{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2025:3OMHV4SSX2XOOSMNRIORZJZLH3","short_pith_number":"pith:3OMHV4SS","canonical_record":{"source":{"id":"2507.00979","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2025-07-01T17:31:51Z","cross_cats_sorted":["cs.CL","cs.LG"],"title_canon_sha256":"cdbea91c971d683675a7829d27471a623f982d2541a5ccc08569f890327e3853","abstract_canon_sha256":"6df80eb5e53ce754c8108ceba2e87519961d16cb2d2c18a6549fc6cbad7f5750"},"schema_version":"1.0"},"canonical_sha256":"db987af252beaee7498d8a1d1ca72b3eed98066f85c694cbefb0b0a0c03c6968","source":{"kind":"arxiv","id":"2507.00979","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2507.00979","created_at":"2026-07-05T11:30:19Z"},{"alias_kind":"arxiv_version","alias_value":"2507.00979v1","created_at":"2026-07-05T11:30:19Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2507.00979","created_at":"2026-07-05T11:30:19Z"},{"alias_kind":"pith_short_12","alias_value":"3OMHV4SSX2XO","created_at":"2026-07-05T11:30:19Z"},{"alias_kind":"pith_short_16","alias_value":"3OMHV4SSX2XOOSMN","created_at":"2026-07-05T11:30:19Z"},{"alias_kind":"pith_short_8","alias_value":"3OMHV4SS","created_at":"2026-07-05T11:30:19Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2025:3OMHV4SSX2XOOSMNRIORZJZLH3","target":"record","payload":{"canonical_record":{"source":{"id":"2507.00979","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2025-07-01T17:31:51Z","cross_cats_sorted":["cs.CL","cs.LG"],"title_canon_sha256":"cdbea91c971d683675a7829d27471a623f982d2541a5ccc08569f890327e3853","abstract_canon_sha256":"6df80eb5e53ce754c8108ceba2e87519961d16cb2d2c18a6549fc6cbad7f5750"},"schema_version":"1.0"},"canonical_sha256":"db987af252beaee7498d8a1d1ca72b3eed98066f85c694cbefb0b0a0c03c6968","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T11:30:19.113657Z","signature_b64":"iRQehMs23Pp4M3UNhRiXDOlHxd5NyVnMuVwhl7UkFsJRHEqUiwKqTuHm/XnypSg9qNjxgHlkBWL1QaCHT3QJDQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"db987af252beaee7498d8a1d1ca72b3eed98066f85c694cbefb0b0a0c03c6968","last_reissued_at":"2026-07-05T11:30:19.113192Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T11:30:19.113192Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2507.00979","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":"2026-07-05T11:30:19Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"SnJKLohjrORQKZtp/5ihnGssDLUBhN86Ei5S+wSuq56+XmZdvN3kQi3UK+WMTHZhC5UW24oimM8d8wU6tzn+Dw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-06T17:07:15.685170Z"},"content_sha256":"3046dc75641f5c9f0a09d1f87cd5b4bc8aa42584971d24cab0de6e6ec521442e","schema_version":"1.0","event_id":"sha256:3046dc75641f5c9f0a09d1f87cd5b4bc8aa42584971d24cab0de6e6ec521442e"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2025:3OMHV4SSX2XOOSMNRIORZJZLH3","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Enhancing LLM Agent Safety via Causal Influence Prompting","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.CL","cs.LG"],"primary_cat":"cs.AI","authors_text":"Dongyoon Hahm, June Suk Choi, Kimin Lee, Sungsoo Ahn, Woogyeol Jin","submitted_at":"2025-07-01T17:31:51Z","abstract_excerpt":"As autonomous agents powered by large language models (LLMs) continue to demonstrate potential across various assistive tasks, ensuring their safe and reliable behavior is crucial for preventing unintended consequences. In this work, we introduce CIP, a novel technique that leverages causal influence diagrams (CIDs) to identify and mitigate risks arising from agent decision-making. CIDs provide a structured representation of cause-and-effect relationships, enabling agents to anticipate harmful outcomes and make safer decisions. Our approach consists of three key steps: (1) initializing a CID b"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2507.00979","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/2507.00979/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":"2026-07-05T11:30:19Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"vSMYDLpUCwudjA5BGlyE9Ddd6/fatiOG0r3S04eWyxiHQprkwZ6lnoozuLmme76PHqVXk5+h6sLktzG0PDF2DQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-06T17:07:15.685707Z"},"content_sha256":"bbd5286ee1dd08530e9ec5eb90fa20241c01ed1ca5b0b16f5c6ce1d3b1969ba2","schema_version":"1.0","event_id":"sha256:bbd5286ee1dd08530e9ec5eb90fa20241c01ed1ca5b0b16f5c6ce1d3b1969ba2"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/3OMHV4SSX2XOOSMNRIORZJZLH3/bundle.json","state_url":"https://pith.science/pith/