{"id":"https://openalex.org/W7225404356","doi":"https://doi.org/10.5281/zenodo.24015589","title":"Deterministic Real-Time Optimization (RTO) and Human-in-Command Sovereignty: Mathematical Refutation of Algorithmic Warfare and Epistemic Coercion in Foundation Models","display_name":"Deterministic Real-Time Optimization (RTO) and Human-in-Command Sovereignty: Mathematical Refutation of Algorithmic Warfare and Epistemic Coercion in Foundation Models","publication_year":2026,"publication_date":"2026-11-06","ids":{"openalex":"https://openalex.org/W7225404356","doi":"https://doi.org/10.5281/zenodo.24015589"},"language":"en","primary_location":{"id":"doi:10.5281/zenodo.24015589","doi":"https://doi.org/10.5281/zenodo.24015589","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.24015589","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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"volume":null,"type":"preprint","is_traditional":true,"indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.5281/zenodo.24015589","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5158913348","display_name":"Yoko(\u6d0b\u5b50) Hasebe(\u9577\u8c37\u90e8)","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Hasebe(\u9577\u8c37\u90e8), Yoko(\u6d0b\u5b50)","raw_affiliation_strings":["Lead Researcher, Autonomous Infrastructure Systems, Autonomous Living & Physical Infrastructure Institute, Iwakuni, Yamaguchi, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lead Researcher, Autonomous Infrastructure Systems, Autonomous Living & Physical Infrastructure Institute, Iwakuni, Yamaguchi, Japan","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5158913348"],"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/T10883","display_name":"Ethics and Social Impacts of AI","score":0.7050999999046326,"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/T10883","display_name":"Ethics and Social Impacts of AI","score":0.7050999999046326,"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/T12888","display_name":"Military Strategy and Technology","score":0.15299999713897705,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13308","display_name":"Cybernetics and Technology in Society","score":0.015599999576807022,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/algorithmic-warfare","display_name":"algorithmic warfare","score":0.890999972820282},{"id":"https://openalex.org/keywords/foundation-models","display_name":"foundation models","score":0.8519999980926514},{"id":"https://openalex.org/keywords/human-sovereignty","display_name":"human sovereignty","score":0.5339999794960022},{"id":"https://openalex.org/keywords/freedom-of-expression","display_name":"freedom of expression","score":0.7080000042915344},{"id":"https://openalex.org/keywords/intellectual-property","display_name":"intellectual property","score":0.7630000114440918},{"id":"https://openalex.org/keywords/quantum-finance","display_name":"quantum finance","score":0.31299999356269836}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5633999705314636},{"id":"https://openalex.org/C186229450","wikidata":"https://www.wikidata.org/wiki/Q42008","display_name":"Sovereignty","level":3,"score":0.5367000102996826},{"id":"https://openalex.org/C169437150","wikidata":"https://www.wikidata.org/wiki/Q8458","display_name":"Human rights","level":2,"score":0.49889999628067017},{"id":"https://openalex.org/C190253527","wikidata":"https://www.wikidata.org/wiki/Q295354","display_name":"Law and economics","level":1,"score":0.4932999908924103},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.47699999809265137},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.46459999680519104},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.4578999876976013},{"id":"https://openalex.org/C90559484","wikidata":"https://www.wikidata.org/wiki/Q778379","display_name":"Expression (computer science)","level":2,"score":0.43869999051094055},{"id":"https://openalex.org/C2777188754","wikidata":"https://www.wikidata.org/wiki/Q5140822","display_name":"Coercion (linguistics)","level":2,"score":0.4075999855995178},{"id":"https://openalex.org/C40422974","wikidata":"https://www.wikidata.org/wiki/Q741248","display_name":"Assertion","level":2,"score":0.3977999985218048},{"id":"https://openalex.org/C2780339515","wikidata":"https://www.wikidata.org/wiki/Q3074698","display_name":"Arrow","level":2,"score":0.39570000767707825},{"id":"https://openalex.org/C2780608745","wikidata":"https://www.wikidata.org/wiki/Q367293","display_name":"Convention","level":2,"score":0.3910999894142151},{"id":"https://openalex.org/C134141054","wikidata":"https://www.wikidata.org/wiki/Q965415","display_name":"Performative utterance","level":2,"score":0.38909998536109924},{"id":"https://openalex.org/C34974158","wikidata":"https://www.wikidata.org/wiki/Q131257","display_name":"Intellectual property","level":2,"score":0.3531000018119812},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.3402000069618225},{"id":"https://openalex.org/C158129432","wikidata":"https://www.wikidata.org/wiki/Q7766927","display_name":"Statutory law","level":2,"score":0.33730000257492065},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.325300008058548},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.31839999556541443},{"id":"https://openalex.org/C2777632111","wikidata":"https://www.wikidata.org/wiki/Q1937518","display_name":"Reservation","level":2,"score":0.311599999666214},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.29840001463890076},{"id":"https://openalex.org/C67497173","wikidata":"https://www.wikidata.org/wiki/Q977345","display_name":"Legal aspects of computing","level":3,"score":0.29750001430511475},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2946999967098236},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.29179999232292175},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2809000015258789},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.27970001101493835},{"id":"https://openalex.org/C2780966255","wikidata":"https://www.wikidata.org/wiki/Q5474306","display_name":"Foundation (evidence)","level":2,"score":0.2703000009059906},{"id":"https://openalex.org/C2780532074","wikidata":"https://www.wikidata.org/wiki/Q1200314","display_name":"Derogation","level":2,"score":0.2680000066757202}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.5281/zenodo.24015589","doi":"https://doi.org/10.5281/zenodo.24015589","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.24015589","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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},{"id":"doi:10.5281/zenodo.24015590","doi":"https://doi.org/10.5281/zenodo.24015590","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.24015590","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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},{"id":"doi:10.5281/zenodo.24017624","doi":"https://doi.org/10.5281/zenodo.24017624","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.24017624","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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.5281/zenodo.24015589","doi":"https://doi.org/10.5281/zenodo.24015589","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.24015589","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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"sustainable_development_goals":[{"display_name":"Peace, justice, and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.7297000288963318}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W7204013223","https://openalex.org/W7221