{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:PZM35V3S5ESV43M3PUUST4CPHP","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":"e343498317fb941bcabeedd390439b01dd08b69bb2c06c3a2c18cafef67db770","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2026-06-04T17:50:39Z","title_canon_sha256":"04d0586bb3e1447fbf03b8e3a0c0ab4d979ae8976576df818219ff618c5658c3"},"schema_version":"1.0","source":{"id":"2606.06459","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2606.06459","created_at":"2026-06-05T01:15:46Z"},{"alias_kind":"arxiv_version","alias_value":"2606.06459v1","created_at":"2026-06-05T01:15:46Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2606.06459","created_at":"2026-06-05T01:15:46Z"},{"alias_kind":"pith_short_12","alias_value":"PZM35V3S5ESV","created_at":"2026-06-05T01:15:46Z"},{"alias_kind":"pith_short_16","alias_value":"PZM35V3S5ESV43M3","created_at":"2026-06-05T01:15:46Z"},{"alias_kind":"pith_short_8","alias_value":"PZM35V3S","created_at":"2026-06-05T01:15:46Z"}],"graph_snapshots":[{"event_id":"sha256:9a1c767b28636244825d882b4803ad1ef23fb72535daad36aa225f3e8d7dd215","target":"graph","created_at":"2026-06-05T01:15:46Z","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/2606.06459/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Next-generation wireless networks are expected to rely on multiple concurrent AI-driven control functions that optimize different network objectives simultaneously, particularly in AI-integrated and open radio access network architectures such as AI Radio Access Network (AI-RAN) and Open Radio Access Network (O-RAN). When these functions interact, they can interfere with one another in ways that are difficult to detect from raw network data alone. A key missing piece for managing such interactions is a reliable, interpretable dependency structure that captures which control parameters are acti","authors_text":"Christie Djidjev, Nicholas Kaminski","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2026-06-04T17:50:39Z","title":"Event Detection for Parameter-to-KPI Dependency Learning for AI-RAN"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2606.06459","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":"sha256:39008a44819fa3b0b7ef7d7633bf16a49494141520ee29bd78df13a024b286c0","target":"record","created_at":"2026-06-05T01:15:46Z","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":"e343498317fb941bcabeedd390439b01dd08b69bb2c06c3a2c18cafef67db770","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2026-06-04T17:50:39Z","title_canon_sha256":"04d0586bb3e1447fbf03b8e3a0c0ab4d979ae8976576df818219ff618c5658c3"},"schema_version":"1.0","source":{"id":"2606.06459","kind":"arxiv","version":1}},"canonical_sha256":"7e59bed772e9255e6d9b7d2929f04f3bfedf70440f36a25a8ddc5ea2e458d37a","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"7e59bed772e9255e6d9b7d2929f04f3bfedf70440f36a25a8ddc5ea2e458d37a","first_computed_at":"2026-06-05T01:15:46.188535Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-06-05T01:15:46.188535Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"MGKgW8jTRQUCmLTIJFakl8c2AsgsXddesIiRBFroOw+/6HaNs6X6TDHr6EWtkUiZ3fN898anrXj3KYYnAm9+Ag==","signature_status":"signed_v1","signed_at":"2026-06-05T01:15:46.188958Z","signed_message":"canonical_sha256_bytes"},"source_id":"2606.06459","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:39008a44819fa3b0b7ef7d7633bf16a49494141520ee29bd78df13a024b286c0","sha256:9a1c767b28636244825d882b4803ad1ef23fb72535daad36aa225f3e8d7dd215"],"state_sha256":"eeaf9034c6536c904cc27a14b5aa8475afe1a7b945f922d01a934238b1eb0c58"}