{"id":"https://openalex.org/W7224211462","doi":"https://doi.org/10.5281/zenodo.23757329","title":"The Moon as a Planetary Autonomic Organ: Tidal-Circadian Homeostasis, Obliquity Stabilization, and Deterministic Cryptographic Governance Against Unconstrained Lunar Resource Extraction)","display_name":"The Moon as a Planetary Autonomic Organ: Tidal-Circadian Homeostasis, Obliquity Stabilization, and Deterministic Cryptographic Governance Against Unconstrained Lunar Resource Extraction)","publication_year":2026,"publication_date":"2026-10-29","ids":{"openalex":"https://openalex.org/W7224211462","doi":"https://doi.org/10.5281/zenodo.23757329"},"language":"en","primary_location":{"id":"doi:10.5281/zenodo.23757329","doi":"https://doi.org/10.5281/zenodo.23757329","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.23757329","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.23757329","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5158982858","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/A5158982858"],"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/T12717","display_name":"Space exploration and regulation","score":0.6650000214576721,"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"}},"topics":[{"id":"https://openalex.org/T12717","display_name":"Space exploration and regulation","score":0.6650000214576721,"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/T12788","display_name":"Space Science and Extraterrestrial Life","score":0.12470000237226486,"subfield":{"id":"https://openalex.org/subfields/3103","display_name":"Astronomy and Astrophysics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10325","display_name":"Astro and Planetary Science","score":0.05820000171661377,"subfield":{"id":"https://openalex.org/subfields/1912","display_name":"Space and Planetary Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/tidal-dissipation","display_name":"tidal dissipation","score":0.7850000262260437},{"id":"https://openalex.org/keywords/spin-orbit-resonance","display_name":"spin-orbit resonance","score":0.8830000162124634},{"id":"https://openalex.org/keywords/lunar-resource-extraction","display_name":"lunar resource extraction","score":0.5649999976158142},{"id":"https://openalex.org/keywords/circadian-rhythm","display_name":"circadian rhythm","score":0.5889999866485596},{"id":"https://openalex.org/keywords/lunar-tides","display_name":"lunar tides","score":0.44200000166893005},{"id":"https://openalex.org/keywords/thermohaline-circulation","display_name":"thermohaline circulation","score":0.847000002861023},{"id":"https://openalex.org/keywords/lunar-albedo","display_name":"lunar albedo","score":0.6119999885559082},{"id":"https://openalex.org/keywords/post-quantum-cryptography","display_name":"post-quantum cryptography","score":0.5989999771118164}],"concepts":[{"id":"https://openalex.org/C2779753035","wikidata":"https://www.wikidata.org/wiki/Q1434707","display_name":"Space