{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:MKIQAT5QCIFJPMUVD3YIJ7EKZ3","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":"1435f3571820af3669ccbab4fe6478c56bf42ceb784f0a68e5991dfd788aae4b","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CR","submitted_at":"2026-06-29T08:56:37Z","title_canon_sha256":"69b9038f3964294bc8258a1b95deb685dd2080077c8a74b512c4e7e27c43221e"},"schema_version":"1.0","source":{"id":"2606.29981","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2606.29981","created_at":"2026-06-30T02:17:43Z"},{"alias_kind":"arxiv_version","alias_value":"2606.29981v1","created_at":"2026-06-30T02:17:43Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2606.29981","created_at":"2026-06-30T02:17:43Z"},{"alias_kind":"pith_short_12","alias_value":"MKIQAT5QCIFJ","created_at":"2026-06-30T02:17:43Z"},{"alias_kind":"pith_short_16","alias_value":"MKIQAT5QCIFJPMUV","created_at":"2026-06-30T02:17:43Z"},{"alias_kind":"pith_short_8","alias_value":"MKIQAT5Q","created_at":"2026-06-30T02:17:43Z"}],"graph_snapshots":[{"event_id":"sha256:6f1e74d6bac0f7e3dde99c1c02c4de869d6d1d8742f31364ace2638183697dff","target":"graph","created_at":"2026-06-30T02:17:43Z","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/2606.29981/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Cyber offense is moving to machine speed; cyber research itself is not. Existing AI scientist systems make end-to-end research automation increasingly plausible, but they target relatively stable scientific domains. We argue that AI-native cybersecurity is a different kind of scientific object. Its recurring units of study are security events and interaction traces, not static assets; its model and tool substrate is non-stationary, not steady-state; and credible evaluation depends on digital twins, cyber ranges, and auditable evidence rather than on a single benchmark score. We call this objec","authors_text":"Jiaqi Li, Lidong Zhai, Lvyang Zhang, Wen Lu, Yang Zhao","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CR","submitted_at":"2026-06-29T08:56:37Z","title":"Hephaestus: Toward a Cybersecurity AI Scientist"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2606.29981","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:d9a70969a06c4e2755e447fd071701da18b67634bd271844e67e8d33f13036f9","target":"record","created_at":"2026-06-30T02:17:43Z","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":"1435f3571820af3669ccbab4fe6478c56bf42ceb784f0a68e5991dfd788aae4b","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CR","submitted_at":"2026-06-29T08:56:37Z","title_canon_sha256":"69b9038f3964294bc8258a1b95deb685dd2080077c8a74b512c4e7e27c43221e"},"schema_version":"1.0","source":{"id":"2606.29981","kind":"arxiv","version":1}},"canonical_sha256":"6291004fb0120a97b2951ef084fc8acee472706e193f39777cbf9be3cb49c146","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"6291004fb0120a97b2951ef084fc8acee472706e193f39777cbf9be3cb49c146","first_computed_at":"2026-06-30T02:17:43.929338Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-06-30T02:17:43.929338Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"OYToYW/qOz1dvv5mTHsu+0Ybx0g3g8B4rG20TJfB7btnRLmfVr8WMb5w4FbKPNzQwNzrppGg8iQFy6ZLUPvCDQ==","signature_status":"signed_v1","signed_at":"2026-06-30T02:17:43.929967Z","signed_message":"canonical_sha256_bytes"},"source_id":"2606.29981","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:d9a70969a06c4e2755e447fd071701da18b67634bd271844e67e8d33f13036f9","sha256:6f1e74d6bac0f7e3dde99c1c02c4de869d6d1d8742f31364ace2638183697dff"],"state_sha256":"63cf984ddd38020e36c19b7a9b04316134945fd253f728fdf081bc0453f7145a"}