{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2026:TSAWD2CTZ7AF5RNRCL7F3CRNFP","short_pith_number":"pith:TSAWD2CT","canonical_record":{"source":{"id":"2606.28126","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.AI","submitted_at":"2026-06-26T14:26:48Z","cross_cats_sorted":["cs.AR","cs.CE","cs.ET","cs.RO"],"title_canon_sha256":"791b265a5fedc85ece032a3e7dd5aa9fa39269bf5399cf75f152114aee59335a","abstract_canon_sha256":"cd07550f11aeb04b0ceb5014d43eaaea048bd2a4666b3dc7c196e4c8edd67d0d"},"schema_version":"1.0"},"canonical_sha256":"9c8161e853cfc05ec5b112fe5d8a2d2bd2945942f1f5d80e2a2d930a5f054ab6","source":{"kind":"arxiv","id":"2606.28126","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2606.28126","created_at":"2026-06-29T01:15:06Z"},{"alias_kind":"arxiv_version","alias_value":"2606.28126v1","created_at":"2026-06-29T01:15:06Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2606.28126","created_at":"2026-06-29T01:15:06Z"},{"alias_kind":"pith_short_12","alias_value":"TSAWD2CTZ7AF","created_at":"2026-06-29T01:15:06Z"},{"alias_kind":"pith_short_16","alias_value":"TSAWD2CTZ7AF5RNR","created_at":"2026-06-29T01:15:06Z"},{"alias_kind":"pith_short_8","alias_value":"TSAWD2CT","created_at":"2026-06-29T01:15:06Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2026:TSAWD2CTZ7AF5RNRCL7F3CRNFP","target":"record","payload":{"canonical_record":{"source":{"id":"2606.28126","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.AI","submitted_at":"2026-06-26T14:26:48Z","cross_cats_sorted":["cs.AR","cs.CE","cs.ET","cs.RO"],"title_canon_sha256":"791b265a5fedc85ece032a3e7dd5aa9fa39269bf5399cf75f152114aee59335a","abstract_canon_sha256":"cd07550f11aeb04b0ceb5014d43eaaea048bd2a4666b3dc7c196e4c8edd67d0d"},"schema_version":"1.0"},"canonical_sha256":"9c8161e853cfc05ec5b112fe5d8a2d2bd2945942f1f5d80e2a2d930a5f054ab6","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-06-29T01:15:06.767635Z","signature_b64":"Cs9EFDhD4hAzamGORMr3s45go8Xlv8Gxuk8oJl3nAQu8UL63TI37W30ok83twxoPifXz7LEo5R3VyofV9lZqDQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"9c8161e853cfc05ec5b112fe5d8a2d2bd2945942f1f5d80e2a2d930a5f054ab6","last_reissued_at":"2026-06-29T01:15:06.767228Z","signature_status":"signed_v1","first_computed_at":"2026-06-29T01:15:06.767228Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2606.28126","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":"2026-06-29T01:15:06Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"+zUCjnT1VMS4jcsFmFnxf2Q4chrlgksWWFbxa/5F3KwDKyX1lvR80jUyhd3bAfD9K4ZBkZAUH8Xxk7k1s2lzBw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-13T01:18:22.792696Z"},"content_sha256":"5cfde492445335fd8ab0cfc1c39634e608b9cdad8c60c836a052f8c473978db9","schema_version":"1.0","event_id":"sha256:5cfde492445335fd8ab0cfc1c39634e608b9cdad8c60c836a052f8c473978db9"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2026:TSAWD2CTZ7AF5RNRCL7F3CRNFP","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"AI-Driven Synthesis for High-Tech System Design: Automating Innovation","license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","headline":"","cross_cats":["cs.AR","cs.CE","cs.ET","cs.RO"],"primary_cat":"cs.AI","authors_text":"Luuk Oerlemans, Steven Westerhof, Theo Hofman","submitted_at":"2026-06-26T14:26:48Z","abstract_excerpt":"This article addresses the combinatorial complexity inherent in modern high-tech system design by presenting automation-in-design (AiD) as a transformative paradigm. We propose computational design synthesis (CDS), a framework utilising deep learning and generative AI to automate the creation of novel systems. Two case studies (e-drive system design and spatial dimensioning problem) serve as proof-points for this approach. The AI-driven methods used in the case studies represent a fundamental shift in engineering, advancing from simulation-based optimisation towards autonomous design with mini"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2606.28126","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/2606.28126/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":"2026-06-29T01:15:06Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"kfit3ePQeHtRupsl+dmla/NViORa1YOyTcL8OMMBbuVNzyAQsDPvi6+g3Th1dweAmZoyf8fqCN+nOsGnbR3QDA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-13T01:18:22.793360Z"},"content_sha256":"2cfc337cff25d18f38753b20e3646e3b7bc03f7c0e18281c23bff1fcebf10972","schema_version":"1.0","event_id":"sha256:2cfc337cff25d18f38753b20e3646e3b7bc03f7c0e18281c23bff1fcebf10972"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/TSAWD2CTZ7AF5RNRCL7F3CRNFP/bundle.json","state_url":"https://pith.science/pith/TSAWD2CTZ7AF5RNRCL7F3CRNFP/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/TSAWD2CTZ7AF5RNRCL7F3CRNFP/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":"2026-07-13T01:18:22Z","links":{"resolver":"https://pith.science/pith/TSAWD2CTZ7AF5RNRCL7F3CRNFP","bundle":"https://pith.science/pith/TSAWD2CTZ7AF5RNRCL7F3CRNFP/bundle.json","state":"https://pith.science/pith/TSAWD2CTZ7AF5RNRCL7F3CRNFP/state.json","well_known_bundle":"https://pith.science/.well-known/pith/TSAWD2CTZ7AF5RNRCL7F3CRNFP/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:TSAWD2CTZ7AF5RNRCL7F3CRNFP","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":"cd07550f11aeb04b0ceb5014d43eaaea048bd2a4666b3dc7c196e4c8edd67d0d","cross_cats_sorted":["cs.AR","cs.CE","cs.ET","cs.RO"],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.AI","submitted_at":"2026-06-26T14:26:48Z","title_canon_sha256":"791b265a5fedc85ece032a3e7dd5aa9fa39269bf5399cf75f152114aee59335a"},"schema_version":"1.0","source":{"id":"2606.28126","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2606.28126","created_at":"2026-06-29T01:15:06Z"},{"alias_kind":"arxiv_version","alias_value":"2606.28126v1","created_at":"2026-06-29T01:15:06Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2606.28126","created_at":"2026-06-29T01:15:06Z"},{"alias_kind":"pith_short_12","alias_value":"TSAWD2CTZ7AF","created_at":"2026-06-29T01:15:06Z"},{"alias_kind":"pith_short_16","alias_value":"TSAWD2CTZ7AF5RNR","created_at":"2026-06-29T01:15:06Z"},{"alias_kind":"pith_short_8","alias_value":"TSAWD2CT","created_at":"2026-06-29T01:15:06Z"}],"graph_snapshots":[{"event_id":"sha256:2cfc337cff25d18f38753b20e3646e3b7bc03f7c0e18281c23bff1fcebf10972","target":"graph","created_at":"2026-06-29T01:15:06Z","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/2606.28126/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"This article addresses the combinatorial complexity inherent in modern high-tech system design by presenting automation-in-design (AiD) as a transformative paradigm. We propose computational design synthesis (CDS), a framework utilising deep learning and generative AI to automate the creation of novel systems. Two case studies (e-drive system design and spatial dimensioning problem) serve as proof-points for this approach. The AI-driven methods used in the case studies represent a fundamental shift in engineering, advancing from simulation-based optimisation towards autonomous design with mini","authors_text":"Luuk Oerlemans, Steven Westerhof, Theo Hofman","cross_cats":["cs.AR","cs.CE","cs.ET","cs.RO"],"headline":"","license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.AI","submitted_at":"2026-06-26T14:26:48Z","title":"AI-Driven Synthesis for High-Tech System Design: Automating Innovation"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2606.28126","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":"sha256:5cfde492445335fd8ab0cfc1c39634e608b9cdad8c60c836a052f8c473978db9","target":"record","created_at":"2026-06-29T01:15:06Z","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":"cd07550f11aeb04b0ceb5014d43eaaea048bd2a4666b3dc7c196e4c8edd67d0d","cross_cats_sorted":["cs.AR","cs.CE","cs.ET","cs.RO"],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.AI","submitted_at":"2026-06-26T14:26:48Z","title_canon_sha256":"791b265a5fedc85ece032a3e7dd5aa9fa39269bf5399cf75f152114aee59335a"},"schema_version":"1.0","source":{"id":"2606.28126","kind":"arxiv","version":1}},"canonical_sha256":"9c8161e853cfc05ec5b112fe5d8a2d2bd2945942f1f5d80e2a2d930a5f054ab6","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"9c8161e853cfc05ec5b112fe5d8a2d2bd2945942f1f5d80e2a2d930a5f054ab6","first_computed_at":"2026-06-29T01:15:06.767228Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-06-29T01:15:06.767228Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"Cs9EFDhD4hAzamGORMr3s45go8Xlv8Gxuk8oJl3nAQu8UL63TI37W30ok83twxoPifXz7LEo5R3VyofV9lZqDQ==","signature_status":"signed_v1","signed_at":"2026-06-29T01:15:06.767635Z","signed_message":"canonical_sha256_bytes"},"source_id":"2606.28126","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:5cfde492445335fd8ab0cfc1c39634e608b9cdad8c60c836a052f8c473978db9","sha256:2cfc337cff25d18f38753b20e3646e3b7bc03f7c0e18281c23bff1fcebf10972"],"state_sha256":"5ce63f29eaec0175bfb8de9455717a8e576476c1821e15d03692b26c8bf0d457"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"3ShNYWgJ9ne3m6AcuFxPJbDo+R7m/x31Ggr89ut09IdrTZGCTikNLyaoxk2mg525SEbMMbxevh/bdQrrsboIBg==","signed_message":"bundle_sha256_bytes","signed_at":"2026-07-13T01:18:22.796886Z","bundle_sha256":"5cdb43d8db69a0e369f270f885165b3e70ecc6e74dbf1b1323acd8a44335a9a6"}}