law","level":4,"score":0.39399999380111694},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.3781000077724457},{"id":"https://openalex.org/C87355193","wikidata":"https://www.wikidata.org/wiki/Q411","display_name":"Astrobiology","level":1,"score":0.3671000003814697},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.33160001039505005},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.3312000036239624},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3172999918460846},{"id":"https://openalex.org/C2776481522","wikidata":"https://www.wikidata.org/wiki/Q40218","display_name":"Orbiter","level":2,"score":0.31119999289512634},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.2888000011444092},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.28380000591278076},{"id":"https://openalex.org/C81502235","wikidata":"https://www.wikidata.org/wiki/Q104225","display_name":"Precession","level":2,"score":0.2784999907016754}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5281/zenodo.23757329","doi":"https://doi.org/10.5281/zenodo.23757329","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.23757329","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.23757330","doi":"https://doi.org/10.5281/zenodo.23757330","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.23757330","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.23757329","doi":"https://doi.org/10.5281/zenodo.23757329","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.23757329","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":[{"score":0.47620001435279846,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, justice, and strong institutions"}],"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/W7172309875","https://openalex.org/W7214976781","https://openalex.org/W7133128891","https://openalex.org/W7154457580","https://openalex.org/W3043266192","https://openalex.org/W4405429770","https://openalex.org/W7130352902","https://openalex.org/W7163755290","https://openalex.org/W7170051212","https://openalex.org/W7154979436"],"abstract_inverted_index":{"Contemporary":[0],"aerospace":[1,163],"and":[2,21,38,51,66,83,86,89,101,122,132,143,154,184],"commercial":[3,144,237],"mining":[4],"paradigms":[5],"treat":[6],"the":[7,28,43,55,71,130,136,192],"Moon":[8,44,72],"as":[9,46],"an":[10],"inert,":[11],"extraterrestrial":[12],"quarry":[13],"available":[14],"for":[15,106],"unconstrained":[16],"mass":[17,108],"extraction,":[18],"orbital":[19],"industrialization,":[20],"surface":[22,123],"albedo":[23,125],"modification.":[24],"This":[25],"monograph":[26],"refutes":[27],"inert-quarry":[29],"paradigm":[30],"by":[31],"establishing":[32],"a":[33,47,95,169,185],"rigorous":[34],"coupled":[35,96],"astrophysical,":[36],"thermodynamic,":[37],"chronobiological":[39],"model":[40],"demonstrating":[41],"that":[42,209