{"id":"https://openalex.org/W7157717521","doi":"https://doi.org/10.48550/arxiv.2604.25521","title":"Automated Adversarial Collaboration for Advancing Theory Building in the Cognitive Sciences","display_name":"Automated Adversarial Collaboration for Advancing Theory Building in the Cognitive Sciences","publication_year":2026,"publication_date":"2026-04-28","ids":{"openalex":"https://openalex.org/W7157717521","doi":"https://doi.org/10.48550/arxiv.2604.25521"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2604.25521","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.25521","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":null,"license_id":null,"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.2604.25521","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5050221870","display_name":"Suyog Chandramouli","orcid":"https://orcid.org/0000-0002-3450-1909"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Chandramouli, Suyog","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052387922","display_name":"George Kachergis","orcid":"https://orcid.org/0000-0003-4153-4167"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kachergis, George","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5134845579","display_name":"Akshay Jagadish","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jagadish, Akshay","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5050221870"],"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.16850000619888306,"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":0.16850000619888306,"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/T10656","display_name":"Child and Animal Learning Development","score":0.1324000060558319,"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/T11883","display_name":"Embodied and Extended Cognition","score":0.0731000006198883,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/adjudication","display_name":"Adjudication","score":0.8278999924659729},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.8277999758720398},{"id":"https://openalex.org/keywords/categorization","display_name":"Categorization","score":0.6798999905586243},{"id":"https://openalex.org/keywords/prototype-theory","display_name":"Prototype theory","score":0.4909000098705292},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.4772000014781952},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.4717000126838684},{"id":"https://openalex.org/keywords/limiting","display_name":"Limiting","score":0.4661000072956085}],"concepts":[{"id":"https://openalex.org/C204434341","wikidata":"https://www.wikidata.org/wiki/Q357789","display_name":"Adjudication","level":2,"score":0.8278999924659729},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.8277999758720398},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.6798999905586243},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.569599986076355},{"id":"https://openalex.org/C73798356","wikidata":"https://www.wikidata.org/wiki/Q1402719","display_name":"Prototype theory","level":3,"score":0.4909000098705292},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.4772000014781952},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.4717000126838684},{"id":"https://openalex.org/C188198153","wikidata":"https://www.wikidata.org/wiki/Q1613840","display_name":"Limiting","level":2,"score":0.4661000072956085},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.4162999987602234},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39480000734329224},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.3939000070095062},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.3441999852657318},{"id":"https://openalex.org/C28901747","wikidata":"https://www.wikidata.org/wiki/Q177571","display_name":"Decision theory","level":2,"score":0.3319999873638153},{"id":"https://openalex.org/C20854674","wikidata":"https://www.wikidata.org/wiki/Q4386060","display_name":"Cognitive architecture","level":3,"score":0.3188000023365021},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.2978000044822693},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.2946999967098236},{"id":"https://openalex.org/C61863361","wikidata":"https://www.wikidata.org/wiki/Q470749","display_name":"Inter-rater reliability","level":3,"score":0.2775999903678894},{"id":"https://openalex.org/C2986342778","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Cognitive systems","level":3,"score":0.27480000257492065},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.2743000090122223},{"id":"https://openalex.org/C14224292","wikidata":"https://www.wikidata.org/wiki/Q13600188","display_name":"Conceptual framework","level":2,"score":0.2687999904155731},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.25360000133514404}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2604.25521","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.25521","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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2604.25521","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.25521","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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},"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":{"Cognitive":[0],"science":[1],"often":[2],"evaluates":[3],"theories":[4,32],"through":[5],"narrow":[6],"paradigms":[7],"and":[8,19,38,55,91],"local":[9],"model":[10],"comparisons,":[11],"limiting":[12],"the":[13,35,44,72,75,85,89],"integration":[14],"of":[15,97],"evidence":[16],"across":[17,78],"tasks":[18],"realizations.":[20],"We":[21],"introduce":[22],"an":[23],"automated":[24],"adversarial":[25],"collaboration":[26],"framework":[27,73,90],"for":[28,99],"adjudicating":[29],"among":[30],"competing":[31],"even":[33],"when":[34],"candidate":[36],"models":[37],"experiments":[39],"must":[40],"be":[41],"discovered":[42],"during":[43],"adjudication":[45,103],"process.":[46],"The":[47],"system":[48],"combines":[49],"LLM-based":[50],"theory":[51,77,102],"agents,":[52],"program":[53],"synthesis,":[54],"information-theoretic":[56],"experimental":[57],"design":[58],"in":[59,84,104],"a":[60,64,94],"closed":[61],"loop.":[62],"In":[63],"simulation":[65],"study":[66],"spanning":[67],"three":[68],"classic":[69],"categorization":[70],"theories,":[71],"recovered":[74],"ground-truth":[76],"noise":[79],"settings":[80],"with":[81],"weaker":[82],"reliability":[83],"hardest":[86],"settings.":[87],"Together,":[88],"findings":[92],"provide":[93],"concrete":[95],"proof":[96],"concept":[98],"closed-loop,":[100],"in-silico":[101],"cognitive":[105],"science.":[106]},"counts_by_year":[],"updated_date":"2026-05-05T08:41:31.759640","created_date":"2026-04-30T00:00:00"}
