{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2026:WLDAYEGVR2MP5O66TWJ3JQOZPS","short_pith_number":"pith:WLDAYEGV","canonical_record":{"source":{"id":"2605.15768","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2026-05-15T09:25:15Z","cross_cats_sorted":["cs.CY"],"title_canon_sha256":"ffb516a608ea02623366f36834e107eb27222a47252f62310445058b4d85465a","abstract_canon_sha256":"15c11e14e35e41387d39a123dadeeac65118ad9d6499eb71464d85e6ce452dfa"},"schema_version":"1.0"},"canonical_sha256":"b2c60c10d58e98febbde9d93b4c1d97ca1d99a4f2ce390c61765ee9353e932f3","source":{"kind":"arxiv","id":"2605.15768","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2605.15768","created_at":"2026-05-20T00:01:17Z"},{"alias_kind":"arxiv_version","alias_value":"2605.15768v1","created_at":"2026-05-20T00:01:17Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2605.15768","created_at":"2026-05-20T00:01:17Z"},{"alias_kind":"pith_short_12","alias_value":"WLDAYEGVR2MP","created_at":"2026-05-20T00:01:17Z"},{"alias_kind":"pith_short_16","alias_value":"WLDAYEGVR2MP5O66","created_at":"2026-05-20T00:01:17Z"},{"alias_kind":"pith_short_8","alias_value":"WLDAYEGV","created_at":"2026-05-20T00:01:17Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2026:WLDAYEGVR2MP5O66TWJ3JQOZPS","target":"record","payload":{"canonical_record":{"source":{"id":"2605.15768","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2026-05-15T09:25:15Z","cross_cats_sorted":["cs.CY"],"title_canon_sha256":"ffb516a608ea02623366f36834e107eb27222a47252f62310445058b4d85465a","abstract_canon_sha256":"15c11e14e35e41387d39a123dadeeac65118ad9d6499eb71464d85e6ce452dfa"},"schema_version":"1.0"},"canonical_sha256":"b2c60c10d58e98febbde9d93b4c1d97ca1d99a4f2ce390c61765ee9353e932f3","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-20T00:01:17.315845Z","signature_b64":"/hcrbqUbXl6qoriRRJbQRFpwsRy8LROv8s948oAFmE852X0n8E1Wfb/hzkiK3obgD+di5U9w7JTXYMW495JPCg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"b2c60c10d58e98febbde9d93b4c1d97ca1d99a4f2ce390c61765ee9353e932f3","last_reissued_at":"2026-05-20T00:01:17.315033Z","signature_status":"signed_v1","first_computed_at":"2026-05-20T00:01:17.315033Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2605.15768","source_version":1,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-05-20T00:01:17Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"WJDyNTH6T3fFRDGAOtzkHl5/kPRuCfoC39eOmx/Fk9O+E/mJLS0/VHD/wK8EpMp4Sue7LYag5ahgzCFAXg7IDQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-05-21T09:55:36.182732Z"},"content_sha256":"05dc37b5ce078c6df0eb1288cd4b8def91cb9e448d5dac0fb6b336f0f3196125","schema_version":"1.0","event_id":"sha256:05dc37b5ce078c6df0eb1288cd4b8def91cb9e448d5dac0fb6b336f0f3196125"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2026:WLDAYEGVR2MP5O66TWJ3JQOZPS","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"ALSO: Adversarial Online Strategy Optimization for Social Agents","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.CY"],"primary_cat":"cs.AI","authors_text":"Liping Yi, Mingze Kong, Min Zhang, Qinghua Hu, Xiang Li, Zhongxiang Dai","submitted_at":"2026-05-15T09:25:15Z","abstract_excerpt":"Social simulation provides a compelling testbed for studying social intelligence, where agents interact through multi-turn dialogues under evolving contexts and strategically adapting opponents. Such environments are inherently non-stationary, requiring agents to dynamically adjust their strategies over time. However, most Large Language Model (LLM) based social agents rely on static personas, while existing approaches for enhancing social intelligence, such as offline reinforcement learning or external planners, are ill-suited to these settings, typically assuming stationarity and incurring