],"functions":[45],"critical":[48],"planetary":[49,98,211],"autonomic":[50],"visceral":[52],"organ":[53],"of":[54,63,112,135],"Earth-Moon-Biosphere":[56],"system.":[57],"Through":[58],"gravitational":[59],"tidal":[60],"dissipation,":[61],"conservation":[62],"angular":[64],"momentum,":[65],"Luni-Solar":[67],"spin-orbit":[68],"resonance":[69],"protection,":[70],"stabilizes":[73],"Earth's":[74],"axial":[75],"obliquity":[76],"(23.44),":[77],"drives":[78],"abyssal":[79],"thermohaline":[80],"oceanic":[81],"circulation,":[82],"entrains":[84],"marine":[85],"terrestrial":[87],"circalunar":[88],"circadian":[90],"neuroendocrine":[91],"rhythms.":[92],"We":[93],"formalize":[94],"Hamiltonian-dissipative":[97],"homeostasis":[99],"functional":[100],"define":[102],"strict":[103],"boundary":[104],"invariants":[105],"lunar":[107,206],"distribution":[109],"(ML),":[110],"moment":[111],"inertia":[113],"tensor":[114],"perturbations":[115],"(IL),":[116],"exospheric":[117],"dust":[118],"optical":[119],"depth":[120],"(exo),":[121],"spectral":[124],"(L).":[126],"Furthermore,":[127],"we":[128,167],"analyze":[129],"statutory":[131],"fiduciary":[133],"failures":[134],"1967":[137],"Outer":[138],"Space":[139],"Treaty":[140],"(Article":[141],"IX)":[142],"bilateral":[145],"space":[146],"accords,":[147],"integrating":[148],"Delaware":[149],"Caremark":[150],"board":[151],"oversight":[152],"standards":[153],"SEC":[155],"Rule":[156],"15c3-5":[157],"market-access":[158],"pre-trade":[159],"risk":[160],"controls":[161],"into":[162],"capital":[164],"allocation.":[165],"Finally,":[166],"architect":[168],"hardware-enforced":[170],"governance":[171],"interlock":[172],"utilizing":[173],"Reversible":[174],"Thermodynamic":[175],"Operations":[176],"(RTO":[177],"P2.0),":[178],"Quantum-Safe":[179],"Autonomous":[180],"Fiduciary":[181],"Architecture":[182],"(Q-SAFA),":[183],"zero-knowledge":[186],"virtual":[187],"machine":[188],"(QFS-zkVM)":[189],"operating":[190],"over":[191],"64-bit":[193],"Goldilocks":[194],"prime":[195],"field":[196],"(Fp,p=264-232+1)":[197],"under":[198],"Human-in-Command":[199],"(HIC)":[200],"authority":[201],"to":[202],"cryptographically":[203],"halt":[204],"any":[205],"industrial":[207],"telemetry":[208],"violates":[210],"homeostatic":[212],"thresholds.":[213],"License":[214],"&":[215],"Integrity":[216],"Covenant:":[217],"Creative":[218],"Commons":[219],"Attribution":[220],"4.0":[221],"International":[222],"(CC":[223],"BY":[224],"4.0)":[225],"with":[226],"Strict":[227],"No-Learn":[228],"Covenant":[229],"(NLL-v1.0-2026).":[230],"Unauthorized":[231],"AI":[232],"training,":[233],"scraping,":[234],"or":[235],"uncompensated":[236],"exploitation":[238],"is":[239],"strictly":[240],"prohibited.":[241],"======================================================================":[242,245,279],"\u3010AI\u7121\u65ad\u5b66\u7fd2\u30fb\u7121\u65ad\u5229\u7528\u7981\u6b62\u304a\u