版權說明:本文檔由用戶提供并上傳,收益歸屬內(nèi)容提供方,若內(nèi)容存在侵權,請進行舉報或認領
文檔簡介
ReportoftheIndependentExpertGroupon
ArtificialIntelligence
andCulture2025
Graphicdesignandcoverdesign:MomoScacchiGraphicdesignforlayout:ThaísaPlein
ThepresentreportwaspreparedbyanlndependentExpertGroupconvenedbyUNESCOtogatherviewsandideasoncu|tureandartificia|inte||igence.lnrecognitionofthecentra|ro|eofknow|edgeandideasintransformation,thisinitiativeref|ectsUNESCO’sro|easa|aboratoryofideas.Bygeneratingnove|insights,thedocumentaimstocontribute—amongothersources—tothediscussionsatMONDlACULT2025.Un|essotherwiseexpress|ystated,thefindings,interpretationsandconc|usionscontainedhereinarethoseoftheindependentexpertswhopreparedthedocumentanddonotnecessari|yrepresenttheviewsofUNESCO,itsMemberStates,oranyinstitution,nordotheycommittheOrganizationinanyway.
4CULTAIIndependentExpertGroupReport
TABLEOFCONTENTS
ACKNOWLEDGEMENTS7
EXECUTIVESUMMARY9
I.INTRODUCTION11
II.MAPPINGTHEETHICALLANDSCAPEOFAIINCULTURE13
A.AI,aDouble-edgedTool:OpportunitiesandChallengesforCulture13
1.Opportunities13
2.Challenges14
B.OverviewofkeyUNESCOandUNinitiativesattheintersectionofAI14
andCulture
C.Otherinstrumentsandregulations16
D.Conclusions18
References19
III.CULTURALRIGHTSINTHEDIGITALERA:EQUITY,DIVERSITYANDTHE21
PROTECTIONOFCULTURALCOMMONSINTHEAGEOFAI
A.ReassessingthebondbetweencultureandAI:Recognizingthe21
cognitivevalueofculturaldata
B.EnsuringequitableaccesstoAItoolsintheculturesector23
C.AddressingalgorithmicbiasesandsafeguardingculturaldiversityinAI24
systems
D.SafeguardingCulturalRightsandRedistributingtheValueGenerated25
byAIUseofCulturalData
E.Conclusions27
References29
IV.THEIMPACTOFAIONCULTURALVALUECHAINSINTHECREATIVE31
ECONOMY
A.Problematization31
B.UNESCO’spioneeringroleinpromotingequityintheAI-transformed32
creativeeconomy
C.AI’sdisruptiveimpactacrossthecreativevaluechain:opportunities33
andchallenges
1.Thenewcreativelandscape:Threephasesoftransformation33
2.Economicandsocialchallenges35
D.Alternativeeconomicmodels:Supportingdiversityandindependence35
1.Empoweringcreativecommunities:Rights,recognitionand36
agency
2.Strengtheninglocalcreativeindustries36
3.Democratizingaccess:Algorithmicpluralismandliteracy36
4.InternationalCooperation37
E.Conclusions38
References39
V.CULTURALEDUCATIONINTHEAIERA:TRAININGTHETALENTSOF40
TOMORROW
A.IntegratingAIcompetenceintoartisticcurricula40
B.Developinghybridskillsandtransdisciplinaryfluenciesforcultural43
professions
C.Museums&CulturalInstitutions:SowingtheseedsofAI4144
D.Conclusions45
References47
5
VI.CLIMATE,CULTUREANDAIFORANENVIRONMENTALSUSTAINABILITY48
A.Theenvironmentalimpactofdigitalization:Towardseco-responsible49
practices
1.Low-carbonAIpracticesinculturalproduction50
2.Interdisciplinaryresearchframeworkforculturalsustainability50
B.Artisticcreationandsustainability:AIasatoolforenvironmental51
awareness
1.AI-poweredartisticprojectsraisingclimateawareness51
2.Optimizingenergymanagementinculturalinstitutions52
C.Conclusions53
References54
