{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2024:WI462WA275X5SCGICUMDU6Z3YE","short_pith_number":"pith:WI462WA2","canonical_record":{"source":{"id":"2410.12104","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CY","submitted_at":"2024-10-15T23:02:42Z","cross_cats_sorted":["cs.LG","cs.SE"],"title_canon_sha256":"de16599f266794f9384011d4fd486d05875fe950d7361a8d2cdf95e88b1f2be2","abstract_canon_sha256":"14f5a079eccf6dc698a3ac07627c6ef8d89c5f844e08ad671471fb1960126b84"},"schema_version":"1.0"},"canonical_sha256":"b239ed581aff6fd908c815183a7b3bc11cbb3be9b783c70ed8d068510da5abab","source":{"kind":"arxiv","id":"2410.12104","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2410.12104","created_at":"2026-07-05T09:21:14Z"},{"alias_kind":"arxiv_version","alias_value":"2410.12104v1","created_at":"2026-07-05T09:21:14Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2410.12104","created_at":"2026-07-05T09:21:14Z"},{"alias_kind":"pith_short_12","alias_value":"WI462WA275X5","created_at":"2026-07-05T09:21:14Z"},{"alias_kind":"pith_short_16","alias_value":"WI462WA275X5SCGI","created_at":"2026-07-05T09:21:14Z"},{"alias_kind":"pith_short_8","alias_value":"WI462WA2","created_at":"2026-07-05T09:21:14Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2024:WI462WA275X5SCGICUMDU6Z3YE","target":"record","payload":{"canonical_record":{"source":{"id":"2410.12104","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CY","submitted_at":"2024-10-15T23:02:42Z","cross_cats_sorted":["cs.LG","cs.SE"],"title_canon_sha256":"de16599f266794f9384011d4fd486d05875fe950d7361a8d2cdf95e88b1f2be2","abstract_canon_sha256":"14f5a079eccf6dc698a3ac07627c6ef8d89c5f844e08ad671471fb1960126b84"},"schema_version":"1.0"},"canonical_sha256":"b239ed581aff6fd908c815183a7b3bc11cbb3be9b783c70ed8d068510da5abab","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T09:21:14.263132Z","signature_b64":"HGp5/uI8rZ6q5s05KenDFLxMYfz89lw/p61yiJGKwGrjxRMZ5hg+m/tEjXNLa6aa7A7H/jj5qZ0Pi4z/LWL+Cw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"b239ed581aff6fd908c815183a7b3bc11cbb3be9b783c70ed8d068510da5abab","last_reissued_at":"2026-07-05T09:21:14.262646Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T09:21:14.262646Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2410.12104","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":"2026-07-05T09:21:14Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"jezKBCWvwhXU7GyeYHkdM0nmL1kc8Au1Pz5XCkXMkr05uzPplyd6/f7dqDlh9Y6vP9iG+XwyZFVYLgv18fqaDw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-18T06:45:38.477464Z"},"content_sha256":"ed33bac45a08326da73fa7a6cbca0c506e32db3b3bd82742aa70d6eded1684fc","schema_version":"1.0","event_id":"sha256:ed33bac45a08326da73fa7a6cbca0c506e32db3b3bd82742aa70d6eded1684fc"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2024:WI462WA275X5SCGICUMDU6Z3YE","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"To Err is AI : A Case Study Informing LLM Flaw Reporting Practices","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.LG","cs.SE"],"primary_cat":"cs.CY","authors_text":"Allyson Ettinger, Avijit Ghosh, Christopher Fiorelli, Kavel Rao, Liwei Jiang, Michelle Hoang, Nick Judd, Nouha Dziri, Paul Albee, Sean McGregor, Shayne Longpre, Sven Cattell, Will Smith","submitted_at":"2024-10-15T23:02:42Z","abstract_excerpt":"In August of 2024, 495 hackers generated evaluations in an open-ended bug bounty targeting the Open Language Model (OLMo) from The Allen Institute for AI. A vendor panel staffed by representatives of OLMo's safety program adjudicated changes to OLMo's documentation and awarded cash bounties to participants who successfully demonstrated a need for public disclosure clarifying the intent, capacities, and hazards of model deployment. This paper presents a collection of lessons learned, illustrative of flaw reporting best practices intended to reduce the likelihood of incidents and produce safer l"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2410.12104","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/2410.12104/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":"2026-07-05T09:21:14Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"UyOwYnV/2Q0/cRS2p/+InSUvEFe4HFuvOVOXTUYFwKJ235sJYDenRutUOt+lW9jVCsQzOa5YYf7tz2bBBcwYDQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-18T06:45:38.478233Z"},"content_sha256":"c79d4b297b9ffe980fa81683d8b857c46867a53fa7f909a1edb6504f73f44282","schema_version":"1.0","event_id":"sha256:c79d4b297b9ffe980fa81683d8b857c46867a53fa7f909a1edb6504f73f44282"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/WI462WA275X5SCGICUMDU6Z3YE/bundle.json","state_url":"https://pith.science/pith/WI462WA275