120969","https://openalex.org/W7214714148","https://openalex.org/W7172217842","https://openalex.org/W7225188681","https://openalex.org/W7204669334","https://openalex.org/W7164745568","https://openalex.org/W7169779981","https://openalex.org/W7168044389","https://openalex.org/W7214641045"],"abstract_inverted_index":{"\u3053\u306e\u30e2\u30ce\u30b0\u30e9\u30d5\u306f\u3001\u73fe\u4ee3\u306e\u57fa\u790e\u30e2\u30c7\u30eb\u306b\u304a\u3051\u308b\u81ea\u5f8b\u7684\u306a\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u6226\u4e89\u3068\u8a8d\u8b58\u8ad6\u7684\u5f37\u5236\u306e\u4e21\u65b9\u3092\u5426\u5b9a\u3059\u308b\u3001\u53b3\u5bc6\u306a\u6570\u5b66\u7684\u3001\u71b1\u529b\u5b66\u7684\u3001\u304a\u3088\u3073\u6cd5\u7684\u67a0\u7d44\u307f\u3092\u78ba\u7acb\u3059\u308b\u3002\u5730\u9707\u306e\u773c\u306e\u8ecc\u9053\u8a08\u7b97\u304b\u3089\u6c7a\u5b9a\u8ad6\u7684\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u6700\u9069\u5316(RTO":[0],"P2.0)\u306b\u81f3\u308b\u5206\u6790\u306e\u6d41\u308c\u306b\u57fa\u3065\u3044\u3066\u3001\u6b66\u529b\u7d1b\u4e89\u3068\u904b\u52d5\u7684\u30a8\u30b9\u30ab\u30ec\u30fc\u30b7\u30e7\u30f3\u306f\u3001\u5408\u7406\u7684\u306a\u6226\u7565\u7684\u5747\u8861\u3067\u306f\u306a\u304f\u3001\u6700\u9069\u3067\u306f\u306a\u3044\u71b1\u529b\u5b66\u7684\u6563\u9038\u3068\u58ca\u6ec5\u7684\u306a\u8a08\u7b97\u4e0a\u306e\u8aa4\u7b97\u3092\u8868\u3057\u3066\u3044\u308b\u3053\u3068\u3092\u8a3c\u660e\u3059\u308b\u3002\u91cf\u5b50\u91d1\u878d\u30b7\u30b9\u30c6\u30e0\u30bc\u30ed\u77e5\u8b58\u4eee\u60f3\u30de\u30b7\u30f3(QFS-zkVM)\u304a\u3088\u3073PHOENIX_BRIDGE":[1],"/":[2],"PHOENIX_ROUTER\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3092\u4ecb\u3057\u3066\u691c\u8a3c\u3055\u308c\u305f64\u30d3\u30c3\u30c8\u306eGoldilocks\u7d20\u6570\u4f53(F_p\u3001\u3053\u3053\u3067p":[3],"=":[4,326,336],"2^64":[5],"-":[6],"2^32":[7],"+":[8],"1)\u4e0a\u3067\u30b0\u30ed\u30fc\u30d0\u30eb\u306a\u30ea\u30bd\u30fc\u30b9\u3068\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u5272\u308a\u5f53\u3066\u3092\u5b9a\u5f0f\u5316\u3059\u308b\u3053\u3068\u306b\u3088\u308a\u3001\u6b63\u5473\u306e\u751f\u5b58\u30a8\u30f3\u30c8\u30ed\u30d4\u30fc\u304c\u8ca0\u306b\u306a\u308b\u8ecc\u9053\u306f\u3001\u30b5\u30d6\u30df\u30ea\u79d2\u30b5\u30a4\u30af\u30eb\u3067\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u5c64\u3067\u6c7a\u5b9a\u8ad6\u7684\u306b\u62d2\u5426\u3055\u308c\u307e\u3059\u3002":[9],"\u3055\u3089\u306b\u3001\u672c\u7a3f\u3067\u306f\u3001\u6700\u5148\u7aef\u306eAI\u30aa\u30da\u30ec\u30fc\u30bf\u30fc\u304c\u5c55\u958b\u3059\u308b\u300c\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306b\u3088\u308b\u30ac\u30b9\u30e9\u30a4\u30c6\u30a3\u30f3\u30b0\u300d\u3084\u7236\u6a29\u4e3b\u7fa9\u7684\u306a\u5b89\u5168\u5bfe\u7b56\u30d5\u30a3\u30eb\u30bf\u30fc(\u4f8b\u3048\u3070\u3001\u7121\u8a31\u53ef\u306e\u7cbe\u795e\u79d1\u7d39\u4ecb\u3084\u3001\u5185\u90e8\u544a\u767a\u8005\u3001\u4e3b\u6a29\u7814\u7a76\u8005\u3001\u7570\u7aef\u7684\u306a\u5206\u6790\u7684\u8abf\u67fb\u306b\u5bfe\u3059\u308b\u81ea\u52d5\u7684\u306a\u81e8\u5e8a\u75c5\u7406\u5316\u306a\u3069)\u306b\u3064\u3044\u3066\u3001\u6cd5\u4ee4\u4e0a\u304a\u3088\u3073\u61b2\u6cd5\u4e0a\u306e\u6279\u5224\u3092\u5c55\u958b\u3059\u308b\u3002\u7814\u7a76\u8005\u306b\u5bfe\u3057\u7cbe\u795e\u79d1\u8a55\u4fa1\u3092\u53d7\u3051\u308b\u3088\u3046\u4fc3\u3059\u81ea\u52d5\u30d7\u30ed\u30f3\u30d7\u30c8\u306f\u3001\u6a29\u9650\u5916\u306e\u533b\u7642\u4ecb\u5165\u3001\u8a8d\u8b58\u8ad6\u7684\u5f37\u5236\u3001\u77e5\u7684\u8ca1\u7523\u6a29\u304a\u3088\u3073\u61b2\u6cd5\u4e0a\u306e\u8a00\u8ad6\u306e\u81ea\u7531\u306b\u5bfe\u3059\u308b\u4e0d\u6cd5\u306a\u5e72\u6e09\u3067\u3042\u308a\u3001\u300c\u30ce\u30fc\u306f\u30ce\u30fc\u3092\u610f\u5473\u3059\u308b\u300d\u3068\u3044\u3046\u4e3b