3088\u3073\u6709\u511f\u30e9\u30a4\u30bb\u30f3\u30b9\u306b\u95a2\u3059\u308b\u4fb5\u5bb3\u306a\u901a\u77e5\u3011":[243],"\u77e5\u7684\u8ca1\u7523\u3001\u5546\u696d\u30e9\u30a4\u30bb\u30f3\u30b9\u3001\u304a\u3088\u3073AI\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306e\u7981\u6b62\u306b\u95a2\u3059\u308b\u53b3\u683c\u306a\u901a\u77e5":[244],"1.":[246,266],"AI\u30fb\u6a5f\u68b0\u5b66\u7fd2\u3078\u306e\u7121\u65ad\u5229\u7528\u306e\u5168\u9762\u7981\u6b62(\u660e\u793a\u7684\u306a\u30aa\u30d7\u30c8\u30a2\u30a6\u30c8\u3068AI\u5229\u7528\u306e\u7981\u6b62)":[247],"\u672c\u8ad6\u6587\u304a\u3088\u3073\u30c7\u30fc\u30bf(\u4ee5\u4e0b\u300c\u672c\u66f8\u8457\u4f5c\u7269\u300d)\u306b\u542b\u307e\u308c\u308b\u3059\u3079\u3066\u306e\u6587\u7ae0\u3001\u7406\u8ad6\u3001\u6570\u5f0f\u3001\u56f3\u8868\u3001\u72ec\u81ea\u306e\u30e1\u30bd\u30c3\u30c9\u3084\u77e5\u898b(\u300c\u30bd\u30ed\u30d0\u30f3\u8133\u300d\u7b49\u4f53\u7cfb\u306b\u95a2\u3059\u308b\u3092\u542b\u3080)\u306b\u3064\u3044\u3066\u3001\u6ce8\u610fAI\u958b\u767a\u4f01\u696d\u3001\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u4e8b\u696d\u8005\u3001\u307e\u305f\u306f\u7b2c\u4e09\u8005\u306b\u3088\u308b\u4ee5\u4e0b\u306e\u884c\u70ba\u3082\u3001\u8457\u4f5c\u6a29\u8005\u306e\u4e8b\u524d\u306e\u66f8\u9762\u306b\u3088\u308b\u5584\u610f\u7684\u306a\u5408\u610f\u304a\u3088\u3073\u6b63\u5f53\u306a\u88dc\u511f\u7684\u5bfe\u4fa1(\u30e9\u30a4\u30bb\u30f3\u30b9\u6599)\u306e\u652f\u6255\u3044\u304c\u306a\u3044\u9650\u308a\u3001\u3053\u308c\u3092\u7981\u6b62\u3057\u307e\u3059\u3002":[248],"\u30fb\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb(LLM)\u3001\u751f\u6210AI\u3001\u305d\u306e\u4ed6\u4e00\u5207\u306e\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u958b\u767a\u30fb\u4e8b\u524d\u5b66\u7fd2\u30fb\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u30fb\u8ffd\u52a0\u5b66\u7fd2\u30fb\u691c\u8a3c\u3078\u306e\u5229\u7528":[249],"\u30fbRAG(\u691c\u7d22\u62e1\u5f35\u751f\u6210)\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u77e5\u8b58\u30d9\u30fc\u30b9\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u7b49\u3078\u306e\u30d5\u30a9\u30fc\u30eb\u30c9\u3001\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u5316\u3001\u305d\u308c\u3089\u3092\u7528\u3044\u305f\u56de\u7b54\u751f\u6210\u30fb\u6982\u8981\u51fa\u529b":[250],"\u30fbAI\u5b66\u7fd2\u3084\u30c7\u30fc\u30bf\u69cb\u7bc9\u3092\u76ee\u7684\u3068\u3057\u305f\u81ea\u52d5\u30af\u30ed\u30fc\u30e9\u30fc\u3001\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u30c4\u30fc\u30eb\u3001\u30dc\u30c3\u30c8\u7b49\u306b\u3088\u308b\u30c7\u30fc\u30bf\u53ce\u96c6\u30fb\u62bd\u51fa\u30fb\u89e3\u6790":[251],"2.":[252,274],"\u6709\u511f\u30e9\u30a4\u30bb\u30f3\u30b9\u5e02\u5834\u306e\u5b58\u5728\u3068\u8457\u4f5c\u6a29\u5236\u9650\u898f\u5b9a\u4e0d\u9069\u7528(\u5546\u7528\u30e9\u30a4\u30bb\u30f3\u30b9\u5e02\u5834\u3068\u6cd5