s"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2605.15768","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/2605.15768/integrity.json","findings":[],"available":true,"detectors_run":[{"name":"ai_meta_artifact","ran_at":"2026-05-19T17:33:48.758374Z","status":"skipped","version":"1.0.0","findings_count":0},{"name":"claim_evidence","ran_at":"2026-05-19T17:21:55.943111Z","status":"completed","version":"1.0.0","findings_count":0}],"snapshot_sha256":"02e1858055474a3ac24724e42774a045de64655f9ffc98b44683323da36a2ba8"},"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"},"verdict_id":null},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-05-20T00:01:17Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"WygfqH8Dr9biVjwkmhEyimuMDXunBBHqClf9Mv+MDtOViTHZFZGASdsCeoP/YqDxILZo5iILr5Golb87LO8mBQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-05-21T09:55:36.183206Z"},"content_sha256":"952314bfadf35338bf53e0b4f0e000be3c16cc684aa6d7e74e0623639ff71212","schema_version":"1.0","event_id":"sha256:952314bfadf35338bf53e0b4f0e000be3c16cc684aa6d7e74e0623639ff71212"},{"event_type":"integrity_finding","subject_pith_number":"pith:2026:WLDAYEGVR2MP5O66TWJ3JQOZPS","target":"integrity","payload":{"note":"DOI in the printed bibliography is fragmented by whitespace or line breaks. A longer candidate (10.18653/v1/2024.findings-acl.125.URL) was visible in the surrounding text but could not be confirmed against doi.org as printed.","snippet":"URL https://openreview.net/forum? id=cRBg1dtj7o. Axelrod, R. and Hamilton, W. D. The evolution of coopera- tion.science, 211(4489):1390–1396, 1981. Bisbee, J., Clinton, J. D., Dorff, C., Kenkel, B., and Larson, J. M. Synthetic replacements ","arxiv_id":"2605.15768","detector":"doi_compliance","evidence":{"ref_index":1,"verdict_class":"incontrovertible","resolved_title":null,"printed_excerpt":"URL https://openreview.net/forum? id=cRBg1dtj7o. Axelrod, R. and Hamilton, W. D. The evolution of coopera- tion.science, 211(4489):1390–1396, 1981. Bisbee, J., Clinton, J. D., Dorff, C., Kenkel, B., and Larson, J. M. Synthetic replacements ","reconstructed_doi":"10.18653/v1/2024.findings-acl.125.URL"},"severity":"advisory","ref_index":1,"audited_at":"2026-05-20T19:14:45.889966Z","event_type":"pith.integrity.v1","detected_doi":"10.18653/v1/2024.findings-acl.125.URL","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"recoverable_identifier","evidence_hash":"d65f9152a096fdb0778f9e22aeab2e206f504baa5953437056acd04054889367","paper_version":2,"verdict_class":"incontrovertible","resolved_title":null,"detector_version":"1.0.0","detected_arxiv_id":null,"integrity_event_id":5428,"payload_sha256":"ba5e1bd69bf36b463525c202756456e418ce0fa0b2da0b8568a678a200687fe6","signature_b64":"bvTLc0yIwHouDgFbDgMlIc7QNhyfLK9/qA4IPFU+5hKd/BPJ9+IB/m68SqaEB/ZMYGFUDPxw0qI2dlzh/0uxAw==","signing_key_id":"pith-v1-2026-05"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-05-20T19:18:25Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"zDXCGcxtKR71JVEeZ/y3haVJHmV97/jug9YFzExpD1F2sQJYetSTT+qKEQ3WFVJwZq+Yne3hcPsihRlV6/rRAg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-05-21T09:55:36.184347Z"},"content_sha256":"5398f8b9ad4080b42f78e54f2b544f4185ec79df3e311539894734a63c365cf8","schema_version":"1.0","event_id":"sha256:5398f8b9ad4080b42f78e54f2b544f4185ec79df3e311539894734a63c365cf8"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/WLDAYEGVR2MP5O66TWJ3JQOZPS/bundle.json","state_url":"https://pith.science/pith/WLDAYEGVR2MP5O66TWJ3JQOZPS/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/WLDAYEGVR2MP5O66TWJ3JQOZPS/bundle.json","status":"primary"}],"public_keys":[{"key_id":"pith-v1-2026-05","algorithm":"ed25519","format":"raw","public_key_b64":"stVStoiQhXFxp4s2pdzPNoqVNBMojDU/fJ2db5S3CbM=","public_key_hex":"b2d552b68890857171a78b36a5dccf368a953413288c353f7c9d9d6f94b709b3","fingerprint_sha256_b32_first128bits":"RVFV5Z2OI2J3ZUO7ERDEBCYNKS","fingerprint_sha256_hex":"8d4b5ee74e4693bcd1df2446408b0d54","rotates_at":null,"url":"https://pith.science/pith-signing-key.json","notes":"Pith uses this Ed25519 key to sign canonical record SHA-256 digests. Verify with: ed25519_verify(public_key, message=canonical_sha256_bytes, signature=base64decode(signature_b64))."