3OMHV4SSX2XOOSMNRIORZJZLH3/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/3OMHV4SSX2XOOSMNRIORZJZLH3/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":"2026-08-06T17:07:15Z","links":{"resolver":"https://pith.science/pith/3OMHV4SSX2XOOSMNRIORZJZLH3","bundle":"https://pith.science/pith/3OMHV4SSX2XOOSMNRIORZJZLH3/bundle.json","state":"https://pith.science/pith/3OMHV4SSX2XOOSMNRIORZJZLH3/state.json","well_known_bundle":"https://pith.science/.well-known/pith/3OMHV4SSX2XOOSMNRIORZJZLH3/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:3OMHV4SSX2XOOSMNRIORZJZLH3","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":"6df80eb5e53ce754c8108ceba2e87519961d16cb2d2c18a6549fc6cbad7f5750","cross_cats_sorted":["cs.CL","cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2025-07-01T17:31:51Z","title_canon_sha256":"cdbea91c971d683675a7829d27471a623f982d2541a5ccc08569f890327e3853"},"schema_version":"1.0","source":{"id":"2507.00979","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2507.00979","created_at":"2026-07-05T11:30:19Z"},{"alias_kind":"arxiv_version","alias_value":"2507.00979v1","created_at":"2026-07-05T11:30:19Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2507.00979","created_at":"2026-07-05T11:30:19Z"},{"alias_kind":"pith_short_12","alias_value":"3OMHV4SSX2XO","created_at":"2026-07-05T11:30:19Z"},{"alias_kind":"pith_short_16","alias_value":"3OMHV4SSX2XOOSMN","created_at":"2026-07-05T11:30:19Z"},{"alias_kind":"pith_short_8","alias_value":"3OMHV4SS","created_at":"2026-07-05T11:30:19Z"}],"graph_snapshots":[{"event_id":"sha256:bbd5286ee1dd08530e9ec5eb90fa20241c01ed1ca5b0b16f5c6ce1d3b1969ba2","target":"graph","created_at":"2026-07-05T11:30:19Z","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/2507.00979/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"As autonomous agents powered by large language models (LLMs) continue to demonstrate potential across various assistive tasks, ensuring their safe and reliable behavior is crucial for preventing unintended consequences. In this work, we introduce CIP, a novel technique that leverages causal influence diagrams (CIDs) to identify and mitigate risks arising from agent decision-making. CIDs provide a structured representation of cause-and-effect relationships, enabling agents to anticipate harmful outcomes and make safer decisions. Our approach consists of three key steps: (1) initializing a CID b","authors_text":"Dongyoon Hahm, June Suk Choi, Kimin Lee, Sungsoo Ahn, Woogyeol Jin","cross_cats":["cs.CL","cs.LG"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2025-07-01T17:31:51Z","title":"Enhancing LLM Agent Safety via Causal Influence Prompting"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2507.00979","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":"sha256:3046dc75641f5c9f0a09d1f87cd5b4bc8aa42584971d24cab0de6e6ec521442e","target":"record","created_at":"2026-07-05T11:30:19Z","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":"6df80eb5e53ce754c8108ceba2e87519961d16cb2d2c18a6549fc6cbad7f5750","cross_cats_sorted":["cs.CL","cs.LG"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2025-07-01T17:31:51Z","title_canon_sha256":"cdbea91c971d683675a7829d27471a623f982d2541a5ccc08569f890327e3853"},"schema_version":"1.0","source":{"id":"2507.00979","kind":"arxiv","version":1}},"canonical_sha256":"db987af252beaee7498d8a1d1ca72b3eed98066f85c694cbefb0b0a0c03c6968","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"db987af252beaee7498d8a1d1ca72b3eed98066f85c694cbefb0b0a0c03c6968","first_computed_at":"2026-07-05T11:30:19.113192Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:30:19.113192Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"iRQehMs23Pp4M3UNhRiXDOlHxd5NyVnMuVwhl7UkFsJRHEqUiwKqTuHm/XnypSg9qNjxgHlkBWL1QaCHT3QJDQ==","signature_status":"signed_v1","signed_at":"2026-07-05T11:30:19.113657Z","signed_message":"canonical_sha256_bytes"},"source_id":"2507.00979","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:3046dc75641f5c9f0a09d1f87cd5b4bc8aa42584971d24cab0de6e6ec521442e","sha256:bbd5286ee1dd08530e9ec5eb90fa20241c01ed1ca5b0b16f5c6ce1d3b1969ba2"],"state_sha256":"496d95c56ecdd5d780a07e7ed281cfda20d854f23ae9ddf6c8e75626a16dd49d"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"A+yuw4jXRD8Xa1UueCsxKBUDhfcDWMBKAXakDcChmwBS78KKQ8ORsCkQvvCwjsyUhVGMakWPrGi6kGBLrlKIAw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-06T17:07:15.689425Z","bundle_sha256":"cfce5fa36dd07cd45927c59368001ceb7c678d37150eed9bb436f4c039df0826"}}