{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:UZYDH5QZBO3EBGO4P6V7EXF5RW","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":"75a1130a075ec3c7a9c1d4530572da39dadec52704b0657920c9aa12f0df6155","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.MA","submitted_at":"2025-08-01T02:59:30Z","title_canon_sha256":"e58dfd141d29d94fa1401fa64d62ec7132b44def9bd8e7840820c0574da081cd"},"schema_version":"1.0","source":{"id":"2508.00280","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2508.00280","created_at":"2026-07-05T11:46:52Z"},{"alias_kind":"arxiv_version","alias_value":"2508.00280v1","created_at":"2026-07-05T11:46:52Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2508.00280","created_at":"2026-07-05T11:46:52Z"},{"alias_kind":"pith_short_12","alias_value":"UZYDH5QZBO3E","created_at":"2026-07-05T11:46:52Z"},{"alias_kind":"pith_short_16","alias_value":"UZYDH5QZBO3EBGO4","created_at":"2026-07-05T11:46:52Z"},{"alias_kind":"pith_short_8","alias_value":"UZYDH5QZ","created_at":"2026-07-05T11:46:52Z"}],"graph_snapshots":[{"event_id":"sha256:0ab4203177d2e454010bd5187e67543fdfdfb9f7b6f56383ffe72a9d2a594a76","target":"graph","created_at":"2026-07-05T11:46:52Z","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/2508.00280/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"The fast development of Artificial Intelligence (AI) agents provides a promising way for the realization of intelligent and customized wireless networks. In this paper, we propose a Wireless Multi-Agent System (WMAS), which can provide intelligent and customized services for different user equipment (UEs). Note that orchestrating multiple agents carries the risk of malfunction, and multi-agent conversations may fall into infinite loops. It is thus crucial to design a conversation topology for WMAS that enables agents to complete UE task requests with high accuracy and low conversation overhead","authors_text":"Boxiang Ren, Dingli Yuan, Hao Wu, Jie Fan, Jingchen Peng, Lu Yang","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.MA","submitted_at":"2025-08-01T02:59:30Z","title":"WMAS: A Multi-Agent System Towards Intelligent and Customized Wireless Networks"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2508.00280","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":"sha256:94af34621c354b30cff9e497c041bab923807bf9335b20f27c6683281ebdd6ff","target":"record","created_at":"2026-07-05T11:46:52Z","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":"75a1130a075ec3c7a9c1d4530572da39dadec52704b0657920c9aa12f0df6155","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.MA","submitted_at":"2025-08-01T02:59:30Z","title_canon_sha256":"e58dfd141d29d94fa1401fa64d62ec7132b44def9bd8e7840820c0574da081cd"},"schema_version":"1.0","source":{"id":"2508.00280","kind":"arxiv","version":1}},"canonical_sha256":"a67033f6190bb64099dc7fabf25cbd8dacf5927471903e9cd905e3b8f100756d","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"a67033f6190bb64099dc7fabf25cbd8dacf5927471903e9cd905e3b8f100756d","first_computed_at":"2026-07-05T11:46:52.569017Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:46:52.569017Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"36YGKQ1KGWivTuJTyqDmhsYFPb3sWF45REtMHZ2qO8L4+JKBCXOHqoJWiMabcbRYPeSXBr1Nv4lpY2IxR779AQ==","signature_status":"signed_v1","signed_at":"2026-07-05T11:46:52.569418Z","signed_message":"canonical_sha256_bytes"},"source_id":"2508.00280","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:94af34621c354b30cff9e497c041bab923807bf9335b20f27c6683281ebdd6ff","sha256:0ab4203177d2e454010bd5187e67543fdfdfb9f7b6f56383ffe72a9d2a594a76"],"state_sha256":"86bbbc6c9a03507c9a61880a5b66f65b265d66fba7be3f0dc665e962bc1fdf05"}