{"id":"https://openalex.org/W7165613953","doi":"https://doi.org/10.1145/3805689.3806736","title":"To Build or Not to Build? Factors that Lead to Non-Development or Abandonment of AI Systems","display_name":"To Build or Not to Build? Factors that Lead to Non-Development or Abandonment of AI Systems","publication_year":2026,"publication_date":"2026-06-23","ids":{"openalex":"https://openalex.org/W7165613953","doi":"https://doi.org/10.1145/3805689.3806736"},"language":null,"primary_location":{"id":"doi:10.1145/3805689.3806736","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3805689.3806736","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2026 ACM Conference on Fairness, Accountability, and Transparency","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5059339006","display_name":"Shreya Chappidi","orcid":"https://orcid.org/0000-0001-7042-5766"},"institutions":[{"id":"https://openalex.org/I1299303238","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88","country_code":"US","type":"government","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shreya Chappidi","raw_affiliation_strings":["University of Cambridge, Cambridge, United Kingdom, and National Institutes of Health, Bethesda, Maryland, USA"],"raw_orcid":"https://orcid.org/0000-0001-7042-5766","affiliations":[{"raw_affiliation_string":"University of Cambridge, Cambridge, United Kingdom, and National Institutes of Health, Bethesda, Maryland, USA","institution_ids":["https://openalex.org/I1299303238"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082866143","display_name":"Jatinder Singh","orcid":"https://orcid.org/0000-0002-5102-6564"},"institutions":[{"id":"https://openalex.org/I62318514","display_name":"University of Duisburg-Essen","ror":"https://ror.org/04mz5ra38","country_code":"DE","type":"education","lineage":["https://openalex.org/I62318514"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jatinder Singh","raw_affiliation_strings":["Research Centre Trust, UA Ruhr, University Duisburg-Essen, Duisburg, Germany, and University of Cambridge, Cambridge, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0002-5102-6564","affiliations":[{"raw_affiliation_string":"Research Centre Trust, UA Ruhr, University Duisburg-Essen, Duisburg, Germany, and University of Cambridge, Cambridge, United Kingdom","institution_ids":["https://openalex.org/I62318514"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"2092","last_page":"2116"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.265500009059906,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.265500009059906,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.029200000688433647,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.0210999995470047,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/lead","display_name":"Lead (geology)","score":0.6974999904632568},{"id":"https://openalex.org/keywords/abandonment","display_name":"Abandonment (legal)","score":0.6514000296592712},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.36070001125335693},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.33820000290870667},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.27300000190734863}],"concepts":[{"id":"https://openalex.org/C2777093003","wikidata":"https://www.wikidata.org/wiki/Q6508345","display_name":"Lead (geology)","level":2,"score":0.6974999904632568},{"id":"https://openalex.org/C2779816988","wikidata":"https://www.wikidata.org/wiki/Q305418","display_name":"Abandonment (legal)","level":2,"score":0.6514000296592712},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.45809999108314514},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.444599986076355},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.36070001125335693},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.33820000290870667},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.27709999680519104},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.27300000190734863},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2651999890804291},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.2563999891281128},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.2513999938964844},{"id":"https://openalex.org/C2778137410","wikidata":"https://www.wikidata.org/wiki/Q2732820","display_name":"Government (linguistics)","level":2,"score":0.2506999969482422}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3805689.3806736","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3805689.3806736","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2026 ACM Conference on Fairness, Accountability, and