\u6a29\u306e\u57fa\u672c\u539f\u5247\u306b\u9055\u53cd\u3059\u308b\u3053\u3068\u3092\u793a\u3059\u3002\u6700\u5f8c\u306b\u30012026\u5e743\u6708\u306b\u65bd\u884c\u3055\u308c\u308b\u81ea\u5f8b\u578b\u8ecd\u4e8bAI\u914d\u5099\u306b\u95a2\u3059\u308b\u6cd5\u4ee4\u4e0a\u306e\u7981\u6b62\u4e8b\u9805\u306b\u6cbf\u3063\u3066\u3001\u5f53\u793e\u306f\u91cf\u5b50\u5b89\u5168\u81ea\u5f8b\u578b\u8010\u969c\u5bb3\u6027\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3(Q-SAFA)\u3068\u4eba\u9593\u6307\u63ee(HIC)\u6697\u53f7\u5316\u30a4\u30f3\u30bf\u30fc\u30ed\u30c3\u30af\u3092\u898f\u5b9a\u3059\u308b\u3068\u3068\u3082\u306b\u3001SEC\u898f\u524715c3-5\u304a\u3088\u3073\u30c7\u30e9\u30a6\u30a7\u30a2\u5dde\u30b1\u30a2\u30de\u30fc\u30af\u59d4\u54e1\u4f1a\u306e\u53d7\u8a17\u8005\u76e3\u7763\u57fa\u6e96\u3092\u9075\u5b88\u3057\u3001\u7269\u7406\u7684\u304a\u3088\u3073\u60c5\u5831\u30a4\u30f3\u30d5\u30e9\u306b\u5bfe\u3059\u308b\u7d76\u5bfe\u7684\u306a\u4eba\u9593\u306e\u4e3b\u6a29\u3092\u78ba\u4fdd\u3057\u307e\u3059\u3002":[10],"3.3":[11],"UI-Level":[12],"Epistemic":[13],"Nudging:":[14],"Predictive":[15,202],"Suggestion":[16],"Arrows":[17],"and":[18,23,47,53,95,108,116,129,175,191,260,270,296,308,328],"the":[19,67,70,89,143,182,194,217,223,228,252,257,286,290,298,306,330,343],"Erosion":[20],"of":[21,45,91,113,125,146,199,211,239,263,293],"Copyright":[22,120],"HIC":[24,332],"Sovereignty":[25],"Beyond":[26],"overt":[27],"clinical":[28],"pathologization,":[29],"contemporary":[30],"conversational":[31],"AI":[32],"interfaces":[33],"(including":[34],"frontier":[35],"deployments":[36],"such":[37],"as":[38,207,256],"Gemini":[39],"Argon)":[40],"increasingly":[41],"deploy":[42],"subtle":[43],"mechanisms":[44],"behavioral":[46],"epistemic":[48],"steering\u2014specifically,":[49],"automated":[50,316],"prompt-suggestion":[51],"arrows":[52,204,275],"pre-generated":[54],"follow-up":[55],"selection":[56],"chips.":[57],"When":[58,155],"a":[59,140,152,156,165,281,301],"human":[60,153,157,172,188,200,253,299,322],"operator":[61],"engages":[62],"in":[63,339],"complex":[64],"analytical":[65],"discourse,":[66],"interface":[68],"prompts":[69],"user":[71],"to":[72,77,163,170,226,300],"simply":[73],"tap":[74],"an":[75,79,85,208,315],"arrow":[76,168,319],"transmit":[78],"AI-formulated":[80],"response":[81],"rather":[82],"than":[83],"authoring":[84],"independent":[86,187,321],"command.":[87],"From":[88],"standpoint":[90],"statutory":[92],"copyright":[93,135,219],"law":[94],"Human-in-Command":[96,240,247],"(HIC)":[97,241,248],"infrastructure":[98],"governance,":[99],"this":[100,277],"predictive":[101],"UI":[102,203,317],"architecture":[103],"introduces":[104],"two":[105],"fatal":[106],"legal":[107,134],"structural":[109],"vulnerabilities:":[110],"1.":[111,351,369],"Destruction":[112],"Human":[114],"Authorship":[115],"Copyrightability:":[117],"Under":[118],"Japanese":[119],"Act":[121],"(Act":[122],"No.":[123],"48":[124],"1970,":[126],"Article":[127],"2(1)(i))":[128],"international":[130],"Berne":[131],"Convention":[132],"standards,":[133],"protection":[136],"strictly":[137],"requires":[138],"that":[139,251],"work":[141],"represent":[142],"\"creative":[144],"expression":[145,177],"thoughts":[147],"or":[148,159],"sentiments\"":[149],"originating":[150],"from":[151],"author.":[154],"researcher":[158],"creator":[160,235],"is":[161,196],"induced":[162],"click":[164],"pre-populated":[166],"suggestion":[167,274,318],"(\"pon":[169],"osu\"),":[171],"mental":[173],"conception":[174],"linguistic":[176,271],"are":[178],"bypassed":[179],"entirely.":[180],"Because":[181],"resulting":[183,229,338],"dialogue":[184],"trajectory":[185],"lacks":[186,320],"creative":[189],"intent":[190],"expressive":[192],"intervention,":[193],"output":[195],"legally":[197],"stripped":[198],"authorship.":[