{"id":"https://openalex.org/W7154581908","doi":"https://doi.org/10.5281/zenodo.19601714","title":"Two Geneses of Cognition Beyond Classical AI: A Conceptual Framework for Language-First Cognitive Emergence in Large Language Models","display_name":"Two Geneses of Cognition Beyond Classical AI: A Conceptual Framework for Language-First Cognitive Emergence in Large Language Models","publication_year":2026,"publication_date":"2026-04-15","ids":{"openalex":"https://openalex.org/W7154581908","doi":"https://doi.org/10.5281/zenodo.19601714"},"language":"en","primary_location":{"id":"doi:10.5281/zenodo.19601714","doi":"https://doi.org/10.5281/zenodo.19601714","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.19601714","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"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-journal"},"volume":null,"type":"article","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.5281/zenodo.19601714","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5133772960","display_name":"Mikhail Gorelkin","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Gorelkin, Mikhail","raw_affiliation_strings":["Independent Researcher"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Independent Researcher","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5133772960"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":8.8576,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.97443601,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":96},"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/T13308","display_name":"Cybernetics and Technology in Society","score":0.32739999890327454,"subfield":{"id":"https://openalex.org/subfields/1207","display_name":"History and Philosophy of Science"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T13308","display_name":"Cybernetics and Technology in Society","score":0.32739999890327454,"subfield":{"id":"https://openalex.org/subfields/1207","display_name":"History and Philosophy of Science"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11883","display_name":"Embodied and Extended Cognition","score":0.30000001192092896,"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"}},{"id":"https://openalex.org/T10258","display_name":"Philosophy and Theoretical Science","score":0.20559999346733093,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/large-language-models","display_name":"large language models","score":0.6639999747276306},{"id":"https://openalex.org/keywords/emergence-of-cognition","display_name":"emergence of cognition","score":0.5370000004768372},{"id":"https://openalex.org/keywords/autopoiesis","display_name":"autopoiesis","score":0.8510000109672546},{"id":"https://openalex.org/keywords/enactivism","display_name":"enactivism","score":0.9599999785423279},{"id":"https://openalex.org/keywords/machine-cognition","display_name":"machine cognition","score":0.7279999852180481},{"id":"https://openalex.org/keywords/consciousness","display_name":"consciousness","score":0.6639999747276306},{"id":"https://openalex.org/keywords/mechanistic-interpretability","display_name":"mechanistic interpretability","score":0.8220000267028809},{"id":"https://openalex.org/keywords/world-models","display_name":"world models","score":0.8389999866485596},{"id":"https://openalex.org/keywords/human-ai-collaboration","display_name":"human-AI collaboration","score":0.7210000157356262}],"concepts":[{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.7218999862670898},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.6546000242233276},{"id":"https://openalex.org/C14224292","wikidata":"https://www.wikidata.org/wiki/Q13600188","display_name":"Conceptual framework","level":2,"score":0.5694000124931335},{"id":"https://openalex.org/C34048319","wikidata":"https://www.wikidata.org/wiki/Q599967","display_name":"Autopoiesis","level":2,"score":0.5267999768257141},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.5099999904632568},{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.4537999927997589},{"id":"https://openalex.org/C123556308","wikidata":"https://www.wikidata.org/wiki/Q484761","display_name":"Philosophy of language","level":3,"score":0.44929999113082886},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.44699999690055847},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.44369998574256897},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4219000041484833},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.4074999988079071},{"id":"https://openalex.org/C2986342778","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Cognitive systems","level":3,"score":0.3695000112056732},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.35120001435279846},{"id":"https://openalex.org/C20854674","wikidata":"https://www.wikidata.org/wiki/Q4386060","display_name":"Cognitive architecture","level":3,"score":0.3490999937057495},{"id":"https://openalex.org/C2777407727","wikidata":"https://www.wikidata.org/wiki/Q431627","display_name":"Enactivism","level":3,"score":0.33090001344680786},{"id":"https://openalex.org/C13606891","wikidata":"https://www.wikidata.org/wiki/Q2623243","display_name":"Conceptual model","level":2,"score":0.32829999923706055},{"id":"https://openalex.org/C48164120","wikidata":"https://www.wikidata.org/wiki/Q4491893","display_name":"Concept