{"id":"https://openalex.org/W7153991764","doi":"https://doi.org/10.1145/3772318.3791874","title":"Situated Imaginaries: Designing AI Futures with Computer Science Teaching Assistants","display_name":"Situated Imaginaries: Designing AI Futures with Computer Science Teaching Assistants","publication_year":2026,"publication_date":"2026-04-13","ids":{"openalex":"https://openalex.org/W7153991764","doi":"https://doi.org/10.1145/3772318.3791874"},"language":null,"primary_location":{"id":"doi:10.1145/3772318.3791874","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3772318.3791874","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/10.1145/3772318.3791874","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5018998088","display_name":"Grace Barkhuff","orcid":"https://orcid.org/0000-0002-1872-8935"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Grace Barkhuff","raw_affiliation_strings":["Interactive Computing, Georgia Institute of Technology, Atlanta, Georgia, USA"],"raw_orcid":"https://orcid.org/0000-0002-1872-8935","affiliations":[{"raw_affiliation_string":"Interactive Computing, Georgia Institute of Technology, Atlanta, Georgia, USA","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5133531762","display_name":"Ian Pruitt","orcid":"https://orcid.org/0009-0009-0238-8540"},"institutions":[{"id":"https://openalex.org/I181565077","display_name":"Georgia State University","ror":"https://ror.org/03qt6ba18","country_code":"US","type":"education","lineage":["https://openalex.org/I181565077"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ian Pruitt","raw_affiliation_strings":["Computer Science, Georgia State University, Atlanta, Georgia, USA"],"raw_orcid":"https://orcid.org/0009-0009-0238-8540","affiliations":[{"raw_affiliation_string":"Computer Science, Georgia State University, Atlanta, Georgia, USA","institution_ids":["https://openalex.org/I181565077"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107671034","display_name":"Vyshnavi Namani","orcid":null},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vyshnavi Namani","raw_affiliation_strings":["Georgia Institute of Technology, Atlanta, Georgia, USA"],"raw_orcid":"https://orcid.org/0009-0003-9752-5064","affiliations":[{"raw_affiliation_string":"Georgia Institute of Technology, Atlanta, Georgia, USA","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014655771","display_name":"William Gregory Johnson","orcid":"https://orcid.org/0000-0001-7699-1638"},"institutions":[{"id":"https://openalex.org/I181565077","display_name":"Georgia State University","ror":"https://ror.org/03qt6ba18","country_code":"US","type":"education","lineage":["https://openalex.org/I181565077"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"William Gregory Johnson","raw_affiliation_strings":["CS, Georgia State University, Atlanta, Georgia, USA"],"raw_orcid":"https://orcid.org/0000-0001-7699-1638","affiliations":[{"raw_affiliation_string":"CS, Georgia State University, Atlanta, Georgia, USA","institution_ids":["https://openalex.org/I181565077"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053282089","display_name":"Anu G. Bourgeois","orcid":"https://orcid.org/0000-0002-4705-4888"},"institutions":[{"id":"https://openalex.org/I181565077","display_name":"Georgia State University","ror":"https://ror.org/03qt6ba18","country_code":"US","type":"education","lineage":["https://openalex.org/I181565077"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anu G. Bourgeois","raw_affiliation_strings":["Department of Computer Science, Georgia State University, Atlanta, Georgia, USA"],"raw_orcid":"https://orcid.org/0000-0002-4705-4888","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Georgia State University, Atlanta, Georgia, USA","institution_ids":["https://openalex.org/I181565077"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046123988","display_name":"Ellen Zegura","orcid":"https://orcid.org/0000-0002-4756-1759"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]},{"id":"https://openalex.org/I2800444561","display_name":"Atlanta Technical College","ror":"https://ror.org/01s3vfp47","country_code":"US","type":"education","lineage":["https://openalex.org/I2800444561"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ellen Zegura","raw_affiliation_strings":["School of Computer Science, Georgia Tech, Atlanta, Georgia, USA"],"raw_orcid":"https://orcid.org/0000-0002-4756-1759","affiliations":[{"raw_affiliation_string":"School of Computer Science, Georgia Tech, Atlanta, Georgia, USA","institution_ids":["https://openalex.org/I2800444561","https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049813786","display_name":"Rodrigo Borela","orcid":"https://orcid.org/0000-0002-1802-8752"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rodrigo Borela","raw_affiliation_strings":["School of Computing Instruction, Georgia Institute of Technology, Atlanta, Georgia, USA"],"raw_orcid":"https://orcid.org/0000-0002-1802-8752","affiliations":[{"raw_affiliation_string":"School of Computing Instruction, Georgia Institute of Technology, Atlanta, Georgia, USA","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035611228","display_name":"Ben Rydal