{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:QCHB7WUVDXC6P6MFXJY7CJO33Y","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":"165a12843bea8534e8019105fb8bc94711a5305d4d7421b433b8d7678e27a5f1","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.HC","submitted_at":"2025-02-08T15:38:32Z","title_canon_sha256":"8c784cd26dcec49687d172d6036bfcbdbbd82cf7dfaa52b1d16b70788f90d324"},"schema_version":"1.0","source":{"id":"2502.05612","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2502.05612","created_at":"2026-07-05T10:11:40Z"},{"alias_kind":"arxiv_version","alias_value":"2502.05612v1","created_at":"2026-07-05T10:11:40Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2502.05612","created_at":"2026-07-05T10:11:40Z"},{"alias_kind":"pith_short_12","alias_value":"QCHB7WUVDXC6","created_at":"2026-07-05T10:11:40Z"},{"alias_kind":"pith_short_16","alias_value":"QCHB7WUVDXC6P6MF","created_at":"2026-07-05T10:11:40Z"},{"alias_kind":"pith_short_8","alias_value":"QCHB7WUV","created_at":"2026-07-05T10:11:40Z"}],"graph_snapshots":[{"event_id":"sha256:74e8c694c5577696a95b97548d9c3b36df6c001f315bc3822852473fa6a1864c","target":"graph","created_at":"2026-07-05T10:11:40Z","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/2502.05612/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Speech-to-text technologies have been shown to improve text input efficiency and potentially lower the barriers to writing. Recent LLM-assisted dictation tools aim to support writing with speech by bridging the gaps between speaking and traditional writing. This case study reports on the real-world writing experiences of twelve academic or creative writers using one such tool, Rambler, to write various pieces such as blog posts, diaries, screenplays, notes, or fictional stories, etc. Through a ten-day diary study, we identified the participants' in-context writing strategies using Rambler, suc","authors_text":"Can Liu, J.D. Zamfirescu-Pereira, Matthew G. Lee, Wengxi Li, Xuyu Yang, Zhuoyang Li","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.HC","submitted_at":"2025-02-08T15:38:32Z","title":"Rambler in the Wild: A Diary Study of LLM-Assisted Writing With Speech"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2502.05612","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":"sha256:2d76487780c4454a19a467e26dcb5ab80ced61a0fad07b6334f2c5907e932666","target":"record","created_at":"2026-07-05T10:11:40Z","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":"165a12843bea8534e8019105fb8bc94711a5305d4d7421b433b8d7678e27a5f1","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.HC","submitted_at":"2025-02-08T15:38:32Z","title_canon_sha256":"8c784cd26dcec49687d172d6036bfcbdbbd82cf7dfaa52b1d16b70788f90d324"},"schema_version":"1.0","source":{"id":"2502.05612","kind":"arxiv","version":1}},"canonical_sha256":"808e1fda951dc5e7f985ba71f125dbde339e795ccde2888077a080891cd66cd9","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"808e1fda951dc5e7f985ba71f125dbde339e795ccde2888077a080891cd66cd9","first_computed_at":"2026-07-05T10:11:40.553031Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T10:11:40.553031Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"3ZSl4b7O856WNXzIxr53z9ZAgt9MxCWB7sj5Zj7UZcD1N2+IpQxsnLT7pGvWeiB4qj/IDXIvF8c0Jtrti25fAA==","signature_status":"signed_v1","signed_at":"2026-07-05T10:11:40.553411Z","signed_message":"canonical_sha256_bytes"},"source_id":"2502.05612","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:2d76487780c4454a19a467e26dcb5ab80ced61a0fad07b6334f2c5907e932666","sha256:74e8c694c5577696a95b97548d9c3b36df6c001f315bc3822852473fa6a1864c"],"state_sha256":"ce47b1d8d1b6a6e85ca273717b6441b292979527f483d41c574ed61c431fcfe5"}