VII.ENDANGEREDHERITAGEANDAI:TOOLSFORSAFEGUARDINGAND56
RESILIENCE
A.DigitalHeritage:AIfortheProtectionandConservationofCultural56
Heritage
1.RestorationandDigitalReconstruction:RevivingCulturalObjects56
withAI
B.CombatingIllicitTraffickingofCulturalProperty57
1.BlockchainandCulturalAuthenticity:ComplementaryRolesofAI58
C.DigitizationandSafeguarding:ProtectingCulturalHeritageatRisk58
1.InternationalProtocolsforDigitizationinCrisisSituations58
2.3DDocumentationandDamageAssessment:AIforEmergency59
ConservationPlanning
3.PossibleRisksofAIMisuseinCulturalHeritageContexts59
4.AIforaFasterPost-DisasterResponse:Prioritizing,Acting,60
Planning
D.PreservingLanguagesandAncestralKnowledge:AIandOralTraditions61
1.AILinguisticModelsforEndangeredLanguages61
2.SupportingLocalCommunitieswithAI61
3.ImmersiveStorytellingandCommunityNarratives62
E.Conclusions62
References63
VIII.AI,FREEDOMANDCULTURALSOVEREIGNTY65
A.EmpowermentvsControl66
B.AlgorithmicPowerandSovereignty67
C.AIMonopoliesandtheCrisisofCulturalInfrastructure68
D.Conclusions69
References70
CONCLUSIONS71
BIOSOFEXPERTGROUPMEMBERS73
FIGURES32
Figure1.Theculturalvaluechaininthedigitalenvironment:froma‘pipeline’configurationtoanetworkmodel
6CULTAIIndependentExpertGroupReport
7
ACKNOWLEDGEMENTS
TheIndependentExpertGrouponArtificialIntelligenceandCulture(CULTAI),convenedbyUNESCO,wishestoexpressitsgratitudefortheopportunitytoworktogetherinpreparingthisreport.Theprocesswasacollectiveendeavour,shapedbythediverseexperiences,perspectivesanddisciplinaryapproachesofthemembers.
Participatingintheirpersonalcapacity,eachofthetenexpertsandtwoyouthrepresentativesbroughtuniqueinsights,anditwasthroughdialogue,exchangeandcollaborationthatthisdocumentcametofruition.
ThemembersoftheGroupwere:
?MercedezBunz
?BrendanCiecko
?SalimDada
?KimJeongHan
?LethaboHuma
?JoeKallas
?OctavioKulesz
?RomanLipski
?RamonLópezdeMantaras
?AlejandraLópezGabrielidis
?OjomaOchai
?ShreyMaurya
TheGroupextendsitsspecialappreciationtoitsChair,SalimDada,whosethoughtfulguidanceanddedicationanchoredtheworkthroughouttheprocess.OnbehalfofUNESCO,theworkwascoordinatedbyAndreaDetmerLatorre.
Aboveall,theGrouphopesthatthereflectionspresentedherewillcontributetoadvancingculturalrights,diversityandsustainabilityintheageofartificialintelligence.
8CULTAIIndependentExpertGroupReport
9
EXECUTIVESUMMARY
TheIndependentExpertGrouponArtificialIntelligenceandCulture(CULTAI),convenedbyUNESCO,examinedhowAIisreshapingcreativity,heritageandculturalecosystemsworldwide.TheGroup’sanalysishighlightsanurgentreality:artificialintelligenceisadvancingfasterthanculturalgovernance,wideningdividesandraisingnewrisks,whilealsoofferingpowerfulopportunitiestoreinforceculturalinnovationandresilience.
AIisalreadytransforminghowcultureiscreated,sharedandpreserved.Itcanexpandaccess,safeguardheritage,amplifydiversevoicesandopennewcreativepossibilities.Atthesametime,itcandeepeninequalities,intensifybiases,accelerateculturalhomogenizationandincreaseenvironmentalcosts.
