{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:N6OJDSS57EPB5KVG7FLKQLKBQM","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":"33c254660e391a7d3a31add7f7bfd924efefcec73ee74671a4dbeb0afef0fd5d","cross_cats_sorted":["cs.AI","cs.LG","stat.ML"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.MA","submitted_at":"2026-05-26T08:10:52Z","title_canon_sha256":"702d693fd114a576e248f4729d6fca81f94beb3d75db1e8f9959f5fd86cd99cc"},"schema_version":"1.0","source":{"id":"2605.27466","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2605.27466","created_at":"2026-05-28T00:05:20Z"},{"alias_kind":"arxiv_version","alias_value":"2605.27466v1","created_at":"2026-05-28T00:05:20Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2605.27466","created_at":"2026-05-28T00:05:20Z"},{"alias_kind":"pith_short_12","alias_value":"N6OJDSS57EPB","created_at":"2026-05-28T00:05:20Z"},{"alias_kind":"pith_short_16","alias_value":"N6OJDSS57EPB5KVG","created_at":"2026-05-28T00:05:20Z"},{"alias_kind":"pith_short_8","alias_value":"N6OJDSS5","created_at":"2026-05-28T00:05:20Z"}],"graph_snapshots":[{"event_id":"sha256:e99bdda8e4ec8e7bf46e78fbc8cc805741e2b987403b8a2c2d7210eb0f99bf65","target":"graph","created_at":"2026-05-28T00:05:20Z","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/2605.27466/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Multi-agent systems built on large language models (LLMs) require many coordination choices that are difficult to fix a priori: which skill protocol to invoke, which agent role should perform a subtask, which model to bind to each role, how roles should interact, when to use retrieval or verification, and when to omit a step entirely. These choices interact with task regime and operational constraints, so static pipelines and one-off model comparisons provide only a limited view of the design space. This paper introduces AgensFlow, an open-source framework that treats multi-agent coordination ","authors_text":"Nicole Koenigstein","cross_cats":["cs.AI","cs.LG","stat.ML"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.MA","submitted_at":"2026-05-26T08:10:52Z","title":"AgensFlow: A Coordination-Policy Substrate for Multi-Agent Systems"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2605.27466","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:a9e3ffc1ba388df74209f98eb6d9953bd09c7f738675efcf16df5fb9d974e000","target":"record","created_at":"2026-05-28T00:05:20Z","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":"33c254660e391a7d3a31add7f7bfd924efefcec73ee74671a4dbeb0afef0fd5d","cross_cats_sorted":["cs.AI","cs.LG","stat.ML"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.MA","submitted_at":"2026-05-26T08:10:52Z","title_canon_sha256":"702d693fd114a576e248f4729d6fca81f94beb3d75db1e8f9959f5fd86cd99cc"},"schema_version":"1.0","source":{"id":"2605.27466","kind":"arxiv","version":1}},"canonical_sha256":"6f9c91ca5df91e1eaaa6f956a82d41832010d5857305c83efb99427e5575f361","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"6f9c91ca5df91e1eaaa6f956a82d41832010d5857305c83efb99427e5575f361","first_computed_at":"2026-05-28T00:05:20.111107Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-28T00:05:20.111107Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"c/obI+VTMH60Mt9L8zGDXTh1H6Ezuj7KuLiJQ9vfhSECFs2HqbJLjUE+nbX7fU0L2U47awWaIrDA0bdWDPc4DQ==","signature_status":"signed_v1","signed_at":"2026-05-28T00:05:20.112089Z","signed_message":"canonical_sha256_bytes"},"source_id":"2605.27466","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:a9e3ffc1ba388df74209f98eb6d9953bd09c7f738675efcf16df5fb9d974e000","sha256:e99bdda8e4ec8e7bf46e78fbc8cc805741e2b987403b8a2c2d7210eb0f99bf65"],"state_sha256":"7665842adb4cf23e230ff90b7c90a4f7625776062d714de50a26740ea430d44f"}