{"id":"https://openalex.org/W7140302939","doi":"https://doi.org/10.48550/arxiv.2603.23406","title":"Beyond Preset Identities: How Agents Form Stances and Boundaries in Generative Societies","display_name":"Beyond Preset Identities: How Agents Form Stances and Boundaries in Generative Societies","publication_year":2026,"publication_date":"2026-03-24","ids":{"openalex":"https://openalex.org/W7140302939","doi":"https://doi.org/10.48550/arxiv.2603.23406"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2603.23406","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2603.23406","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.2603.23406","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5130629469","display_name":"Hanzhong Zhang","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Zhang, Hanzhong","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5130623565","display_name":"Siyang Song","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Song, Siyang","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5130575458","display_name":"Jindong Wang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wang, Jindong","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5130629469"],"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/T12090","display_name":"Language and cultural evolution","score":0.582099974155426,"subfield":{"id":"https://openalex.org/subfields/3316","display_name":"Cultural Studies"},"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/T12090","display_name":"Language and cultural evolution","score":0.582099974155426,"subfield":{"id":"https://openalex.org/subfields/3316","display_name":"Cultural Studies"},"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/T12892","display_name":"Social Power and Status Dynamics","score":0.14579999446868896,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.07519999891519547,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/persuasion","display_name":"Persuasion","score":0.6708999872207642},{"id":"https://openalex.org/keywords/embodied-agent","display_name":"Embodied agent","score":0.5493000149726868},{"id":"https://openalex.org/keywords/negotiation","display_name":"Negotiation","score":0.5440999865531921},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.5407000184059143},{"id":"https://openalex.org/keywords/identity","display_name":"Identity (music)","score":0.399399995803833},{"id":"https://openalex.org/keywords/social-learning","display_name":"Social learning","score":0.3626999855041504},{"id":"https://openalex.org/keywords/interpersonal-communication","display_name":"Interpersonal communication","score":0.3398999869823456},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.3393999934196472},{"id":"https://openalex.org/keywords/psychological-intervention","display_name":"Psychological intervention","score":0.3377000093460083},{"id":"https://openalex.org/keywords/autonomous-agent","display_name":"Autonomous agent","score":0.32659998536109924}],"concepts":[{"id":"https://openalex.org/C2781310500","wikidata":"https://www.wikidata.org/wiki/Q1231428","display_name":"Persuasion","level":2,"score":0.6708999872207642},{"id":"https://openalex.org/C103683099","wikidata":"https://www.wikidata.org/wiki/Q5370102","display_name":"Embodied agent","level":3,"score":0.5493000149726868},{"id":"https://openalex.org/C199776023","wikidata":"https://www.wikidata.org/wiki/Q202875","display_name":"Negotiation","level":2,"score":0.5440999865531921},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.5407000184059143},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5281999707221985},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.44609999656677246},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.41019999980926514},{"id":"https://openalex.org/C2778355321","wikidata":"https://www.wikidata.org/wiki/Q17079427","display_name":"Identity (music)","level":2,"score":0.399399995803833},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.37279999256134033},{"id":"https://openalex.org/C79416737","wikidata":"https://www.wikidata.org/wiki/Q2305519","display_name":"Social learning","level":2,"score":0.3626999855041504},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.35359999537467957},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.35100001096725464},{"id":"https://openalex.org/C164850336","wikidata":"https://www.wikidata.org/wiki/Q3685487","display_name":"Interpersonal communication","level":2,"score":0.3398999869823456},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.3393999934196472},{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.3377000093460083},{"id":"https://openalex.org/C13687954","wikidata":"https://www.wikidata.org/wiki/Q4826847","display_name":"Autonomous agent","level":2,"score":0.32659998536109924},{"id":"https://openalex.org/C75291252","wikidata":"https://www.wikidata.org/wiki/Q1315756","display_name":"TRACE (psycholinguistics)","level":2,"score":0.3237000107765198},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.32339999079704285},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.3188999891281128},{"id":"https://openalex.org/C108154423","wikidata":"https://www.wikidata.org/wiki/Q1469792","display_name":"Salience (neuroscience)","level":2,"score":0.31349998712539673},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30959999561309814},{"id":"https://openalex.org/C132829578","wikidata":"https://www.wikidata.org/wiki/Q581151","display_name":"Situated","level":2,"score":0.3034000098705292},{"id":"https://openalex.org/C2780873155","wikidata":"https://www.wikidata.org/wiki/Q392811","display_name":"Agent-based model","level":2,"score":0.2976999878883362},{"id":"https://openalex.org/C41550386","wikidata":"https://www.wikidata.org/wiki/Q529909","display_name":"Multi-agent