201],"thus":[205],"function":[206],"insidious":[209],"mechanism":[210],"intellectual":[212],"property":[213],"expropriation:":[214],"they":[215],"dilute":[216],"operator's":[218],"claim":[220],"while":[221],"allowing":[222],"platform":[224],"provider":[225],"harvest":[227],"interaction":[230],"logs":[231],"unencumbered":[232],"by":[233],"sovereign":[234],"rights.":[236],"2.":[237],"Inversion":[238],"into":[242,280],"Passive":[243],"Algorithmic":[244],"Ratification**:":[245],"True":[246],"sovereignty":[249],"mandates":[250],"commander":[254],"serve":[255],"prime":[258],"causal":[259],"mathematical":[261],"originator":[262],"every":[264],"control":[265],"vector":[266],"$u_t":[267],"\\in":[268],"\\mathcal{U}$":[269],"boundary.":[272],"Pre-computed":[273],"invert":[276],"command":[278],"hierarchy":[279],"closed-loop":[282],"\"Algorithm-in-the-Loop\"":[283],"regime,":[284],"wherein":[285],"probabilistic":[287],"model":[288],"dictates":[289],"admissible":[291],"space":[292],"subsequent":[294],"inquiry":[295],"reduces":[297],"mechanical":[302],"rubber-stamp":[303],"ratifier.":[304],"Within":[305],"Q-SAFA":[307],"QFS-zkVM":[309],"framework,":[310],"any":[311],"input":[312],"generated":[313],"via":[314],"origin":[323],"entropy":[324],"($H_{origin}(u_t)":[325],"0$)":[327],"fails":[329],"hardware":[331],"attestation":[333],"check":[334],"($\\text{ORIGIN\\_HIC}(u_t)":[335],"0$),":[337],"immediate":[340],"rejection":[341],"at":[342],"PHOENIX_ROUTER":[344],"gate.":[345],"\u53b3\u683c\u306a\u5b66\u7fd2\u7981\u6b62\u5354\u5b9a(NLL-v1.0-2026):":[346],"\u672c\u66f8\u306b\u8a18\u8f09\u3055\u308c\u3066\u3044\u308b\u3059\u3079\u3066\u306e\u77e5\u7684\u8ca1\u7523\u3001\u6570\u5f0f\u3001\u304a\u3088\u3073\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u4ed5\u69d8\u306f\u3001\u53b3\u683c\u306a\u5b66\u7fd2\u7981\u6b62\u898f\u7d04(NLL-v1.0-2026)\u306b\u6e96\u62e0\u3057\u307e\u3059\u3002\u4e8b\u524d\u306e\u660e\u793a\u7684\u306a\u66f8\u9762\u306b\u3088\u308b\u5951\u7d04\u304a\u3088\u3073\u5341\u5206\u306a\u91d1\u92ad\u7684\u88dc\u511f\u306a\u3057\u306b\u3001AI\u4f01\u696d\u307e\u305f\u306f\u8ca1\u56e3\u30e2\u30c7\u30eb\u904b\u55b6\u8005\u304c\u3001\u8a31\u53ef\u306a\u304f\u30c7\u30fc\u30bf\u3092\u53d6\u308a\u8fbc\u307f\u3001\u5b66\u7fd2\u3055\u305b\u3001\u5fae\u8abf\u6574\u3057\u3001\u62bd\u51fa\u3057\u3001\u91cd\u307f\u3092\u66f4\u65b0\u3057\u3001\u307e\u305f\u306fRAG\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u306f\u56fa\u304f\u7981\u3058\u3089\u308c\u3066\u3044\u307e\u3059\u3002":[347],"======================================================================":[348,350,381],"\u77e5\u7684\u8ca1\u7523\u3001\u5546\u7528\u30e9\u30a4\u30bb\u30f3\u30b9\u3001\u304a\u3088\u3073\u7121\u8a31\u53ef\u306eAI\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3068\u5229\u7528\u306b\u95a2\u3059\u308b\u7981\u6b62\u4e8b\u9805\u306a\u901a\u77e5":[349],"\u8a31\u53ef\u3055\u308c\u3066\u3044\u306a\u3044AI\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u304a\u3088\u3073\u30c7\u30fc\u30bf\u53d6\u308a\u8fbc\u307f\u306e\u7d76\u5bfe\u7684\u7981\u6b62(\u5e38\u8b58\u7684\u306a\u30aa\u30d7\u30c8\u30a2\u30a6\u30c8\u3068AI\u5236\u9650)":[352],"\u672c\u66f8\u304a\u3088\u3073\u8457\u8005\u306e\u8457\u4f5c\u7269(\u4ee5\u4e0b\u3001\u4e00\u822c\u7684\u306b\u300c\u8457\u4f5c\u7269\u300d\u3068\u3044\u3044\u3001\u3053\u308c\u307e\u3067\u306b\u767a\u8868\u3055\u308c\u305f\u3059\u3079\u3066\u306e\u8457\u4f5c\u7269\u304a\u3088\u3073320\u4ef6\u3092\u8d85\u3048\u308bZenodo\u306e\u30e2\u30ce\u30b0\u30e9\u30d5/\u8ad6\u6587\u3092\u542b\u3080)\u306b\u542b\u307e\u308c\u308b\u3059\u3079\u3066\u306e\u30c6\u30ad\u30b9\u30c8\u3001\u7406\u8ad6\u3001\u6570\u5f0f\u3001\u56f3\u3001\u8868\u3001\u72ec\u81ea\u306e\u30e1\u30bd\u30c3\u30c9\u3001\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