Transparency","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":135,"referenced_works":["https://openalex.org/W1791587663","https://openalex.org/W1979290264","https://openalex.org/W1988244506","https://openalex.org/W2028264492","https://openalex.org/W2056764164","https://openalex.org/W2095709171","https://openalex.org/W2112042732","https://openalex.org/W2492407979","https://openalex.org/W2581082771","https://openalex.org/W2735864825","https://openalex.org/W2745133928","https://openalex.org/W2765304416","https://openalex.org/W2897042519","https://openalex.org/W2910548926","https://openalex.org/W2919193235","https://openalex.org/W2948991766","https://openalex.org/W2954266614","https://openalex.org/W2970433196","https://openalex.org/W2971867419","https://openalex.org/W2979279941","https://openalex.org/W2979417040","https://openalex.org/W2981679558","https://openalex.org/W2995006168","https://openalex.org/W2996541402","https://openalex.org/W2999173898","https://openalex.org/W3037480398","https://openalex.org/W3040838366","https://openalex.org/W3041968715","https://openalex.org/W3045417466","https://openalex.org/W3094737233","https://openalex.org/W3104128335","https://openalex.org/W3118813946","https://openalex.org/W3134395196","https://openalex.org/W3150615609","https://openalex.org/W3158479996","https://openalex.org/W3162866579","https://openalex.org/W3163469193","https://openalex.org/W3165722314","https://openalex.org/W3170490302","https://openalex.org/W3187783743","https://openalex.org/W3188058141","https://openalex.org/W3202833319","https://openalex.org/W3206618702","https://openalex.org/W3208504364","https://openalex.org/W3212368439","https://openalex.org/W3213556453","https://openalex.org/W3215540076","https://openalex.org/W4200362837","https://openalex.org/W4210337422","https://openalex.org/W4214938700","https://openalex.org/W4220698983","https://openalex.org/W4221014470","https://openalex.org/W4221090794","https://openalex.org/W4224947621","https://openalex.org/W4226099958","https://openalex.org/W4281643290","https://openalex.org/W4282548202","https://openalex.org/W4283156811","https://openalex.org/W4283157527","https://openalex.org/W4283166060","https://openalex.org/W4283170666","https://openalex.org/W4288083705","https://openalex.org/W4294982773","https://openalex.org/W4304014045","https://openalex.org/W4306857316","https://openalex.org/W4311487064","https://openalex.org/W4313060745","https://openalex.org/W4317748910","https://openalex.org/W4317952105","https://openalex.org/W4321611685","https://openalex.org/W4361981877","https://openalex.org/W4367628156","https://openalex.org/W4378942678","https://openalex.org/W4380319026","https://openalex.org/W4380988956","https://openalex.org/W4383860829","https://openalex.org/W4385644241","https://openalex.org/W4386246120","https://openalex.org/W4386249192","https://openalex.org/W4387294395","https://openalex.org/W4387377782","https://openalex.org/W4387405016","https://openalex.org/W4387618732","https://openalex.org/W4388161491","https://openalex.org/W4389141815","https://openalex.org/W4389676498","https://openalex.org/W4390666615","https://openalex.org/W4391591654","https://openalex.org/W4392537149","https://openalex.org/W4392776387","https://openalex.org/W4393177842","https://openalex.org/W4393278146","https://openalex.org/W4393284699","https://openalex.org/W4395065253","https://openalex.org/W4396832066","https://openalex.org/W4399362837","https://openalex.org/W4399530860","https://openalex.org/W4401386758","https://openalex.org/W4401951602","https://openalex.org/W4402698709","https://openalex.org/W4402742784","https://openalex.org/W4403579202","https://openalex.org/W4403680822","https://openalex.org/W4403899269","https://openalex.org/W4404088677","https://openalex.org/W4404134492","https://openalex.org/W4404173048","https://openalex.org/W4404518203","https://openalex.org/W4405032736","https://openalex.org/W4405173340","https://openalex.org/W4405181600","https://openalex.org/W4407012810","https://openalex.org/W4407359144","https://openalex.org/W4410358343","https://openalex.org/W4411400542","https://openalex.org/W4411505989","https://openalex.org/W4411541888","https://openalex.org/W4411549898","https://openalex.org/W4411549907","https://openalex.org/W4411550272","https://openalex.org/W4413505422","https://openalex.org/W4414385206","https://openalex.org/W4415160338","https://openalex.org/W4415177790","https://openalex.org/W4415195142","https://openalex.org/W4415230560","https://openalex.org/W4415230578","https://openalex.org/W4415230660","https://openalex.org/W4415230699","https://openalex.org/W4415250231","https://openalex.org/W4415315904","https://openalex.org/W4417167306","https://openalex.org/W7117892788","https://openalex.org/W7154081027","https://openalex.org/W7154147241"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2026-06-24T00:00:00"}
