{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2023:LDCUASAHJBKPM2KTHT23M4KPH6","short_pith_number":"pith:LDCUASAH","schema_version":"1.0","canonical_sha256":"58c54048074854f669533cf5b6714f3f92e85b78c069c7760d003601e886ee16","source":{"kind":"arxiv","id":"2301.12243","version":2},"attestation_state":"computed","paper":{"title":"Investigating How Practitioners Use Human-AI Guidelines: A Case Study on the People + AI Guidebook","license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.HC","authors_text":"Fernanda Viegas, Mahima Pushkarna, Martin Wattenberg, Nitesh Goyal, Nur Yildirim","submitted_at":"2023-01-28T16:23:10Z","abstract_excerpt":"Artificial intelligence (AI) presents new challenges for the user experience (UX) of products and services. Recently, practitioner-facing resources and design guidelines have become available to ease some of these challenges. However, little research has investigated if and how these guidelines are used, and how they impact practice. In this paper, we investigated how industry practitioners use the People + AI Guidebook. We conducted interviews with 31 practitioners (i.e., designers, product managers) to understand how they use human-AI guidelines when designing AI-enabled products. Our findin"},"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":"2301.12243","kind":"arxiv","version":2},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.HC","submitted_at":"2023-01-28T16:23:10Z","cross_cats_sorted":[],"title_canon_sha256":"1099c7746533b0d9af2037ae883776742ff4709a814d3aea1755cdd452c1f277","abstract_canon_sha256":"6d5e2557726ae2582efe2162e7ad7d08e123741cfb65aec9eca57777b2a18709"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T06:02:49.331814Z","signature_b64":"LJZ9xSaX3xTjoKD7WddbLYJuQGgeac6kWxjvaM17k8xj9o4Cv88CAyPOqP2peqf6w59vGPoc1/BCB/pSb3OCDA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"58c54048074854f669533cf5b6714f3f92e85b78c069c7760d003601e886ee16","last_reissued_at":"2026-07-05T06:02:49.331351Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T06:02:49.331351Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Investigating How Practitioners Use Human-AI Guidelines: A Case Study on the People + AI Guidebook","license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.HC","authors_text":"Fernanda Viegas, Mahima Pushkarna, Martin Wattenberg, Nitesh Goyal, Nur Yildirim","submitted_at":"2023-01-28T16:23:10Z","abstract_excerpt":"Artificial intelligence (AI) presents new challenges for the user experience (UX) of products and services. Recently, practitioner-facing resources and design guidelines have become available to ease some of these challenges. However, little research has investigated if and how these guidelines are used, and how they impact practice. In this paper, we investigated how industry practitioners use the People + AI Guidebook. We conducted interviews with 31 practitioners (i.e., designers, product managers) to understand how they use human-AI guidelines when designing AI-enabled products. Our findin"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2301.12243","kind":"arxiv","version":2},"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/2301.12243/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":"2301.12243","created_at":"2026-07-05T06:02:49.331416+00:00"},{"alias_kind":"arxiv_version","alias_value":"2301.12243v2","created_at":"2026-07-05T06:02:49.331416+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2301.12243","created_at":"2026-07-05T06:02:49.331416+00:00"},{"alias_kind":"pith_short_12","alias_value":"LDCUASAHJBKP","created_at":"2026-07-05T06:02:49.331416+00:00"},{"alias_kind":"pith_short_16","alias_value":"LDCUASAHJBKPM2KT","created_at":"2026-07-05T06:02:49.331416+00:00"},{"alias_kind":"pith_short_8","alias_value":"LDCUASAH","created_at":"2026-07-05T06:02:49.331416+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/LDCUASAHJBKPM2KTHT23M4KPH6","json":"https://pith.science/pith/LDCUASAHJBKPM2KTHT23M4KPH6.json","graph_json":"https://pith.science/api/pith-number/LDCUASAHJBKPM2KTHT23M4KPH6/graph.json","events_json":"https://pith.science/api/pith-number/LDCUASAHJBKPM2KTHT23M4KPH6/events.json","paper":"https://pith.science/paper/LDCUASAH"},"agent_actions":{"view_html":"https://pith.science/pith/LDCUASAHJBKPM2KTHT23M4KPH6","download_json":"https://pith.science/pith/LDCUASAHJBKPM2KTHT23M4KPH6.json","view_paper":"https://pith.science/paper/LDCUASAH","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2301.12243&json=true","fetch_graph":"https://pith.science/api/pith-number/LDCUASAHJBKPM2KTHT23M4KPH6/graph.json","fetch_events":"https://pith.science/api/pith-number/LDCUASAHJBKPM2KTHT23M4KPH6/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/LDCUASAHJBKPM2KTHT23M4KPH6/action/timestamp_anchor","attest_storage":"https://pith.science/pith/LDCUASAHJBKPM2KTHT23M4KPH6/action/storage_attestation","attest_author":"https://pith.science/pith/LDCUASAHJBKPM2KTHT23M4KPH6/action/author_attestation","sign_citation":"https://pith.science/pith/LDCUASAHJBKPM2KTHT23M4KPH6/action/citation_signature","submit_replication":"https://pith.science/pith/LDCUASAHJBKPM2KTHT23M4KPH6/action/replication_record"}},"created_at":"2026-07-05T06:02:49.331416+00:00","updated_at":"2026-07-05T06:02:49.331416+00:00"}