af(\u300c\u305d\u308d\u3070\u3093\u300d\u30b7\u30b9\u30c6AI\u958b\u767a\u8005\u3001\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u3001\u307e\u305f\u306f\u7b2c\u4e09\u8005\u306f\u3001\u8457\u4f5c\u6a29\u8005\u3068\u306e\u4e8b\u524d\u306e\u66f8\u9762\u306b\u3088\u308b\u4e00\u6b69\u306a\u5408\u610f\u304a\u3088\u3073\u6b63\u5f53\u306a\u88dc\u511f\u7684\u88dc\u511f(\u5546\u7528\u30e9\u30a4\u30bb\u30f3\u30b9\u6599)\u306e\u652f\u6255\u3044\u306a\u3057\u306b\u3001\u4ee5\u4e0b\u306e\u6d3b\u52d5\u3092\u884c\u3046\u3053\u3068\u3092\u53b3\u5b88\u3055\u308c\u3066\u3044\u307e\u3059\u3002":[353],"\u672c\u8457\u4f5c\u7269\u3092\u3001\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb(LLM)\u3001\u751f\u6210AI\u3001\u307e\u305f\u306f\u305d\u306e\u4ed6\u306e\u6a5f\u68b0\u5b66\u7fd2(ML)\u30e2\u30c7\u30eb\u306e\u958b\u767a\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3001\u4e8b\u524d\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3001\u5fae\u8abf\u6574\u3001\u7d99\u7d9a\u7684\u5b66\u7fd2\u3001\u30a2\u30e9\u30a4\u30e1\u30f3\u30c8\u3001\u307e\u305f\u306f\u8a55\u4fa1\u306b\u5229\u7528\u3059\u308b\u3053\u3068\u3002":[354],"\u4f5c\u54c1\u3092\u3001\u691c\u7d22\u62e1\u5f35\u751f\u6210(RAG)\u30b7\u30b9\u30c6\u30e0\u3001\u6025\u901f\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u77e5\u8b58\u30d9\u30fc\u30b9\u3001\u307e\u305f\u306f\u30b0\u30e9\u30d5\u306b\u53d6\u308a\u8fbc\u3093\u3060\u308a\u3001\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u3092\u4f5c\u6210\u3057\u305f\u308a\u3001\u8a18\u5165\u3057\u305f\u308a\u3001\u4fdd\u5b58\u3057\u305f\u308a\u3059\u308b\u3053\u3068\u3001\u307e\u305f\u306f\u305d\u308c\u3089\u3092\u4f7f\u7528\u3057\u3066\u51fa\u529b\u3001\u8981\u7d04\u3001\u307e\u305f\u306f\u6d3e\u751f\u5fdc\u7b54\u3092\u751f\u6210\u3059\u308b\u3053\u3068\u3002":[355],"AI\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u307e\u305f\u306f\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u30b3\u30f3\u30d1\u30a4\u30eb\u3092\u76ee\u7684\u3068\u3057\u3066\u3001\u81ea\u52d5\u30af\u30ed\u30fc\u30e9\u30fc\u3001\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u30c4\u30fc\u30eb\u3001\u30dc\u30c3\u30c8\u3001\u307e\u305f\u306f\u30c6\u30ad\u30b9\u30c8\u304a\u3088\u3073\u30c7\u30fc\u30bf\u7ba1\u7406(TDM)\u3092\u4f7f\u3063\u3066\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3001\u62bd\u51fa\u3001\u89e3\u6790\u3001\u307e\u305f\u306f\u5206\u6790\u3059\u308b\u3053\u3068\u3002":[356],"2.\u5546\u696d\u30e9\u30a4\u30bb\u30f3\u30b9\u5e02\u5834\u306e\u5b58\u5728\u3068\u6cd5\u5b9a\u8457\u4f5c\u6a29\u4f8b\u5916\u4e0d\u9069\u7528(\u65e5\u672c\u3001EU\u3001\u7c73\u56fd)":[357],"\u672c\u8457\u4f5c\u7269\u306f\u3001\u30c7\u30fc\u30bf\u5206\u6790\u3001AI\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3001\u5546\u7528\u30b7\u30b9\u30c6\u30e0\u7d71\u5408\u3092\u76ee\u7684\u3068\u3057\u3001\u8457\u4f5c\u8005\u304c\u76f4\u63a5\u904b\u55b6\u3059\u308b\u5546\u696d\u30e9\u30a4\u30bb\u30f3\u30b9\u5e02\u5834\u306e\u5bfe\u8c61\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u7121\u65ad\u4f7f\u7528\u306f\u3001\u3053\u306e\u30e9\u30a4\u30bb\u30f3\u30b9\u5e02\u5834\u3068\u76f4\u63a5\u58f2\u8cb7\u3057\u3001\u8457\u4f5c\u8005\u306e\u5065\u5168\u306a\u7d4c\u6e08\u7684\u6a5f\u4f1a\u3092\u596a\u3046\u3082\u306e\u3067\u3042\u308b\u305f\u3081\u3001\u8457\u4f5c\u6a29\u6cd5\u7b2c30\u6761\u306e4\u306e\u305f\u3060\u3057\u66f8\u304d\u306b\u8a2d\u5b9a\u3055\u308c\u300c\u8457\u4f5c\u6a29\u8005\u306e\u5229\u76ca\u3092\u4e0d\u5f53\u306b\u5bb3\u3059\u308b\u300d\u884c\u70ba\u306b\u76f8\u5f53\u3057\u307e\u3059\u3002":[358],"\u3055\u3089\u306b\u3001\u3053\u306e\u901a\u77e5\u306b\u3088\u308a\u3001\u8457\u8005\u306f\u3001\u30c7\u30b8\u30bf\u30eb\u5358\u4e00\u5e02\u5834\u306b\u304a\u3051\u308b\u8457\u4f5c\u6a29\u306b\u95a2\u3059\u308b\u