Thereportidentifiescorechallenges:
?Outpacingofgovernance,astheaccelerationofAIexceedsthecapacityofculturalecosystemstoadapt,threateningsovereignty,pluralismanddemocraticoversight;
?Reinforcementofbiasandhomogenization,asunbalancedtrainingdataandalgorithmicpersonalizationreproducestereotypesandfostermonocultures;
?Underminingofculturalrights,throughtheexploitationofunprotectedculturaldatawithoutconsent,attribution,orcompensationandthemarginalizationofminoritycultures;and
?Erosionofcreativityandskills,asoverrelianceonAIweakenshumancreativityandcognitivecapacities.
Italsohighlightsopportunities,notably:
?Expansionofcreativityandaccess,byloweringentrybarriersandenablingnewcreativeforms;
?Protectionofculturalheritage,throughrestoration,conservation,post-disasterresponseandthepreservationofendangeredlanguages;
?Strengtheningofculturalandcreativeindustries,asautomationofroutinetasksreducescostsandenhancesthecompetitivenessofsmallenterprises;and
?Advancementofequitablelearningopportunities,withmuseumsandculturalinstitutionscultivatingAIliteracy,creativityandcriticalreflection.
TheIndependentExpertGroupcallsforglobalcooperationandinclusivegovernancetoensurethatAIstrengthensculturaldiversity,equityandsustainability.Rights-basedapproachestoAI,greenpractices,faircreativeeconomiesandsustainableculturalfuturesmustplacehumancreativityandculturalrightsatthecentreoftechnologicaldevelopment.
CutureandArtfCantegence
Rapdtechncaacceeratn
ncreatveectr
uneqaacce
acrregn
chaenge
RngethcaCncernarundrhtand
wnerhp
mperatve
RhtbaedA
gvernance
utanabe&reent
tranparency
afeardfar
Cmpenatn
futreWmpactAhertaeprtectn
ncnfca
knWede
Far&dverecreatve
ecnme:arthmC
dvertypubC
nfratructrek
devepment
11
I.INTRODUCTION
Intoday’sfast-changingdigitallandscape,ArtificialIntelligence(AI)hasbecomeacriticalissueforculturalpolicyanddemandsurgent,coordinatedinternationalattention.AsAItoolsareintegratedintoculturalecosystems,theybringadualreality:ontheonehand,unprecedentedopportunitiesforcreativity,innovationandheritageprotection;ontheother,complexethicalandpracticalrisks.
Overjustafewyears,AIhasshownitsabilitytogenerateculturalcontent,lowerproductioncosts,reconstructfragmentedheritageandrevealcreativeprocessesotherwiseinaccessibletohumanperception.Yetthesesametechnologiesalsoriskreinforcingalgorithmicbias,obscuringculturaldistinctiveness,wideninginequalitiesandevenexacerbatinginjustice.
Thistension,betweenfascinationandmistrust,definesthechallengebeforeus.AInolongersimplyimitatesexistingworks;itcombinesandinterpretsthem,raisingpressingquestionsofauthorship,ownershipandculturaldispossession.HowdoweensureAIenricheshumancreativityinsteadofhomogenisingit?Howcanwefosterinnovationwhileprotectingculturaldiversityandidentity?
ThisdualityoftechnologicalempowermentandpotentialculturalerosionisthecentralconcernofthisReport.GuidedbyUNESCO’shuman-centredvision,itrespondstothecalloftheUNESCOWorldConferenceonCulturalPoliciesandSustainableDevelopment2025(MONDIACULT2025)forinternationalframeworksthatharnessAI’spotentialwhilesafeguardingculturalrights,diversityandsovereignty.
TheReportoftheIndependentExpertGrouponAIandCulture(CULTAI-M25)formspartofthepreparatoryworkforMONDIACULT2025,tobeheldinBarcelonafrom29Septemberto1October2025.TheconferencewillbringtogetherallUNESCOMemberStatestoshapefutureglobalculturalpolicies.Withinthis,the
themeofArtificialIntelligenceandCultureaddressesthreeurgent,convergingchallenges:
1.TherapidaccelerationofAIthatistransformingculturalecosystems,
2.Persistentdigitaldividesbetweenregionsandcommunities,and
3.Escalatingethicalrisks,fromdeepfakestosystemicbias.
