{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2025:6BYWYZOODGYNTYORARSE44B4CD","short_pith_number":"pith:6BYWYZOO","schema_version":"1.0","canonical_sha256":"f0716c65ce19b0d9e1d104644e703c10e4cc2f5818fb5c9c867069f54dd23291","source":{"kind":"arxiv","id":"2503.06729","version":1},"attestation_state":"computed","paper":{"title":"ACAI for SBOs: AI Co-creation for Advertising and Inspiration for Small Business Owners","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.AI","cs.CY","cs.ET"],"primary_cat":"cs.HC","authors_text":"Adrien Baranes, Kristen Olson, Nimisha Karnatak, Rob Marchant, Triona Butler","submitted_at":"2025-03-09T19:00:36Z","abstract_excerpt":"Small business owners (SBOs) often lack the resources and design experience needed to produce high-quality advertisements. To address this, we developed ACAI (AI Co-Creation for Advertising and Inspiration), an GenAI-powered multimodal advertisement creation tool, and conducted a user study with 16 SBOs in London to explore their perceptions of and interactions with ACAI in advertisement creation. Our findings reveal that structured inputs enhance user agency and control while improving AI outputs by facilitating better brand alignment, enhancing AI transparency, and offering scaffolding that "},"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":"2503.06729","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.HC","submitted_at":"2025-03-09T19:00:36Z","cross_cats_sorted":["cs.AI","cs.CY","cs.ET"],"title_canon_sha256":"30cf46a66d4b482162fa72c9c416d07ee18e1d76fb7a2f3b056032f31a67acc9","abstract_canon_sha256":"33998bf2b24f54452febf93ed73667eee3e1e8d7602fad51173344855cc6a560"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T10:27:40.908862Z","signature_b64":"VOMTc6+DRVbczcuOkkDpn/8rQNfqw33dKQvoOrUCS7v78iQcAedu5vG1ys8dUnH0Ny26qoAXQcm1JVwO99SqAA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"f0716c65ce19b0d9e1d104644e703c10e4cc2f5818fb5c9c867069f54dd23291","last_reissued_at":"2026-07-05T10:27:40.908055Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T10:27:40.908055Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"ACAI for SBOs: AI Co-creation for Advertising and Inspiration for Small Business Owners","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.AI","cs.CY","cs.ET"],"primary_cat":"cs.HC","authors_text":"Adrien Baranes, Kristen Olson, Nimisha Karnatak, Rob Marchant, Triona Butler","submitted_at":"2025-03-09T19:00:36Z","abstract_excerpt":"Small business owners (SBOs) often lack the resources and design experience needed to produce high-quality advertisements. To address this, we developed ACAI (AI Co-Creation for Advertising and Inspiration), an GenAI-powered multimodal advertisement creation tool, and conducted a user study with 16 SBOs in London to explore their perceptions of and interactions with ACAI in advertisement creation. Our findings reveal that structured inputs enhance user agency and control while improving AI outputs by facilitating better brand alignment, enhancing AI transparency, and offering scaffolding that "},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2503.06729","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/2503.06729/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":"2503.06729","created_at":"2026-07-05T10:27:40.908171+00:00"},{"alias_kind":"arxiv_version","alias_value":"2503.06729v1","created_at":"2026-07-05T10:27:40.908171+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2503.06729","created_at":"2026-07-05T10:27:40.908171+00:00"},{"alias_kind":"pith_short_12","alias_value":"6BYWYZOODGYN","created_at":"2026-07-05T10:27:40.908171+00:00"},{"alias_kind":"pith_short_16","alias_value":"6BYWYZOODGYNTYOR","created_at":"2026-07-05T10:27:40.908171+00:00"},{"alias_kind":"pith_short_8","alias_value":"6BYWYZOO","created_at":"2026-07-05T10:27:40.908171+00:00"}],"events":[],"event_summary":{},"paper_claims":[],"inbound_citations":{"count":2,"internal_anchor_count":0,"sample":[{"citing_arxiv_id":"2604.09583","citing_title":"Trace-Aware Workflows for Co-Creating Branded Content with Generative AI","ref_index":3,"is_internal_anchor":false},{"citing_arxiv_id":"2604.17843","citing_title":"Learning from AVA: Early Lessons from a Curated and Trustworthy Generative AI for Policy and Development Research","ref_index":48,"is_internal_anchor":false}]},"formal_canon":{"evidence_count":0,"sample":[],"anchors":[]},"links":{"html":"https://pith.science/pith/6BYWYZOODGYNTYORARSE44B4CD","json":"https://pith.science/pith/6BYWYZOODGYNTYORARSE44B4CD.json","graph_json":"https://pith.science/api/pith-number/6BYWYZOODGYNTYORARSE44B4CD/graph.json","events_json":"https://pith.science/api/pith-number/6BYWYZOODGYNTYORARSE44B4CD/events.json","paper":"https://pith.science/paper/6BYWYZOO"},"agent_actions":{"view_html":"https://pith.science/pith/6BYWYZOODGYNTYORARSE44B4CD","download_json":"https://pith.science/pith/6BYWYZOODGYNTYORARSE44B4CD.json","view_paper":"https://pith.science/paper/6BYWYZOO","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2503.06729&json=true","fetch_graph":"https://pith.science/api/pith-number/6BYWYZOODGYNTYORARSE44B4CD/graph.json","fetch_events":"https://pith.science/api/pith-number/6BYWYZOODGYNTYORARSE44B4CD/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/6BYWYZOODGYNTYORARSE44B4CD/action/timestamp_anchor","attest_storage":"https://pith.science/pith/6BYWYZOODGYNTYORARSE44B4CD/action/storage_attestation","attest_author":"https://pith.science/pith/6BYWYZOODGYNTYORARSE44B4CD/action/author_attestation","sign_citation":"https://pith.science/pith/6BYWYZOODGYNTYORARSE44B4CD/action/citation_signature","submit_replication":"https://pith.science/pith/6BYWYZOODGYNTYORARSE44B4CD/action/replication_record"}},"created_at":"2026-07-05T10:27:40.908171+00:00","updated_at":"2026-07-05T10:27:40.908171+00:00"}