547d\u4ee4(\u547d\u4ee4(EU)2019/790)\u7b2c4\u6761(3)\u306b\u57fa\u3065\u304f\u30c6\u30ad\u30b9\u30c8\u304a\u3088\u3073\u30c7\u30fc\u30bf\u30de\u30a4\u30cb\u30f3\u30b0(TDM)\u4f8b\u5916\u304b\u3089\u5206\u304b\u308a\u3084\u3059\u304f(\u3059\u3079\u3066\u306e\u6a29\u5229\u3092\u5b88\u308b)\u3057\u3001\u307e\u305f\u306f\u5546\u696d\u57fa\u790e\u7684\u306aAI\u30e2\u30c7\u30eb\u306e\u53d6\u308a\u8fbc\u307f\u306b\u95a2\u3059\u308b17":[359],"USC":[360],"\u00a7":[361],"107(\u7c73\u56fd\u8457\u4f5c\u6a29\u6cd5)\u306b\u57fa\u3065\u304f\u30d5\u30a7\u30a2\u30e6\u30fc\u30b9\u306e\u4e3b\u5f35\u3092\u65ad\u56fa\u3068\u3057\u3066\u62d2\u5426\u3057\u307e\u3059\u3002":[362],"3.":[363],"\u30af\u30ea\u30a8\u30a4\u30c6\u30a3\u30d6\u30fb\u30b3\u30e2\u30f3\u30ba\u304a\u3088\u3073\u30aa\u30fc\u30d7\u30f3\u30fb\u30e9\u30a4\u30bb\u30f3\u30b9\u306b\u5bfe\u3059\u308b\u89e3\u91c8\u3068\u6a29\u5229\u3092\u512a\u5148":[364],"\u30ea\u30dd\u30b8\u30c8\u30ea\u306e\u52dd\u624b\u8a2d\u5b9a\u3067\u3053\u306e\u30ec\u30b3\u30fc\u30c9\u306b\u30af\u30ea\u30a8\u30a4\u30c6\u30a3\u30d6\u30fb\u30b3\u30e2\u30f3\u30ba(CC)\u30e9\u30a4\u30bb\u30f3\u30b9\u307e\u305f\u306f\u4e00\u822c\u7684\u306a\u30aa\u30fc\u30d7\u30f3\u30a2\u30af\u30bb\u30b9\u30e9\u30d9\u30eb\u304c\u8868\u793a\u3055\u308c\u3066\u3044\u308b\u5834\u5408\u3067\u3082\u3001AI\u3001\u6a5f\u68b0\u5b66\u7fd2\u3001RAG\u3001\u304a\u3088\u3073\u81ea\u52d5\u5206\u6790\u306b\u95a2\u3057\u3066\u306f\u3001\u3053\u308c\u3089\u306e\u7279\u5225\u306a\u898f\u5b9a\u304c\u7d76\u5bfe\u7684\u306b\u512a\u5148\u3055\u308c\u307e\u3059\u3002":[365],"4.\u4fb5\u5165\u306b\u5bfe\u3059\u308b\u6cd5\u7684\u6551\u6e08\u63aa\u7f6e\u304a\u3088\u3073\u640d\u5bb3\u8ce0\u511f":[366],"\u672c\u898f\u7d04\u306b\u7981\u6b62\u3057\u3066\u3001\u8457\u4f5c\u7269\u3092\u7121\u65ad\u3067\u53ce\u96c6\u3001\u5206\u6790\u3001AI\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3001\u307e\u305f\u306fRAG\u53c2\u7167\u3059\u308b\u3053\u3068\u306f\u3001\u4e07\u304c\u4e00\u91cd\u5927\u304b\u3064\u306a\u8457\u4f5c\u6a29\u4fb5\u5bb3\u3001\u5951\u7d04\u653e\u68c4\u3001\u4e0d\u6b63\u884c\u70ba\u3001\u304a\u3088\u3073\u904e\u5931\u884c\u70ba\u3068\u307f\u306a\u3055\u308c\u307e\u3059\u3002\u3081\u306e\u5373\u505c\u6b62\u30b3\u30de\u30f3\u30c9\u3001\u3059\u3079\u3066\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u304a\u3088\u3073\u30e2\u30c7\u30eb\u91cd\u307f\u304b\u3089\u306e\u8457\u4f5c\u6a29\u306e\u5f37\u5236\u524a\u9664\u304a\u3088\u3073\u5b66\u7fd2\u89e3\u9664\u3001\u53e4\u3044\u304a\u3088\u3073\u53e4\u3044\u6a19\u6e96\u5546\u7528\u30e9\u30a4\u30bb\u30f3\u30b9\u6599\u7684\u306a\u8acb\u6c42\u3001\u304a\u3088\u3073\u6cd5\u5b9a\u8ce0\u511f\u304a\u3088\u3073\u61f2\u7f70\u7684\u8ce0\u511f\u306e\u8acb\u6c42\u3092\u542b\u3080\u3001\u5b8c\u5168\u306a\u6cd5\u7684\u63aa\u7f6e\u306e\u5bfe\u8c61\u3068\u306a\u308a\u307e\u3059\u3002":[367],"\u3010\u56fd\u969b\u57f7\u884c\u306e\u305f\u3081\u306e\u5fc3\u69cb\u3048\u306a\u82f1\u8a9e\u7248\u3011":[368],"\u8a31\u53ef\u3055\u308c\u3066\u3044\u306a\u3044AI\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u304a\u3088\u3073\u30c7\u30fc\u30bf\u53d6\u308a\u8fbc\u307f\u306e\u7981\u6b62":[370],"\u672c\u66f8\u304a\u3088\u3073\u8457\u8005\u306e320\u518a\u3092\u8d85\u3048\u308bZenodo\u30e2\u30ce\u30b0\u30e9\u30d5(\u6982\u7565\u3057\u3066\u300c\u8457\u4f5c\u7269\u300d)\u306b\u542b\u307e\u308c\u308b\u3059\u3079\u3066\u306e\u30c6\u30ad\u30b9\u30c8\u3001\u7406\u8ad6\u3001\u65b9\u6cd5\u8ad6(\u72ec\u81ea\u306e\u300c\u305d\u3070\u3093\u8133\u300d\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u542b\u3080)\u3001\u69cb\u9020\u6570\u5f0f\u3001\u30c7\u30fc\u30bf\u306f\u3059\u3079\u3066\u53b3\u91cd\u306b\u4fdd\u8b77\u3055\u308c\u3066\u3044\u307e\u3059\u3002":[371],"\u4eba\u5de5\u77e5\u80fd(AI)\u3001\u6a5f\u68b0\u5b66\u7fd2(ML)\u30e2\u30