{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2026:SK2IGEZ4J37T5IMHND55QCZTB3","short_pith_number":"pith:SK2IGEZ4","canonical_record":{"source":{"id":"2606.06114","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2026-06-04T13:03:16Z","cross_cats_sorted":[],"title_canon_sha256":"ad193268661faedce6276687477cc9be0fc46bdd51ad64706aaa7f95693333a4","abstract_canon_sha256":"862f9af764c5a39fbdab310db53778ce162f7db632694794a02bc4d91dc596d6"},"schema_version":"1.0"},"canonical_sha256":"92b483133c4eff3ea18768fbd80b330ee9e0437440ca5d3a7fb4dd997ef44743","source":{"kind":"arxiv","id":"2606.06114","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2606.06114","created_at":"2026-06-05T01:15:33Z"},{"alias_kind":"arxiv_version","alias_value":"2606.06114v1","created_at":"2026-06-05T01:15:33Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2606.06114","created_at":"2026-06-05T01:15:33Z"},{"alias_kind":"pith_short_12","alias_value":"SK2IGEZ4J37T","created_at":"2026-06-05T01:15:33Z"},{"alias_kind":"pith_short_16","alias_value":"SK2IGEZ4J37T5IMH","created_at":"2026-06-05T01:15:33Z"},{"alias_kind":"pith_short_8","alias_value":"SK2IGEZ4","created_at":"2026-06-05T01:15:33Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2026:SK2IGEZ4J37T5IMHND55QCZTB3","target":"record","payload":{"canonical_record":{"source":{"id":"2606.06114","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2026-06-04T13:03:16Z","cross_cats_sorted":[],"title_canon_sha256":"ad193268661faedce6276687477cc9be0fc46bdd51ad64706aaa7f95693333a4","abstract_canon_sha256":"862f9af764c5a39fbdab310db53778ce162f7db632694794a02bc4d91dc596d6"},"schema_version":"1.0"},"canonical_sha256":"92b483133c4eff3ea18768fbd80b330ee9e0437440ca5d3a7fb4dd997ef44743","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-06-05T01:15:33.887388Z","signature_b64":"YX1K6UQL8d0zBr93NKB2Qmvl+sAKuwmM2tDJ1CK09v1NiDlIMMAYTjI5lb5B7i53PPwEPjKotU4KYXEAS8VYAw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"92b483133c4eff3ea18768fbd80b330ee9e0437440ca5d3a7fb4dd997ef44743","last_reissued_at":"2026-06-05T01:15:33.886585Z","signature_status":"signed_v1","first_computed_at":"2026-06-05T01:15:33.886585Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2606.06114","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":"2026-06-05T01:15:33Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"CcjcpB+Lp6jQ1pOm6wP53kYKMJ6NGT4BUlTxSnnVcVLcdacNFrcQBWWEibF3FF8c820efWxzCJMV/VzWRQoDCA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-26T05:15:30.287552Z"},"content_sha256":"3b5c1622a50cef6ae96f70460a25c40c5fd9fa6b54e6568dce43b98e8d1feda0","schema_version":"1.0","event_id":"sha256:3b5c1622a50cef6ae96f70460a25c40c5fd9fa6b54e6568dce43b98e8d1feda0"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2026:SK2IGEZ4J37T5IMHND55QCZTB3","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Towards Healthy Evolution: Exploring the Role and Mechanisms of Human-Agent Interaction in Self-Evolving Systems","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.AI","authors_text":"Bowen Wang, Dianxing Shi, Junhao Chen, Junqi He, Yuta Nakashima","submitted_at":"2026-06-04T13:03:16Z","abstract_excerpt":"Self-evolving agents improve through continual self-play and self-generated learning signals, but autonomous evolution can also cause capability degradation and safety drift. Although human feedback has proven effective for static and post-trained agents, its role in self-evolving systems remains underexplored. We introduce Agent Norm Correction through Human-like Oversight and Review (ANCHOR), an LLM-based framework that simulates human supervision and delivers feedback at various phases of self-evolution. With ANCHOR, we evaluate two representative open-source self-evolving agent systems acr"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2606.06114","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/2606.06114/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"},"verdict_id":null},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-06-05T01:15:33Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"ActlLCoqDJFYTOq59L4mIzgRSlawBTC0X2B2jc7Cb/5+HfSFSFzUcIzDeLcHen+XoMaHSpRLhJ/Z4aq4aKDzDg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-26T05:15:30.287951Z"},"content_sha256":"d5cd14c3d6abf0cf0d6cd5f93622da3be5f972a627b4ff855d6d1fc8b0902cc4","schema_version":"1.0","event_id":"sha256:d5cd14c3d6abf0cf0d6cd5f93622da3be5f972a627b4ff855d6d1fc8b0902cc4"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/SK2IGEZ4J37T5IMHND55QCZTB