{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:2SQZAZJNUPLMQWNFD25ABJT5LN","merge_version":"pith-open-graph-merge-v1","event_count":3,"valid_event_count":3,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"bf0cfae90e73fed6a893a2488f58a52bf1c6dc0a8686d8d1646322938df3eaef","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2026-07-21T18:00:51Z","title_canon_sha256":"5bc06b024d9ac57a057ff3f0a00419916e7de7afb8a6a7b75da4b0af8de9ddc8"},"schema_version":"1.0","source":{"id":"2607.19476","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2607.19476","created_at":"2026-07-23T00:23:51Z"},{"alias_kind":"arxiv_version","alias_value":"2607.19476v1","created_at":"2026-07-23T00:23:51Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2607.19476","created_at":"2026-07-23T00:23:51Z"},{"alias_kind":"pith_short_12","alias_value":"2SQZAZJNUPLM","created_at":"2026-07-23T00:23:51Z"},{"alias_kind":"pith_short_16","alias_value":"2SQZAZJNUPLMQWNF","created_at":"2026-07-23T00:23:51Z"},{"alias_kind":"pith_short_8","alias_value":"2SQZAZJN","created_at":"2026-07-23T00:23:51Z"}],"graph_snapshots":[{"event_id":"sha256:7bc0090ab0a41c91afd6cef43ee5614b1ab8991498793e49fcce19bf1f954004","target":"graph","created_at":"2026-07-23T00:23:51Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"graph_snapshot":{"author_claims":{"count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","strong_count":0},"builder_version":"pith-number-builder-2026-05-17-v1","claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"integrity":{"available":true,"clean":true,"detectors_run":[],"endpoint":"/pith/2607.19476/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Detectors for AI-generated video are evaluated offline. A clip is decoded to pixels and scored once, increasingly by a large vision-language model. Detection, however, is deployed online. We recast the task as streaming perception and score the motion field the codec already wrote into the bitstream. Reading that field is a parse, not a pixel-domain forward pass. Because the running aggregate is monotone, one end-calibrated threshold is anytime-valid at the data-dependent decision time. Recalibrating at each prefix is not. Escalation is priced in closed form. A compute budget maps to a deferra","authors_text":"Hasan Kurban, Mehmet Dalkilic, Mert Onur Cakiroglu","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2026-07-21T18:00:51Z","title":"Detect Early, Escalate Rarely: Anytime Detection of AI-Generated Video from the Compressed Bitstream"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2607.19476","kind":"arxiv","version":1},"verdict":{"created_at":null,"id":null,"model_set":{},"one_line_summary":"","pipeline_version":null,"pith_extraction_headline":"","strongest_claim":"","weakest_assumption":""}},"verdict_id":null}}],"author_attestations":[],"timestamp_anchors":[],"storage_attestations":[],"citation_signatures":[],"replication_records":[],"corrections":[],"mirror_hints":[],"record_created":{"event_id":"sha256:7bd1d94964120fb0c7c489f23df07150a78ef5a8a4a9f60f61567511d664888a","target":"record","created_at":"2026-07-23T00:23:51Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"attestation_state":"computed","canonical_record":{"metadata":{"abstract_canon_sha256":"bf0cfae90e73fed6a893a2488f58a52bf1c6dc0a8686d8d1646322938df3eaef","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2026-07-21T18:00:51Z","title_canon_sha256":"5bc06b024d9ac57a057ff3f0a00419916e7de7afb8a6a7b75da4b0af8de9ddc8"},"schema_version":"1.0","source":{"id":"2607.19476","kind":"arxiv","version":1}},"canonical_sha256":"d4a190652da3d6c859a51eba00a67d5b57bece7320801ae7b573df9b69a380de","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"d4a190652da3d6c859a51eba00a67d5b57bece7320801ae7b573df9b69a380de","first_computed_at":"2026-07-23T00:23:51.836142Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-23T00:23:51.836142Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"uff9CnKe+7xPtZhqIUmhXDRQc15NCEuE4pC0xprf5X9l6kBpS90xpXpFzA2QXQXqOZIINUZFz4/fAeBBRWY3Aw==","signature_status":"signed_v1","signed_at":"2026-07-23T00:23:51.836973Z","signed_message":"canonical_sha256_bytes"},"source_id":"2607.19476","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:7bd1d94964120fb0c7c489f23df07150a78ef5a8a4a9f60f61567511d664888a","sha256:7bc0090ab0a41c91afd6cef43ee5614b1ab8991498793e49fcce19bf1f954004","sha256:32a0241d742d3040e9b83fed4fa3835fc3566b31bc7e367836469cc7254dab93"],"state_sha256":"dcba458d2e7c15a13872e667aa25da32b08c035c1e46f3b0fbbaaf65470c05f8"}