{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2025:UASJCE5UWLNAONNSY235R2MXPQ","short_pith_number":"pith:UASJCE5U","canonical_record":{"source":{"id":"2508.20030","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"eess.SY","submitted_at":"2025-08-27T16:33:51Z","cross_cats_sorted":["cs.AI","cs.AR","cs.LG","cs.SY"],"title_canon_sha256":"8765b8f16a032ef554e9cb88473527b0bbaa876d4811f0a3a671d232e52a46b4","abstract_canon_sha256":"800c0642bbaec3b170ff9d9e44d36cdbc01657d68639404caca3e23bd2f18dfd"},"schema_version":"1.0"},"canonical_sha256":"a0249113b4b2da0735b2c6b7d8e9977c3d03c2aa9bd0b432d9b9455046977347","source":{"kind":"arxiv","id":"2508.20030","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2508.20030","created_at":"2026-07-05T12:00:22Z"},{"alias_kind":"arxiv_version","alias_value":"2508.20030v1","created_at":"2026-07-05T12:00:22Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2508.20030","created_at":"2026-07-05T12:00:22Z"},{"alias_kind":"pith_short_12","alias_value":"UASJCE5UWLNA","created_at":"2026-07-05T12:00:22Z"},{"alias_kind":"pith_short_16","alias_value":"UASJCE5UWLNAONNS","created_at":"2026-07-05T12:00:22Z"},{"alias_kind":"pith_short_8","alias_value":"UASJCE5U","created_at":"2026-07-05T12:00:22Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2025:UASJCE5UWLNAONNSY235R2MXPQ","target":"record","payload":{"canonical_record":{"source":{"id":"2508.20030","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"eess.SY","submitted_at":"2025-08-27T16:33:51Z","cross_cats_sorted":["cs.AI","cs.AR","cs.LG","cs.SY"],"title_canon_sha256":"8765b8f16a032ef554e9cb88473527b0bbaa876d4811f0a3a671d232e52a46b4","abstract_canon_sha256":"800c0642bbaec3b170ff9d9e44d36cdbc01657d68639404caca3e23bd2f18dfd"},"schema_version":"1.0"},"canonical_sha256":"a0249113b4b2da0735b2c6b7d8e9977c3d03c2aa9bd0b432d9b9455046977347","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T12:00:22.588025Z","signature_b64":"EAfqdHFCaJXT8bCrNcj/6TvikxtQzLQeswVINXiEhdBzjyPP6koyoQoyQtRI2rXoCUkf7yXB3X3/00zQ3ChBAw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"a0249113b4b2da0735b2c6b7d8e9977c3d03c2aa9bd0b432d9b9455046977347","last_reissued_at":"2026-07-05T12:00:22.587480Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T12:00:22.587480Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2508.20030","source_version":1,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T12:00:22Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"8yPkokZfGaYMG/1ycfIr6A9tZ5U2MvFlo2WTngp56hQVPIDz/WbaqVeAwNJ6c8t+zocGSspk7Pm43NX6S1mMCg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-07T17:10:59.273253Z"},"content_sha256":"c6633883330244e2e1ceaa0549202308c49978e787c4a66e727242061c334372","schema_version":"1.0","event_id":"sha256:c6633883330244e2e1ceaa0549202308c49978e787c4a66e727242061c334372"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2025:UASJCE5UWLNAONNSY235R2MXPQ","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Large Language Models (LLMs) for Electronic Design Automation (EDA)","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.AI","cs.AR","cs.LG","cs.SY"],"primary_cat":"eess.SY","authors_text":"Bing Li, Denis Schwachhofer, Dirk Pfl\\\"uger, Ilia Polian, Jason Blocklove, Johann Knechtel, Kangwei Xu, Ozgur Sinanoglu, Peter Domanski, Ramesh Karri, Siddharth Garg, Ulf Schlichtmann, Zhuorui Zhao","submitted_at":"2025-08-27T16:33:51Z","abstract_excerpt":"With the growing complexity of modern integrated circuits, hardware engineers are required to devote more effort to the full design-to-manufacturing workflow. This workflow involves numerous iterations, making it both labor-intensive and error-prone. Therefore, there is an urgent demand for more efficient Electronic Design Automation (EDA) solutions to accelerate hardware development. Recently, large language models (LLMs) have shown remarkable advancements in contextual comprehension, logical reasoning, and generative capabilities. Since hardware designs and intermediate scripts can be repres"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2508.20030","kind":"arxiv","version":1},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2508.20030/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"verdict_id":null},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T12:00:22Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"UNzek/pLMUW9xCWOmHe4RdWmOPqn3s88Ouv9DOJpXW9eOaGkrCAmE9wm0JdiaBCUtwGO/Z1nhQEfUEM0GMnvDw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-07T17:10:59.273847Z"},"content_sha256":"935918fc1baa3d7409169bfa6c67cdbcf47991839d8513806a544aa2c53ce6fc","schema_version":"1.0","event_id":"sha256:935918fc1baa3d7409169bfa6c67cdbcf47991839d8513806a544aa2c53ce6fc"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/UASJCE5UWLNAONNSY235R2MXPQ/bundle.json","state_url":"https://pith.science/pith/UASJCE5UWLNAONNSY235R2MXPQ/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/UASJCE5UWLNAONNSY235R2MXPQ/bundle.json","status":"primary"}],"public_keys":[{"key_id":"pith-v1-2026-05","algorithm":"ed25519","format":"raw","public_key_b64":"stVStoiQhXFxp4s2pdzPNoqVNBMojDU/fJ2db5S3CbM=","public_key_hex":"b2d552b68890857171a78b36a5dccf368a953413288c353f7c9d9d6f94b709b3","fingerprint_sha256_b32_first128bits":"RVFV5Z2OI2J3ZUO7ERDEBCYNKS","fingerprint_sha256_hex":"8d4b5ee74e4693bcd1df2446408b0d54","rotates_at":null,"url":"https://pith.science/pith-signing-key.json","notes":"Pith uses this Ed25519 key to sign canonical record SHA-256 digests. Verify with: ed25519_verify(public_key, message=canonical_sha256_bytes, signature=base64decode(signature_b64))."