{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:DKT4C2XUJSEQFL3KCJ7CYAS7NY","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":"87c9854ea30bfab0b8107c847a0d873fc2b94affd82a515ece05acdcb0c7082c","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SE","submitted_at":"2026-07-04T17:44:53Z","title_canon_sha256":"fca8f9a9a77b5f87d38a7ddd4dd9ae5cba78f5de48c065167fc0861cd40c5084"},"schema_version":"1.0","source":{"id":"2607.03963","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2607.03963","created_at":"2026-07-07T02:18:49Z"},{"alias_kind":"arxiv_version","alias_value":"2607.03963v1","created_at":"2026-07-07T02:18:49Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2607.03963","created_at":"2026-07-07T02:18:49Z"},{"alias_kind":"pith_short_12","alias_value":"DKT4C2XUJSEQ","created_at":"2026-07-07T02:18:49Z"},{"alias_kind":"pith_short_16","alias_value":"DKT4C2XUJSEQFL3K","created_at":"2026-07-07T02:18:49Z"},{"alias_kind":"pith_short_8","alias_value":"DKT4C2XU","created_at":"2026-07-07T02:18:49Z"}],"graph_snapshots":[{"event_id":"sha256:b5deb05521b62d86749265da57a705ccc3ca07c7a23aa154da66ed597f3c6af5","target":"graph","created_at":"2026-07-07T02:18:49Z","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/2607.03963/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Ask a large language model (LLM) whether a pointer dereference is safe, and it can often produce a plausible justification for ``yes''. The difficulty is that a fluent justification is not a proof. This gap is precisely where automated vulnerability detection lives: deciding, for a given operation in source code, whether a memory safety defect such as a null dereference, use-after-free, or double free can actually occur. We trace the unreliability of LLM-based vulnerability detection to a mechanism, the premature discharge of safety obligations, and argue that the remedy is not better promptin","authors_text":"Haoyu Wang, Hongjie Chen, Li Lu, Xiao Cheng, Yanjie Zhao, Zhou Yang","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SE","submitted_at":"2026-07-04T17:44:53Z","title":"Neuro-Symbolic Reasoning for Vulnerability Detection"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2607.03963","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":"sha256:52748b99a63b4b80a746fabc3643a425b5597f7aa60df21d4b1a4efeaba8e4bc","target":"record","created_at":"2026-07-07T02:18:49Z","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":"87c9854ea30bfab0b8107c847a0d873fc2b94affd82a515ece05acdcb0c7082c","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SE","submitted_at":"2026-07-04T17:44:53Z","title_canon_sha256":"fca8f9a9a77b5f87d38a7ddd4dd9ae5cba78f5de48c065167fc0861cd40c5084"},"schema_version":"1.0","source":{"id":"2607.03963","kind":"arxiv","version":1}},"canonical_sha256":"1aa7c16af44c8902af6a127e2c025f6e11084cb2df18fbbb298e27a1911f0108","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"1aa7c16af44c8902af6a127e2c025f6e11084cb2df18fbbb298e27a1911f0108","first_computed_at":"2026-07-07T02:18:49.940629Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-07T02:18:49.940629Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"3VhuxjKOdQ1ARRkltPlgtNU5VvrcqpMUMa0v3NnvooD1pJTGA0sxnmvj7uLWEnaXh/ncIVa1GoLO1Gi/PbG8Cw==","signature_status":"signed_v1","signed_at":"2026-07-07T02:18:49.941304Z","signed_message":"canonical_sha256_bytes"},"source_id":"2607.03963","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:52748b99a63b4b80a746fabc3643a425b5597f7aa60df21d4b1a4efeaba8e4bc","sha256:b5deb05521b62d86749265da57a705ccc3ca07c7a23aa154da66ed597f3c6af5"],"state_sha256":"d1f9f60d5c643b94cda5b3687ed759232c3add7e4592ee758d586c22f0c24a15"}