{"id":"https://openalex.org/W7127181742","doi":"https://doi.org/10.48550/arxiv.2601.22440","title":"AI and My Values: User Perceptions of LLMs' Ability to Extract, Embody, and Explain Human Values from Casual Conversations","display_name":"AI and My Values: User Perceptions of LLMs' Ability to Extract, Embody, and Explain Human Values from Casual Conversations","publication_year":2026,"publication_date":"2026-01-30","ids":{"openalex":"https://openalex.org/W7127181742","doi":"https://doi.org/10.48550/arxiv.2601.22440"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2601.22440","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2601.22440","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"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":"Preprint"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2601.22440","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5124750306","display_name":"Bhada Yun","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yun, Bhada","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5124844061","display_name":"Renn Su","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Su, Renn","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5124779533","display_name":"April Yi Wang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wang, April Yi","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"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":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12128","display_name":"AI in Service Interactions","score":0.4887999892234802,"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":0.4887999892234802,"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/T10883","display_name":"Ethics and Social Impacts of AI","score":0.2305999994277954,"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":0.0997999981045723,"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/casual","display_name":"Casual","score":0.8442000150680542},{"id":"https://openalex.org/keywords/chatbot","display_name":"Chatbot","score":0.8140000104904175},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.659600019454956},{"id":"https://openalex.org/keywords/human-values","display_name":"Human values","score":0.4043000042438507},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.3700999915599823},{"id":"https://openalex.org/keywords/social-perception","display_name":"Social perception","score":0.3580000102519989}],"concepts":[{"id":"https://openalex.org/C2781426162","wikidata":"https://www.wikidata.org/wiki/Q2275793","display_name":"Casual","level":2,"score":0.8442000150680542},{"id":"https://openalex.org/C2779041454","wikidata":"https://www.wikidata.org/wiki/Q870780","display_name":"Chatbot","level":2,"score":0.8140000104904175},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.659600019454956},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.6195999979972839},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.5042999982833862},{"id":"https://openalex.org/C2988948121","wikidata":"https://www.wikidata.org/wiki/Q194112","display_name":"Human values","level":2,"score":0.4043000042438507},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.3700999915599823},{"id":"https://openalex.org/C129484327","wikidata":"https://www.wikidata.org/wiki/Q177603","display_name":"Social perception","level":3,"score":0.3580000102519989},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.3458000123500824},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.33219999074935913},{"id":"https://openalex.org/C143299363","wikidata":"https://www.wikidata.org/wiki/Q900584","display_name":"Attribution","level":2,"score":0.31520000100135803},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.30889999866485596},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.29280000925064087},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.26100000739097595},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.25529998540878296},{"id":"https://openalex.org/C2776608160","wikidata":"https://www.wikidata.org/wiki/Q4785462","display_name":"Natural (archaeology)","level":2,"score":0.2540999948978424},{"id":"https://openalex.org/C2777200299","wikidata":"https://www.wikidata.org/wiki/Q52943","display_name":"Conversation","level":2,"score":0.2513999938964844}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2601.22440","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2601.22440","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"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":"Preprint"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2601.22440","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2601.22440","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"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":"Preprint"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.4032976031303406}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Does":[0],"AI":[1,81,115,127,134],"understand":[2,83],"human":[3,84],"values?":[4],"While":[5],"this":[6],"remains":[7],"an":[8],"open":[9],"philosophical":[10],"question,":[11],"we":[12,87],"take":[13],"a":[14,40,43,47,92,108],"pragmatic":[15],"stance":[16],"by":[17],"introducing":[18],"VAPT,":[19],"the":[20,143],"Value-Alignment":[21],"Perception":[22],"Toolkit,":[23],"for":[24],"studying":[25],"how":[26,32],"LLMs":[27],"reflect":[28],"people's":[29],"values":[30],"and":[31,66,124,131,140],"people":[33],"judge":[34],"those":[35],"reflections.":[36],"20":[37],"participants":[38,74],"texted":[39],"chatbot":[41],"over":[42],"month,":[44],"then":[45],"completed":[46],"2-hour":[48],"interview":[49],"with":[50,100,129],"our":[51,77],"toolkit":[52],"evaluating":[53],"AI's":[54],"ability":[55],"to":[56,111,122],"extract":[57],"(pull":[58],"details":[59],"regarding),":[60],"embody":[61],"(make":[62],"decisions":[63],"guided":[64],"by),":[65],"explain":[67],"(provide":[68],"proof":[69],"of)":[70],"their":[71],"values.":[72,85],"13":[73],"ultimately":[75],"left":[76],"study":[78],"convinced":[79],"that":[80,95],"can":[82],"Thus,":[86],"warn":[88],"about":[89],"\"weaponized":[90],"empathy\":":[91],"design":[93,120],"pattern":[94],"may":[96],"arise":[97],"in":[98,114],"interactions":[99],"value-aware,":[101],"yet":[102],"welfare-misaligned":[103],"conversational":[104],"agents.":[105],"VAPT":[106],"offers":[107],"new":[109],"way":[110],"evaluate":[112,123],"value-alignment":[113],"systems.":[116],"We":[117],"also":[118],"offer":[119],"implications":[121],"responsibly":[125],"build":[126],"systems":[128],"transparency":[130],"safeguards":[132],"as":[133],"capabilities":[135],"grow":[136],"more":[137],"inscrutable,":[138],"ubiquitous,":[139],"posthuman":[141],"into":[142],"future.":[144]},"counts_by_year":[],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2026-02-03T00:00:00"}