}],"merge_version":"pith-open-graph-merge-v1","built_at":"2026-08-07T17:10:59Z","links":{"resolver":"https://pith.science/pith/UASJCE5UWLNAONNSY235R2MXPQ","bundle":"https://pith.science/pith/UASJCE5UWLNAONNSY235R2MXPQ/bundle.json","state":"https://pith.science/pith/UASJCE5UWLNAONNSY235R2MXPQ/state.json","well_known_bundle":"https://pith.science/.well-known/pith/UASJCE5UWLNAONNSY235R2MXPQ/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:UASJCE5UWLNAONNSY235R2MXPQ","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":"800c0642bbaec3b170ff9d9e44d36cdbc01657d68639404caca3e23bd2f18dfd","cross_cats_sorted":["cs.AI","cs.AR","cs.LG","cs.SY"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"eess.SY","submitted_at":"2025-08-27T16:33:51Z","title_canon_sha256":"8765b8f16a032ef554e9cb88473527b0bbaa876d4811f0a3a671d232e52a46b4"},"schema_version":"1.0","source":{"id":"2508.20030","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2508.20030","created_at":"2026-07-05T12:00:22Z"},{"alias_kind":"arxiv_version","alias_value":"2508.20030v1","created_at":"2026-07-05T12:00:22Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2508.20030","created_at":"2026-07-05T12:00:22Z"},{"alias_kind":"pith_short_12","alias_value":"UASJCE5UWLNA","created_at":"2026-07-05T12:00:22Z"},{"alias_kind":"pith_short_16","alias_value":"UASJCE5UWLNAONNS","created_at":"2026-07-05T12:00:22Z"},{"alias_kind":"pith_short_8","alias_value":"UASJCE5U","created_at":"2026-07-05T12:00:22Z"}],"graph_snapshots":[{"event_id":"sha256:935918fc1baa3d7409169bfa6c67cdbcf47991839d8513806a544aa2c53ce6fc","target":"graph","created_at":"2026-07-05T12:00:22Z","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/2508.20030/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"With the growing complexity of modern integrated circuits, hardware engineers are required to devote more effort to the full design-to-manufacturing workflow. This workflow involves numerous iterations, making it both labor-intensive and error-prone. Therefore, there is an urgent demand for more efficient Electronic Design Automation (EDA) solutions to accelerate hardware development. Recently, large language models (LLMs) have shown remarkable advancements in contextual comprehension, logical reasoning, and generative capabilities. Since hardware designs and intermediate scripts can be repres","authors_text":"Bing Li, Denis Schwachhofer, Dirk Pfl\\\"uger, Ilia Polian, Jason Blocklove, Johann Knechtel, Kangwei Xu, Ozgur Sinanoglu, Peter Domanski, Ramesh Karri, Siddharth Garg, Ulf Schlichtmann, Zhuorui Zhao","cross_cats":["cs.AI","cs.AR","cs.LG","cs.SY"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"eess.SY","submitted_at":"2025-08-27T16:33:51Z","title":"Large Language Models (LLMs) for Electronic Design Automation (EDA)"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2508.20030","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:c6633883330244e2e1ceaa0549202308c49978e787c4a66e727242061c334372","target":"record","created_at":"2026-07-05T12:00:22Z","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":"800c0642bbaec3b170ff9d9e44d36cdbc01657d68639404caca3e23bd2f18dfd","cross_cats_sorted":["cs.AI","cs.AR","cs.LG","cs.SY"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"eess.SY","submitted_at":"2025-08-27T16:33:51Z","title_canon_sha256":"8765b8f16a032ef554e9cb88473527b0bbaa876d4811f0a3a671d232e52a46b4"},"schema_version":"1.0","source":{"id":"2508.20030","kind":"arxiv","version":1}},"canonical_sha256":"a0249113b4b2da0735b2c6b7d8e9977c3d03c2aa9bd0b432d9b9455046977347","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"a0249113b4b2da0735b2c6b7d8e9977c3d03c2aa9bd0b432d9b9455046977347","first_computed_at":"2026-07-05T12:00:22.587480Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T12:00:22.587480Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"EAfqdHFCaJXT8bCrNcj/6TvikxtQzLQeswVINXiEhdBzjyPP6koyoQoyQtRI2rXoCUkf7yXB3X3/00zQ3ChBAw==","signature_status":"signed_v1","signed_at":"2026-07-05T12:00:22.588025Z","signed_message":"canonical_sha256_bytes"},"source_id":"2508.20030","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:c6633883330244e2e1ceaa0549202308c49978e787c4a66e727242061c334372","sha256:935918fc1baa3d7409169bfa6c67cdbcf47991839d8513806a544aa2c53ce6fc"],"state_sha256":"ceadd344bd38a5a65478d6703c1d1aed1c13b2e852ef9098cd2fca28e756a2fd"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"CzZDSAwUR3qrW6tKyvNtXG3WTBBGGYpBO4Oa+WNHemzUvGVekUTDjfkMQqa9V+Q8kbpif84aSWNYu+g67HXWAQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-07T17:10:59.279040Z","bundle_sha256":"b94593a13252751d21853e1cca872b37d6c88619cecc37ba95f12f5a21bf6854"}}