{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:COM3YJK7IHKBQLIYKD63VYSC4F","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":"d8a7e4753490772b00cdfe04053abefe4c61bebb835acc3ac461882445ae793a","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.SE","submitted_at":"2025-04-06T21:42:02Z","title_canon_sha256":"219fbdba61361e3e33adfc7dbba50009bc93822255dfce2d73668d25f8aafa57"},"schema_version":"1.0","source":{"id":"2504.04630","kind":"arxiv","version":3}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2504.04630","created_at":"2026-07-07T02:17:06Z"},{"alias_kind":"arxiv_version","alias_value":"2504.04630v3","created_at":"2026-07-07T02:17:06Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2504.04630","created_at":"2026-07-07T02:17:06Z"},{"alias_kind":"pith_short_12","alias_value":"COM3YJK7IHKB","created_at":"2026-07-07T02:17:06Z"},{"alias_kind":"pith_short_16","alias_value":"COM3YJK7IHKBQLIY","created_at":"2026-07-07T02:17:06Z"},{"alias_kind":"pith_short_8","alias_value":"COM3YJK7","created_at":"2026-07-07T02:17:06Z"}],"graph_snapshots":[{"event_id":"sha256:89d4d7658c0b7c17e9059edcf5878b6b5c18b17e52a540c4844f89f4f218ddfc","target":"graph","created_at":"2026-07-07T02:17:06Z","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/2504.04630/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Foundation Models (FMs), particularly Large Language Models (LLMs), are increasingly used to support various software engineering activities (e.g., coding and testing). Their adoption in software engineering of Cyber-Physical Systems (CPSs) is also growing. However, research in this area remains limited. Most existing studies have primarily focused on LLMs, only one type of FM, leaving ample opportunities to explore other FMs, such as vision-language models. We argue that, in addition to LLMs, other FMs utilizing different data modalities (e.g., images, audio) and multimodal models (which inte","authors_text":"Aitor Arrieta, Chengjie Lu, Erblin Isaku, Hassan Sartaj, Jiahui Wu, Pablo Valle, Shaukat Ali","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.SE","submitted_at":"2025-04-06T21:42:02Z","title":"Foundation Models for Software Engineering of Cyber-Physical Systems: the Road Ahead"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2504.04630","kind":"arxiv","version":3},"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":"sha256:0457be580f21adda25aac878cab77d904d6a4b16607162ab640ea59d9311215f","target":"record","created_at":"2026-07-07T02:17:06Z","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":"d8a7e4753490772b00cdfe04053abefe4c61bebb835acc3ac461882445ae793a","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.SE","submitted_at":"2025-04-06T21:42:02Z","title_canon_sha256":"219fbdba61361e3e33adfc7dbba50009bc93822255dfce2d73668d25f8aafa57"},"schema_version":"1.0","source":{"id":"2504.04630","kind":"arxiv","version":3}},"canonical_sha256":"1399bc255f41d4182d1850fdbae242e163b350bbe38dee36d628276b7cc7af7d","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"1399bc255f41d4182d1850fdbae242e163b350bbe38dee36d628276b7cc7af7d","first_computed_at":"2026-07-07T02:17:06.698410Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-07T02:17:06.698410Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"sYdmDXgndXv1+K4Fapxi+v/KLT8p+XcDfMtgWKYzhEnqi/5cj+q1f95QaiDvLoSkEqQIHvjG+RVxHe+5TuA1Cg==","signature_status":"signed_v1","signed_at":"2026-07-07T02:17:06.699268Z","signed_message":"canonical_sha256_bytes"},"source_id":"2504.04630","source_kind":"arxiv","source_version":3}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:0457be580f21adda25aac878cab77d904d6a4b16607162ab640ea59d9311215f","sha256:89d4d7658c0b7c17e9059edcf5878b6b5c18b17e52a540c4844f89f4f218ddfc"],"state_sha256":"071b9f389f5c901d716efe0faa98c1cdd399fc1c09d81f36c2d0f511d6b9dd26"}