{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2025:W5U4SNRHHOBE64BGNHD24WYGOJ","short_pith_number":"pith:W5U4SNRH","schema_version":"1.0","canonical_sha256":"b769c936273b824f702669c7ae5b06726d41c7bd9bf0de2f7a2ff4eb98cc145a","source":{"kind":"arxiv","id":"2508.11294","version":1},"attestation_state":"computed","paper":{"title":"Allen: Rethinking MAS Design through Step-Level Policy Autonomy","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.CV"],"primary_cat":"cs.MA","authors_text":"Mingyou Yao, Qiangong Zhou, Zhiting Wang, Zongyang Liu","submitted_at":"2025-08-15T08:02:34Z","abstract_excerpt":"We introduce a new Multi-Agent System (MAS) - Allen, designed to address two core challenges in current MAS design: (1) improve system's policy autonomy, empowering agents to dynamically adapt their behavioral strategies, and (2) achieving the trade-off between collaborative efficiency, task supervision, and human oversight in complex network topologies.\n  Our core insight is to redefine the basic execution unit in the MAS, allowing agents to autonomously form different patterns by combining these units. We have constructed a four-tier state architecture (Task, Stage, Agent, Step) to constrain"},"verification_status":{"content_addressed":true,"pith_receipt":true,"author_attested":false,"weak_author_claims":0,"strong_author_claims":0,"externally_anchored":false,"storage_verified":false,"citation_signatures":0,"replication_records":0,"graph_snapshot":true,"references_resolved":false,"formal_links_present":false},"canonical_record":{"source":{"id":"2508.11294","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.MA","submitted_at":"2025-08-15T08:02:34Z","cross_cats_sorted":["cs.CV"],"title_canon_sha256":"469400a1b5a30043d9cf00e3cb833241b0e25f4324eedb680cd59add54e48068","abstract_canon_sha256":"30815700507176f4edfb11d1d5ee5e26b928e2526765ea9c8eabc50941f98491"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T11:54:22.210425Z","signature_b64":"qOTfrUo+9Un4gZo8n6NdyScKy7VAi0Oo7Q3l7eFAetn8GsPRjT3RBHapcIjsK9scUCgQ0IVjj/sQ2bacxQ8LDw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"b769c936273b824f702669c7ae5b06726d41c7bd9bf0de2f7a2ff4eb98cc145a","last_reissued_at":"2026-07-05T11:54:22.209916Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T11:54:22.209916Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Allen: Rethinking MAS Design through Step-Level Policy Autonomy","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.CV"],"primary_cat":"cs.MA","authors_text":"Mingyou Yao, Qiangong Zhou, Zhiting Wang, Zongyang Liu","submitted_at":"2025-08-15T08:02:34Z","abstract_excerpt":"We introduce a new Multi-Agent System (MAS) - Allen, designed to address two core challenges in current MAS design: (1) improve system's policy autonomy, empowering agents to dynamically adapt their behavioral strategies, and (2) achieving the trade-off between collaborative efficiency, task supervision, and human oversight in complex network topologies.\n  Our core insight is to redefine the basic execution unit in the MAS, allowing agents to autonomously form different patterns by combining these units. We have constructed a four-tier state architecture (Task, Stage, Agent, Step) to constrain"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2508.11294","kind":"arxiv","version":1},"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/2508.11294/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"},"aliases":[{"alias_kind":"arxiv","alias_value":"2508.11294","created_at":"2026-07-05T11:54:22.209975+00:00"},{"alias_kind":"arxiv_version","alias_value":"2508.11294v1","created_at":"2026-07-05T11:54:22.209975+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2508.11294","created_at":"2026-07-05T11:54:22.209975+00:00"},{"alias_kind":"pith_short_12","alias_value":"W5U4SNRHHOBE","created_at":"2026-07-05T11:54:22.209975+00:00"},{"alias_kind":"pith_short_16","alias_value":"W5U4SNRHHOBE64BG","created_at":"2026-07-05T11:54:22.209975+00:00"},{"alias_kind":"pith_short_8","alias_value":"W5U4SNRH","created_at":"2026-07-05T11:54:22.209975+00:00"}],"events":[],"event_summary":{},"paper_claims":[],"inbound_citations":{"count":0,"internal_anchor_count":0,"sample":[]},"formal_canon":{"evidence_count":0,"sample":[],"anchors":[]},"links":{"html":"https://pith.science/pith/W5U4SNRHHOBE64BGNHD24WYGOJ","json":"https://pith.science/pith/W5U4SNRHHOBE64BGNHD24WYGOJ.json","graph_json":"https://pith.science/api/pith-number/W5U4SNRHHOBE64BGNHD24WYGOJ/graph.json","events_json":"https://pith.science/api/pith-number/W5U4SNRHHOBE64BGNHD24WYGOJ/events.json","paper":"https://pith.science/paper/W5U4SNRH"},"agent_actions":{"view_html":"https://pith.science/pith/W5U4SNRHHOBE64BGNHD24WYGOJ","download_json":"https://pith.science/pith/W5U4SNRHHOBE64BGNHD24WYGOJ.json","view_paper":"https://pith.science/paper/W5U4SNRH","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2508.11294&json=true","fetch_graph":"https://pith.science/api/pith-number/W5U4SNRHHOBE64BGNHD24WYGOJ/graph.json","fetch_events":"https://pith.science/api/pith-number/W5U4SNRHHOBE64BGNHD24WYGOJ/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/W5U4SNRHHOBE64BGNHD24WYGOJ/action/timestamp_anchor","attest_storage":"https://pith.science/pith/W5U4SNRHHOBE64BGNHD24WYGOJ/action/storage_attestation","attest_author":"https://pith.science/pith/W5U4SNRHHOBE64BGNHD24WYGOJ/action/author_attestation","sign_citation":"https://pith.science/pith/W5U4SNRHHOBE64BGNHD24WYGOJ/action/citation_signature","submit_replication":"https://pith.science/pith/W5U4SNRHHOBE64BGNHD24WYGOJ/action/replication_record"}},"created_at":"2026-07-05T11:54:22.209975+00:00","updated_at":"2026-07-05T11:54:22.209975+00:00"}