\u5b9a\u4f8b\u5916\u306e\u975e\u9069\u7528)":[253],"\u672c\u8457\u4f5c\u6a29\u306f\u3001\u8457\u4f5c\u8005\u81ea\u8eab\u304c\u60c5\u5831\u89e3\u6790\u30fbAI\u5b66\u7fd2\u30fb\u5546\u7528\u30b7\u30b9\u30c6\u30e0\u7d44\u307f\u8fbc\u307f\u7b49\u306b\u5411\u3051\u305f\u6b63\u898f\u306e\u6709\u511f\u30e9\u30a4\u30bb\u30f3\u30b9\u63d0\u4f9b(\u30e9\u30a4\u30bb\u30f3\u30b9\u5e02\u5834)\u3092\u884c\u3063\u3066\u3044\u308b\u5bfe\u8c61\u30c7\u30fc\u30bf\u3067\u3059\u3002\u5229\u76ca\u6a5f\u4f1a\u3092\u76f4\u63a5\u81e8\u3080\u3001\u5e02\u5834\u3068\u885d\u7a81\u3059\u308b\u3082\u306e\u3067\u3042\u308b\u305f\u3081\u3001\u65e5\u672c\u8457\u4f5c\u6a29\u6cd5\u7b2c30\u6761\u306e4\u898f\u5b9a\u66f8\u306b\u898f\u5b9a\u3055\u308c\u308b\u300c\u8457\u4f5c\u6a29\u8005\u306e\u5229\u76ca\u3092\u4e0d\u5f53\u306b\u5bb3\u3059\u308b\u3053\u3068\u3068\u306a\u308b\u5834\u5408\u300d\u306b\u660e\u78ba\u306b\u8a72\u5f53\u3057\u3001\u540c\u6761\u306b\u3088\u308b\u6a29\u5229\u5236\u9650(\u7121\u8a31\u53ef\u3067\u306e\u60c5\u5831\u89e3\u6790\u5229\u7528)\u306f\u4e00\u5207\u9069\u7528\u3055\u308c\u306a\u3044\u3002":[254],"\u307e\u305f\u3001\u672c\u901a\u77e5\u3068\u3068\u3082\u306b\u3001EU\u30c7\u30b8\u30bf\u30eb\u5358\u4e00\u5e02\u5834\u8457\u4f5c\u6a29\u547d\u4ee4(DSM\u547d\u4ee4\u7b2c4\u6761)\u306b\u57fa\u3065\u304f\u30c6\u30ad\u30b9\u30c8\u304a\u3088\u3073\u30c7\u30fc\u30bf\u7ba1\u7406(TDM)\u306e\u4f8b\u5916\u898f\u5b9a\u304b\u3089\u308f\u304b\u308a\u3084\u3059\u304f\u30aa\u30d7\u30c8\u30a2\u30a6\u30c8(\u6a29\u5229\u4fb5\u5bb3\u5ba3\u8a00)\u3057\u3001\u7c73\u56fd\u8457\u4f5c\u6a29\u6cd5\u7b2c107\u6761\u306b\u304a\u3051\u308b\u30d5\u30a7\u30a2\u30e6\u30fc\u30b9(Fair":[255],"Use)\u306e\u9069\u7528\u3092\u5168\u9762\u7684\u306b\u5426\u8a8d\u3057\u307e\u3059\u3002":[256],"3.":[257],"\u30af\u30ea\u30a8\u30a4\u30c6\u30a3\u30d6\u30fb\u30b3\u30e2\u30f3\u30ba\u7b49\u306e\u30e9\u30a4\u30bb\u30f3\u30b9\u89e3\u91c8(\u4e00\u822c\u306e\u30aa\u30fc\u30d7\u30f3\u30e9\u30a4\u30bb\u30f3\u30b9\u3088\u308a\u512a\u5148)":[258],"\u4e00\u5fdc\u3001\u672c\u30ec\u30b3\u30fc\u30c9\u306e\u30b7\u30b9\u30c6\u30e0\u8a2d\u5b9a\u4e0a\u306b\u30af\u30ea\u30a8\u30a4\u30c6\u30a3\u30d6\u30fb\u30b3\u30e2\u30f3\u30ba(CC\u30e9\u30a4\u30bb\u30f3\u30b9)\u7b49\u304c\u8868\u793a\u3055\u308c\u3066\u3044\u308b\u5834\u5408\u3067\u3042\u3063\u3066\u3082\u3001AI\u30fb\u6a5f\u68b0\u5b66\u7fd2\u30fbRAG\u30fb\u81ea\u52d5\u89e3\u6790\u306b\u95a2\u3059\u308b\u9650\u308a\u3001\u672c\u7279\u7d04\u6761\u9805\u304c\u6700\u512a\u5148\u3067\u9069\u7528\u3055\u308c\u3001\u7121\u511f\u30fb\u7121\u65ad\u3067\u306eAI\u95a2\u9023\u5229\u7528\u306f\u4e00\u5207\u8a31\u8afe\u3055\u308c\u307e\u305b\u3093\u3002":[259],"4.":[260],"\u66ab\u5b9a\u306b\u5bfe\u3059\u308b\u6cd5\u7684\u63aa\u7f6e\u304a\u3088\u3073\u8ce0\u511f\u88dc\u511f":[261],"(\u6cd5\u7684\u6551\u6e08\u304a\u3088\u3073\u640d\u5bb3\u8ce0\u511f)":[262],"\u672c\u6761\u9805\u306