{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2026:HK7KQUJ2ACPNASL6I3VNIG6FO3","short_pith_number":"pith:HK7KQUJ2","schema_version":"1.0","canonical_sha256":"3abea8513a009ed0497e46ead41bc576def6bec1a0d0f20bff799f58a79255d5","source":{"kind":"arxiv","id":"2605.16381","version":1},"attestation_state":"computed","paper":{"title":"StreamPro: From Reactive Perception to Proactive Decision-Making in Streaming Video","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","headline":"","cross_cats":["cs.AI"],"primary_cat":"cs.CV","authors_text":"Ao Li, Boshen Xu, Jian Luan, Jianzhong Ju, Jiaze Li, Linli Yao, Pei Fu, Qin Jin, Zihan Xiao, Zihao Yue","submitted_at":"2026-05-11T05:01:15Z","abstract_excerpt":"Proactive streaming video understanding requires models to continuously process video streams and decide when to respond, rather than merely what to respond. This naturally introduces a decision-making problem under partial observations, where models must balance early prediction against sufficient evidence. However, existing benchmarks largely follow a \"see-then-answer\" paradigm, where responses are triggered only after explicit evidence appears, effectively reducing proactive reasoning to delayed perception. As a result, they fail to evaluate a model's ability to make timely and reliable dec"},"verification_status":{"content_addressed":true,"pith_receipt":true,"author_attested":false,"weak_author_claims":0,"strong_author_claims":0,"externally_anchored":false,"storage_verified":false,"citation_signatures":0,"replication_records":0,"graph_snapshot":true,"references_resolved":false,"formal_links_present":false},"canonical_record":{"source":{"id":"2605.16381","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CV","submitted_at":"2026-05-11T05:01:15Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"d939fc7b91dddec69f93269f04e1191c3a529d89fbeda42ca0c8e4351bb2a456","abstract_canon_sha256":"b9adf261a2b426d500df25da46d5cd886dfc3ecb1c9b35b06a242445f4cee9ad"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-20T00:02:19.360082Z","signature_b64":"qP2hgt4x/wRL9Hf0BGWuy3URKv1mmJoRIJn9a/ATDfw0H7WopMBycDlaiymbZC0YxqezGoQIlkfmfMSEy9fhCw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"3abea8513a009ed0497e46ead41bc576def6bec1a0d0f20bff799f58a79255d5","last_reissued_at":"2026-05-20T00:02:19.359397Z","signature_status":"signed_v1","first_computed_at":"2026-05-20T00:02:19.359397Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"StreamPro: From Reactive Perception to Proactive Decision-Making in Streaming Video","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","headline":"","cross_cats":["cs.AI"],"primary_cat":"cs.CV","authors_text":"Ao Li, Boshen Xu, Jian Luan, Jianzhong Ju, Jiaze Li, Linli Yao, Pei Fu, Qin Jin, Zihan Xiao, Zihao Yue","submitted_at":"2026-05-11T05:01:15Z","abstract_excerpt":"Proactive streaming video understanding requires models to continuously process video streams and decide when to respond, rather than merely what to respond. This naturally introduces a decision-making problem under partial observations, where models must balance early prediction against sufficient evidence. However, existing benchmarks largely follow a \"see-then-answer\" paradigm, where responses are triggered only after explicit evidence appears, effectively reducing proactive reasoning to delayed perception. As a result, they fail to evaluate a model's ability to make timely and reliable dec"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2605.16381","kind":"arxiv","version":1},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2605.16381/integrity.json","findings":[],"available":true,"detectors_run":[{"name":"ai_meta_artifact","ran_at":"2026-05-19T19:34:36.613843Z","status":"skipped","version":"1.0.0","findings_count":0}],"snapshot_sha256":"e08d1003b0546667205453d7a632e05e2632fe58a69b9c63b3a6ec16d0b95bde"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"aliases":[{"alias_kind":"arxiv","alias_value":"2605.16381","created_at":"2026-05-20T00:02:19.359504+00:00"},{"alias_kind":"arxiv_version","alias_value":"2605.16381v1","created_at":"2026-05-20T00:02:19.359504+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2605.16381","created_at":"2026-05-20T00:02:19.359504+00:00"},{"alias_kind":"pith_short_12","alias_value":"HK7KQUJ2ACPN","created_at":"2026-05-20T00:02:19.359504+00:00"},{"alias_kind":"pith_short_16","alias_value":"HK7KQUJ2ACPNASL6","created_at":"2026-05-20T00:02:19.359504+00:00"},{"alias_kind":"pith_short_8","alias_value":"HK7KQUJ2","created_at":"2026-05-20T00:02:19.359504+00:00"}],"events":[],"event_summary":{},"paper_claims":[],"inbound_citations":{"count":0,"internal_anchor_count":0,"sample":[]},"formal_canon":{"evidence_count":0,"sample":[],"anchors":[]},"links":{"html":"https://pith.science/pith/HK7KQUJ2ACPNASL6I3VNIG6FO3","json":"https://pith.science/pith/HK7KQUJ2ACPNASL6I3VNIG6FO3.json","graph_json":"https://pith.science/api/pith-number/HK7KQUJ2ACPNASL6I3VNIG6FO3/graph.json","events_json":"https://pith.science/api/pith-number/HK7KQUJ2ACPNASL6I3VNIG6FO3/events.json","paper":"https://pith.science/paper/HK7KQUJ2"},"agent_actions":{"view_html":"https://pith.science/pith/HK7KQUJ2ACPNASL6I3VNIG6FO3","download_json":"https://pith.science/pith/HK7KQUJ2ACPNASL6I3VNIG6FO3.json","view_paper":"https://pith.science/paper/HK7KQUJ2","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2605.16381&json=true","fetch_graph":"https://pith.science/api/pith-number/HK7KQUJ2ACPNASL6I3VNIG6FO3/graph.json","fetch_events":"https://pith.science/api/pith-number/HK7KQUJ2ACPNASL6I3VNIG6FO3/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/HK7KQUJ2ACPNASL6I3VNIG6FO3/action/timestamp_anchor","attest_storage":"https://pith.science/pith/HK7KQUJ2ACPNASL6I3VNIG6FO3/action/storage_attestation","attest_author":"https://pith.science/pith/HK7KQUJ2ACPNASL6I3VNIG6FO3/action/author_attestation","sign_citation":"https://pith.science/pith/HK7KQUJ2ACPNASL6I3VNIG6FO3/action/citation_signature","submit_replication":"https://pith.science/pith/HK7KQUJ2ACPNASL6I3VNIG6FO3/action/replication_record"}},"created_at":"2026-05-20T00:02:19.359504+00:00","updated_at":"2026-05-20T00:02:19.359504+00:00"}