{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:42ZXBALKP2F5NRKIG3EZXEZQLS","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":"7b19eaccae6e33c10eb4a2ee64895c7b05b4adbcd801c5d622e29c0c7910643d","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.MA","submitted_at":"2025-01-15T16:46:32Z","title_canon_sha256":"46bc35c8e26d73d86ab279d4ef9cfbe96d4f291026fd0ffadca2176d147d09f5"},"schema_version":"1.0","source":{"id":"2501.08944","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2501.08944","created_at":"2026-07-05T10:01:28Z"},{"alias_kind":"arxiv_version","alias_value":"2501.08944v1","created_at":"2026-07-05T10:01:28Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2501.08944","created_at":"2026-07-05T10:01:28Z"},{"alias_kind":"pith_short_12","alias_value":"42ZXBALKP2F5","created_at":"2026-07-05T10:01:28Z"},{"alias_kind":"pith_short_16","alias_value":"42ZXBALKP2F5NRKI","created_at":"2026-07-05T10:01:28Z"},{"alias_kind":"pith_short_8","alias_value":"42ZXBALK","created_at":"2026-07-05T10:01:28Z"}],"graph_snapshots":[{"event_id":"sha256:c3badf61ccf8719eb104ef21e7d793f1e609810d1477a80ee3bb69ec5114be87","target":"graph","created_at":"2026-07-05T10:01:28Z","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/2501.08944/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Vertical AI Agents are revolutionizing industries by delivering domain-specific intelligence and tailored solutions. However, many sectors, such as manufacturing, healthcare, and logistics, demand AI systems capable of extending their intelligence into the physical world, interacting directly with objects, environments, and dynamic conditions. This need has led to the emergence of Physical AI Agents--systems that integrate cognitive reasoning, powered by specialized LLMs, with precise physical actions to perform real-world tasks.\n  This work introduces Physical AI Agents as an evolution of sha","authors_text":"Fouad Bousetouane","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.MA","submitted_at":"2025-01-15T16:46:32Z","title":"Physical AI Agents: Integrating Cognitive Intelligence with Real-World Action"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2501.08944","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":"sha256:07d3e45d0836be4e302bb9d31f80ada10913427b84ead5a946169531103daf2f","target":"record","created_at":"2026-07-05T10:01:28Z","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":"7b19eaccae6e33c10eb4a2ee64895c7b05b4adbcd801c5d622e29c0c7910643d","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.MA","submitted_at":"2025-01-15T16:46:32Z","title_canon_sha256":"46bc35c8e26d73d86ab279d4ef9cfbe96d4f291026fd0ffadca2176d147d09f5"},"schema_version":"1.0","source":{"id":"2501.08944","kind":"arxiv","version":1}},"canonical_sha256":"e6b370816a7e8bd6c54836c99b93305c8a3c1563842051842aa3ff7b34d6cd7b","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"e6b370816a7e8bd6c54836c99b93305c8a3c1563842051842aa3ff7b34d6cd7b","first_computed_at":"2026-07-05T10:01:28.263019Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T10:01:28.263019Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"kV12WGtbpVFb+0R+E16XY010Rt6QaJSFZ0xh7/RtIepiziUV+55/k0qRfhbFD6m6TnsKCGNJIkBqXmPk4oAiBA==","signature_status":"signed_v1","signed_at":"2026-07-05T10:01:28.263463Z","signed_message":"canonical_sha256_bytes"},"source_id":"2501.08944","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:07d3e45d0836be4e302bb9d31f80ada10913427b84ead5a946169531103daf2f","sha256:c3badf61ccf8719eb104ef21e7d793f1e609810d1477a80ee3bb69ec5114be87"],"state_sha256":"34f01f1b1d4d28539cad1e9a80febe3664e5fb863a9d99ae0a9728d673a0f43e"}