{"id":"https://openalex.org/W4407071594","doi":"https://doi.org/10.1007/s43681-025-00660-5","title":"The need for ethical guidelines in mathematical research in the time of generative AI","display_name":"The need for ethical guidelines in mathematical research in the time of generative AI","publication_year":2025,"publication_date":"2025-02-02","ids":{"openalex":"https://openalex.org/W4407071594","doi":"https://doi.org/10.1007/s43681-025-00660-5"},"language":"en","primary_location":{"id":"doi:10.1007/s43681-025-00660-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s43681-025-00660-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s43681-025-00660-5.pdf","source":{"id":"https://openalex.org/S4210170699","display_name":"AI and Ethics","issn_l":"2730-5953","issn":["2730-5953","2730-5961"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"AI and Ethics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s43681-025-00660-5.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5075413277","display_name":"Markus Pantsar","orcid":"https://orcid.org/0000-0001-8572-1453"},"institutions":[{"id":"https://openalex.org/I133731052","display_name":"University of Helsinki","ror":"https://ror.org/040af2s02","country_code":"FI","type":"education","lineage":["https://openalex.org/I133731052"]},{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE","FI"],"is_corresponding":true,"raw_author_name":"Markus Pantsar","raw_affiliation_strings":["RWTH Aachen University, Aachen, Germany","University of Helsinki, Helsinki, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"RWTH Aachen University, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]},{"raw_affiliation_string":"University of Helsinki, Helsinki, Finland","institution_ids":["https://openalex.org/I133731052"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5075413277"],"corresponding_institution_ids":["https://openalex.org/I133731052","https://openalex.org/I887968799"],"apc_list":{"value":2890,"currency":"USD","value_usd":2890},"apc_paid":{"value":2890,"currency":"USD","value_usd":2890},"fwci":1.0972,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.81119321,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"5","issue":"4","first_page":"3657","last_page":"3668"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.942799985408783,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.942799985408783,"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/generative-grammar","display_name":"Generative grammar","score":0.6744199991226196},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6389637589454651},{"id":"https://openalex.org/keywords/automated-theorem-proving","display_name":"Automated theorem proving","score":0.6242496967315674},{"id":"https://openalex.org/keywords/transformative-learning","display_name":"Transformative learning","score":0.6138432025909424},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.603351354598999},{"id":"https://openalex.org/keywords/mathematical-practice","display_name":"Mathematical practice","score":0.565181314945221},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.49471017718315125},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.40587180852890015},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.28141990303993225},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.23218685388565063},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.20806199312210083},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.20642563700675964},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.07788416743278503}],"concepts":[{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.6744199991226196},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6389637589454651},{"id":"https://openalex.org/C206880738","wikidata":"https://www.wikidata.org/wiki/Q431667","display_name":"Automated theorem proving","level":2,"score":0.6242496967315674},{"id":"https://openalex.org/C70587473","wikidata":"https://www.wikidata.org/wiki/Q7834111","display_name":"Transformative learning","level":2,"score":0.6138432025909424},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.603351354598999},{"id":"https://openalex.org/C2780506305","wikidata":"https://www.wikidata.org/wiki/Q3909934","display_name":"Mathematical practice","level":2,"score":0.565181314945221},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49471017718315125},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.40587180852890015},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.28141990303993225},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.23218685388565063},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20806199312210083},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.20642563700675964},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.07788416743278503},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s43681-025-00660-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s43681-025-00660-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s43681-025-00660-5.pdf","source":{"id":"https://openalex.org/S4210170699","display_name":"AI and Ethics","issn_l":"2730-5953","issn":["2730-5953","2730-5961"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"AI