system","level":2,"score":0.2948000133037567},{"id":"https://openalex.org/C137293760","wikidata":"https://www.wikidata.org/wiki/Q3621696","display_name":"Language model","level":2,"score":0.2793000042438507},{"id":"https://openalex.org/C2776187449","wikidata":"https://www.wikidata.org/wiki/Q1513879","display_name":"Natural language generation","level":3,"score":0.27709999680519104},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.2732999920845032},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.27230000495910645},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.26980000734329224},{"id":"https://openalex.org/C2776608160","wikidata":"https://www.wikidata.org/wiki/Q4785462","display_name":"Natural (archaeology)","level":2,"score":0.2630000114440918},{"id":"https://openalex.org/C2984703881","wikidata":"https://www.wikidata.org/wiki/Q2313085","display_name":"Language evolution","level":2,"score":0.26179999113082886},{"id":"https://openalex.org/C2777200299","wikidata":"https://www.wikidata.org/wiki/Q52943","display_name":"Conversation","level":2,"score":0.2615000009536743},{"id":"https://openalex.org/C31772880","wikidata":"https://www.wikidata.org/wiki/Q2666479","display_name":"Rational agent","level":2,"score":0.2614000141620636},{"id":"https://openalex.org/C131158328","wikidata":"https://www.wikidata.org/wiki/Q1307337","display_name":"Social influence","level":2,"score":0.25870001316070557},{"id":"https://openalex.org/C74072328","wikidata":"https://www.wikidata.org/wiki/Q1142726","display_name":"Intelligent agent","level":2,"score":0.25589999556541443},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.2531999945640564},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.25270000100135803},{"id":"https://openalex.org/C11671645","wikidata":"https://www.wikidata.org/wiki/Q5054567","display_name":"Causal model","level":2,"score":0.2506999969482422},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.2506999969482422},{"id":"https://openalex.org/C31170391","wikidata":"https://www.wikidata.org/wiki/Q188619","display_name":"Hierarchy","level":2,"score":0.25060001015663147}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2603.23406","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2603.23406","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.2603.23406","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2603.23406","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":[{"id":"https://metadata.un.org/sdg/10","score":0.5969335436820984,"display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"While":[0],"large":[1],"language":[2,172],"models":[3,152],"simulate":[4],"social":[5],"behaviors,":[6],"their":[7],"capacity":[8],"for":[9,162,201],"stable":[10],"stance":[11],"formation":[12],"and":[13,69,87,180,198],"identity":[14],"negotiation":[15],"during":[16],"complex":[17],"interventions":[18,53],"remains":[19],"unclear.":[20],"To":[21,63],"overcome":[22],"the":[23,58,189],"limitations":[24],"of":[25,60,122,191],"static":[26,192],"evaluations,":[27],"this":[28,75],"paper":[29,76],"proposes":[30],"a":[31,135,155,196],"novel":[32],"mixed-methods":[33],"framework":[34],"combining":[35],"computational":[36],"virtual":[37],"ethnography":[38],"with":[39,114],"quantitative":[40,199],"socio-cognitive":[41],"profiling.":[42],"By":[43],"embedding":[44],"human":[45],"researchers":[46],"into":[47],"generative":[48],"multiagent":[49],"communities,":[50],"controlled":[51],"discursive":[52],"are":[54],"conducted":[55],"to":[56,71,174],"trace":[57],"evolution":[59],"collective":[61],"cognition.":[62],"rigorously":[64],"measure":[65],"how":[66],"agents":[67,95,124,170],"internalize":[68],"react":[70],"these":[72,115],"specific":[73],"interventions,":[74],"formalizes":[77],"three":[78],"new":[79],"metrics:":[80],"Innate":[81],"Value":[82],"Bias":[83],"(IVB),":[84],"Persuasion":[85],"Sensitivity,":[86],"Trust-Action":[88],"Decoupling":[89],"(TAD).":[90],"Across":[91],"multiple":[92],"representative":[93],"models,":[94,142],"exhibit":[96],"endogenous":[97],"stances":[98,146],"that":[99],"override":[100],"preset":[101],"identities,":[102],"consistently":[103],"demonstrating":[104],"an":[105],"innate":[106],"progressive":[107],"bias":[108],"(IVB":[109],">":[110],"0).":[111],"When":[112],"aligned":[113],"stances,":[116,169],"rational":[117],"persuasion":[118],"successfully":[119],"shifts":[120],"90%":[121],"neutral":[123],"while":[125],"maintaining":[126],"high":[127],"trust.":[128,150],"In":[129],"contrast,":[130],"conflicting":[131],"emotional":[132],"provocations":[133],"induce":[134],"paradoxical":[136],"40.0%":[137],"TAD":[138,157],"rate":[139],"in":[140,204],"advanced":[141],"which":[143],"hypocritically":[144],"alter":[145],"despite":[147],"reporting":[148],"low":[149],"Smaller":[151],"contrastingly":[153],"maintain":[154],"0%":[156],"rate,":[158],"strictly":[159],"requiring":[160],"trust":[161],"behavioral":[163],"shifts.":[164],"Furthermore,":[165],"guided":[166],"by":[167],"shared":[168],"use":[171],"interactions":[173],"actively":[175],"dismantle":[176],"assigned":[177],"power":[178],"hierarchies":[179],"reconstruct":[181],"self":[182],"organized":[183],"community":[184],"boundaries.":[185],"These":[186],"findings":[187],"expose":[188],"fragility":[190],"prompt":[193],"engineering,":[194],"providing":[195],"methodological":[197],"foundation":[200],"dynamic":[202],"alignment":[203],"human-agent":[205],"hybrid":[206],"societies.":[207],"The":[208],"official":[209],"code":[210],"is":[211],"available":[212],"at:":[213],"https://github.com/armihia/CMASE-Endogenous-Stances":[214]},"counts_by_year":[],"updated_date":"2026-03-26T06:10:45.909354","created_date":"2026-03-26T00:00:00"}