{"id":"https://openalex.org/W7129717901","doi":"https://doi.org/10.48550/arxiv.2602.13874","title":"Not Seeing the Whole Picture: Challenges and Opportunities in Using AI for Co-Making Physical DIY-AT for People with Visual Impairments","display_name":"Not Seeing the Whole Picture: Challenges and Opportunities in Using AI for Co-Making Physical DIY-AT for People with Visual Impairments","publication_year":2026,"publication_date":"2026-02-14","ids":{"openalex":"https://openalex.org/W7129717901","doi":"https://doi.org/10.48550/arxiv.2602.13874"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2602.13874","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2602.13874","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2602.13874","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5093885017","display_name":"Ben Kosa","orcid":"https://orcid.org/0009-0006-5836-4925"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Kosa, Ben","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036642306","display_name":"Hsuanling Lee","orcid":"https://orcid.org/0009-0000-4832-0458"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lee, Hsuanling","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126244591","display_name":"Jasmine Li","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Li, Jasmine","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085011638","display_name":"Sanbrita Mondal","orcid":"https://orcid.org/0000-0003-4454-8978"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mondal, Sanbrita","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126216643","display_name":"Yuhang Zhao","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhao, Yuhang","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5126263703","display_name":"Liang He","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"He, Liang","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5093885017"],"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":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10914","display_name":"Tactile and Sensory Interactions","score":0.5282999873161316,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10914","display_name":"Tactile and Sensory Interactions","score":0.5282999873161316,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12207","display_name":"Assistive Technology in Communication and Mobility","score":0.12690000236034393,"subfield":{"id":"https://openalex.org/subfields/3609","display_name":"Occupational Therapy"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11977","display_name":"Technology Use by Older Adults","score":0.03799999877810478,"subfield":{"id":"https://openalex.org/subfields/3317","display_name":"Demography"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5069000124931335},{"id":"https://openalex.org/keywords/assistive-technology","display_name":"Assistive technology","score":0.4359000027179718},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.3869999945163727},{"id":"https://openalex.org/keywords/emerging-technologies","display_name":"Emerging technologies","score":0.36629998683929443},{"id":"https://openalex.org/keywords/visual-impairment","display_name":"Visual impairment","score":0.35580000281333923},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.3515999913215637}],"concepts":[{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.6074000000953674},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5069000124931335},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5045999884605408},{"id":"https://openalex.org/C3017715821","wikidata":"https://www.wikidata.org/wiki/Q688498","display_name":"Assistive technology","level":2,"score":0.4359000027179718},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.3869999945163727},{"id":"https://openalex.org/C207267971","wikidata":"https://www.wikidata.org/wiki/Q120208","display_name":"Emerging technologies","level":2,"score":0.36629998683929443},{"id":"https://openalex.org/C2781372952","wikidata":"https://www.wikidata.org/wiki/Q737460","display_name":"Visual impairment","level":2,"score":0.35580000281333923},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.3515999913215637},{"id":"https://openalex.org/C2780878386","wikidata":"https://www.wikidata.org/wiki/Q1659648","display_name":"Visual language","level":2,"score":0.3393000066280365},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3296999931335449},{"id":"https://openalex.org/C85973986","wikidata":"https://www.wikidata.org/wiki/Q1091731","display_name":"Exploratory research","level":2,"score":0.29980000853538513},{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.29159998893737793},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.28220000863075256},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.2802000045776367},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.27149999141693115},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.26019999384880066},{"id":"https://openalex.org/C2780395129","wikidata":"https://www.wikidata.org/wiki/Q1128971","display_name":"Rapid prototyping","level":2,"score":0.2524999976158142}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2602.13874","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2602.13874","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2602.13874","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2602.13874","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},"sustainable_development_goals":[{"score":0.7990475296974182,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Existing":[0],"assistive":[1],"technologies":[2,65],"(AT)":[3],"often":[4],"adopt":[5],"a":[6],"one-size-fits-all":[7],"approach,":[8],"overlooking":[9],"the":[10,61,109,122],"diverse":[11],"needs":[12],"of":[13,52,101],"people":[14],"with":[15,33,40],"visual":[16,89,128],"impairments":[17],"(PVI).":[18],"Do-it-yourself":[19],"AT":[20],"(DIY-AT)":[21],"toolkits":[22],"offer":[23],"one":[24],"path":[25],"toward":[26],"customization,":[27],"but":[28,91],"most":[29],"remain":[30],"limited--targeting":[31],"co-design":[32,94],"engineers":[34],"or":[35],"requiring":[36],"programming":[37],"expertise.":[38],"Non-professionals":[39],"disabilities,":[41],"including":[42],"PVI,":[43],"also":[44,92],"face":[45],"barriers":[46],"such":[47],"as":[48,88,93],"inaccessible":[49],"tools,":[50],"lack":[51],"confidence,":[53],"and":[54,119,127,136],"insufficient":[55],"technical":[56],"knowledge.":[57],"These":[58],"gaps":[59],"highlight":[60],"need":[62,123],"for":[63,124,131,138],"prototyping":[64],"that":[66,79],"enable":[67],"PVI":[68,107],"to":[69],"directly":[70],"make":[71],"their":[72],"own":[73],"AT.":[74],"Building":[75],"on":[76],"emerging":[77],"evidence":[78],"large":[80],"language":[81],"models":[82],"(LLMs)":[83],"can":[84,105],"serve":[85],"not":[86],"only":[87],"aids":[90],"partners,":[95],"we":[96],"present":[97],"an":[98],"exploratory":[99],"study":[100],"how":[102],"LLM-based":[103],"AI":[104,134],"support":[106],"in":[108],"tangible":[110],"DIY-AT":[111],"co-making":[112],"process.":[113],"Our":[114],"findings":[115],"surface":[116],"key":[117],"challenges":[118],"design":[120],"opportunities:":[121],"greater":[125],"spatial":[126],"support,":[129],"strategies":[130],"mitigating":[132],"novel":[133],"errors,":[135],"implications":[137],"designing":[139],"more":[140],"accessible":[141],"AI-assisted":[142],"prototypes.":[143]},"counts_by_year":[],"updated_date":"2026-02-18T06:25:47.457606","created_date":"2026-02-18T00:00:00"}
