{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:QIKSB3SCBAC4V2374D4TVCXZVP","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":"aa78b531ce1bbf8ef2467209cd5435af5b359b3ee3360edab288c70fefb14214","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2026-08-03T03:06:58Z","title_canon_sha256":"db0e7ae0e9e36de4ecacf8522937594408df40a480b85e7fcb1e3716fea413bb"},"schema_version":"1.0","source":{"id":"2608.01633","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2608.01633","created_at":"2026-08-04T02:06:12Z"},{"alias_kind":"arxiv_version","alias_value":"2608.01633v1","created_at":"2026-08-04T02:06:12Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2608.01633","created_at":"2026-08-04T02:06:12Z"},{"alias_kind":"pith_short_12","alias_value":"QIKSB3SCBAC4","created_at":"2026-08-04T02:06:12Z"},{"alias_kind":"pith_short_16","alias_value":"QIKSB3SCBAC4V237","created_at":"2026-08-04T02:06:12Z"},{"alias_kind":"pith_short_8","alias_value":"QIKSB3SC","created_at":"2026-08-04T02:06:12Z"}],"graph_snapshots":[{"event_id":"sha256:0833e3c758d47ead2d2b77d50a79d4f9b718de599bd2f7b1e0ee436b615491bb","target":"graph","created_at":"2026-08-04T02:06:12Z","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/2608.01633/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Large language models (LLMs) enable neural architecture search (NAS) directly over executable neural network programs. However, code-level flexibility does not provide the architecture state needed for effective mutation: LLMs must infer tensor dependencies, editable components, and compatibility constraints from implementation details. To address this representation mismatch, we propose GraphIR, an architecture-aware intermediate representation that supplements executable programs with a mutation-aligned candidate state. GraphIR organizes each candidate through three complementary views: a co","authors_text":"Jingwen Fu, Jinjun Wang, Shuanghao Bai, Wanqi Zhou, Yuhan Liu, Zhen Liu","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2026-08-03T03:06:58Z","title":"GraphIR: Architecture-Level Search States for LLM-Guided Neural Architecture Evolution"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2608.01633","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":"sha256:5c1b255ee6c07295e0593ca4cffc9a45136b1f9484d66e5ae1340b45c8b7871f","target":"record","created_at":"2026-08-04T02:06:12Z","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":"aa78b531ce1bbf8ef2467209cd5435af5b359b3ee3360edab288c70fefb14214","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2026-08-03T03:06:58Z","title_canon_sha256":"db0e7ae0e9e36de4ecacf8522937594408df40a480b85e7fcb1e3716fea413bb"},"schema_version":"1.0","source":{"id":"2608.01633","kind":"arxiv","version":1}},"canonical_sha256":"821520ee420805caeb7fe0f93a8af9abc6328afe25b6080ad0a567cdf50ed674","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"821520ee420805caeb7fe0f93a8af9abc6328afe25b6080ad0a567cdf50ed674","first_computed_at":"2026-08-04T02:06:12.384128Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-08-04T02:06:12.384128Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"3fgPbvtouNFiQuAM4MNDwpw0z/EcdEdXP5DXTGcDOpVJVJXjFc8zSylM2TgSlmG4R4co5Gwu8lZwKMBuZOYkAg==","signature_status":"signed_v1","signed_at":"2026-08-04T02:06:12.385620Z","signed_message":"canonical_sha256_bytes"},"source_id":"2608.01633","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:5c1b255ee6c07295e0593ca4cffc9a45136b1f9484d66e5ae1340b45c8b7871f","sha256:0833e3c758d47ead2d2b77d50a79d4f9b718de599bd2f7b1e0ee436b615491bb"],"state_sha256":"bab17ddbedf9e121c25c508869686c7e9980fcbe80f81c84b79cd08109252937"}