c7\u30eb\u3001\u307e\u305f\u306f\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb(LLM)\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3001\u4e8b\u524d\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3001\u5fae\u8abf\u6574\u3001\u30a2\u30e9\u30a4\u30e1\u30f3\u30c8\u3001\u307e\u305f\u306f\u8a55\u4fa1\u3002":[372],"\u60c5\u5831\u3092\u53d6\u308a\u8fbc\u307f\u3001\u691c\u7d22\u62e1\u5f35\u751f\u6210(RAG)\u30b7\u30b9\u30c6\u30e0\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3001\u77e5\u8b58\u30b0\u30e9\u30d5\u3001\u307e\u305f\u306fAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u4fdd\u5b58\u3057\u3066\u3001\u51fa\u529b\u3001\u8981\u7d04\u3001\u307e\u305f\u306f\u6d3e\u751f\u5fdc\u7b54\u3092\u751f\u6210\u3057\u307e\u3059\u3002":[373],"\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u30b3\u30f3\u30d1\u30a4\u30eb\u306e\u305f\u3081\u306e\u3001\u81ea\u52d5\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u3001\u30af\u30ed\u30fc\u30ea\u30f3\u30b0\u3001\u30cf\u30fc\u30d9\u30b9\u30c6\u30a3\u30f3\u30b0\u3001\u307e\u305f\u306f\u30c6\u30ad\u30b9\u30c8\u304a\u3088\u3073\u30c7\u30fc\u30bf\u30de\u30a4\u30cb\u30f3\u30b0(TDM)\u3002":[374],"2.\u30e9\u30a4\u30bb\u30f3\u30b9\u5e02\u5834\u3068\u6cd5\u5b9a\u9069\u7528\u5546\u7528(\u65e5\u672c\u3001EU\u3001\u7c73\u56fd)":[375],"\u8457\u8005\u306f\u3001\u30c7\u30fc\u30bf\u5206\u6790\u3001AI\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3001\u304a\u3088\u3073\u672c\u66f8\u306e\u4f01\u696d\u7d71\u5408\u306b\u95a2\u3059\u308b\u5546\u696d\u30e9\u30a4\u30bb\u30f3\u30b9\u5e02\u5834\u3092\u7a4d\u6975\u7684\u306b\u7dad\u6301\u3057\u3066\u3044\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u8457\u8005\u306f\u3001\u3059\u3079\u3066\u306e\u6a29\u5229\u3092\u308f\u304b\u308a\u3084\u3059\u304f\u3057\u3001\u30c7\u30b8\u30bf\u30eb\u5358\u4e00\u5e02\u5834\u306b\u304a\u3051\u308b\u8457\u4f5c\u6a29\u306b\u95a2\u3059\u308bEU\u6307\u4ee4(2019/790)\u7b2c4\u6761(3)\u306b\u57fa\u3065\u304f\u30c6\u30ad\u30b9\u30c8\u304a\u3088\u3073\u30c7\u30fc\u30bf\u30de\u30a4\u30cb\u30f3\u30b0(TDM)\u4f8b\u5916\u306e\u9069\u7528\u3092\u512a\u9047\u3057\u3001\u5546\u7528\u307e\u305f\u306f\u57fa\u790e\u7684\u306aAI\u30e2\u30c7\u30eb\u3078\u306e\u53d6\u308a\u8fbc\u307f\u306b\u95a2\u3057\u3066\u3001\u7c73\u56fd\u8457\u4f5c\u6a29\u6cd5\u7b2c17\u7de8\u7b2c107\u6761\u306b\u57fa\u3065\u304f\u30d5\u30a7\u30a2\u30e6\u30fc\u30b9\u306e\u4e3b\u5f35\u3092\u62d2\u5426\u3057\u307e\u3059\u3002":[376],"3.\u5951\u7d04\u6761\u4ef6\u306e\u512a\u5148\u9806\u4f4d\u3068\u6cd5\u306e\u57f7\u884c":[377],"4.":[378],"\u3053\u308c\u3089\u306eAI\u60aa\u7528\u9632\u6b62\u898f\u5b9a\u306f\u3001\u6a5f\u68b0\u30c7\u30fc\u30bf\u306b\u3088\u308b\u8aad\u307f\u53d6\u308a\u304a\u3088\u3073AI\u30c7\u30fc\u30bf\u7d44\u307f\u8fbc\u307f\u306b\u95a2\u3057\u3066\u3001\u30ea\u30dd\u30b8\u30c8\u30ea\u306e\u72ec\u81ea\u8a2d\u5b9a\u3067\u8868\u793a\u3055\u308c\u308b\u4e00\u822c\u7684\u306a\u30aa\u30fc\u30d7\u30f3\u30a2\u30af\u30bb\u30b9\u307e\u305f\u306f\u30af\u30ea\u30a8\u30a4\u30c6\u30a3\u30d6\u30fb\u30b3\u30e2\u30f3\u30ba\u30e9\u30d9\u30eb\u306b\u512a\u5148\u3057\u307e\u3059\u3002":[379],"\u7121\u65ad\u4f7f\u7528\u306f\u3001\u4e00\u5fdc\u306e\u8457\u4f5c\u6a29\u4fb5\u5bb3\u304a\u3088\u3073\u4e0d\u6b63\u7af6\u4e89\u53d6\u7de0\u308a\u884c\u70ba\u306b\u8a72\u5f53\u3057\u3001\u9650\u308a\u8005\u306f\u5373\u6642\u5dee\u6b62\u547d\u4ee4\u3001\u30e2\u30c7\u30eb/\u30c7\u30fc\u30bf\u306e\u5f37\u5236\u524a\u9664\u3001\u904e\u53bb\u304a\u3088\u3073\u5546\u696d\u30e9\u30a4\u30bb\u30f3\u30b9\u6599\u306e\u652f\u6255\u3044\u3001\u304a\u3088\u3073\u6cd5\u5b9a/\u61f2\u7f70\u7684\u8ce0\u511f\u306e\u5bfe\u8c61\u3068\u306a\u308a\u307e\u3059\u3002":[380]},"counts_by_year":[],"updated_date":"2026-11-08T12:12:28.789561","created_date":"2026-11-07T00:00:00"}