Meetingthisurgencyrequiresaclearstrategybuiltaroundthreeimperatives:
1.FrameAIgovernancetoupholdhumancreativityandintegrity.
2.LeverageAItoamplifyculturaldiversityandpluralism.
3.Protectheritageandvulnerablecommunitiesfromharmfulimpacts.
Toinformthisagenda,UNESCOmandatedCULTAI-M25topreparethisReport.TheGroupbroughttogetherteninternationalexpertsandtwoyouthrepresentatives,includingculturalpractitioners,researchers,artistsandentrepreneurs.Itsworkcombinedtwoperspectives:analysingAI’simpactonculturalpracticesanddevelopingactionablepolicyideasbasedoninnovativepracticesandreal-worldexamples.
TheReportisstructuredintoseventhematicsections,offeringaglobal,multidisciplinaryperspective:
?EthicallandscapeofAIinculture
?Culturalrightsinthedigitalage
?AIandculturalvaluechainsinthecreativeeconomy
?AIandculturaleducation
?Culture,climateandenvironmentalsustainability
?HeritageatriskandAI
?AI,freedomandsovereignty
ThisReportreflectsbothacademicresearchandpracticalexperienceandisgroundedinUNESCO’sevolvingnormativeecosystem.
KeyreferencesincludetheConventionontheProtectionandPromotionoftheDiversityofCulturalExpressions(2005)anditsOperationalGuidelinesfortheDigitalEnvironment(2017),theMontrealDeclarationforResponsibleDevelopmentofArtificialIntelligence(2018),theGlobalReportsofthe2005Convention(2018and2022),theRecommendationsontheEthicsofArtificialIntelligence(2021)andtheRecommendationsoftheReflectionGroupontheDiversityofCulturalExpressionsintheDigitalEnvironment(2024).
TheCULTAI-M25Reportembodiesaninclusive,forward-lookingapproach.Itaimstoraiseawareness,inspirepolicydialogueandencourageconcretecommitmentsatMONDIACULT2025,guidedbyasimpleprinciple:technologymustservehumanity,notthereverse.
12CULTAIIndependentExpertGroupReport
13
II.MAPPINGTHEETHICAL
LANDSCAPEOFAIINCULTURE
A
AI,a
Double-edgedTool:Opportunities
andChallengesforCulture
Thecloseinterplaybetweenartificialintelligence(AI)andcultureisbynomeansarecentphenomenon.Foryears,AItechnologieshavebeenemployedintheculturalsectorforpurposessuchasalgorithmiccontentrecommendation,automatedtranscriptionofaudiofilesandbehaviouralanalysistopersonalizeexperiences.However,thetransformativeturningpointhasbeentheemergenceofgenerativeAI,notablymarkedbythelaunchofChatGPTinlate2022.ThistypeofAIenablesthecreationofdiverseculturalexpressionsofthehighesttechnicalquality,thankstoincreasinglyefficientmodelstrainedonvastdatabasescomposedoftexts,images,videosandsongs,amongothermedia.
1.OPPORTUNITIES
ItisimportanttonotethatAI,inbothitsgenerativeandnon-generativeforms,presentssignificantopportunitiesfortheculturalspherebutalsoconsiderablechallenges.
Amongtheadvantages,AIcanenhancethecreativepotentialforartistsinaphenomenoncommonlyreferredtoasthe‘a(chǎn)ugmentedartist’(Edwards,2023),whereAItoolsextendanartist’scapabilitiesbyenablingnewformsofexpression,ideagenerationandacceleratedcreativeprocesses.Italsolowersentrybarriersforcreation,allowingindividualswithoutspecializedtraininginaparticularartisticdisciplinetoproduceartworks.Forinstance,auserwithnobackgroundinmusicarrangementcancomposeasonginanygenreusingapplicationslikeUdio,Sunoandmanyothers.