Shapiro","orcid":"https://orcid.org/0000-0001-8070-0952"},"institutions":[{"id":"https://openalex.org/I181565077","display_name":"Georgia State University","ror":"https://ror.org/03qt6ba18","country_code":"US","type":"education","lineage":["https://openalex.org/I181565077"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ben Rydal Shapiro","raw_affiliation_strings":["Learning Sciences, Georgia State University, Atlanta, Georgia, USA"],"raw_orcid":"https://orcid.org/0000-0001-8070-0952","affiliations":[{"raw_affiliation_string":"Learning Sciences, Georgia State University, Atlanta, Georgia, USA","institution_ids":["https://openalex.org/I181565077"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"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":0.57285864,"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":"14"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10533","display_name":"Teaching and Learning Programming","score":0.5690000057220459,"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"}},"topics":[{"id":"https://openalex.org/T10533","display_name":"Teaching and Learning Programming","score":0.5690000057220459,"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/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.043699998408555984,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational 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/T11122","display_name":"Online Learning and Analytics","score":0.03959999978542328,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/situated","display_name":"Situated","score":0.9197999835014343},{"id":"https://openalex.org/keywords/vision","display_name":"Vision","score":0.7258999943733215},{"id":"https://openalex.org/keywords/futures-contract","display_name":"Futures contract","score":0.5697000026702881},{"id":"https://openalex.org/keywords/situated-learning","display_name":"Situated learning","score":0.5435000061988831},{"id":"https://openalex.org/keywords/typology","display_name":"Typology","score":0.44620001316070557},{"id":"https://openalex.org/keywords/discipline","display_name":"Discipline","score":0.41620001196861267},{"id":"https://openalex.org/keywords/futures-studies","display_name":"Futures studies","score":0.3725999891757965},{"id":"https://openalex.org/keywords/speculation","display_name":"Speculation","score":0.3691999912261963}],"concepts":[{"id":"https://openalex.org/C132829578","wikidata":"https://www.wikidata.org/wiki/Q581151","display_name":"Situated","level":2,"score":0.9197999835014343},{"id":"https://openalex.org/C133979268","wikidata":"https://www.wikidata.org/wiki/Q1682108","display_name":"Vision","level":2,"score":0.7258999943733215},{"id":"https://openalex.org/C106306483","wikidata":"https://www.wikidata.org/wiki/Q183984","display_name":"Futures contract","level":2,"score":0.5697000026702881},{"id":"https://openalex.org/C200380349","wikidata":"https://www.wikidata.org/wiki/Q2290699","display_name":"Situated learning","level":2,"score":0.5435000061988831},{"id":"https://openalex.org/C55587333","wikidata":"https://www.wikidata.org/wiki/Q1133029","display_name":"Engineering ethics","level":1,"score":0.4819999933242798},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.4602999985218048},{"id":"https://openalex.org/C75795011","wikidata":"https://www.wikidata.org/wiki/Q917904","display_name":"Typology","level":2,"score":0.44620001316070557},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.420199990272522},{"id":"https://openalex.org/C8795937","wikidata":"https://www.wikidata.org/wiki/Q11862829","display_name":"Discipline","level":2,"score":0.41620001196861267},{"id":"https://openalex.org/C64848388","wikidata":"https://www.wikidata.org/wiki/Q188867","display_name":"Futures studies","level":2,"score":0.3725999891757965},{"id":"https://openalex.org/C47941915","wikidata":"https://www.wikidata.org/wiki/Q107885","display_name":"Speculation","level":2,"score":0.3691999912261963},{"id":"https://openalex.org/C78780964","wikidata":"https://www.wikidata.org/wiki/Q7233193","display_name":"Position paper","level":2,"score":0.3481999933719635},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.334199994802475},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.3190999925136566},{"id":"https://openalex.org/C100609095","wikidata":"https://www.wikidata.org/wiki/Q1335050","display_name":"Embodied cognition","level":2,"score":0.3125999867916107},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.30660000443458557},{"id":"https://openalex.org/C198082294","wikidata":"https://www.wikidata.org/wiki/Q3399648","display_name":"Position (finance)","level":2,"score":0.2865000069141388},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.2816999852657318},{"id":"https://openalex.org/C80944243","wikidata":"https://www.wikidata.org/wiki/Q7532125","display_name":"Situated cognition","level":3,"score":0.28119999170303345},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.2759000062942505},{"id":"https://openalex.org/C191630685","wikidata":"https://www.wikidata.org/wiki/Q4027615","display_name":"Informatics","level":2,"score":0.2680000066757202},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2621999979019165},{"id":"https://openalex.org/C2164484","wikidata":"https://www.wikidata.org/wiki/Q5170150","display_name":"Core (optical fiber)","level":2,"score":0.259799987077713}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3772318.3791874","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3772318.3791874","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:10.1145/3772318.3791874","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3772318.3791874","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":[{"score":0.513351559638977,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320309327","display_name":"Google","ror":"https://ror.org/00njsd438"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":70,"referenced_works":["https://openalex.org/W1274426204","https://openalex.org/W2024224225","https://openalex.org/W2037076799","https://openalex.org/W2045674914","https://openalex.org/W2073845890","https://openalex.org/W2090177212","https://openalex.org/W2099634487","https://openalex.org/W2117617755","https://openalex.org/W2289112451","https://openalex.org/W2398100218","https://openalex.org/W2601976332","https://openalex.org/W2807936308","https://openalex.org/W2911766724","https://openalex.org/W2916219973","https://openalex.org/W2964513566","https://openalex.org/W2965058023","https://openalex.org/W2985011762","https://openalex.org/W2999429616","https://openalex.org/W3006100721","https://openalex.org/W3010582858","https://openalex.org/W3032178096","https://openalex.org/W3111905821","https://openalex.org/W3167610810","https://openalex.org/W3175266071","https://openalex.org/W3201831629","https://openalex.org/W4213024613","https://openalex.org/W4225133905","https://openalex.org/W4254735844","https://openalex.org/W4281924690","https://openalex.org/W4282011830","https://openalex.org/W4285796190","https://openalex.org/W4292262012","https://openalex.org/W4323033692","https://openalex.org/W4323033806","https://openalex.org/W4323037789","https://openalex.org/W4328124415","https://openalex.org/W4366547602","https://openalex.org/W4380049080","https://openalex.org/W4384661663","https://openalex.org/W4384834865","https://openalex.org/W4386584937","https://openalex.org/W4386588671","https://openalex.org/W4388447745","https://openalex.org/W4389072723","https://openalex.org/W4390621457","https://openalex.org/W4391584331","https://openalex.org/W4392546030","https://openalex.org/W4392563703","https://openalex.org/W4392564315","https://openalex.org/W4392564649","https://openalex.org/W4392564671","https://openalex.org/W4392564770","https://openalex.org/W4392564798","https://openalex.org/W4392564834","https://openalex.org/W4396833177","https://openalex.org/W4399209566","https://openalex.org/W4399209637","https://openalex.org/W4400050747","https://openalex.org/W4400668035","https://openalex.org/W4400668254","https://openalex.org/W4401357303","https://openalex.org/W4401952213","https://openalex.org/W4406803762","https://openalex.org/W4407309880","https://openalex.org/W4407681379","https://openalex.org/W4407681552","https://openalex.org/W4409735909","https://openalex.org/W4409749397","https://openalex.org/W4412035302","https://openalex.org/W4412757398"],"related_works":[],"abstract_inverted_index":{"Teaching":[0],"assistants":[1],"(TAs)":[2],"play":[3],"a":[4,33,73,146],"critical":[5],"role":[6],"in":[7,123,149],"computing":[8,40],"and":[9,20,57,62,67,84,100,106,130,140,144,154,168],"HCI":[10,115],"education,":[11],"yet":[12],"little":[13],"is":[14],"known":[15],"about":[16],"how":[17,88,128],"they":[18],"perceive":[19],"use":[21,56],"AI":[22,55,92,139],"tools":[23,61,167],"or":[24],"imagine":[25],"their":[26,101,141,160],"future":[27,59,165],"pedagogical":[28],"uses.":[29],"We":[30],"report":[31],"on":[32,53,65],"series":[34],"of":[35,76,80,91,138,159],"design":[36,68,129],"workshops":[37,48],"with":[38,162],"131":[39],"(CS)":[41],"TAs":[42,50,118,151],"across":[43],"two":[44],"U.S.":[45],"universities.":[46],"These":[47],"invited":[49],"to":[51,114],"reflect":[52],"current":[54],"envision":[58],"AI-enhanced":[60],"practices.":[63],"Drawing":[64],"surveys":[66],"artifacts,":[69],"we":[70],"(1)":[71],"develop":[72],"cross-institutional":[74],"typology":[75],"situated":[77,136],"TA":[78],"uses":[79],"AI,":[81],"revealing":[82],"opportunities":[83],"tensions;":[85],"(2)":[86],"show":[87],"TAs\u2019":[89],"visions":[90],"are":[93,132],"shaped":[94,133],"by":[95,116,134],"disciplinary":[96],"norms,":[97],"institutional":[98,142],"structures,":[99],"intermediary":[102],"position":[103],"as":[104,119],"student-instructors;":[105],"(3)":[107],"reveal":[108],"ethical":[109],"dilemmas.":[110],"Our":[111],"findings":[112],"contribute":[113],"positioning":[117],"AI-supported":[120],"knowledge":[121],"workers":[122],"the":[124,156],"education":[125],"domain;":[126],"illustrating":[127],"speculation":[131],"people\u2019s":[135],"understandings":[137],"contexts;":[143],"identifying":[145],"core":[147],"tension":[148],"which":[150],"simultaneously":[152],"preserve":[153],"erode":[155],"human":[157],"dimensions":[158],"work,":[161],"implications":[163],"for":[164],"instructional":[166],"human\u2013AI":[169],"collaboration.":[170]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2026-04-14T00:00:00"}