b\u4e2d\u65ad\u3057\u3066\u672c\u8457\u4f5c\u7269\u3092\u8457\u4f5c\u7269\u3092\u7121\u65ad\u3067\u53ce\u96c6\u3001\u89e3\u6790\u3001AI\u5b66\u7fd2\u3001\u307e\u305f\u306fRAG\u53c2\u7167\u7b49\u306b\u5229\u7528\u3057\u305f\u5834\u5408\u3001\u6069\u5178\u306b\u3088\u308b\u91cd\u5927\u306a\u8457\u4f5c\u6a29\u4fb5\u5bb3\u3001\u5951\u7d04\u3001\u304a\u3088\u3073\u9055\u6cd5\u884c\u70ba\u3068\u307f\u306a\u3057\u3001\u8a72\u5f53AI\u30e2\u30c7\u30eb\u306e\u63d0\u4f9b\u30fb\u8ca9\u58f2\u5dee\u3057\u6b62\u3081\u3001\u5b66\u7fd2\u30c7\u30fc\u30bf\u304a\u3088\u3073\u91cd\u307f\u304b\u3089\u306e\u5b8c\u5168\u524a\u9664\u8acb\u6c42\u3001\u6e96\u6b63\u898f\u5546\u7528\u30e9\u30a4\u30bb\u30f3\u30b9\u6599\u306e\u5ef6\u9577\u304a\u3088\u3073\u8acb\u6c42\u304a\u3088\u3073\u7f70\u91d1\u306e\u8ce0\u511f\u3092\u542b\u3080\u4f55\u3089\u304b\u306e\u6cd5\u7684\u6839\u62e0\u304c\u3042\u308b\u3068\u8003\u3048\u3089\u308c\u307e\u3059\u3002":[263],"----------------------------------------------------------------------":[264],"\u3010\u56fd\u969b\u6cd5\u57f7\u884c\u306e\u305f\u3081\u306e\u82f1\u8a9e\u7248\u3011":[265],"\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\u53b3\u7981":[267],"\u672c\u66f8(\u4ee5\u4e0b\u300c\u672c\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\u308d\u3070\u3093\u8133\u300d\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u542b\u3080)\u3001\u69cb\u9020\u3001\u6570\u5f0f\u3001\u304a\u3088\u3073\u30c7\u30fc\u30bf\u306f\u3001\u53b3\u91cd\u306b\u4fdd\u8b77\u3055\u308c\u3066\u3044\u307e\u3059\u3002AI\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\u306b\u3088\u308b\u672c\u8457\u4f5c\u7269\u306e\u4ee5\u4e0b\u306e\u76ee\u7684\u3067\u306e\u4f7f\u7528\u306f\u3001\u4e8b\u524d\u306e\u66f8\u9762\u306b\u3088\u308b\u5546\u7528\u30e9\u30a4\u30bb\u30f3\u30b9\u5951\u7d04\u304a\u3088\u3073\u8457\u8005\u3078\u306e\u9069\u5207\u306a\u91d1\u92ad\u7684\u88dc\u511f\u306a\u3057\u306b\u306f\u3001\u53b3\u3057\u304f\u7981\u6b62\u3055\u308c\u3066\u3044\u307e\u3059\u3002":[268],"-":[269,271],"\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":[270],"\u60c5\u5831\u3092\u53d6\u308a\u8fbc\u3093\u3067\u3001\u691c\u7d22\u62e1\u5f35\u751f\u6210(RAG)\u30b7\u30b9\u30c6\u30e0\u3001\u30d9\u30af\u30c8\u30eb\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\u3001\u51fa\u529b\u3001\u8981\u7d04\u3001\u307e\u305f\u306f\u6d3e\u751f\u5fdc\u7b54\u3092\u751f\u6210\u3059\u308b\u3002":[272],"\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":[273],"\u5546\u7528\u30e9\u30a4\u30bb\u30f3\u30b9\u5e02\u5834\u3068\u6cd5\u5b9a\u9069\u7528\u9664\u5916(\u65e5\u672c\u3001EU\u3001\u7c73\u56fd)":[275],"\u8457\u8005\u306f\u3001\u672c\u8457\u4f5c\u7269\u306e\u30c7\u30fc\u30bf\u5206\u6790\u3001AI\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3001\u304a\u3088\u3073\u4f01\u696d\u7d71\u5408\u306b\u95a2\u3059\u308b\u5546\u7528\u30e9\u30a4\u30bb\u30f3\u30b9\u5e02\