Additionally,AIcanfosterinterdisciplinarycollaboration,connectingtheculturalsectorwithtechnologystakeholders,whichcanleadtonewformsofcreationandexperimentation.Moreover,theintersectionoftechnologyandculturegeneratesspecializedroles,creatingnewjobopportunities.Intheculturalandcreativeindustries,AIstreamlinesprocesses
thatpreviouslyrequiredsignificanttimeandresources,acrossawiderangeofsectors.Forexample,anindependentstudioworkinginfilmorpost-productioncannowautomatevideoeditingthroughAI,withcuts,transitionsandevensounddesignadjustedinminutes.ThisundeniableboostinproductivitybenefitsnotonlymajorplayersbutespeciallyculturalSmallandMediumSizeEnterprises(SMEs),whichcannowcompeteintermsofspeedandqualitywithmoreestablishedcompanies.
Furthermore,AIcancontributetothefieldofculturalheritage,bothtangibleandintangible,throughdigitalpreservation,virtualreconstruction,dataanalysis,aswellasthetranscriptionanddocumentationofendangeredoraltraditionsandperformancepractices.Italsoplaysanemergingroleintheprotectionofheritageunderemergencyconditions—suchaspost-conflictorfollowingnaturaldisasters—byenablingrapidassessmentandinformedrecoveryefforts(seeSectionVI).Anothersignificantbenefitistheexpandedaccesstocultureforthepublic,astheuseofAIinculturalcreationresultsinanabundantculturaloffering.
2.CHALLENGES1
However,thechallengesarealsonumerous.Amajorconcernistheskillsgap:manytraditionalartistsstruggletoadapttoanAI-drivenenvironmentduetolimitedtechnicaltraining.Jobdisplacementispartlylinkedtothepreviousissue,asautomatingcreativetaskscouldthreatentraditionalartisticjobs,includingmusicians,translators,proofreaders,illustratorsanddesigners,amongmanyothers.Accordingtoareportreleasedinlate2024,musicsectorworkerscouldlosenearly25%oftheirincometogenerativeAIby2028,whilethoseintheaudiovisualsectormayfacea20%drop(CISAC,2024).Economicconcentrationposesariskaswell,giventhatthedominanceoflargetechplatformsmayleadtodependencyforsmallerculturalactors.Indeed,developingandtrainingtheirownmodelsisoftenbeyondthetechnicalandfinancialreachoflessresourcedplayers,notonlyduetothecomplexityoftheprocessbutalsobecauseaccesstohigh-qualitydatasetsremainslimited.
Moreover,cultural,linguisticandgenderbiasespresentintrainingdatacanbetransferredtoartisticcreationsandculturalheritagepreservation,perpetuatingstereotypesandinequalities.Intellectualpropertyissuesarealsoprominent,asmostofthegenerativeAItools
currentlyavailableonthemarkethaveusedcopyrightedcontentwithoutauthorizationtotraintheirmodels.Partlylinkedtothisistheriskofculturalappropriationoflocalexpressionsbymajortechnologyfirms,causingdecontextualizationandmisrepresentation,particularlywhenAIsystemsdrawonmaterialfromindigenousormarginalizedcommunities.
Additionally,personalizedAI-drivencreationmayleadtoculturalatomization,exacerbatingdynamicssimilartoalgorithmicfilterbubblesbygeneratingnew,highlyindividualizedcontent,thusfurtherweakeningsocialcohesion.AnotherchallengeisNorth-Southinequality:thelackoftechnologicalresourcesandtheconcentrationofAIcentresintheGlobalNorthrisksacceleratingthemigrationofworkersintheculturalandcreativeindustriestowardemploymentintheGlobalNorth,exacerbatingthedigitalandcreativegap.
Finally,universalaccesstocultureisatrisk,asunequalcontroloverAItoolsandplatformscombineswithdisparitiesindigitaltechnologies,skillsandknowledge,restrictingparticipationtothosewiththenecessaryresourcesandcapabilitiesandunderminingtheprincipleofcultureasaglobalpublicgood.
