{"id":"https://openalex.org/W7133550683","doi":"https://doi.org/10.48550/arxiv.2603.02568","title":"AI4CAREER: Responsible AI for STEM Career Development at Scale in K-16 Education","display_name":"AI4CAREER: Responsible AI for STEM Career Development at Scale in K-16 Education","publication_year":2026,"publication_date":"2026-03-03","ids":{"openalex":"https://openalex.org/W7133550683","doi":"https://doi.org/10.48550/arxiv.2603.02568"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2603.02568","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2603.02568","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.2603.02568","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5114202695","display_name":"Sugana Chawla","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chawla, Sugana","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128073026","display_name":"Si Chen","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chen, Si","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049829950","display_name":"Julia Qian","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Qian, Julia","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073150031","display_name":"Gina Svarovsky","orcid":"https://orcid.org/0000-0002-8939-3132"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Svarovsky, Gina","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128054874","display_name":"Alison Cheng","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Cheng, Alison","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128100196","display_name":"Rick Johnson","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Johnson, Rick","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5124195342","display_name":"Nitesh V. Chawla","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chawla, Nitesh V.","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5018871532","display_name":"Ronald Metoyer","orcid":"https://orcid.org/0000-0003-2206-1720"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Metoyer, Ronald","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":8,"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/T10726","display_name":"Career Development and Diversity","score":0.17270000278949738,"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/T10726","display_name":"Career Development and Diversity","score":0.17270000278949738,"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/T10533","display_name":"Teaching and Learning Programming","score":0.12710000574588776,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.061900001019239426,"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/career-development","display_name":"Career development","score":0.6621999740600586},{"id":"https://openalex.org/keywords/career-pathways","display_name":"Career Pathways","score":0.6266999840736389},{"id":"https://openalex.org/keywords/identity","display_name":"Identity (music)","score":0.5},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.47530001401901245},{"id":"https://openalex.org/keywords/corporate-governance","display_name":"Corporate governance","score":0.4226999878883362},{"id":"https://openalex.org/keywords/focus-group","display_name":"Focus group","score":0.3767000138759613}],"concepts":[{"id":"https://openalex.org/C2777247013","wikidata":"https://www.wikidata.org/wiki/Q5038939","display_name":"Career development","level":2,"score":0.6621999740600586},{"id":"https://openalex.org/C2777902257","wikidata":"https://www.wikidata.org/wiki/Q5038919","display_name":"Career Pathways","level":2,"score":0.6266999840736389},{"id":"https://openalex.org/C2778355321","wikidata":"https://www.wikidata.org/wiki/Q17079427","display_name":"Identity (music)","level":2,"score":0.5},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.47530001401901245},{"id":"https://openalex.org/C55587333","wikidata":"https://www.wikidata.org/wiki/Q1133029","display_name":"Engineering ethics","level":1,"score":0.4390999972820282},{"id":"https://openalex.org/C39389867","wikidata":"https://www.wikidata.org/wiki/Q380767","display_name":"Corporate governance","level":2,"score":0.4226999878883362},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.38929998874664307},{"id":"https://openalex.org/C56995899","wikidata":"https://www.wikidata.org/wiki/Q1126687","display_name":"Focus group","level":2,"score":0.3767000138759613},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.34540000557899475},{"id":"https://openalex.org/C2777393702","wikidata":"https://www.wikidata.org/wiki/Q741939","display_name":"Career counseling","level":2,"score":0.3215000033378601},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.29829999804496765},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.2856000065803528},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.2856000065803528},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.2849000096321106},{"id":"https://openalex.org/C190248442","wikidata":"https://www.wikidata.org/wiki/Q839486","display_name":"Qualitative research","level":2,"score":0.27469998598098755},{"id":"https://openalex.org/C156325361","wikidata":"https://www.wikidata.org/wiki/Q1152864","display_name":"Grounded theory","level":3,"score":0.2678000032901764},{"id":"https://openalex.org/C20574239","wikidata":"https://www.wikidata.org/wiki/Q7834033","display_name":"Transferable skills analysis","level":3,"score":0.2540000081062317}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2603.02568","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2603.02568","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.2603.02568","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2603.02568","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":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Rapid":[0],"advances":[1],"in":[2,112,174],"artificial":[3],"intelligence":[4],"(AI)":[5],"are":[6,34],"reshaping":[7],"how":[8,52,95],"students":[9],"imagine,":[10],"explore,":[11],"and":[12,27,46,61,69,79,99,108,125,143,154,165],"prepare":[13],"for":[14,85,110,168],"STEM":[15,86,102,175],"careers":[16],"across":[17,66,121],"K-16":[18,123],"education.":[19],"As":[20],"AI":[21,84,96,111,119,172],"systems":[22],"increasingly":[23],"influence":[24],"feedback,":[25],"advising,":[26],"access":[28],"to":[29,81,161],"information":[30],"about":[31,51],"opportunities,":[32],"they":[33],"becoming":[35],"part":[36],"of":[37,101,118,134],"the":[38,122,132],"developmental":[39,67,116],"infrastructure":[40],"that":[41,130],"shapes":[42],"career":[43,54,87,103,113,176],"identity":[44],"formation":[45],"readiness.":[47],"Yet":[48],"uncertainty":[49],"remains":[50],"AI-supported":[53],"exploration":[55],"tools":[56],"should":[57],"be":[58],"designed,":[59],"governed,":[60],"evaluated":[62],"at":[63,178],"scale,":[64],"particularly":[65],"stages":[68],"institutional":[70],"contexts.":[71],"This":[72],"half-day":[73],"workshop":[74,159],"convenes":[75],"researchers,":[76],"educators,":[77],"practitioners,":[78],"policymakers":[80],"examine":[82],"responsible":[83],"development.":[88],"We":[89],"focus":[90],"on":[91],"four":[92],"themes:":[93],"(1)":[94],"reshapes":[97],"definitions":[98],"assessment":[100],"readiness;":[104],"(2)":[105],"appropriate":[106],"roles":[107],"boundaries":[109],"decision-making;":[114],"(3)":[115],"alignment":[117],"supports":[120],"continuum;":[124],"(4)":[126],"equity-related":[127],"design":[128,149],"considerations":[129],"prevent":[131],"reproduction":[133],"structural":[135],"disparities.":[136],"Through":[137],"lightning":[138],"talks,":[139],"structured":[140],"group":[141],"activities,":[142],"cross-sector":[144],"dialogue,":[145],"participants":[146],"will":[147],"surface":[148],"tensions,":[150],"articulate":[151],"governance":[152],"principles,":[153],"identify":[155],"research":[156],"gaps.":[157],"The":[158],"aims":[160],"advance":[162],"shared":[163],"language":[164],"actionable":[166],"frameworks":[167],"responsible,":[169],"developmentally":[170],"grounded":[171],"use":[173],"learning":[177],"scale.":[179]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2026-03-05T00:00:00"}