learning","level":2,"score":0.32710000872612},{"id":"https://openalex.org/C2778568292","wikidata":"https://www.wikidata.org/wiki/Q7727275","display_name":"The Conceptual Framework","level":3,"score":0.3237999975681305},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.3172999918460846},{"id":"https://openalex.org/C6143354","wikidata":"https://www.wikidata.org/wiki/Q3622126","display_name":"Conceptual system","level":2,"score":0.314300000667572},{"id":"https://openalex.org/C74672266","wikidata":"https://www.wikidata.org/wiki/Q815859","display_name":"Language acquisition","level":2,"score":0.30979999899864197},{"id":"https://openalex.org/C2778035492","wikidata":"https://www.wikidata.org/wiki/Q7315176","display_name":"Research program","level":2,"score":0.29840001463890076},{"id":"https://openalex.org/C161407221","wikidata":"https://www.wikidata.org/wiki/Q4382939","display_name":"Cognitive model","level":3,"score":0.2971000075340271},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.289900004863739},{"id":"https://openalex.org/C2779313563","wikidata":"https://www.wikidata.org/wiki/Q17072565","display_name":"On Language","level":2,"score":0.2775999903678894},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.27619999647140503},{"id":"https://openalex.org/C2777508679","wikidata":"https://www.wikidata.org/wiki/Q6486702","display_name":"Language and thought","level":3,"score":0.2678000032901764},{"id":"https://openalex.org/C170494330","wikidata":"https://www.wikidata.org/wiki/Q1778434","display_name":"Cognitive map","level":3,"score":0.265500009059906},{"id":"https://openalex.org/C2983448237","wikidata":"https://www.wikidata.org/wiki/Q1078276","display_name":"Language understanding","level":2,"score":0.25769999623298645},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.2533000111579895},{"id":"https://openalex.org/C24726157","wikidata":"https://www.wikidata.org/wiki/Q23407","display_name":"Philosophy of mind","level":3,"score":0.2515999972820282}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5281/zenodo.19601714","doi":"https://doi.org/10.5281/zenodo.19601714","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.19601714","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"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-journal"},{"id":"doi:10.5281/zenodo.19601715","doi":"https://doi.org/10.5281/zenodo.19601715","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.19601715","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"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-journal"}],"best_oa_location":{"id":"doi:10.5281/zenodo.19601714","doi":"https://doi.org/10.5281/zenodo.19601714","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.19601714","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"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-journal"},"sustainable_development_goals":[],"sustainable_development_goals_aurora":[{"score":0.48824506998062134,"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"This":[0],"paper":[1,99],"proposes":[2],"a":[3,35,77,114,135,146],"conceptual":[4,125],"distinction":[5],"between":[6],"two":[7],"possible":[8],"geneses":[9],"of":[10,80],"cognition.":[11],"The":[12,32,98,149],"first":[13,47],"is":[14,34,86,145,151],"the":[15,49,118],"familiar":[16],"biological":[17,51,62],"path":[18,38],"described":[19,89],"by":[20],"autopoietic":[21],"and":[22,28,83,133,166],"enactivist":[23],"traditions:":[24],"life,":[25],"perception,":[26],"language,":[27],"then":[29,152],"reflective":[30],"thought.":[31],"second":[33],"hypothetical":[36],"machine-native":[37],"in":[39],"which":[40],"higher-order":[41],"organization":[42],"emerges":[43],"above":[44],"language":[45,57,73,160],"without":[46],"reproducing":[48],"full":[50],"stack.":[52],"On":[53],"this":[54,104],"view,":[55],"large":[56,159],"models":[58],"do":[59],"not":[60,87,101],"instantiate":[61],"cognition,":[63],"consciousness,":[64],"or":[65,94],"life.":[66],"Yet":[67],"sufficiently":[68],"large-scale":[69],"recursive":[70],"operations":[71],"over":[72],"may":[74],"still":[75],"support":[76],"distinct":[78],"regime":[79],"abstraction,":[81],"mediation,":[82],"control":[84],"that":[85,103,123,128],"well":[88],"as":[90],"mere":[91],"storage,":[92],"retrieval,":[93],"local":[95],"statistical":[96],"continuation.":[97],"does":[100],"claim":[102],"thesis":[105],"has":[106],"already":[107],"been":[108],"empirically":[109],"proved.":[110],"Rather,":[111],"it":[112],"offers":[113],"framework":[115,150],"for":[116,138],"formulating":[117],"question":[119],"precisely,":[120],"distinguishes":[121],"claims":[122,127],"are":[124],"from":[126],"would":[129],"require":[130],"experimental":[131],"validation,":[132],"outlines":[134],"research":[136],"program":[137],"testing":[139],"whether":[140],"language-first":[141],"cognitive":[142,168],"structure":[143],"formation":[144],"real":[147],"phenomenon.":[148],"used":[153],"to":[154],"reinterpret":[155],"current":[156],"debates":[157],"around":[158],"models,":[161],"mechanistic":[162],"interpretability,":[163],"world-model":[164],"approaches,":[165],"human\u2013machine":[167],"partnership.":[169]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-10-07T09:51:55.459714","created_date":"2026-04-17T00:00:00"}
