{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:BVFFM4VCGPS7DFMU6AA4YU5AYF","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":"1492eff3f04e068104a20894aa6a8a4ec3f8fde74745fad318be6e7e48f077cd","cross_cats_sorted":["cs.AI","cs.LG"],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.MA","submitted_at":"2025-06-03T14:32:48Z","title_canon_sha256":"45ccf4fb3d8d47ac292e9ae5f8f53e5b11a3f59f1182da592621174418da8a47"},"schema_version":"1.0","source":{"id":"2506.02931","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2506.02931","created_at":"2026-07-05T11:15:12Z"},{"alias_kind":"arxiv_version","alias_value":"2506.02931v1","created_at":"2026-07-05T11:15:12Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2506.02931","created_at":"2026-07-05T11:15:12Z"},{"alias_kind":"pith_short_12","alias_value":"BVFFM4VCGPS7","created_at":"2026-07-05T11:15:12Z"},{"alias_kind":"pith_short_16","alias_value":"BVFFM4VCGPS7DFMU","created_at":"2026-07-05T11:15:12Z"},{"alias_kind":"pith_short_8","alias_value":"BVFFM4VC","created_at":"2026-07-05T11:15:12Z"}],"graph_snapshots":[{"event_id":"sha256:0901de6c997ae3e6f4a0b5a792c6fd34afabcf1c520309f4d7582821ac169af9","target":"graph","created_at":"2026-07-05T11:15:12Z","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/2506.02931/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"This paper presents ThinkTank, a comprehensive and scalable framework designed to transform specialized AI agent systems into versatile collaborative intelligence platforms capable of supporting complex problem-solving across diverse domains. ThinkTank systematically generalizes agent roles, meeting structures, and knowledge integration mechanisms by adapting proven scientific collaboration methodologies. Through role abstraction, generalization of meeting types for iterative collaboration, and the integration of Retrieval-Augmented Generation with advanced knowledge storage, the framework fac","authors_text":"Dheeraj Reddy Mudireddy, Jian Tao, Praneet Sai Madhu Surabhi","cross_cats":["cs.AI","cs.LG"],"headline":"","license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.MA","submitted_at":"2025-06-03T14:32:48Z","title":"ThinkTank: A Framework for Generalizing Domain-Specific AI Agent Systems into Universal Collaborative Intelligence Platforms"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2506.02931","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":"sha256:7b278f17d73484215d36d439bcd8650056069b9fd0674bb1307ce3edee77a575","target":"record","created_at":"2026-07-05T11:15:12Z","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":"1492eff3f04e068104a20894aa6a8a4ec3f8fde74745fad318be6e7e48f077cd","cross_cats_sorted":["cs.AI","cs.LG"],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.MA","submitted_at":"2025-06-03T14:32:48Z","title_canon_sha256":"45ccf4fb3d8d47ac292e9ae5f8f53e5b11a3f59f1182da592621174418da8a47"},"schema_version":"1.0","source":{"id":"2506.02931","kind":"arxiv","version":1}},"canonical_sha256":"0d4a5672a233e5f19594f001cc53a0c1544d55185d9ea012ffd31735521428dd","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"0d4a5672a233e5f19594f001cc53a0c1544d55185d9ea012ffd31735521428dd","first_computed_at":"2026-07-05T11:15:12.151050Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:15:12.151050Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"RlQOvRS6ieEKgM+5r9pUziFIDJtjxt1/K7Z+Q5Nfn9XCsF3t3gEf4lmiQw9V5Y9+T1QAkz3+A14w8zer4gjmCQ==","signature_status":"signed_v1","signed_at":"2026-07-05T11:15:12.151570Z","signed_message":"canonical_sha256_bytes"},"source_id":"2506.02931","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:7b278f17d73484215d36d439bcd8650056069b9fd0674bb1307ce3edee77a575","sha256:0901de6c997ae3e6f4a0b5a792c6fd34afabcf1c520309f4d7582821ac169af9"],"state_sha256":"74f6557514e73821afeb00a89e55f22dfd0cce90fc55a12463d8c572f26acf2a"}