{"id":"https://openalex.org/W7154609574","doi":"https://doi.org/10.48550/arxiv.2604.13242","title":"On the Creativity of AI Agents","display_name":"On the Creativity of AI Agents","publication_year":2026,"publication_date":"2026-04-14","ids":{"openalex":"https://openalex.org/W7154609574","doi":"https://doi.org/10.48550/arxiv.2604.13242"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:2604.13242","doi":null,"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2604.13242","pdf_url":"https://arxiv.org/pdf/2604.13242","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,"listed_in":[],"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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"volume":null,"type":"preprint","is_traditional":true,"indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2604.13242","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5062620952","display_name":"Giorgio Franceschelli","orcid":"https://orcid.org/0000-0003-3210-3015","observed_orcids":["https://orcid.org/0000-0003-3210-3015"]},"institutions":[{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Franceschelli, Giorgio","raw_affiliation_strings":["University of Bologna"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Bologna","institution_ids":["https://openalex.org/I9360294"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078886343","display_name":"Mirco Musolesi","orcid":"https://orcid.org/0000-0001-9712-4090","observed_orcids":["https://orcid.org/0000-0001-9712-4090"]},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]},{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["GB","IT"],"is_corresponding":false,"raw_author_name":"Musolesi, Mirco","raw_affiliation_strings":["University College London and University of Bologna"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University College London and University of Bologna","institution_ids":["https://openalex.org/I45129253","https://openalex.org/I9360294"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":2,"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/T11079","display_name":"Creativity in Education and Neuroscience","score":0.576200008392334,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11079","display_name":"Creativity in Education and Neuroscience","score":0.576200008392334,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive 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/T14381","display_name":"Psychiatry, Mental Health, Neuroscience","score":0.10649999976158142,"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":0.06129999831318855,"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/computational-creativity","display_name":"computational creativity","score":0.8450000286102295},{"id":"https://openalex.org/keywords/large-language-models","display_name":"large language models","score":0.7459999918937683},{"id":"https://openalex.org/keywords/agentic-systems","display_name":"agentic systems","score":0.7820000052452087},{"id":"https://openalex.org/keywords/ai-agents","display_name":"AI agents","score":0.5879999995231628}],"concepts":[{"id":"https://openalex.org/C11012388","wikidata":"https://www.wikidata.org/wiki/Q170658","display_name":"Creativity","level":2,"score":0.8442000150680542},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5623999834060669},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.5419999957084656},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.5285999774932861},{"id":"https://openalex.org/C52641369","wikidata":"https://www.wikidata.org/wiki/Q1426250","display_name":"Creativity technique","level":3,"score":0.4627000093460083},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.43380001187324524},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4072999954223633},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3634999990463257},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.34850001335144043},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.32910001277923584},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.3109999895095825},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.29910001158714294},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.2784999907016754},{"id":"https://openalex.org/C132829578","wikidata":"https://www.wikidata.org/wiki/Q581151","display_name":"Situated","level":2,"score":0.2599000036716461},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.2563999891281128},{"id":"https://openalex.org/C179133015","wikidata":"https://www.wikidata.org/wiki/Q1639378","display_name":"Social system","level":2,"score":0.2540999948978424}],"mesh":[],"locations_count":5,"locations":[{"id":"pmh:oai:arXiv.org:2604.13242","doi":null,"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2604.13242","pdf_url":"https://arxiv.org/pdf/2604.13242","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,"listed_in":[],"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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:philsci-archive.pitt.edu:29127","doi":null,"is_oa":true,"landing_page_url":"https://philsci-archive.pitt.edu/29127/1/On_the_Creativity_of_AI_Agents.pdf","pdf_url":"https://philsci-archive.pitt.edu/29127/1/On_the_Creativity_of_AI_Agents.pdf","source":{"id":"https://openalex.org/S4306401282","display_name":"PhilSci-Archive (University of Pittsburgh)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I170201317","host_organization_name":"University of Pittsburgh","host_organization_lineage":["https://openalex.org/I170201317"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},{"id":"pmh:oai:philsci-archive.pitt.edu:29252","doi":null,"is_oa":true,"landing_page_url":"https://philsci-archive.pitt.edu/29252/3/On_the_Creativity_of_AI_Agents-1.pdf","pdf_url":"https://philsci-archive.pitt.edu/29252/3/On_the_Creativity_of_AI_Agents-1.pdf","source":{"id":"https://openalex.org/S4306401282","display_name":"PhilSci-Archive (University of Pittsburgh)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I170201317","host_organization_name":"University of Pittsburgh","host_organization_lineage":["https://openalex.org/I170201317"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},{"id":"pmh:oai:philsci-archive.pitt.edu:29263","doi":null,"is_oa":true,"landing_page_url":"https://philsci-archive.pitt.edu/29263/1/On_the_Creativity_of_AI_Agents-1.pdf","pdf_url":"https://philsci-archive.pitt.edu/29263/1/On_the_Creativity_of_AI_Agents-1.pdf","source":{"id":"https://openalex.org/S4306401282","display_name":"PhilSci-Archive (University of Pittsburgh)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I170201317","host_organization_name":"University of Pittsburgh","host_organization_lineage":["https://openalex.org/I170201317"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},{"id":"doi:10.48550/arxiv.2604.13242","doi":"https://doi.org/10.48550/arxiv.2604.13242","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.13242","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,"listed_in":[],"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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2604.13242","doi":null,"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2604.13242","pdf_url":"https://arxiv.org/pdf/2604.13242","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,"listed_in":[],"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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7154609574.pdf","grobid_xml":"https://content.openalex.org/works/W7154609574.grobid-xml"},"referenced_works_count":17,"referenced_works":["https://openalex.org/W3133029875","https://openalex.org/W3177813494","https://openalex.org/W3195140297","https://openalex.org/W4386113651","https://openalex.org/W4389984066","https://openalex.org/W4390601409","https://openalex.org/W4403618314","https://openalex.org/W4405434085","https://openalex.org/W4407004698","https://openalex.org/W4417078358","https://openalex.org/W4417452287","https://openalex.org/W4417459816","https://openalex.org/W6948369276","https://openalex.org/W7077044503","https://openalex.org/W7117550740","https://openalex.org/W7128717362","https://openalex.org/W7128819822"],"related_works":["https://openalex.org/W4402414416","https://openalex.org/W7113555317","https://openalex.org/W7161743162","https://openalex.org/W4416150878","https://openalex.org/W4409892328","https://openalex.org/W4400944919","https://openalex.org/W7163804929","https://openalex.org/W7105067839","https://openalex.org/W7204868846","https://openalex.org/W4414913412"],"abstract_inverted_index":{"Large":[0],"language":[1],"models":[2],"(LLMs),":[3],"particularly":[4],"when":[5],"integrated":[6],"into":[7],"agentic":[8,132],"systems,":[9],"have":[10],"demonstrated":[11],"human-":[12],"and":[13,43,88,99,143,145],"even":[14],"superhuman-level":[15],"performance":[16],"across":[17],"multiple":[18],"domains.":[19],"Whether":[20],"these":[21],"systems":[22,133],"can":[23,152],"truly":[24],"be":[25],"considered":[26],"creative,":[27],"however,":[28],"remains":[29],"a":[30,62],"matter":[31],"of":[32,70,121,138],"debate,":[33],"as":[34,83,85],"conclusions":[35],"heavily":[36],"depend":[37],"on":[38,66,96],"the":[39,67,80,86],"definitions,":[40],"evaluation":[41],"methods,":[42],"specific":[44],"use":[45],"cases":[46],"employed.":[47],"In":[48],"this":[49],"paper,":[50],"we":[51,100,125],"analyse":[52],"creativity":[53,150],"along":[54],"two":[55],"complementary":[56],"macro-level":[57],"perspectives.":[58],"The":[59,73],"first":[60],"is":[61,75,129],"functionalist":[63,105],"perspective,":[64,78],"focusing":[65],"observable":[68],"characteristics":[69],"creative":[71],"outputs.":[72],"second":[74],"an":[76],"ontological":[77,122],"emphasising":[79],"underlying":[81],"processes,":[82],"well":[84],"social":[87],"personal":[89],"dimensions":[90],"involved":[91],"in":[92],"creativity.":[93,123],"We":[94],"focus":[95],"LLM":[97],"agents":[98],"argue":[101],"that":[102,151],"they":[103,115],"exhibit":[104],"creativity,":[106,139],"albeit":[107],"not":[108],"at":[109],"its":[110],"most":[111],"sophisticated":[112],"levels,":[113],"while":[114],"continue":[116],"to":[117,134],"lack":[118],"key":[119],"aspects":[120],"Finally,":[124],"discuss":[126],"whether":[127],"it":[128],"desirable":[130],"for":[131],"attain":[135],"both":[136],"forms":[137],"evaluating":[140],"potential":[141],"benefits":[142],"risks,":[144],"proposing":[146],"pathways":[147],"toward":[148],"artificial":[149],"enhance":[153],"human":[154],"society.":[155]},"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2026-04-17T00:00:00"}