}],"merge_version":"pith-open-graph-merge-v1","built_at":"2026-05-21T09:55:36Z","links":{"resolver":"https://pith.science/pith/WLDAYEGVR2MP5O66TWJ3JQOZPS","bundle":"https://pith.science/pith/WLDAYEGVR2MP5O66TWJ3JQOZPS/bundle.json","state":"https://pith.science/pith/WLDAYEGVR2MP5O66TWJ3JQOZPS/state.json","well_known_bundle":"https://pith.science/.well-known/pith/WLDAYEGVR2MP5O66TWJ3JQOZPS/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:WLDAYEGVR2MP5O66TWJ3JQOZPS","merge_version":"pith-open-graph-merge-v1","event_count":3,"valid_event_count":3,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"15c11e14e35e41387d39a123dadeeac65118ad9d6499eb71464d85e6ce452dfa","cross_cats_sorted":["cs.CY"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2026-05-15T09:25:15Z","title_canon_sha256":"ffb516a608ea02623366f36834e107eb27222a47252f62310445058b4d85465a"},"schema_version":"1.0","source":{"id":"2605.15768","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2605.15768","created_at":"2026-05-20T00:01:17Z"},{"alias_kind":"arxiv_version","alias_value":"2605.15768v1","created_at":"2026-05-20T00:01:17Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2605.15768","created_at":"2026-05-20T00:01:17Z"},{"alias_kind":"pith_short_12","alias_value":"WLDAYEGVR2MP","created_at":"2026-05-20T00:01:17Z"},{"alias_kind":"pith_short_16","alias_value":"WLDAYEGVR2MP5O66","created_at":"2026-05-20T00:01:17Z"},{"alias_kind":"pith_short_8","alias_value":"WLDAYEGV","created_at":"2026-05-20T00:01:17Z"}],"graph_snapshots":[{"event_id":"sha256:952314bfadf35338bf53e0b4f0e000be3c16cc684aa6d7e74e0623639ff71212","target":"graph","created_at":"2026-05-20T00:01:17Z","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":[{"findings_count":0,"name":"ai_meta_artifact","ran_at":"2026-05-19T17:33:48.758374Z","status":"skipped","version":"1.0.0"},{"findings_count":0,"name":"claim_evidence","ran_at":"2026-05-19T17:21:55.943111Z","status":"completed","version":"1.0.0"}],"endpoint":"/pith/2605.15768/integrity.json","findings":[],"snapshot_sha256":"02e1858055474a3ac24724e42774a045de64655f9ffc98b44683323da36a2ba8","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Social simulation provides a compelling testbed for studying social intelligence, where agents interact through multi-turn dialogues under evolving contexts and strategically adapting opponents. Such environments are inherently non-stationary, requiring agents to dynamically adjust their strategies over time. However, most Large Language Model (LLM) based social agents rely on static personas, while existing approaches for enhancing social intelligence, such as offline reinforcement learning or external planners, are ill-suited to these settings, typically assuming stationarity and incurring s","authors_text":"Liping Yi, Mingze Kong, Min Zhang, Qinghua Hu, Xiang Li, Zhongxiang Dai","cross_cats":["cs.CY"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2026-05-15T09:25:15Z","title":"ALSO: Adversarial Online Strategy Optimization for Social Agents"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2605.15768","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":"sha256:05dc37b5ce078c6df0eb1288cd4b8def91cb9e448d5dac0fb6b336f0f3196125","target":"record","created_at":"2026-05-20T00:01:17Z","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":"15c11e14e35e41387d39a123dadeeac65118ad9d6499eb71464d85e6ce452dfa","cross_cats_sorted":["cs.CY"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2026-05-15T09:25:15Z","title_canon_sha256":"ffb516a608ea02623366f36834e107eb27222a47252f62310445058b4d85465a"},"schema_version":"1.0","source":{"id":"2605.15768","kind":"arxiv","version":1}},"canonical_sha256":"b2c60c10d58e98febbde9d93b4c1d97ca1d99a4f2ce390c61765ee9353e932f3","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"b2c60c10d58e98febbde9d93b4c1d97ca1d99a4f2ce390c61765ee9353e932f3","first_computed_at":"2026-05-20T00:01:17.315033Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-20T00:01:17.315033Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"/hcrbqUbXl6qoriRRJbQRFpwsRy8LROv8s948oAFmE852X0n8E1Wfb/hzkiK3obgD+di5U9w7JTXYMW495JPCg==","signature_status":"signed_v1","signed_at":"2026-05-20T00:01:17.315845Z","signed_message":"canonical_sha256_bytes"},"source_id":"2605.15768","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:05dc37b5ce078c6df0eb1288cd4b8def91cb9e448d5dac0fb6b336f0f3196125","sha256:952314bfadf35338bf53e0b4f0e000be3c16cc684aa6d7e74e0623639ff71212","sha256:5398f8b9ad4080b42f78e54f2b544f4185ec79df3e311539894734a63c365cf8"],"state_sha256":"f9aec31bcf70a5e7584e98b55664130654a668c2ff542d78d99f7210f54d416a"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"d+xBqOLk8NqEnjM2Rpucdd4Oy9pxsVT95asS04mZfoD/7PxnFHWBz6psxlavloxTcC4zISHRmsTfZKoSCWRqBw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-05-21T09:55:36.186731Z","bundle_sha256":"709c4022da26d397f79cf0ba51d368d4052149f5f56b3773cf7b0a4d19e49f79"}}