{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:BROT3KCWSGSAOW2DB3TD3IX6ZG","merge_version":"pith-open-graph-merge-v1","event_count":2,"valid_event_count":2,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"52b287aeffcdb0d3e5e2e7a11d17f96f6a26421bb5dbbf0dd106c0077c7da84d","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.LG","submitted_at":"2026-07-01T23:36:49Z","title_canon_sha256":"385fe01cfe921c93d5b47350708493c20e6f57e46a122530b8aabdfc6142cde9"},"schema_version":"1.0","source":{"id":"2607.01537","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2607.01537","created_at":"2026-07-03T00:17:03Z"},{"alias_kind":"arxiv_version","alias_value":"2607.01537v1","created_at":"2026-07-03T00:17:03Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2607.01537","created_at":"2026-07-03T00:17:03Z"},{"alias_kind":"pith_short_12","alias_value":"BROT3KCWSGSA","created_at":"2026-07-03T00:17:03Z"},{"alias_kind":"pith_short_16","alias_value":"BROT3KCWSGSAOW2D","created_at":"2026-07-03T00:17:03Z"},{"alias_kind":"pith_short_8","alias_value":"BROT3KCW","created_at":"2026-07-03T00:17:03Z"}],"graph_snapshots":[{"event_id":"sha256:0e704d47dcbb785e87ac35143733350a058dbc515b6e3a6fc017d0eeb23a2b72","target":"graph","created_at":"2026-07-03T00:17:03Z","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/2607.01537/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Certified world models estimate how long their predictions remain valid. We turn this validity horizon into an operational sensing clock: a rule for when an agent should stop coasting and re-sense. Starting from an audited equivariant world model, we derive a deadline for no-sensing intervals and show that deployable deadlines in learned world models must be drift-aware: on-manifold Lyapunov rates alone overestimate coasting validity, while calibrated native rollout-drift envelopes carry the deployed guarantee. On a frozen 3D VN-JEPA model, the resulting clock controls held-out interval-simult","authors_text":"Hongbo Wang","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.LG","submitted_at":"2026-07-01T23:36:49Z","title":"Certified World Models as Sensing Clocks: Drift-Aware Deadlines for Active Perception"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2607.01537","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:e3969d60dbf4a9c0f022db2b25d0120cf7476da4a466e19165724eb2a2616b17","target":"record","created_at":"2026-07-03T00:17:03Z","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":"52b287aeffcdb0d3e5e2e7a11d17f96f6a26421bb5dbbf0dd106c0077c7da84d","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.LG","submitted_at":"2026-07-01T23:36:49Z","title_canon_sha256":"385fe01cfe921c93d5b47350708493c20e6f57e46a122530b8aabdfc6142cde9"},"schema_version":"1.0","source":{"id":"2607.01537","kind":"arxiv","version":1}},"canonical_sha256":"0c5d3da85691a4075b430ee63da2fec9b665315a54ac81b96551fbd4cca0e408","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"0c5d3da85691a4075b430ee63da2fec9b665315a54ac81b96551fbd4cca0e408","first_computed_at":"2026-07-03T00:17:03.427172Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-03T00:17:03.427172Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"Q5v6eY1udcIvnWWbpDsXr3tIi7o+qCYGTngo3i4LexPiX0hBUJn0rFDBbbTX/ztnkjWNsIbGSE81s4TlKYrsDQ==","signature_status":"signed_v1","signed_at":"2026-07-03T00:17:03.427642Z","signed_message":"canonical_sha256_bytes"},"source_id":"2607.01537","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:e3969d60dbf4a9c0f022db2b25d0120cf7476da4a466e19165724eb2a2616b17","sha256:0e704d47dcbb785e87ac35143733350a058dbc515b6e3a6fc017d0eeb23a2b72"],"state_sha256":"af23ca1fa773fe5e83aa2e5c63ea5f0ecf5a4c13f9d71c16c833c165bb62b235"}