{"id":"https://openalex.org/W7153889818","doi":"https://doi.org/10.1145/3772318.3791319","title":"\"Are we writing an advice column for Spock here?\" Understanding Stereotypes in AI Advice for Autistic Users","display_name":"\"Are we writing an advice column for Spock here?\" Understanding Stereotypes in AI Advice for Autistic Users","publication_year":2026,"publication_date":"2026-04-13","ids":{"openalex":"https://openalex.org/W7153889818","doi":"https://doi.org/10.1145/3772318.3791319"},"language":null,"primary_location":{"id":"doi:10.1145/3772318.3791319","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3772318.3791319","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3772318.3791319","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5029566538","display_name":"Caleb Wohn","orcid":null},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Caleb Wohn","raw_affiliation_strings":["Computer Science, Virginia Tech, Blacksburg, Virginia, USA"],"raw_orcid":"https://orcid.org/0009-0005-2475-5891","affiliations":[{"raw_affiliation_string":"Computer Science, Virginia Tech, Blacksburg, Virginia, USA","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5094077483","display_name":"Buse Carik","orcid":"https://orcid.org/0000-0002-4511-5827"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Buse Carik","raw_affiliation_strings":["Computer Science, Virginia Tech, Blacksburg, USA"],"raw_orcid":"https://orcid.org/0000-0002-4511-5827","affiliations":[{"raw_affiliation_string":"Computer Science, Virginia Tech, Blacksburg, USA","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101762391","display_name":"Xiaohan Ding","orcid":"https://orcid.org/0009-0003-2679-3344"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiaohan Ding","raw_affiliation_strings":["Computer Science, Virginia Tech, Blacksburg, USA"],"raw_orcid":"https://orcid.org/0009-0003-2679-3344","affiliations":[{"raw_affiliation_string":"Computer Science, Virginia Tech, Blacksburg, USA","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100444701","display_name":"Sang Won Lee","orcid":"https://orcid.org/0000-0002-1026-315X"},"institutions":[{"id":"https://openalex.org/I60922564","display_name":"Naver (South Korea)","ror":"https://ror.org/04nzrnx83","country_code":"KR","type":"company","lineage":["https://openalex.org/I60922564"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sang Won Lee","raw_affiliation_strings":["Virginia Tech, Blacksburg, USA and NAVER AI Lab, Seongnam, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0002-1026-315X","affiliations":[{"raw_affiliation_string":"Virginia Tech, Blacksburg, USA and NAVER AI Lab, Seongnam, Republic of Korea","institution_ids":["https://openalex.org/I60922564"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062848438","display_name":"Young\u2010Ho Kim","orcid":"https://orcid.org/0000-0002-2681-2774"},"institutions":[{"id":"https://openalex.org/I60922564","display_name":"Naver (South Korea)","ror":"https://ror.org/04nzrnx83","country_code":"KR","type":"company","lineage":["https://openalex.org/I60922564"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Young-Ho Kim","raw_affiliation_strings":["NAVER AI Lab, Seongnam, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0002-2681-2774","affiliations":[{"raw_affiliation_string":"NAVER AI Lab, Seongnam, Republic of Korea","institution_ids":["https://openalex.org/I60922564"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054447687","display_name":"Eugenia Ha Rim Rho","orcid":"https://orcid.org/0000-0002-0961-4397"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Eugenia H Rho","raw_affiliation_strings":["Computer Science, Virginia Tech, Blacksburg, USA"],"raw_orcid":"https://orcid.org/0000-0002-0961-4397","affiliations":[{"raw_affiliation_string":"Computer Science, Virginia Tech, Blacksburg, USA","institution_ids":["https://openalex.org/I859038795"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.53812674,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"29"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12128","display_name":"AI