{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:K7S7VFJA5RZ2EIGPWURZFXE4EP","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":"b171aa6f3ac0947727cf9bd84dbaeb744f3d12a5079fb67f1aafe2ee92896e3c","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CY","submitted_at":"2026-06-15T23:52:11Z","title_canon_sha256":"f1720757e2a9c1b36eff7bd6dcfe917551d0c53107a3a6a6e01e3fe26c33e661"},"schema_version":"1.0","source":{"id":"2606.17367","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2606.17367","created_at":"2026-06-19T16:10:10Z"},{"alias_kind":"arxiv_version","alias_value":"2606.17367v1","created_at":"2026-06-19T16:10:10Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2606.17367","created_at":"2026-06-19T16:10:10Z"},{"alias_kind":"pith_short_12","alias_value":"K7S7VFJA5RZ2","created_at":"2026-06-19T16:10:10Z"},{"alias_kind":"pith_short_16","alias_value":"K7S7VFJA5RZ2EIGP","created_at":"2026-06-19T16:10:10Z"},{"alias_kind":"pith_short_8","alias_value":"K7S7VFJA","created_at":"2026-06-19T16:10:10Z"}],"graph_snapshots":[{"event_id":"sha256:023a6dda5546dfe0c6d7d5ebff7671bc97a1c8f79f8bb99b07502588675fa5f1","target":"graph","created_at":"2026-06-19T16:10:10Z","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/2606.17367/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"AI systems are increasingly deployed in real-world settings where their behavior is shaped by dynamic environments, evolving data distributions, and complex interactions with users and infrastructure. Traditional machine learning evaluation focuses on benchmarks and operates within sandboxed environments, providing only a limited view of the true system behavior in the wild. We argue for the development of principled auditing frameworks that monitor deployed AI systems throughout their lifecycle. We further propose framing auditing as a statistical problem of monitoring constraint violations u","authors_text":"Aditya T. Vadlamani, Anutam Srinivasan, Srinivasan Parthasarathy","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CY","submitted_at":"2026-06-15T23:52:11Z","title":"Towards Auditing AI Systems in the Wild"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2606.17367","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":"sha256:720064d28a0cba24170180ac908a29268d3e0aa90f45cb6316c452a0701fd0e7","target":"record","created_at":"2026-06-19T16:10:10Z","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":"b171aa6f3ac0947727cf9bd84dbaeb744f3d12a5079fb67f1aafe2ee92896e3c","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CY","submitted_at":"2026-06-15T23:52:11Z","title_canon_sha256":"f1720757e2a9c1b36eff7bd6dcfe917551d0c53107a3a6a6e01e3fe26c33e661"},"schema_version":"1.0","source":{"id":"2606.17367","kind":"arxiv","version":1}},"canonical_sha256":"57e5fa9520ec73a220cfb52392dc9c23fa93c74c4c556e245ddff2a49303acb8","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"57e5fa9520ec73a220cfb52392dc9c23fa93c74c4c556e245ddff2a49303acb8","first_computed_at":"2026-06-19T16:10:10.337734Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-06-19T16:10:10.337734Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"81q1wPCNvs2OLn/7pfWHwEjX6SdbE7MPxI3v/ZVkLGi5EvoYgzWSDp90IPc6xmc96frcQq8Bg96wEiGNzO+KCA==","signature_status":"signed_v1","signed_at":"2026-06-19T16:10:10.338088Z","signed_message":"canonical_sha256_bytes"},"source_id":"2606.17367","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:720064d28a0cba24170180ac908a29268d3e0aa90f45cb6316c452a0701fd0e7","sha256:023a6dda5546dfe0c6d7d5ebff7671bc97a1c8f79f8bb99b07502588675fa5f1"],"state_sha256":"df5a0d6849b34749cdf4f646654aaba58c5ce0d59e24fc8b2f56b7139400b267"}