{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:WXSNV5VSSZZK6MEED5NOHONKNF","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":"aeb8093f379f545036cc7ea4c88ca1adad50db319c34ef7355e1ef9c53808f87","cross_cats_sorted":["cs.AI"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AR","submitted_at":"2025-07-29T11:17:47Z","title_canon_sha256":"e9eb9cf1740bea15b6f9d29262956dcde9edd4a87e3e444f2ac35968c4a53210"},"schema_version":"1.0","source":{"id":"2507.21694","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2507.21694","created_at":"2026-07-05T11:45:04Z"},{"alias_kind":"arxiv_version","alias_value":"2507.21694v1","created_at":"2026-07-05T11:45:04Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2507.21694","created_at":"2026-07-05T11:45:04Z"},{"alias_kind":"pith_short_12","alias_value":"WXSNV5VSSZZK","created_at":"2026-07-05T11:45:04Z"},{"alias_kind":"pith_short_16","alias_value":"WXSNV5VSSZZK6MEE","created_at":"2026-07-05T11:45:04Z"},{"alias_kind":"pith_short_8","alias_value":"WXSNV5VS","created_at":"2026-07-05T11:45:04Z"}],"graph_snapshots":[{"event_id":"sha256:4f7114f1f920f02b2cd387306640da35d448753e9c1561cdbbb3cb33279faa18","target":"graph","created_at":"2026-07-05T11:45:04Z","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/2507.21694/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"As large language models demonstrate enormous potential in the field of Electronic Design Automation (EDA), generative AI-assisted chip design is attracting widespread attention from academia and industry. Although these technologies have made preliminary progress in tasks such as code generation, their application in chip verification -- a critical bottleneck in the chip development cycle -- remains at an exploratory stage. This paper proposes an innovative Multi-Agent Verification Framework (MAVF) aimed at addressing the limitations of current single-LLM approaches in complex verification ta","authors_text":"Allen Lei, Forbes Hou, Hong Liu, Jon Zhang, Wenbo Liu","cross_cats":["cs.AI"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AR","submitted_at":"2025-07-29T11:17:47Z","title":"A Multi-Agent Generative AI Framework for IC Module-Level Verification Automation"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2507.21694","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":"sha256:94683b2534dc1a89bdace11da6420d13d8677fbcff655f7b512103158c5014ff","target":"record","created_at":"2026-07-05T11:45:04Z","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":"aeb8093f379f545036cc7ea4c88ca1adad50db319c34ef7355e1ef9c53808f87","cross_cats_sorted":["cs.AI"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AR","submitted_at":"2025-07-29T11:17:47Z","title_canon_sha256":"e9eb9cf1740bea15b6f9d29262956dcde9edd4a87e3e444f2ac35968c4a53210"},"schema_version":"1.0","source":{"id":"2507.21694","kind":"arxiv","version":1}},"canonical_sha256":"b5e4daf6b29672af30841f5ae3b9aa6974dfaeb7e2ae16958057e5d66e58d6f7","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"b5e4daf6b29672af30841f5ae3b9aa6974dfaeb7e2ae16958057e5d66e58d6f7","first_computed_at":"2026-07-05T11:45:04.661764Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:45:04.661764Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"9C94rKvCYmn32IPeazU7XAYreB6P9LBcYMyOSb6QufFGGPindse+ZNuhunYUIhEsIr9lL2lWt8RGVdikmOUZCA==","signature_status":"signed_v1","signed_at":"2026-07-05T11:45:04.662183Z","signed_message":"canonical_sha256_bytes"},"source_id":"2507.21694","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:94683b2534dc1a89bdace11da6420d13d8677fbcff655f7b512103158c5014ff","sha256:4f7114f1f920f02b2cd387306640da35d448753e9c1561cdbbb3cb33279faa18"],"state_sha256":"88036ca7c5e56da262bf8618e00946d202e5cb59431fc6ce49507e33e0ed92eb"}