3/bundle.json","state_url":"https://pith.science/pith/SK2IGEZ4J37T5IMHND55QCZTB3/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/SK2IGEZ4J37T5IMHND55QCZTB3/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":"2026-06-26T05:15:30Z","links":{"resolver":"https://pith.science/pith/SK2IGEZ4J37T5IMHND55QCZTB3","bundle":"https://pith.science/pith/SK2IGEZ4J37T5IMHND55QCZTB3/bundle.json","state":"https://pith.science/pith/SK2IGEZ4J37T5IMHND55QCZTB3/state.json","well_known_bundle":"https://pith.science/.well-known/pith/SK2IGEZ4J37T5IMHND55QCZTB3/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:SK2IGEZ4J37T5IMHND55QCZTB3","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":"862f9af764c5a39fbdab310db53778ce162f7db632694794a02bc4d91dc596d6","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2026-06-04T13:03:16Z","title_canon_sha256":"ad193268661faedce6276687477cc9be0fc46bdd51ad64706aaa7f95693333a4"},"schema_version":"1.0","source":{"id":"2606.06114","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2606.06114","created_at":"2026-06-05T01:15:33Z"},{"alias_kind":"arxiv_version","alias_value":"2606.06114v1","created_at":"2026-06-05T01:15:33Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2606.06114","created_at":"2026-06-05T01:15:33Z"},{"alias_kind":"pith_short_12","alias_value":"SK2IGEZ4J37T","created_at":"2026-06-05T01:15:33Z"},{"alias_kind":"pith_short_16","alias_value":"SK2IGEZ4J37T5IMH","created_at":"2026-06-05T01:15:33Z"},{"alias_kind":"pith_short_8","alias_value":"SK2IGEZ4","created_at":"2026-06-05T01:15:33Z"}],"graph_snapshots":[{"event_id":"sha256:d5cd14c3d6abf0cf0d6cd5f93622da3be5f972a627b4ff855d6d1fc8b0902cc4","target":"graph","created_at":"2026-06-05T01:15:33Z","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/2606.06114/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Self-evolving agents improve through continual self-play and self-generated learning signals, but autonomous evolution can also cause capability degradation and safety drift. Although human feedback has proven effective for static and post-trained agents, its role in self-evolving systems remains underexplored. We introduce Agent Norm Correction through Human-like Oversight and Review (ANCHOR), an LLM-based framework that simulates human supervision and delivers feedback at various phases of self-evolution. With ANCHOR, we evaluate two representative open-source self-evolving agent systems acr","authors_text":"Bowen Wang, Dianxing Shi, Junhao Chen, Junqi He, Yuta Nakashima","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2026-06-04T13:03:16Z","title":"Towards Healthy Evolution: Exploring the Role and Mechanisms of Human-Agent Interaction in Self-Evolving Systems"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2606.06114","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":"sha256:3b5c1622a50cef6ae96f70460a25c40c5fd9fa6b54e6568dce43b98e8d1feda0","target":"record","created_at":"2026-06-05T01:15:33Z","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":"862f9af764c5a39fbdab310db53778ce162f7db632694794a02bc4d91dc596d6","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2026-06-04T13:03:16Z","title_canon_sha256":"ad193268661faedce6276687477cc9be0fc46bdd51ad64706aaa7f95693333a4"},"schema_version":"1.0","source":{"id":"2606.06114","kind":"arxiv","version":1}},"canonical_sha256":"92b483133c4eff3ea18768fbd80b330ee9e0437440ca5d3a7fb4dd997ef44743","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"92b483133c4eff3ea18768fbd80b330ee9e0437440ca5d3a7fb4dd997ef44743","first_computed_at":"2026-06-05T01:15:33.886585Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-06-05T01:15:33.886585Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"YX1K6UQL8d0zBr93NKB2Qmvl+sAKuwmM2tDJ1CK09v1NiDlIMMAYTjI5lb5B7i53PPwEPjKotU4KYXEAS8VYAw==","signature_status":"signed_v1","signed_at":"2026-06-05T01:15:33.887388Z","signed_message":"canonical_sha256_bytes"},"source_id":"2606.06114","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:3b5c1622a50cef6ae96f70460a25c40c5fd9fa6b54e6568dce43b98e8d1feda0","sha256:d5cd14c3d6abf0cf0d6cd5f93622da3be5f972a627b4ff855d6d1fc8b0902cc4"],"state_sha256":"f1f386cd9f0c866f5ec10a79e40e579d8a730ba2725ad967d0d831549c37bc3a"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"wBlTOc+2wlgySeFcqSPSN9yDzn2cKBMER29zzYvAw/BLRDLoESEV+MA4wUWsN4jitndeSciYlNkqqZT4luD0Aw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-06-26T05:15:30.290014Z","bundle_sha256":"8c5143dd6d19347374fca69b77cd098f9a9857104a46932c8c6f61b27db2c0d7"}}