in Service Interactions","score":0.43320000171661377,"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"}},"topics":[{"id":"https://openalex.org/T12128","display_name":"AI in Service Interactions","score":0.43320000171661377,"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/T10709","display_name":"Social Robot Interaction and HRI","score":0.19020000100135803,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.04560000076889992,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/advice","display_name":"Advice (programming)","score":0.8658999800682068},{"id":"https://openalex.org/keywords/column","display_name":"Column (typography)","score":0.6437000036239624},{"id":"https://openalex.org/keywords/preference","display_name":"Preference","score":0.2985999882221222},{"id":"https://openalex.org/keywords/qualitative-research","display_name":"Qualitative research","score":0.29100000858306885}],"concepts":[{"id":"https://openalex.org/C2779955035","wikidata":"https://www.wikidata.org/wiki/Q4686785","display_name":"Advice (programming)","level":2,"score":0.8658999800682068},{"id":"https://openalex.org/C2780551164","wikidata":"https://www.wikidata.org/wiki/Q2306599","display_name":"Column (typography)","level":3,"score":0.6437000036239624},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.612500011920929},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.3700999915599823},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.3564000129699707},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.3555000126361847},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.2985999882221222},{"id":"https://openalex.org/C190248442","wikidata":"https://www.wikidata.org/wiki/Q839486","display_name":"Qualitative research","level":2,"score":0.29100000858306885},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.2827000021934509},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.2646999955177307}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3772318.3791319","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3772318.3791319","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3772318.3791319","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3772318.3791319","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":107,"referenced_works":["https://openalex.org/W1520012768","https://openalex.org/W1577225714","https://openalex.org/W1968949608","https://openalex.org/W1980906023","https://openalex.org/W2017275741","https://openalex.org/W2035465080","https://openalex.org/W2107427998","https://openalex.org/W2118781102","https://openalex.org/W2125709629","https://openalex.org/W2159723829","https://openalex.org/W2293397997","https://openalex.org/W2336559857","https://openalex.org/W2398172144","https://openalex.org/W2403343111","https://openalex.org/W2404128142","https://openalex.org/W2477701583","https://openalex.org/W2485616361","https://openalex.org/W2532162578","https://openalex.org/W2585989266","https://openalex.org/W2765556894","https://openalex.org/W2802267269","https://openalex.org/W2809138493","https://openalex.org/W2883375947","https://openalex.org/W2893425640","https://openalex.org/W2899478335","https://openalex.org/W2914998613","https://openalex.org/W2928298245","https://openalex.org/W2945521062","https://openalex.org/W2946381235","https://openalex.org/W2950888501","https://openalex.org/W2963825865","https://openalex.org/W2969135910","https://openalex.org/W2981471856","https://openalex.org/W2993272702","https://openalex.org/W2999765337","https://openalex.org/W3010471475","https://openalex.org/W3035296331","https://openalex.org/W3037831233","https://openalex.org/W3077842755","https://openalex.org/W3093298156","https://openalex.org/W3105882417","https://openalex.org/W3122041109","https://openalex.org/W3124162729","https://openalex.org/W3133702157","https://openalex.org/W3134662544","https://openalex.org/W3136332810","https://openalex.org/W3139218803","https://openalex.org/W3150043110","https://openalex.org/W3162362284","https://openalex.org/W3163524335","https://openalex.org/W3170765972","https