Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2024-12-21T18:04:31Z","title":"OpenAI o1 System Card","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.16720","snapshot_observed_at":"2026-07-13T06:45:27.857034Z","title":"arXiv preprint arXiv:2412.16720 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":106,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"cited_paper":"/paper/2412.16720","citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:e83f15479383e6fd4b6220ff461b995d3ef39fb963f1404dc2d48b380431069a","observation_id":"095fd4e9-45a7-4759-8439-361cee520a1a","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","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":"2026-07-13T06:45:27.857034Z","title":"2024 , howpublished =","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":107,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:6343df4b33faa9943b6f42afa31f1fc9ac841a5f565578c8ac8681474a9eca1e","observation_id":"df7a32c5-f84e-425b-bd7d-23fad1bed749","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2602.08503","last_updated":"2026-06-04T07:08:18Z","snapshot_observed_at":"2026-08-08T03:26:45.601937Z","submitted_at":"2026-02-09T10:55:13Z","title":"Learning Self-Correction in Vision-Language Models via Rollout Augmentation","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2602.08503","snapshot_observed_at":"2026-07-13T06:45:27.857034Z","title":"arXiv preprint arXiv:2602.08503 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":108,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"cited_paper":"/paper/2602.08503","citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:8bc6fc00eeeb8b7b84e4dca92dc77426352b41a26ccd1531fbc0edcf45b61c5c","observation_id":"5090e2b1-e65a-45bb-94b1-ff5bb52dd9a7","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2503.06749","last_updated":"2026-02-28T21:10:52Z","snapshot_observed_at":"2026-08-07T18:44:26.813869Z","submitted_at":"2025-03-09T20:06:45Z","title":"Vision-R1: Incentivizing Reasoning Capability in Multimodal Large Language Models","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2503.06749","snapshot_observed_at":"2026-07-13T06:45:27.857034Z","title":"arXiv preprint arXiv:2503.06749 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":109,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"cited_paper":"/paper/2503.06749","citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:fef5c8ba9adb5e0f662b2129d0f08c8c5b3b3dda1eb1d6842cdce46f1b987979","observation_id":"f1d1935a-88bd-43cc-8e4b-cd32e09b1cd6","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2504.11468","last_updated":"2025-04-10T16:54:05Z","snapshot_observed_at":"2026-08-05T02:57:13.928237Z","submitted_at":"2025-04-10T16:54:05Z","title":"SFT or RL? An Early Investigation into Training R1-Like Reasoning Large Vision-Language Models","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2504.11468","snapshot_observed_at":"2026-07-13T06:45:27.857034Z","title":"arXiv preprint arXiv:2504.11468 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":110,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"cited_paper":"/paper/2504.11468","citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:f2ac48ffecbe7411b99170e59e38bb5c77a67be9cb59bb742596bce253e2c9fe","observation_id":"ac7f4469-3187-48a0-ae8c-a5b8904426d0","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","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":"2026-07-13T06:45:27.857034Z","title":"arXiv e-prints , pages=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":111,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:2e9b8920ef2be7d937a72861a896f9dac9b44177087bfa3c9687ec0c904ed48f","observation_id":"e74f7b37-dbda-4f10-93bc-63b5858fb3e7","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","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":"2026-07-13T06:45:27.857034Z","title":"VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning , url =","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":112,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:08efd3fdbb578128b8aa68d25f673abe106bda1bbedb669d8df49559bda2d4fc","observation_id":"084e1db9-ad57-4000-992f-16e9d9cd52b5","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","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":"2026-07-13T06:45:27.857034Z","title":"SRPO: Enhancing Multimodal LLM Reasoning via Reflection-Aware Reinforcement Learning , url =","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":113,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:93ff4ad36593ba8b977f62e4fb66c13f2bd5ac3edd37221bceecb8ac94c40515","observation_id":"1668c00a-11bd-4f32-9452-3abe56bea70a","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2605.25571","last_updated":"2026-05-25T08:26:34Z","snapshot_observed_at":"2026-07-06T23:35:31.372756Z","submitted_at":"2026-05-25T08:26:34Z","title":"AnE: Pushing the Reasoning Frontier of Multimodal LLMs via Anchor Evolution","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2605.25571","snapshot_observed_at":"2026-07-13T06:45:27.857034Z","title":"arXiv preprint arXiv:2605.25571 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":114,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"cited_paper":"/paper/2605.25571","citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:9b83d1fe6548dbd44e1b6ba4a40912697c5b031e3e3e72db7d2ac88d42944dbd","observation_id":"9608b798-0d8e-410c-bbe9-28a52d51051b","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","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":"2026-07-06T22:37:03.716474Z","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":"2026-07-13T06:45:27.857034Z","title":"arXiv preprint arXiv:2511.21631 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":115,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"cited_paper":"/paper/2511.21631","citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:aa5818585e20ad98ef9f925ed37f5165dd78639b05d4931ea96250fd1de985f9","observation_id":"0b1d2f60-049f-44ea-9816-a9f5114e4743","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2504.10479","last_updated":"2025-04-19T03:47:21Z","snapshot_observed_at":"2026-08-10T18:37:57.419939Z","submitted_at":"2025-04-14T17:59:25Z","title":"InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2504.10479","snapshot_observed_at":"2026-07-13T06:45:27.857034Z","title":"arXiv preprint arXiv:2504.10479 , year=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":116,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"cited_paper":"/paper/2504.10479","citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:697c0a756abe8796fc773898bde81df9a37b2e6f0ac82eeee0a677b423d941c9","observation_id":"fe1aec17-3beb-4f6a-9b34-c6b15a6b3bbc","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","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":"2026-07-13T06:45:27.857034Z","title":"2025 , eprint=","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning","version":2},"reference_index":117,"source":"arxiv_source","source_observed_at":"2026-07-13T06:45:27.857034Z"},"links":{"citing_paper":"/paper/2607.07361"},"observation_digest":"sha256:b6e88f3e70dee3496843156e0c23de26397ea9d0f1a6a1adf211302e6fe5bbac","observation_id":"de836b1b-1e0c-430f-9b32-499e86d873c7","resolution":{"observed_at":"2026-07-13T06:45:27.857034Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2607.07361","last_updated":"2026-07-10T08:24:37Z","latest_version":2,"primary_category":"cs.CV","snapshot_observed_at":"2026-08-08T11:59:10.159319Z","submitted_at":"2026-07-08T12:56:39Z","title":"BUS: Brain-Inspired Unsupervised Self-Reflection via Backward Prediction for Multimodal Reasoning"},"reference_resolution":{"displayed":92,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":92,"verified_exact":0,"verified_fuzzy":0},"total_outbound_references":92},"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":"2026-08-11T06:34:44.6726+00:00","source":"crossref"},{"observed_at":"2026-08-11T06:34:36.301508+00:00","source":"retraction_watch"}],"thesis":"As of 11 August 2026, this Paper Citation Record lists 92 of 92 outbound references and 0 inbound Pith citation observations for arXiv:2607.07361."}