{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2023:SMNP7MF4WI7DC2D7UQIIBOWU2L","short_pith_number":"pith:SMNP7MF4","schema_version":"1.0","canonical_sha256":"931affb0bcb23e31687fa41080bad4d2c2c89d358c2543b5a00e7060b2b62e85","source":{"kind":"arxiv","id":"2302.10395","version":1},"attestation_state":"computed","paper":{"title":"Designerly Understanding: Information Needs for Model Transparency to Support Design Ideation for AI-Powered User Experience","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.AI"],"primary_cat":"cs.HC","authors_text":"Hariharan Subramonyam, Jennifer Wang, Jennifer Wortman Vaughan, Q. Vera Liao","submitted_at":"2023-02-21T02:06:24Z","abstract_excerpt":"Despite the widespread use of artificial intelligence (AI), designing user experiences (UX) for AI-powered systems remains challenging. UX designers face hurdles understanding AI technologies, such as pre-trained language models, as design materials. This limits their ability to ideate and make decisions about whether, where, and how to use AI. To address this problem, we bridge the literature on AI design and AI transparency to explore whether and how frameworks for transparent model reporting can support design ideation with pre-trained models. By interviewing 23 UX practitioners, we find th"},"verification_status":{"content_addressed":true,"pith_receipt":true,"author_attested":false,"weak_author_claims":0,"strong_author_claims":0,"externally_anchored":false,"storage_verified":false,"citation_signatures":0,"replication_records":0,"graph_snapshot":true,"references_resolved":false,"formal_links_present":false},"canonical_record":{"source":{"id":"2302.10395","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.HC","submitted_at":"2023-02-21T02:06:24Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"b0d52f806c426c6e38541cf8f6e943152ecc824cd76b73507d7f3cf1612653ac","abstract_canon_sha256":"99de4a816c5fcdf2aed451255f82d0bed8007d4bc9d73de7da5c761d4dabd70d"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T05:43:38.683852Z","signature_b64":"8wJWjHi4hh+osNs/HJclFO73PzMloxHnmDNJ1nuifaM9GXBzqDvGWxLqwVuSjIqx5DFPBu5vSkr6x3uDDE9pBw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"931affb0bcb23e31687fa41080bad4d2c2c89d358c2543b5a00e7060b2b62e85","last_reissued_at":"2026-07-05T05:43:38.683338Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T05:43:38.683338Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Designerly Understanding: Information Needs for Model Transparency to Support Design Ideation for AI-Powered User Experience","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.AI"],"primary_cat":"cs.HC","authors_text":"Hariharan Subramonyam, Jennifer Wang, Jennifer Wortman Vaughan, Q. Vera Liao","submitted_at":"2023-02-21T02:06:24Z","abstract_excerpt":"Despite the widespread use of artificial intelligence (AI), designing user experiences (UX) for AI-powered systems remains challenging. UX designers face hurdles understanding AI technologies, such as pre-trained language models, as design materials. This limits their ability to ideate and make decisions about whether, where, and how to use AI. To address this problem, we bridge the literature on AI design and AI transparency to explore whether and how frameworks for transparent model reporting can support design ideation with pre-trained models. By interviewing 23 UX practitioners, we find th"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2302.10395","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/2302.10395/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"},"aliases":[{"alias_kind":"arxiv","alias_value":"2302.10395","created_at":"2026-07-05T05:43:38.683398+00:00"},{"alias_kind":"arxiv_version","alias_value":"2302.10395v1","created_at":"2026-07-05T05:43:38.683398+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2302.10395","created_at":"2026-07-05T05:43:38.683398+00:00"},{"alias_kind":"pith_short_12","alias_value":"SMNP7MF4WI7D","created_at":"2026-07-05T05:43:38.683398+00:00"},{"alias_kind":"pith_short_16","alias_value":"SMNP7MF4WI7DC2D7","created_at":"2026-07-05T05:43:38.683398+00:00"},{"alias_kind":"pith_short_8","alias_value":"SMNP7MF4","created_at":"2026-07-05T05:43:38.683398+00:00"}],"events":[],"event_summary":{},"paper_claims":[],"inbound_citations":{"count":0,"internal_anchor_count":0,"sample":[]},"formal_canon":{"evidence_count":0,"sample":[],"anchors":[]},"links":{"html":"https://pith.science/pith/SMNP7MF4WI7DC2D7UQIIBOWU2L","json":"https://pith.science/pith/SMNP7MF4WI7DC2D7UQIIBOWU2L.json","graph_json":"https://pith.science/api/pith-number/SMNP7MF4WI7DC2D7UQIIBOWU2L/graph.json","events_json":"https://pith.science/api/pith-number/SMNP7MF4WI7DC2D7UQIIBOWU2L/events.json","paper":"https://pith.science/paper/SMNP7MF4"},"agent_actions":{"view_html":"https://pith.science/pith/SMNP7MF4WI7DC2D7UQIIBOWU2L","download_json":"https://pith.science/pith/SMNP7MF4WI7DC2D7UQIIBOWU2L.json","view_paper":"https://pith.science/paper/SMNP7MF4","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2302.10395&json=true","fetch_graph":"https://pith.science/api/pith-number/SMNP7MF4WI7DC2D7UQIIBOWU2L/graph.json","fetch_events":"https://pith.science/api/pith-number/SMNP7MF4WI7DC2D7UQIIBOWU2L/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/SMNP7MF4WI7DC2D7UQIIBOWU2L/action/timestamp_anchor","attest_storage":"https://pith.science/pith/SMNP7MF4WI7DC2D7UQIIBOWU2L/action/storage_attestation","attest_author":"https://pith.science/pith/SMNP7MF4WI7DC2D7UQIIBOWU2L/action/author_attestation","sign_citation":"https://pith.science/pith/SMNP7MF4WI7DC2D7UQIIBOWU2L/action/citation_signature","submit_replication":"https://pith.science/pith/SMNP7MF4WI7DC2D7UQIIBOWU2L/action/replication_record"}},"created_at":"2026-07-05T05:43:38.683398+00:00","updated_at":"2026-07-05T05:43:38.683398+00:00"}