{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:J5BG4UVHLLMB5AF7NYST7BUIUJ","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":"50a385ec8f091db11a6136cd0d0df24b848f25fe6d7d719a1af0d1bb8f354805","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2026-01-10T00:14:43Z","title_canon_sha256":"02e6429a3ccf0cc562f9abe8464f58f054d47797f18bb16019c246a28e8261bd"},"schema_version":"1.0","source":{"id":"2601.06362","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2601.06362","created_at":"2026-07-14T01:22:03Z"},{"alias_kind":"arxiv_version","alias_value":"2601.06362v2","created_at":"2026-07-14T01:22:03Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2601.06362","created_at":"2026-07-14T01:22:03Z"},{"alias_kind":"pith_short_12","alias_value":"J5BG4UVHLLMB","created_at":"2026-07-14T01:22:03Z"},{"alias_kind":"pith_short_16","alias_value":"J5BG4UVHLLMB5AF7","created_at":"2026-07-14T01:22:03Z"},{"alias_kind":"pith_short_8","alias_value":"J5BG4UVH","created_at":"2026-07-14T01:22:03Z"}],"graph_snapshots":[{"event_id":"sha256:7ca290131ee007666a0ba92ca7ac827d0e6e63a1bad6c5074e5dd58a9a3880f7","target":"graph","created_at":"2026-07-14T01:22:03Z","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/2601.06362/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Personalized large language models are often expected to follow explicit style instructions, yet we find that such instructions can undermine the user-specific characteristics that personalization methods aim to preserve. We call this failure mode personalization collapse: explicit style control can conflict with implicit user preferences. To address this challenge, we propose PsPLUG, a lightweight plug-in that learns a user-specific residual after accounting for the requested style. PsPLUG also allows us to tune personalization strength at inference time. Our experiments show that explicit st","authors_text":"Amir M. Rahmani, Chengze Shen, Jiang Wu, Jian Wang, Nikil Dutt, Shaofan Yuan, Yutong Song, Yu Wang","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2026-01-10T00:14:43Z","title":"Do Implicit Personalization and Explicit Styles Conflict? PsPLUG: A Lightweight Plug-in for Balancing Personalization and Style in Customized LLMs"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2601.06362","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:caeeb6f8d44318000104ec919dd2b6a22f754ecf4bbf98d7342fc423557ed956","target":"record","created_at":"2026-07-14T01:22:03Z","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":"50a385ec8f091db11a6136cd0d0df24b848f25fe6d7d719a1af0d1bb8f354805","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2026-01-10T00:14:43Z","title_canon_sha256":"02e6429a3ccf0cc562f9abe8464f58f054d47797f18bb16019c246a28e8261bd"},"schema_version":"1.0","source":{"id":"2601.06362","kind":"arxiv","version":2}},"canonical_sha256":"4f426e52a75ad81e80bf6e253f8688a264c055d82000057f7a98c947d5eb76e2","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"4f426e52a75ad81e80bf6e253f8688a264c055d82000057f7a98c947d5eb76e2","first_computed_at":"2026-07-14T01:22:03.001652Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-14T01:22:03.001652Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"NshBGm++A3eJHxPOIeh9HMQGNWVpzNiItTFTJ1jOMfVq5lgbOUS5JigUCobV7DujzNrPU8ZZRgRvjymr2nxyDA==","signature_status":"signed_v1","signed_at":"2026-07-14T01:22:03.002529Z","signed_message":"canonical_sha256_bytes"},"source_id":"2601.06362","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:caeeb6f8d44318000104ec919dd2b6a22f754ecf4bbf98d7342fc423557ed956","sha256:7ca290131ee007666a0ba92ca7ac827d0e6e63a1bad6c5074e5dd58a9a3880f7"],"state_sha256":"28bd82f86dbde9586d004c0a9be98b84cf3c5ae475269912da19a8a74c76eb47"}