{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2025:IX6VIIGUW56WD472CTCLQLLO2L","short_pith_number":"pith:IX6VIIGU","canonical_record":{"source":{"id":"2510.21378","kind":"arxiv","version":2},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"eess.SP","submitted_at":"2025-10-24T12:00:47Z","cross_cats_sorted":[],"title_canon_sha256":"04cfa27f6e7fe9b7e9fc367bfe8acebd7e7e95ec5f2df661366b5704879fcfa0","abstract_canon_sha256":"ed8badbc9f75c3eaa26c9cd2f2ba591b9386d0c0ae6823595bf1de05eb4966c4"},"schema_version":"1.0"},"canonical_sha256":"45fd5420d4b77d61f3fa14c4b82d6ed2c8bbf0b98163cb8a78a4af02b6df5579","source":{"kind":"arxiv","id":"2510.21378","version":2},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2510.21378","created_at":"2026-05-21T01:05:11Z"},{"alias_kind":"arxiv_version","alias_value":"2510.21378v2","created_at":"2026-05-21T01:05:11Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2510.21378","created_at":"2026-05-21T01:05:11Z"},{"alias_kind":"pith_short_12","alias_value":"IX6VIIGUW56W","created_at":"2026-05-21T01:05:11Z"},{"alias_kind":"pith_short_16","alias_value":"IX6VIIGUW56WD472","created_at":"2026-05-21T01:05:11Z"},{"alias_kind":"pith_short_8","alias_value":"IX6VIIGU","created_at":"2026-05-21T01:05:11Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2025:IX6VIIGUW56WD472CTCLQLLO2L","target":"record","payload":{"canonical_record":{"source":{"id":"2510.21378","kind":"arxiv","version":2},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"eess.SP","submitted_at":"2025-10-24T12:00:47Z","cross_cats_sorted":[],"title_canon_sha256":"04cfa27f6e7fe9b7e9fc367bfe8acebd7e7e95ec5f2df661366b5704879fcfa0","abstract_canon_sha256":"ed8badbc9f75c3eaa26c9cd2f2ba591b9386d0c0ae6823595bf1de05eb4966c4"},"schema_version":"1.0"},"canonical_sha256":"45fd5420d4b77d61f3fa14c4b82d6ed2c8bbf0b98163cb8a78a4af02b6df5579","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-21T01:05:11.320697Z","signature_b64":"T9yhPfXxOMAPNkh79fW9+GWa6gPY5iqj9K8BE0YSsej3J0utvyeOErdvwlO5WQpAqUC1UoSszwda/p7mZw6GCg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"45fd5420d4b77d61f3fa14c4b82d6ed2c8bbf0b98163cb8a78a4af02b6df5579","last_reissued_at":"2026-05-21T01:05:11.319737Z","signature_status":"signed_v1","first_computed_at":"2026-05-21T01:05:11.319737Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2510.21378","source_version":2,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-05-21T01:05:11Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"2jqrqVwftyx1q8gNV5KhbLwW69sPVMlUplNXga+c9NJYzSLc4ocnKabxZuM2Khr3+W0h1WRXd6IgsUUGCzmgAQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-05-23T06:38:46.139792Z"},"content_sha256":"778ec0a0d9c5f27eb6a6455a56da6f5840252453f85c567ca06e84a9f7001c4a","schema_version":"1.0","event_id":"sha256:778ec0a0d9c5f27eb6a6455a56da6f5840252453f85c567ca06e84a9f7001c4a"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2025:IX6VIIGUW56WD472CTCLQLLO2L","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Optimized Power Control for Multi-User Integrated Sensing and Edge AI","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":[],"primary_cat":"eess.SP","authors_text":"Biao Dong, Bin Cao","submitted_at":"2025-10-24T12:00:47Z","abstract_excerpt":"This work investigates an integrated sensing and edge artificial intelligence (ISEA) system, where multiple devices first transmit probing signals for target sensing and then offload locally extracted features to the access point (AP) via analog over-the-air computation (AirComp) for collaborative inference. To characterize the relationship between AirComp error and inference performance, two proxies are established: the \\emph{computation-optimal} proxy that minimizes the aggregation distortion, and the \\emph{decision-optimal} proxy that maximizes the inter-class separability, respectively. Op"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2510.21378","kind":"arxiv","version":2},"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/2510.21378/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":"2026-05-21T01:05:11Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"RxiLwa9Ty3LDEuLtYHlajUE0PCBgM7Us2FW9VgJ/LPPKjcDU+4OQ9YEIIbxohwvVLHV0iEox4IsOriYFplN8DQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-05-23T06:38:46.140579Z"},"content_sha256":"93c9769bb6caac79db45ae62934b629fff6be182250cc1a521655017d2586b8e","schema_version":"1.0","event_id":"sha256:93c9769bb6caac79db45ae62934b629fff6be182250cc1a521655017d2586b8e"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/IX6VIIGUW56WD472CTCLQLLO2L/bundle.json","state_url":"https://pith.science/pith/IX6VIIGUW56WD472CTCLQLLO2L/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/IX6VIIGUW56WD472CTCLQLLO2L/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":"2026-05-23T06:38:46Z","links":{"resolver":"https://pith.science/pith/IX6VIIGUW56WD472CTCLQLLO2L","bundle":"https://pith.science/pith/IX6VIIGUW56WD472CTCLQLLO2L/bundle.json","state":"https://pith.science/pith/IX6VIIGUW56WD472CTCLQLLO2L/state.json","well_known_bundle":"https://pith.science/.well-known/pith/IX6VIIGUW56WD472CTCLQLLO2L/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:IX6VIIGUW56WD472CTCLQLLO2L","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":"ed8badbc9f75c3eaa26c9cd2f2ba591b9386d0c0ae6823595bf1de05eb4966c4","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"eess.SP","submitted_at":"2025-10-24T12:00:47Z","title_canon_sha256":"04cfa27f6e7fe9b7e9fc367bfe8acebd7e7e95ec5f2df661366b5704879fcfa0"},"schema_version":"1.0","source":{"id":"2510.21378","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2510.21378","created_at":"2026-05-21T01:05:11Z"},{"alias_kind":"arxiv_version","alias_value":"2510.21378v2","created_at":"2026-05-21T01:05:11Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2510.21378","created_at":"2026-05-21T01:05:11Z"},{"alias_kind":"pith_short_12","alias_value":"IX6VIIGUW56W","created_at":"2026-05-21T01:05:11Z"},{"alias_kind":"pith_short_16","alias_value":"IX6VIIGUW56WD472","created_at":"2026-05-21T01:05:11Z"},{"alias_kind":"pith_short_8","alias_value":"IX6VIIGU","created_at":"2026-05-21T01:05:11Z"}],"graph_snapshots":[{"event_id":"sha256:93c9769bb6caac79db45ae62934b629fff6be182250cc1a521655017d2586b8e","target":"graph","created_at":"2026-05-21T01:05:11Z","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/2510.21378/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"This work investigates an integrated sensing and edge artificial intelligence (ISEA) system, where multiple devices first transmit probing signals for target sensing and then offload locally extracted features to the access point (AP) via analog over-the-air computation (AirComp) for collaborative inference. To characterize the relationship between AirComp error and inference performance, two proxies are established: the \\emph{computation-optimal} proxy that minimizes the aggregation distortion, and the \\emph{decision-optimal} proxy that maximizes the inter-class separability, respectively. Op","authors_text":"Biao Dong, Bin Cao","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"eess.SP","submitted_at":"2025-10-24T12:00:47Z","title":"Optimized Power Control for Multi-User Integrated Sensing and Edge AI"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2510.21378","kind":"arxiv","version":2},"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":"sha256:778ec0a0d9c5f27eb6a6455a56da6f5840252453f85c567ca06e84a9f7001c4a","target":"record","created_at":"2026-05-21T01:05:11Z","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":"ed8badbc9f75c3eaa26c9cd2f2ba591b9386d0c0ae6823595bf1de05eb4966c4","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"eess.SP","submitted_at":"2025-10-24T12:00:47Z","title_canon_sha256":"04cfa27f6e7fe9b7e9fc367bfe8acebd7e7e95ec5f2df661366b5704879fcfa0"},"schema_version":"1.0","source":{"id":"2510.21378","kind":"arxiv","version":2}},"canonical_sha256":"45fd5420d4b77d61f3fa14c4b82d6ed2c8bbf0b98163cb8a78a4af02b6df5579","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"45fd5420d4b77d61f3fa14c4b82d6ed2c8bbf0b98163cb8a78a4af02b6df5579","first_computed_at":"2026-05-21T01:05:11.319737Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-21T01:05:11.319737Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"T9yhPfXxOMAPNkh79fW9+GWa6gPY5iqj9K8BE0YSsej3J0utvyeOErdvwlO5WQpAqUC1UoSszwda/p7mZw6GCg==","signature_status":"signed_v1","signed_at":"2026-05-21T01:05:11.320697Z","signed_message":"canonical_sha256_bytes"},"source_id":"2510.21378","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:778ec0a0d9c5f27eb6a6455a56da6f5840252453f85c567ca06e84a9f7001c4a","sha256:93c9769bb6caac79db45ae62934b629fff6be182250cc1a521655017d2586b8e"],"state_sha256":"f64c5e43a09c864fa8492d8c2590875a3d7759b94e8e14e7aae8f9b82f127e9f"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"q25UiG1uWm1LHWkHYc0Kr2CsDDAky0TDqecMIEHqj5JLE5Nr2Li8y48rokDgi8fFr5Z0fIrAM0to1l628HnfAw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-05-23T06:38:46.144522Z","bundle_sha256":"deae37ea4167c505cdbea779905a905f9c7de5d6141223b6d1be06f3f6022fa6"}}