{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:6QRGGECITBDWPMSZ3SJ76XXO4R","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":"cf80bdb61a0422176679529236aeb5c88ac337e1e3a205670f538c5e3a92dc85","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2026-01-13T16:02:35Z","title_canon_sha256":"27eb243bb57dcb133aba3ce138467dde3130df35c589e57e65e3fe1511292aec"},"schema_version":"1.0","source":{"id":"2601.08679","kind":"arxiv","version":3}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2601.08679","created_at":"2026-05-20T00:05:40Z"},{"alias_kind":"arxiv_version","alias_value":"2601.08679v3","created_at":"2026-05-20T00:05:40Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2601.08679","created_at":"2026-05-20T00:05:40Z"},{"alias_kind":"pith_short_12","alias_value":"6QRGGECITBDW","created_at":"2026-05-20T00:05:40Z"},{"alias_kind":"pith_short_16","alias_value":"6QRGGECITBDWPMSZ","created_at":"2026-05-20T00:05:40Z"},{"alias_kind":"pith_short_8","alias_value":"6QRGGECI","created_at":"2026-05-20T00:05:40Z"}],"graph_snapshots":[{"event_id":"sha256:e9d7fde33bfcc511524c12f78f7a52839993675da6c2e03e75ed706d750b2e96","target":"graph","created_at":"2026-05-20T00:05:40Z","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/2601.08679/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"As users increasingly expect LLMs to align with their preferences, personalized information becomes valuable. However, personalized information can be a double-edged sword: it can improve interaction but may compromise objectivity and factual correctness, especially when it is misaligned with the question. To alleviate this problem, we propose PersonaDual, a framework that supports both general-purpose objective reasoning and personalized reasoning in a single model, and adaptively switches modes based on context. PersonaDual is first trained with SFT to learn two reasoning patterns, and then ","authors_text":"Liang Wang, Qiexiang Wang, Shengbin Yue, Tianrui Qin, Xiaoyou Liu, Xinyi Mou, Yuqing Wang, Zhongyu Wei","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2026-01-13T16:02:35Z","title":"PersonaDual: Balancing Personalization and Objectivity via Adaptive Reasoning"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2601.08679","kind":"arxiv","version":3},"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":"sha256:1339be7ca4864fc1d4931bfde2c8d4177146751fc9396d534f0d47829319e82d","target":"record","created_at":"2026-05-20T00:05:40Z","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":"cf80bdb61a0422176679529236aeb5c88ac337e1e3a205670f538c5e3a92dc85","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2026-01-13T16:02:35Z","title_canon_sha256":"27eb243bb57dcb133aba3ce138467dde3130df35c589e57e65e3fe1511292aec"},"schema_version":"1.0","source":{"id":"2601.08679","kind":"arxiv","version":3}},"canonical_sha256":"f422631048984767b259dc93ff5eeee47ed910670fd5b5563d7012cda944b160","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"f422631048984767b259dc93ff5eeee47ed910670fd5b5563d7012cda944b160","first_computed_at":"2026-05-20T00:05:40.369998Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-20T00:05:40.369998Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"mhv3fm4Wj6itgGhFb/clVvgdqCxKM8gX2RLPNzodhekgDRQgkkSPNNSKZGPVovwxoAC7aFN9J3hEwofhmv0fAg==","signature_status":"signed_v1","signed_at":"2026-05-20T00:05:40.370619Z","signed_message":"canonical_sha256_bytes"},"source_id":"2601.08679","source_kind":"arxiv","source_version":3}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:1339be7ca4864fc1d4931bfde2c8d4177146751fc9396d534f0d47829319e82d","sha256:e9d7fde33bfcc511524c12f78f7a52839993675da6c2e03e75ed706d750b2e96"],"state_sha256":"a6e0c31b16c33a720f32059862fc7ff49914b64d966e5522bdcf20dc33e63fd8"}