{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:MIPMHPFPY3OJWA7FUROUVD4EO2","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":"5b341ea76127b494091cb34dd384f34b58a8dc3e0ef1ec5777524ad04194aad5","cross_cats_sorted":["cs.CY"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.LG","submitted_at":"2026-08-06T17:16:16Z","title_canon_sha256":"57bf66bca9c229a7c3e08bff9356275f96786f2c702fada243aa30db7dc5eb1f"},"schema_version":"1.0","source":{"id":"2608.11256","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2608.11256","created_at":"2026-08-13T00:20:54Z"},{"alias_kind":"arxiv_version","alias_value":"2608.11256v1","created_at":"2026-08-13T00:20:54Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2608.11256","created_at":"2026-08-13T00:20:54Z"},{"alias_kind":"pith_short_12","alias_value":"MIPMHPFPY3OJ","created_at":"2026-08-13T00:20:54Z"},{"alias_kind":"pith_short_16","alias_value":"MIPMHPFPY3OJWA7F","created_at":"2026-08-13T00:20:54Z"},{"alias_kind":"pith_short_8","alias_value":"MIPMHPFP","created_at":"2026-08-13T00:20:54Z"}],"graph_snapshots":[{"event_id":"sha256:93fbf38aa625328c41cc0488f43872bdf0076d985f9589322ff657e8a3663619","target":"graph","created_at":"2026-08-13T00:20:54Z","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/2608.11256/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Institutions use commercial AI detectors for academic integrity, yet detectors cannot distinguish AI editing from full LLM drafts and may treat both as misconduct. In a controlled study of published English abstracts (four domains; 2013 to 2015 vs. 2023 to 2025), we quantify this policy failure under proxy human/AI labels at tau=0.50. Light \"refine abstract only\" edits, a proxy for guideline-compliant AI assistance, are flagged at 64 to 80% (Pangram/GPTZero). Unmodified 2023 to 2025 originals are flagged at 9 to 15%, with non-STEM rates far above STEM (p<0.001); elevated scores track long-toke","authors_text":"Grigorii Khvatskii, Jonathan A. Karr Jr, Nitesh V. Chawla, Ting Hua","cross_cats":["cs.CY"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.LG","submitted_at":"2026-08-06T17:16:16Z","title":"Why AI Detection Fails for Academic Integrity"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2608.11256","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:e7c20fc9eee7f92403ae9cd63cb7298f5226acb9fa2b8ce9ae0bb7924e48b4b2","target":"record","created_at":"2026-08-13T00:20:54Z","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":"5b341ea76127b494091cb34dd384f34b58a8dc3e0ef1ec5777524ad04194aad5","cross_cats_sorted":["cs.CY"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.LG","submitted_at":"2026-08-06T17:16:16Z","title_canon_sha256":"57bf66bca9c229a7c3e08bff9356275f96786f2c702fada243aa30db7dc5eb1f"},"schema_version":"1.0","source":{"id":"2608.11256","kind":"arxiv","version":1}},"canonical_sha256":"621ec3bcafc6dc9b03e5a45d4a8f847683557e5f86a89c23640a98a7083c1abc","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"621ec3bcafc6dc9b03e5a45d4a8f847683557e5f86a89c23640a98a7083c1abc","first_computed_at":"2026-08-13T00:20:54.504266Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-08-13T00:20:54.504266Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"/XKznw7M8ZjQPJnqSwP8CcVKnX+dujZC4HK67ZXaHWZnDvzDS1BfLhwanSRNza9xxvFUGy+3MZZw1NeZcdDQBg==","signature_status":"signed_v1","signed_at":"2026-08-13T00:20:54.505776Z","signed_message":"canonical_sha256_bytes"},"source_id":"2608.11256","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:e7c20fc9eee7f92403ae9cd63cb7298f5226acb9fa2b8ce9ae0bb7924e48b4b2","sha256:93fbf38aa625328c41cc0488f43872bdf0076d985f9589322ff657e8a3663619"],"state_sha256":"b26e3771155e6aa72d748857ea9e5b2dc4ec95ecdaec4c7d2e428fd0aa426b84"}