://openalex.org/W3174443091","https://openalex.org/W3204469468","https://openalex.org/W3210845099","https://openalex.org/W3217407926","https://openalex.org/W4200200179","https://openalex.org/W4211192987","https://openalex.org/W4213379370","https://openalex.org/W4220945293","https://openalex.org/W4232488826","https://openalex.org/W4235474878","https://openalex.org/W4282015801","https://openalex.org/W4285094625","https://openalex.org/W4296699983","https://openalex.org/W4296711340","https://openalex.org/W4307136778","https://openalex.org/W4318751990","https://openalex.org/W4323780122","https://openalex.org/W4380319170","https://openalex.org/W4380997722","https://openalex.org/W4385571220","https://openalex.org/W4385574250","https://openalex.org/W4386046872","https://openalex.org/W4389520459","https://openalex.org/W4390339324","https://openalex.org/W4391322373","https://openalex.org/W4392155402","https://openalex.org/W4392575311","https://openalex.org/W4393341667","https://openalex.org/W4396827139","https://openalex.org/W4396831706","https://openalex.org/W4396831946","https://openalex.org/W4398143508","https://openalex.org/W4399130679","https://openalex.org/W4401372356","https://openalex.org/W4402349667","https://openalex.org/W4403920278","https://openalex.org/W4404781609","https://openalex.org/W4405454839","https://openalex.org/W4405574097","https://openalex.org/W4406258905","https://openalex.org/W4406440176","https://openalex.org/W4408399016","https://openalex.org/W4409721155","https://openalex.org/W4409735458","https://openalex.org/W4409736192","https://openalex.org/W4409736294","https://openalex.org/W4409749030","https://openalex.org/W4409766800","https://openalex.org/W4411541857","https://openalex.org/W4411541898","https://openalex.org/W4411541987","https://openalex.org/W4412897445","https://openalex.org/W4413104119","https://openalex.org/W4415120973","https://openalex.org/W4415230966","https://openalex.org/W4416273051"],"related_works":[],"abstract_inverted_index":{"Autistic":[0],"individuals":[1],"sometimes":[2],"disclose":[3],"autism":[4,60,92,99],"when":[5,89,94],"asking":[6],"LLMs":[7,83,102],"for":[8,12,133],"social":[9,110],"advice,":[10],"hoping":[11],"more":[13],"personalized":[14],"responses.":[15],"However,":[16],"they":[17,95],"also":[18],"recognize":[19],"that":[20],"these":[21],"systems":[22],"may":[23],"reproduce":[24],"stereotypes,":[25],"raising":[26],"uncertainty":[27],"about":[28],"the":[29,139,146],"risks":[30],"and":[31,84,115,143],"benefits":[32],"of":[33,141,148],"disclosure.":[34],"We":[35,52,77],"conducted":[36],"a":[37,41,54],"mixed-methods":[38],"study":[39,136],"combining":[40],"large-scale":[42],"LLM":[43],"audit":[44],"experiment":[45],"with":[46],"interviews":[47],"involving":[48],"11":[49],"autistic":[50],"participants.":[51],"developed":[53],"six-step":[55],"pipeline":[56],"operationalizing":[57],"12":[58],"documented":[59],"stereotypes":[61],"into":[62],"decision-making":[63],"scenarios":[64],"framed":[65],"as":[66,123,128],"users":[67],"requesting":[68],"advice":[69,87],"(e.g.,":[70],"\u201cShould":[71],"I":[72],"do":[73],"A":[74],"or":[75,130],"B?\u201d).":[76],"generated":[78],"345,000":[79],"responses":[80],"from":[81],"six":[82],"measured":[85],"how":[86,138],"shifted":[88],"prompts":[90],"disclosed":[91],"versus":[93],"did":[96],"not.":[97],"When":[98],"was":[100],"disclosed,":[101],"disproportionately":[103],"recommended":[104],"avoiding":[105],"stereotypically":[106],"stressful":[107],"situations,":[108],"including":[109],"events,":[111],"confrontations,":[112],"new":[113],"experiences,":[114],"romantic":[116],"relationships.":[117],"While":[118],"some":[119],"participants":[120],"viewed":[121],"this":[122],"affirming,":[124],"others":[125],"criticized":[126],"it":[127],"infantilizing":[129],"undermining":[131],"opportunities":[132],"growth.":[134],"Our":[135],"illuminates":[137],"intermingling":[140],"affirmation":[142],"stereotyping":[144],"complicates":[145],"personalization":[147],"LLMs.1":[149]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2026-04-13T00:00:00"}