X5SCGICUMDU6Z3YE/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/WI462WA275X5SCGICUMDU6Z3YE/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":"2026-08-18T06:45:38Z","links":{"resolver":"https://pith.science/pith/WI462WA275X5SCGICUMDU6Z3YE","bundle":"https://pith.science/pith/WI462WA275X5SCGICUMDU6Z3YE/bundle.json","state":"https://pith.science/pith/WI462WA275X5SCGICUMDU6Z3YE/state.json","well_known_bundle":"https://pith.science/.well-known/pith/WI462WA275X5SCGICUMDU6Z3YE/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:WI462WA275X5SCGICUMDU6Z3YE","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":"14f5a079eccf6dc698a3ac07627c6ef8d89c5f844e08ad671471fb1960126b84","cross_cats_sorted":["cs.LG","cs.SE"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CY","submitted_at":"2024-10-15T23:02:42Z","title_canon_sha256":"de16599f266794f9384011d4fd486d05875fe950d7361a8d2cdf95e88b1f2be2"},"schema_version":"1.0","source":{"id":"2410.12104","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2410.12104","created_at":"2026-07-05T09:21:14Z"},{"alias_kind":"arxiv_version","alias_value":"2410.12104v1","created_at":"2026-07-05T09:21:14Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2410.12104","created_at":"2026-07-05T09:21:14Z"},{"alias_kind":"pith_short_12","alias_value":"WI462WA275X5","created_at":"2026-07-05T09:21:14Z"},{"alias_kind":"pith_short_16","alias_value":"WI462WA275X5SCGI","created_at":"2026-07-05T09:21:14Z"},{"alias_kind":"pith_short_8","alias_value":"WI462WA2","created_at":"2026-07-05T09:21:14Z"}],"graph_snapshots":[{"event_id":"sha256:c79d4b297b9ffe980fa81683d8b857c46867a53fa7f909a1edb6504f73f44282","target":"graph","created_at":"2026-07-05T09:21:14Z","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/2410.12104/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"In August of 2024, 495 hackers generated evaluations in an open-ended bug bounty targeting the Open Language Model (OLMo) from The Allen Institute for AI. A vendor panel staffed by representatives of OLMo's safety program adjudicated changes to OLMo's documentation and awarded cash bounties to participants who successfully demonstrated a need for public disclosure clarifying the intent, capacities, and hazards of model deployment. This paper presents a collection of lessons learned, illustrative of flaw reporting best practices intended to reduce the likelihood of incidents and produce safer l","authors_text":"Allyson Ettinger, Avijit Ghosh, Christopher Fiorelli, Kavel Rao, Liwei Jiang, Michelle Hoang, Nick Judd, Nouha Dziri, Paul Albee, Sean McGregor, Shayne Longpre, Sven Cattell, Will Smith","cross_cats":["cs.LG","cs.SE"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CY","submitted_at":"2024-10-15T23:02:42Z","title":"To Err is AI : A Case Study Informing LLM Flaw Reporting Practices"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2410.12104","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:ed33bac45a08326da73fa7a6cbca0c506e32db3b3bd82742aa70d6eded1684fc","target":"record","created_at":"2026-07-05T09:21:14Z","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":"14f5a079eccf6dc698a3ac07627c6ef8d89c5f844e08ad671471fb1960126b84","cross_cats_sorted":["cs.LG","cs.SE"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CY","submitted_at":"2024-10-15T23:02:42Z","title_canon_sha256":"de16599f266794f9384011d4fd486d05875fe950d7361a8d2cdf95e88b1f2be2"},"schema_version":"1.0","source":{"id":"2410.12104","kind":"arxiv","version":1}},"canonical_sha256":"b239ed581aff6fd908c815183a7b3bc11cbb3be9b783c70ed8d068510da5abab","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"b239ed581aff6fd908c815183a7b3bc11cbb3be9b783c70ed8d068510da5abab","first_computed_at":"2026-07-05T09:21:14.262646Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T09:21:14.262646Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"HGp5/uI8rZ6q5s05KenDFLxMYfz89lw/p61yiJGKwGrjxRMZ5hg+m/tEjXNLa6aa7A7H/jj5qZ0Pi4z/LWL+Cw==","signature_status":"signed_v1","signed_at":"2026-07-05T09:21:14.263132Z","signed_message":"canonical_sha256_bytes"},"source_id":"2410.12104","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:ed33bac45a08326da73fa7a6cbca0c506e32db3b3bd82742aa70d6eded1684fc","sha256:c79d4b297b9ffe980fa81683d8b857c46867a53fa7f909a1edb6504f73f44282"],"state_sha256":"0adedcab3c09bf338c0f9deed7ef87aec47529e40c7202f33318a19d09b0e037"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"EJHvaBgiBYN12ksSOqUa1MlAgDz81+EhPczJPoi4Hg6uWS+cM1/uUpAE2P3oyecqg76cn3l8hGr1o5U6iVW8Dg==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-18T06:45:38.484359Z","bundle_sha256":"f4fc3fab011743c51c0632465d2351af809f521b42a288175518e0ee48ba7940"}}