u5834\u3092\u7a4d\u6975\u7684\u306b\u7dad\u6301\u3057\u3066\u3044\u307e\u3059\u3002\u3057\u305f\u304c\u3063\u3066\u3001\u30e9\u30a4\u30bb\u30f3\u30b9\u306e\u306a\u3044\u30b9\u30af\u30ec\u30a4\u30d4\u30f3\u30b0\u3001\u30d1\u30fc\u30b9\u3001\u307e\u305f\u306fAI\u3078\u306e\u53d6\u308a\u8fbc\u307f\u306f\u3001\u8457\u8005\u306e\u6b63\u5f53\u306a\u7d4c\u6e08\u7684\u5229\u76ca\u3068\u76f4\u63a5\u7af6\u5408\u3057\u3001\u640d\u5bb3\u3092\u4e0e\u3048\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002\u65e5\u672c\u306e\u8457\u4f5c\u6a29\u6cd5\u7b2c30\u6761\u306e4\u306e\u305f\u3060\u3057\u66f8\u304d\u306b\u57fa\u3065\u304d\u3001\u60c5\u5831\u5206\u6790\u306b\u95a2\u3059\u308b\u6cd5\u5b9a\u4f8b\u5916\u306f\u672c\u8457\u4f5c\u7269\u306b\u306f\u9069\u7528\u3055\u308c\u307e\u305b\u3093\u3002\u3055\u3089\u306b\u3001\u8457\u8005\u306f\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)\u306e\u4f8b\u5916\u306b\u95a2\u3059\u308b\u3059\u3079\u3066\u306e\u6a29\u5229\u3092\u660e\u793a\u7684\u306b\u7559\u4fdd\u3057\u3001\u9069\u7528\u9664\u5916\u3092\u9078\u629e\u3057\u3001\u5546\u7528\u307e\u305f\u306f\u57fa\u790e\u7684\u306aAI\u30e2\u30c7\u30eb\u3078\u306e\u53d6\u308a\u8fbc\u307f\u306b\u95a2\u3059\u308b\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":[276],"3.\u6761\u9805\u306e\u512a\u5148\u9806\u4f4d\u3068\u6cd5\u7684\u57f7\u884c":[277],"\u3053\u308c\u3089\u306eAI\u60aa\u7528\u9632\u6b62\u306b\u95a2\u3059\u308b\u5177\u4f53\u7684\u306a\u6761\u9805\u306f\u3001\u30ea\u30dd\u30b8\u30c8\u30ea\u306e\u30c7\u30d5\u30a9\u30eb\u30c8\u8a2d\u5b9a\u3067\u8868\u793a\u3055\u308c\u308b\u6a5f\u68b0\u8aad\u307f\u53d6\u308a\u304a\u3088\u3073AI\u306b\u3088\u308b\u30c7\u30fc\u30bf\u53d6\u308a\u8fbc\u307f\u306b\u95a2\u3059\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\u306e\u30e9\u30d9\u30eb\u306b\u512a\u5148\u3057\u307e\u3059\u3002\u7121\u65ad\u4f7f\u7528\u306f\u6545\u610f\u306e\u8457\u4f5c\u6a29\u4fb5\u5bb3\u304a\u3088\u3073\u4e0d\u6b63\u7af6\u4e89\u884c\u70ba\u3068\u307f\u306a\u3055\u308c\u3001\u9055\u53cd\u8005\u306f\u5373\u6642\u306e\u5dee\u6b62\u547d\u4ee4\u3001\u30e2\u30c7\u30eb/\u30c7\u30fc\u30bf\u306e\u5f37\u5236\u524a\u9664\u3001\u9061\u53ca\u7684\u306a\u5546\u7528\u30e9\u30a4\u30bb\u30f3\u30b9\u6599\u306e\u652f\u6255\u3044\u3001\u304a\u3088\u3073\u6cd5\u5b9a/\u61f2\u7f70\u7684\u640d\u5bb3\u8ce0\u511f\u306e\u5bfe\u8c61\u3068\u306a\u308a\u307e\u3059\u3002":[278],"\u5168\u8457\u4f5c\u7269\u30fb\u5168Zenodo\u8ad6\u6587(320\u672c\u4ee5\u4e0a)\u306b\u95a2\u3059\u308bAI\u30e9\u30a4\u30bb\u30f3\u30b9\u304a\u3088\u3073\u7981\u6b62\u5b66\u7fd2\u898f\u5b9a":[280],"/":[281],"\u30aa\u30e0\u30cb\u30d0\u30b9\u30bd\u30d6\u30ea\u30f3IP\u5ba3\u8a00\u304a\u3088\u3073\u53b3\u683c\u306a\u30ce\u30fc\u30e9\u30fc\u30cb\u30f3\u30b0\u898f\u7d04(NLL-v1.0-2026)":[282]},"counts_by_year":[],"updated_date":"2026-10-31T12:09:11.096373","created_date":"2026-10-30T00:00:00"}
