{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:KB25QA3EFXDMFNMT6VR65TXNKN","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":"77576ca7c7871ac8ee087af9da27d43ba15f43603bca26103a8f231d6d9bf629","cross_cats_sorted":["cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.MA","submitted_at":"2024-10-03T14:14:31Z","title_canon_sha256":"8833eaca91178ed36e3bc40bbfd7cf7518434de8d44b1c808250acab5cdafd90"},"schema_version":"1.0","source":{"id":"2410.02506","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2410.02506","created_at":"2026-07-05T09:15:21Z"},{"alias_kind":"arxiv_version","alias_value":"2410.02506v1","created_at":"2026-07-05T09:15:21Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2410.02506","created_at":"2026-07-05T09:15:21Z"},{"alias_kind":"pith_short_12","alias_value":"KB25QA3EFXDM","created_at":"2026-07-05T09:15:21Z"},{"alias_kind":"pith_short_16","alias_value":"KB25QA3EFXDMFNMT","created_at":"2026-07-05T09:15:21Z"},{"alias_kind":"pith_short_8","alias_value":"KB25QA3E","created_at":"2026-07-05T09:15:21Z"}],"graph_snapshots":[{"event_id":"sha256:362151a8e6d5015a7680fdbec71a80bd3a83a7856e3468f328636bbcfd63acc8","target":"graph","created_at":"2026-07-05T09:15:21Z","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/2410.02506/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Recent advancements in large language model (LLM)-powered agents have shown that collective intelligence can significantly outperform individual capabilities, largely attributed to the meticulously designed inter-agent communication topologies. Though impressive in performance, existing multi-agent pipelines inherently introduce substantial token overhead, as well as increased economic costs, which pose challenges for their large-scale deployments. In response to this challenge, we propose an economical, simple, and robust multi-agent communication framework, termed $\\texttt{AgentPrune}$, whic","authors_text":"Dawei Cheng, Guancheng Wan, Guibin Zhang, Jeffrey Xu Yu, Kun Wang, Sukwon Yun, Tianlong Chen, Yanwei Yue, Zhixun Li","cross_cats":["cs.LG"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.MA","submitted_at":"2024-10-03T14:14:31Z","title":"Cut the Crap: An Economical Communication Pipeline for LLM-based Multi-Agent Systems"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2410.02506","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":"sha256:8f69e0b1f2cb1978fbf53c86064b185bb8f426a6c25e37848eb5bf1b5a78739f","target":"record","created_at":"2026-07-05T09:15:21Z","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":"77576ca7c7871ac8ee087af9da27d43ba15f43603bca26103a8f231d6d9bf629","cross_cats_sorted":["cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.MA","submitted_at":"2024-10-03T14:14:31Z","title_canon_sha256":"8833eaca91178ed36e3bc40bbfd7cf7518434de8d44b1c808250acab5cdafd90"},"schema_version":"1.0","source":{"id":"2410.02506","kind":"arxiv","version":1}},"canonical_sha256":"5075d803642dc6c2b593f563eeceed5347a8b417b8ae6f2003c2337abef51ba5","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"5075d803642dc6c2b593f563eeceed5347a8b417b8ae6f2003c2337abef51ba5","first_computed_at":"2026-07-05T09:15:21.932335Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T09:15:21.932335Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"GW0NTd3HRGL0mbrBZFs01cz7wWQjymsv2GZY9PNOygTrovEPsDCeBVXVhelXylHphiyFOeFMl+Lm1/tKgMYxCg==","signature_status":"signed_v1","signed_at":"2026-07-05T09:15:21.932831Z","signed_message":"canonical_sha256_bytes"},"source_id":"2410.02506","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:8f69e0b1f2cb1978fbf53c86064b185bb8f426a6c25e37848eb5bf1b5a78739f","sha256:362151a8e6d5015a7680fdbec71a80bd3a83a7856e3468f328636bbcfd63acc8"],"state_sha256":"855e063ceecb231b870c804f723bf92a8b32137c79d231d6deec8f567cb6d505"}