{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2024:QYNPNYIZNDJOXPTL5SBBCQD5TL","short_pith_number":"pith:QYNPNYIZ","canonical_record":{"source":{"id":"2406.12702","kind":"arxiv","version":2},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2024-06-18T15:14:35Z","cross_cats_sorted":[],"title_canon_sha256":"176d4e36c52cc1f4cb4dee27fbd5478d9f2eb5d0512fe4b6d4d40f7c984da01c","abstract_canon_sha256":"58a7bcdbba1ec2d48df6220f9f2682f95038f5f4d069fd353a3eb03624135634"},"schema_version":"1.0"},"canonical_sha256":"861af6e11968d2ebbe6bec8211407d9afcaf4eb163a38460f9475bd069fe3f6b","source":{"kind":"arxiv","id":"2406.12702","version":2},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2406.12702","created_at":"2026-07-05T08:35:04Z"},{"alias_kind":"arxiv_version","alias_value":"2406.12702v2","created_at":"2026-07-05T08:35:04Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2406.12702","created_at":"2026-07-05T08:35:04Z"},{"alias_kind":"pith_short_12","alias_value":"QYNPNYIZNDJO","created_at":"2026-07-05T08:35:04Z"},{"alias_kind":"pith_short_16","alias_value":"QYNPNYIZNDJOXPTL","created_at":"2026-07-05T08:35:04Z"},{"alias_kind":"pith_short_8","alias_value":"QYNPNYIZ","created_at":"2026-07-05T08:35:04Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2024:QYNPNYIZNDJOXPTL5SBBCQD5TL","target":"record","payload":{"canonical_record":{"source":{"id":"2406.12702","kind":"arxiv","version":2},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2024-06-18T15:14:35Z","cross_cats_sorted":[],"title_canon_sha256":"176d4e36c52cc1f4cb4dee27fbd5478d9f2eb5d0512fe4b6d4d40f7c984da01c","abstract_canon_sha256":"58a7bcdbba1ec2d48df6220f9f2682f95038f5f4d069fd353a3eb03624135634"},"schema_version":"1.0"},"canonical_sha256":"861af6e11968d2ebbe6bec8211407d9afcaf4eb163a38460f9475bd069fe3f6b","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T08:35:04.393305Z","signature_b64":"TjU61wI6lnTK+s9Gibu1q4XMn+SZGTioRxj2StLq51KlzAf0X/WJoZKm+Gp5c1FsjfiM5BcPBMZEqg2hXgUEAQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"861af6e11968d2ebbe6bec8211407d9afcaf4eb163a38460f9475bd069fe3f6b","last_reissued_at":"2026-07-05T08:35:04.392895Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T08:35:04.392895Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2406.12702","source_version":2,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T08:35:04Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"vLmrzDvhxmKTKvdJwAqGct4m8Z4eFXMsDcxVzKstywsMNIadyEMLF0Pq85L6I6tfw9gNNMdpGZRPLmhvn26KDQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-07T07:39:57.242234Z"},"content_sha256":"884315cea5a87d5ea85751bd5c6fdea680afd70440678211f7bb3562307f1cbf","schema_version":"1.0","event_id":"sha256:884315cea5a87d5ea85751bd5c6fdea680afd70440678211f7bb3562307f1cbf"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2024:QYNPNYIZNDJOXPTL5SBBCQD5TL","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"[WIP] Jailbreak Paradox: The Achilles' Heel of LLMs","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.CL","authors_text":"Abhinav Rao, Monojit Choudhury, Somak Aditya","submitted_at":"2024-06-18T15:14:35Z","abstract_excerpt":"We introduce two paradoxes concerning jailbreak of foundation models: First, it is impossible to construct a perfect jailbreak classifier, and second, a weaker model cannot consistently detect whether a stronger (in a pareto-dominant sense) model is jailbroken or not. We provide formal proofs for these paradoxes and a short case study on Llama and GPT4-o to demonstrate this. We discuss broader theoretical and practical repercussions of these results."},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2406.12702","kind":"arxiv","version":2},"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/2406.12702/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":"2026-07-05T08:35:04Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"s4FAhFveGSesfpCvlo8E6QnETxQbDpbQr6urHao6kv8WfRDcPY7wJAQNy79Q2l7/Jsz/ctHcEJK3s3Et5bcVDg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-07T07:39:57.243112Z"},"content_sha256":"73da3a16a46a0c2f5bf75981b67d66257a1386054e3930ce6c85529907c20f54","schema_version":"1.0","event_id":"sha256:73da3a16a46a0c2f5bf75981b67d66257a1386054e3930ce6c85529907c20f54"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/QYNPNYIZNDJOXPTL5SBBCQD5TL/bundle.json","state_url":"https://pith.science/pith/QYNPNYIZNDJOXPTL5SBBCQD5TL/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/QYNPNYIZNDJOXPTL5SBBCQD5TL/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":"2026-08-07T07:39:57Z","links":{"resolver":"https://pith.science/pith/QYNPNYIZNDJOXPTL5SBBCQD5TL","bundle":"https://pith.science/pith/QYNPNYIZNDJOXPTL5SBBCQD5TL/bundle.json","state":"https://pith.science/pith/QYNPNYIZNDJOXPTL5SBBCQD5TL/state.json","well_known_bundle":"https://pith.science/.well-known/pith/QYNPNYIZNDJOXPTL5SBBCQD5TL/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:QYNPNYIZNDJOXPTL5SBBCQD5TL","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":"58a7bcdbba1ec2d48df6220f9f2682f95038f5f4d069fd353a3eb03624135634","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2024-06-18T15:14:35Z","title_canon_sha256":"176d4e36c52cc1f4cb4dee27fbd5478d9f2eb5d0512fe4b6d4d40f7c984da01c"},"schema_version":"1.0","source":{"id":"2406.12702","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2406.12702","created_at":"2026-07-05T08:35:04Z"},{"alias_kind":"arxiv_version","alias_value":"2406.12702v2","created_at":"2026-07-05T08:35:04Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2406.12702","created_at":"2026-07-05T08:35:04Z"},{"alias_kind":"pith_short_12","alias_value":"QYNPNYIZNDJO","created_at":"2026-07-05T08:35:04Z"},{"alias_kind":"pith_short_16","alias_value":"QYNPNYIZNDJOXPTL","created_at":"2026-07-05T08:35:04Z"},{"alias_kind":"pith_short_8","alias_value":"QYNPNYIZ","created_at":"2026-07-05T08:35:04Z"}],"graph_snapshots":[{"event_id":"sha256:73da3a16a46a0c2f5bf75981b67d66257a1386054e3930ce6c85529907c20f54","target":"graph","created_at":"2026-07-05T08:35:04Z","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/2406.12702/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"We introduce two paradoxes concerning jailbreak of foundation models: First, it is impossible to construct a perfect jailbreak classifier, and second, a weaker model cannot consistently detect whether a stronger (in a pareto-dominant sense) model is jailbroken or not. We provide formal proofs for these paradoxes and a short case study on Llama and GPT4-o to demonstrate this. We discuss broader theoretical and practical repercussions of these results.","authors_text":"Abhinav Rao, Monojit Choudhury, Somak Aditya","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2024-06-18T15:14:35Z","title":"[WIP] Jailbreak Paradox: The Achilles' Heel of LLMs"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2406.12702","kind":"arxiv","version":2},"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":"sha256:884315cea5a87d5ea85751bd5c6fdea680afd70440678211f7bb3562307f1cbf","target":"record","created_at":"2026-07-05T08:35:04Z","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":"58a7bcdbba1ec2d48df6220f9f2682f95038f5f4d069fd353a3eb03624135634","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2024-06-18T15:14:35Z","title_canon_sha256":"176d4e36c52cc1f4cb4dee27fbd5478d9f2eb5d0512fe4b6d4d40f7c984da01c"},"schema_version":"1.0","source":{"id":"2406.12702","kind":"arxiv","version":2}},"canonical_sha256":"861af6e11968d2ebbe6bec8211407d9afcaf4eb163a38460f9475bd069fe3f6b","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"861af6e11968d2ebbe6bec8211407d9afcaf4eb163a38460f9475bd069fe3f6b","first_computed_at":"2026-07-05T08:35:04.392895Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T08:35:04.392895Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"TjU61wI6lnTK+s9Gibu1q4XMn+SZGTioRxj2StLq51KlzAf0X/WJoZKm+Gp5c1FsjfiM5BcPBMZEqg2hXgUEAQ==","signature_status":"signed_v1","signed_at":"2026-07-05T08:35:04.393305Z","signed_message":"canonical_sha256_bytes"},"source_id":"2406.12702","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:884315cea5a87d5ea85751bd5c6fdea680afd70440678211f7bb3562307f1cbf","sha256:73da3a16a46a0c2f5bf75981b67d66257a1386054e3930ce6c85529907c20f54"],"state_sha256":"3536c4a618e4d66a27cf4f27415f2c22347a7177883791ce983fd50fcd8ec7a2"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"arDvCJZEo+9xO+cZjZw0jikHRTKXL/XXsJGKEY6sVNFEGJQkN0WB8o7sAFTgPaivyNv2Ct6vaHgBYGjR2ScFAA==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-07T07:39:57.253680Z","bundle_sha256":"4d3eaf2d50eb82d049459f46ee05da8b04deaedb09652c5ed5900eb67416d629"}}