and Ethics","raw_type":"journal-article"},{"id":"pmh:oai:publications.rwth-aachen.de:1004827","is_oa":true,"landing_page_url":"https://publications.rwth-aachen.de/record/1004827","pdf_url":"https://publications.rwth-aachen.de/record/1004827/files/1004827.pdf","source":{"id":"https://openalex.org/S4306401033","display_name":"RWTH Publications (RWTH Aachen)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I887968799","host_organization_name":"RWTH Aachen University","host_organization_lineage":["https://openalex.org/I887968799"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"AI and ethics 5(4), 3657-3668 (2025). doi:10.1007/s43681-025-00660-5","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1007/s43681-025-00660-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s43681-025-00660-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s43681-025-00660-5.pdf","source":{"id":"https://openalex.org/S4210170699","display_name":"AI and Ethics","issn_l":"2730-5953","issn":["2730-5953","2730-5961"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"AI and Ethics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320324232","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4407071594.pdf","grobid_xml":"https://content.openalex.org/works/W4407071594.grobid-xml"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W21960598","https://openalex.org/W1553318606","https://openalex.org/W1825294361","https://openalex.org/W2036737572","https://openalex.org/W2112161977","https://openalex.org/W2122410182","https://openalex.org/W2148360835","https://openalex.org/W2326544492","https://openalex.org/W2886346327","https://openalex.org/W2896215772","https://openalex.org/W2938161812","https://openalex.org/W2952237357","https://openalex.org/W3033094275","https://openalex.org/W3096454820","https://openalex.org/W3102050129","https://openalex.org/W3118868344","https://openalex.org/W4221014470","https://openalex.org/W4230678187","https://openalex.org/W4235344441","https://openalex.org/W4243805552","https://openalex.org/W4245748981","https://openalex.org/W4309334973","https://openalex.org/W4319348251","https://openalex.org/W4367701176","https://openalex.org/W4376866708","https://openalex.org/W4380538374","https://openalex.org/W4383551192","https://openalex.org/W4386020174","https://openalex.org/W4387323780","https://openalex.org/W4387500714","https://openalex.org/W4389338955","https://openalex.org/W4391052937","https://openalex.org/W4399054066","https://openalex.org/W4399300217","https://openalex.org/W4403122979","https://openalex.org/W6610924312"],"related_works":["https://openalex.org/W2169196470","https://openalex.org/W3113185420","https://openalex.org/W4237580245","https://openalex.org/W4385368139","https://openalex.org/W2906134827","https://openalex.org/W4322745238","https://openalex.org/W4241245680","https://openalex.org/W3124327509","https://openalex.org/W2326080043","https://openalex.org/W2131762195"],"abstract_inverted_index":{"Abstract":[0],"Generative":[1],"artificial":[2],"intelligence":[3],"(AI)":[4],"applications":[5,38,50,125],"based":[6],"on":[7],"large":[8,55],"language":[9,56],"models":[10,57],"have":[11,39],"not":[12],"enjoyed":[13],"much":[14],"success":[15],"in":[16,28,45,74,80,85,117,151,163,169],"symbolic":[17],"processing":[18],"and":[19,35,113,132],"reasoning":[20],"tasks,":[21],"thus":[22],"making":[23],"them":[24,116],"of":[25,107,122,148,172],"little":[26],"use":[27,121,162],"mathematical":[29,46,130,152],"research.":[30,153],"However,":[31],"recently":[32],"DeepMind\u2019s":[33],"AlphaProof":[34],"AlphaGeometry":[36],"2":[37],"been":[40],"reported":[41],"to":[42,129,139],"perform":[43],"well":[44],"problem":[47],"solving.":[48],"These":[49],"are":[51,78,178],"hybrid":[52],"systems":[53,77],"combining":[54],"with":[58,104],"rule-based":[59],"systems,":[60],"an":[61,98],"approach":[62],"sometimes":[63],"called":[64],"neuro-symbolic":[65],"AI.":[66],"In":[67,88,137],"this":[68],"paper,":[69],"I":[70,142,154],"present":[71],"a":[72,94,184],"scenario":[73],"which":[75],"such":[76,93,123],"used":[79],"research":[81,118,165],"mathematics,":[82,173],"more":[83],"precisely":[84],"theorem":[86,101],"proving.":[87],"the":[89,105,170],"most":[90],"extreme":[91],"case,":[92],"system":[95],"could":[96],"be":[97,127,167],"autonomous":[99],"automated":[100],"prover":[102],"(AATP),":[103],"potential":[106],"proving":[108],"new":[109],"humanly":[110],"interesting":[111],"theorems":[112],"even":[114],"presenting":[115],"papers.":[119],"The":[120],"AI":[124,150,161],"would":[126],"transformative":[128],"practice":[131],"demand":[133],"clear":[134],"ethical":[135,160],"guidelines.":[136,188],"addition":[138],"that":[140,175],"scenario,":[141],"identify":[143],"other,":[144],"less":[145],"radical,":[146],"uses":[147],"generative":[149],"analyse":[155],"how":[156],"guidelines":[157],"set":[158],"for":[159,186],"scientific":[164],"can":[166],"applied":[168],"case":[171],"arguing":[174],"while":[176],"there":[177,181],"many":[179],"similarities,":[180],"is":[182],"also":[183],"need":[185],"mathematics-specific":[187]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-08-18T07:49:30.821534","created_date":"2025-10-10T00:00:00"}