{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:LRG4EJNAHO53MHDXESNYICJGFT","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":"4b06007211d761b628b0c3f1c20906c78452ffa2f0a6cf228b9cdd2713f5fa1d","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2026-03-15T12:24:12Z","title_canon_sha256":"114b8226e424ae1d836baffdc7f20f9a52e52d98ba8b2d4ce1ae3809508b5f1e"},"schema_version":"1.0","source":{"id":"2603.14343","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2603.14343","created_at":"2026-06-23T01:13:04Z"},{"alias_kind":"arxiv_version","alias_value":"2603.14343v2","created_at":"2026-06-23T01:13:04Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2603.14343","created_at":"2026-06-23T01:13:04Z"},{"alias_kind":"pith_short_12","alias_value":"LRG4EJNAHO53","created_at":"2026-06-23T01:13:04Z"},{"alias_kind":"pith_short_16","alias_value":"LRG4EJNAHO53MHDX","created_at":"2026-06-23T01:13:04Z"},{"alias_kind":"pith_short_8","alias_value":"LRG4EJNA","created_at":"2026-06-23T01:13:04Z"}],"graph_snapshots":[{"event_id":"sha256:ba8fc0b95f6760a6e30578b13b3c203b2cc307faa7e47c3edbe1800586825fda","target":"graph","created_at":"2026-06-23T01:13:04Z","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/2603.14343/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Large Audio-Language Models (LALMs) have shown strong performance in speech understanding, making speech a natural interface for accessing factual information. Yet they are trained on static corpora and may encode incorrect facts. Existing model editing methods localize and update facts in text-only LLMs, but do not account for continuous speech representations, or where knowledge is stored across acoustic or language modules, or their cross-modal module. We construct the first audio benchmark for knowledge localization and editing in LALMs and propose a speech-driven locate-then-edit framewor","authors_text":"Gongping Huang, Hong Jia, Jiaheng Dong, Qiuchi Hu, Sung Kyun Chung, Ting Dang","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2026-03-15T12:24:12Z","title":"Localizing and Editing Knowledge in Large Audio-Language Models"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2603.14343","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":"sha256:1de7be67db291ffe311b0a3befe2f160acc2f4138bff51b425926ad04c0c9ea6","target":"record","created_at":"2026-06-23T01:13:04Z","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":"4b06007211d761b628b0c3f1c20906c78452ffa2f0a6cf228b9cdd2713f5fa1d","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2026-03-15T12:24:12Z","title_canon_sha256":"114b8226e424ae1d836baffdc7f20f9a52e52d98ba8b2d4ce1ae3809508b5f1e"},"schema_version":"1.0","source":{"id":"2603.14343","kind":"arxiv","version":2}},"canonical_sha256":"5c4dc225a03bbbb61c77249b8409262cfeafe9ddb00dbda92d7fc79ede9157f9","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"5c4dc225a03bbbb61c77249b8409262cfeafe9ddb00dbda92d7fc79ede9157f9","first_computed_at":"2026-06-23T01:13:04.262139Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-06-23T01:13:04.262139Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"xwBUurlC4bXLtGmWjdc9BWRO5Sg4l4imtjzfbvYQiL+FDy+dw5PJpTN3mkl+TEMRKkwizfqpR/rWkhzf4422Dw==","signature_status":"signed_v1","signed_at":"2026-06-23T01:13:04.262760Z","signed_message":"canonical_sha256_bytes"},"source_id":"2603.14343","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:1de7be67db291ffe311b0a3befe2f160acc2f4138bff51b425926ad04c0c9ea6","sha256:ba8fc0b95f6760a6e30578b13b3c203b2cc307faa7e47c3edbe1800586825fda"],"state_sha256":"eab2674f560e3f4701a6a586a693e224811726526ae517257acd5927235eb4fe"}