B
OverviewofkeyUNESCOandUNinitiatives
attheintersectionofAIandCulture
TheethicaldimensionofAIhasgainedgrowingattentionsincethesecondhalfofthe2010s.Numerousdeclarations,ethicalframeworksandnormativeinstruments,atnationalandmultilaterallevelshavesoughttoguideitsresponsibledevelopment.
EarlymilestonesincludetheMontrealDeclarationforaResponsibleDevelopmentofArtificialIntelligence,draftedin2017,whichexplicitlyemphasizedthenecessityofsafeguardingculturaldiversityandpreventingsocietalhomogenization(MontrealDeclaration,2018).
UNESCO’sactiveinvolvementintheAIdialogue,groundedinaculturalperspective,hasamplifiedtheissue’sprominenceonaninternationalscale.Inthesecond2005ConventionGlobalReport
1Theterm“challenges”hereencompassesboththebarriersthathindertheabilitytoseizetheopportunitiesaswellasthenewthreatsemergingfromtheevolvingtechnologicallandscape.
14CULTAIIndependentExpertGroupReport
15
Re|shapingCulturalPolicies,publishedatthe
溫馨提示
- 1. 本站所有資源如無特殊說明,都需要本地電腦安裝OFFICE2007和PDF閱讀器。圖紙軟件為CAD,CAXA,PROE,UG,SolidWorks等.壓縮文件請下載最新的WinRAR軟件解壓。
- 2. 本站的文檔不包含任何第三方提供的附件圖紙等,如果需要附件,請聯(lián)系上傳者。文件的所有權益歸上傳用戶所有。
- 3. 本站RAR壓縮包中若帶圖紙,網(wǎng)頁內(nèi)容里面會有圖紙預覽,若沒有圖紙預覽就沒有圖紙。
- 4. 未經(jīng)權益所有人同意不得將文件中的內(nèi)容挪作商業(yè)或盈利用途。
- 5. 人人文庫網(wǎng)僅提供信息存儲空間,僅對用戶上傳內(nèi)容的表現(xiàn)方式做保護處理,對用戶上傳分享的文檔內(nèi)容本身不做任何修改或編輯,并不能對任何下載內(nèi)容負責。
- 6. 下載文件中如有侵權或不適當內(nèi)容,請與我們聯(lián)系,我們立即糾正。
- 7. 本站不保證下載資源的準確性、安全性和完整性, 同時也不承擔用戶因使用這些下載資源對自己和他人造成任何形式的傷害或損失。
最新文檔
- 醫(yī)療器械注冊申請法律法規(guī)解讀培訓
- 企業(yè)知識產(chǎn)權管理與保護實務指南
- 2025浙江LT2025122901ZP0000寧波文旅會展集團有限公司招聘9人筆試模擬試題及答案解析
- 建筑攀爬腳手架安全施工方案
- 高校畢業(yè)生就業(yè)指導方案與實錄
- 電商商城促銷活動線上線下執(zhí)行方案
- 企業(yè)檔案標準化管理自查與整改流程
- 建筑工地揚塵污染治理標準指南
- 監(jiān)控設備安裝質(zhì)量評估方案
- 人力資源管理實訓操作指南
- 2025年通信基礎知識題庫附答案
- 2026廣西融資擔保集團校園招聘10人歷年真題匯編帶答案解析
- 2025年gmp綜合知識培訓試題及答案
- 2025年質(zhì)量手冊宣貫培訓試卷及答案
- 2025秋蘇教版(2024)小學科學二年級第一學期期末質(zhì)量檢測卷附答案
- 黑龍江省哈爾濱市2025-2026學年九年級上學期期中語文試題(含答案及解析)
- 購物中心應急預案流程圖
- 離婚協(xié)議(2026年版本)
- 安全員c證考試真題庫及答案
- 舟山事業(yè)編考試題及答案
- 2025年中小學生趣味百科知識競賽題庫及答案
評論
0/150
提交評論