{"id":"https://openalex.org/W7161130384","doi":"https://doi.org/10.48550/arxiv.2605.13762","title":"EconAI: Dynamic Persona Evolution and Memory-Aware Agents in Evolving Economic Environments","display_name":"EconAI: Dynamic Persona Evolution and Memory-Aware Agents in Evolving Economic Environments","publication_year":2026,"publication_date":"2026-05-13","ids":{"openalex":"https://openalex.org/W7161130384","doi":"https://doi.org/10.48550/arxiv.2605.13762"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2605.13762","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2605.13762","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":"Preprint"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2605.13762","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5136155614","display_name":"Annie Liu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Liu, Annie","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136095556","display_name":"Zane Cao","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Cao, Zane","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136121997","display_name":"Lang Chen","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chen, Lang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136140186","display_name":"Zongxin Xu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xu, Zongxin","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5136163403","display_name":"Zigan Wang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wang, Zigan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"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/T14074","display_name":"Persona Design and Applications","score":0.1598999947309494,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T14074","display_name":"Persona Design and Applications","score":0.1598999947309494,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T13643","display_name":"Artificial Intelligence in Law","score":0.06520000100135803,"subfield":{"id":"https://openalex.org/subfields/3320","display_name":"Political Science and International Relations"},"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/T12128","display_name":"AI in Service Interactions","score":0.03530000150203705,"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/stability","display_name":"Stability (learning theory)","score":0.45669999718666077},{"id":"https://openalex.org/keywords/search-engine-indexing","display_name":"Search engine indexing","score":0.45089998841285706},{"id":"https://openalex.org/keywords/persona","display_name":"Persona","score":0.41760000586509705},{"id":"https://openalex.org/keywords/economic-model","display_name":"Economic model","score":0.4081999957561493},{"id":"https://openalex.org/keywords/empirical-evidence","display_name":"Empirical evidence","score":0.3361000120639801},{"id":"https://openalex.org/keywords/coevolution","display_name":"Coevolution","score":0.3312000036239624},{"id":"https://openalex.org/keywords/empirical-research","display_name":"Empirical research","score":0.3301999866962433},{"id":"https://openalex.org/keywords/evolutionary-economics","display_name":"Evolutionary economics","score":0.3246999979019165}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6251000165939331},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.45669999718666077},{"id":"https://openalex.org/C75165309","wikidata":"https://www.wikidata.org/wiki/Q2258979","display_name":"Search engine indexing","level":2,"score":0.45089998841285706},{"id":"https://openalex.org/C313442","wikidata":"https://www.wikidata.org/wiki/Q778556","display_name":"Persona","level":2,"score":0.41760000586509705},{"id":"https://openalex.org/C119693030","wikidata":"https://www.wikidata.org/wiki/Q2180497","display_name":"Economic model","level":2,"score":0.4081999957561493},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3873000144958496},{"id":"https://openalex.org/C166052673","wikidata":"https://www.wikidata.org/wiki/Q83021","display_name":"Empirical evidence","level":2,"score":0.3361000120639801},{"id":"https://openalex.org/C33009525","wikidata":"https://www.wikidata.org/wiki/Q208841","display_name":"Coevolution","level":2,"score":0.3312000036239624},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.3301999866962433},{"id":"https://openalex.org/C154848440","wikidata":"https://www.wikidata.org/wiki/Q1382559","display_name":"Evolutionary economics","level":2,"score":0.3246999979019165},{"id":"https://openalex.org/C63108463","wikidata":"https://www.wikidata.org/wiki/Q581233","display_name":"Complex adaptive system","level":2,"score":0.3174999952316284},{"id":"https://openalex.org/C188897","wikidata":"https://www.wikidata.org/wiki/Q5333508","display_name":"Economic impact analysis","level":2,"score":0.295199990272522},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.2948000133037567},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.2858000099658966},{"id":"https://openalex.org/C73374054","wikidata":"https://www.wikidata.org/wiki/Q2995667","display_name":"Economic stability","level":2,"score":0.2818000018596649},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.27790001034736633},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.2752000093460083},{"id":"https://openalex.org/C2985697011","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economic analysis","level":2,"score":0.2727000117301941},{"id":"https://openalex.org/C167393769","wikidata":"https://www.wikidata.org/wiki/Q4680768","display_name":"Adaptive strategies","level":2,"score":0.25600001215934753},{"id":"https://openalex.org/C52970973","wikidata":"https://www.wikidata.org/wiki/Q2497134","display_name":"Adaptive system","level":2,"score":0.25429999828338623},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2524999976158142},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.25}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2605.13762","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2605.13762","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":"Preprint"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2605.13762","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2605.13762","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":"Preprint"},"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":{"The":[0],"integration":[1],"of":[2],"large":[3],"language":[4],"models":[5],"(LLMs)":[6],"in":[7,119,130],"economic":[8,44,62,74,131,153],"simulations":[9],"has":[10],"significantly":[11],"enhanced":[12],"agent-based":[13],"modeling,":[14],"yet":[15],"existing":[16],"frameworks":[17],"struggle":[18],"to":[19,38],"capture":[20],"the":[21,106,114],"interplay":[22],"between":[23],"short-term":[24],"optimization":[25],"and":[26,48,68,80,101,117,138],"long-term":[27,102],"strategic":[28],"planning.":[29],"Conventional":[30],"approaches":[31],"rely":[32],"on":[33,97],"static":[34],"data-driven":[35],"predictions,":[36],"failing":[37],"incorporate":[39],"adaptive":[40,152],"behaviors":[41],"influenced":[42],"by":[43],"sentiment,":[45],"market":[46,99],"volatility,":[47],"individual":[49],"goals.":[50],"To":[51],"address":[52],"these":[53],"limitations,":[54],"we":[55],"introduce":[56],"a":[57,86,120,146],"novel":[58],"EconAI":[59,84,127],"framework,":[60],"incorporating":[61],"sentiment":[63],"indexing":[64],"(ESI),":[65],"memory":[66],"weighting,":[67],"dynamic":[69],"decision-making":[70],"mechanisms.":[71],"By":[72],"quantifying":[73],"belief,":[75],"adjusting":[76],"historical":[77],"data":[78],"influence,":[79],"linking":[81],"work-consumption":[82],"behaviors,":[83],"achieves":[85],"more":[87,150],"human-like":[88],"decision":[89,141],"process,":[90],"where":[91],"agents":[92],"adapt":[93],"their":[94],"actions":[95],"based":[96],"both":[98],"signals":[100],"objectives.":[103],"It":[104],"is":[105],"first":[107],"LLM-powered":[108],"simulation":[109],"system":[110],"that":[111,126],"can":[112],"simulate":[113],"macro/microeconomic":[115],"environment":[116],"interactions":[118],"unified":[121],"framework.":[122],"Empirical":[123],"evaluations":[124],"show":[125],"improves":[128],"stability":[129],"responses,":[132],"better":[133],"replicates":[134],"real-world":[135],"employment-consumption":[136],"cycles,":[137],"enhances":[139],"overall":[140],"robustness.":[142],"This":[143],"advancement":[144],"marks":[145],"crucial":[147],"step":[148],"towards":[149],"realistic,":[151],"agent":[154],"simulations.":[155]},"counts_by_year":[],"updated_date":"2026-07-01T06:00:48.157686","created_date":"2026-05-15T00:00:00"}