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AIinCanada
Alegalguidetodevelopingandusingartificialintelligence
September10,2025
Tableofcontents
Introduction
3
OverviewofAIinCanada
5
RegulationofAIinCanada
6
AIstandards
8
Applicationandcompliancewithforeignlaws
10
Copyright
12
PrivacyconsiderationswhendevelopingAI
14
PrivacyconsiderationswhenusingAI
16
Humanrights
19
Tortliability
21
Competitionandforeigninvestmentlaws
22
Employmentconsiderations
24
Healthcareandmedicaldevices
26
Capitalmarkets
28
UsinggenerativeAItoprovidelegalservices
29
Publicsector
31
ContractingforAIapplications33
AIinCanada:alegalguidetodevelopingandusingartificialintelligence©2025Osler,Hoskin&HarcourtLLP.Allrightsreserved.
AIINCANADA:ALEGALGUIDETODEVELOPINGANDUSINGARTIFICIALINTELLIGENCEOsler,Hoskin&Harcourtllp
Introduction
ArtificialIntelligence(AI)istransformingtheworldaroundus.Whatonceseemedlike
sciencefiction,isincreasinglybecomingpartofourdailylives.Fromgeneratinganswers
tocomplexquestions,toenhancingtheprovisionofhealthcareservices,andeverythinginbetween,AIisprofoundlyalteringhowweworkandlive,whilesimultaneouslycreating
unprecedentedopportunitiesforinnovation,improvedproductivity,andeconomicgrowth.
Yet,withAI’stransformativepotentialcomesahostofcomplexlegalandregulatorychallengesthatdevelopersandusersofAItoolsmustnavigatecarefully.
Thisguideisdesignedtoprovideapractical,business-orientedroadmapfororganizationsandindividualsinvolvedinthedevelopment,deployment,anduseofAIsystems.ItaddressesthemultifacetedlegalandoperationalissuesthatariseintheAIecosystem,offeringinsightsandactionablestrategiestomitigaterisk,enablecompliance,andfostertrustinAItechnologies.
Byfocusingonreal-worldapplicationsandspecificcontexts—suchasemployment,
healthcare,capitalmarkets,legalservices,andthepublicsector—thisguideaimstoequipdevelopersandusersofAIwiththeknowledgeandtoolsnecessarytomakeinformed
decisionsinarapidlyevolvingtechnologicallandscape.
Keyissuesaddressedintheguide
ThisguideexploresabroadspectrumofissuesthatarecriticaltotheresponsibledevelopmentanduseofAI,including:
•AIregulationandstandards:Understandingemergingregulatoryframeworks,industrystandards,andbestpracticestoensurecomplianceandfosteraccountability.
•Copyright:AddressingquestionsaroundownershipofAI-generatedworksandtheuseofpubliclyavailabledatafortrainingmodels.
•Privacy:Navigatingprivacylaws,withafocusonthelegalbasisforcollectingandusingpersonalinformation,dataminimizationandprivacyimpactassessments.
•Humanrightsconsiderations:EnsuringthatAIsystemsprotectagainstbiasanddiscrimination,andpromotetransparencyandaccountability.
•Tortliabilityandriskmanagement:AssessingliabilityrisksassociatedwithAIerrors,failures,andharms,aswellasimplementingstrategiestomitigateexposure.
•Antitrustandcompetitionlaw:EvaluatingthecompetitiveimpactsofAItechnologies,includingconcernsaboutprice-fixing,collusion,andotheranti-competitivepractices.
•Commercialcontracting:DraftingcontractsthataddressAI-specificissues,suchasintellectualpropertyrights,regulatorycompliance,andriskallocation.
3
4
Context-specificguidance
AsthechallengesandopportunitiespresentedbyAIvaryacrossindustriesandsectors,thisguideseekstoprovidetailoredinsightsforkeyareasofapplication:
•Employment:ManagingtheuseofAIinhiring,performanceevaluation,andworkplacemonitoring.
•Healthcare:LeveragingAIforthedeliveryofhealthcareaswellasforthedevelopmentanddeploymentofmedicaldevices.
•Capitalmarkets:HarnessingAIforalgorithmictradingandriskassessment.
•Legalservices:DeployingAItoenhancethedeliveryoflegalservices,whileaddressingprofessionalresponsibility,privilegeandconfidentialityconcerns.
•Publicsector:ImplementingAIinthedeliveryofgovernmentservices,includingthroughthedeploymentofautomateddecisionmaking.
Apractical,forward-lookingapproach
ThisguideisnotmerelyatheoreticalexplorationofAI-relatedissues.Rather,itisa
practicaltooldesignedtohelporganizationsandindividualsnavigatethecomplexitiesof
AIdevelopmentanduse.WhetheryouareadeveloperofAIsystems,in-housecounsel,
oraleaderseekingtointegrateAIintoyouroperations,thisguideprovidesaplethoraof
insightstohelpyoutackleAI’svariouslegalandregulatorychallenges,whileunlockingAI’sfullpotential.
AIINCANADA:ALEGALGUIDETODEVELOPINGANDUSINGARTIFICIALINTELLIGENCEOsler,Hoskin&Harcourtllp
5
OverviewofAIinCanada
Thingstoknow
•CanadahaslongbeenattheforefrontofAIadvancementsandrecognizedasagloballeaderinthefield.GroundbreakingworkinCanadabyGeoffreyHinton,Yoshua
Bengio,andYannLeCun—the“foundingfathersofAI”—haslaidthefoundationformanymodernAIinnovations,includingartificialneuralnetworks,deeplearningandreinforcementlearning.CanadacontinuestorankhighlyinglobalAIresearch,consistentlyplacingfourthintheGlobalAIIndex.
•ThePan-CanadianArtificialIntelligenceStrategyandtheCanadianSovereignAI
ComputeStrategy,introducedin2024,underscoresCanada’scommitmenttofosteringdomesticAIinnovationanddevelopment.ThelaunchoftheCanadianAISafety
Institute,alsoin2024,hasreinforcedCanada’scommitmenttothesafedevelopmentanddeploymentofAI.
•WhileCanada’sambitionstofosteraworld-leadingAIecosystemcreatesignificant
opportunities,understandingCanadiannorms,standardsandregulatoryframeworksiscriticalwhendeveloping,distributingordeployingAIsystemsinCanada.
Thingstodo
•Developahigh-levelunderstandingofAIwithintheCanadianlandscape.
•EvaluateboththeopportunitiesandrisksassociatedwithengagingintheCanadianAImarket,includingchallengesrelatedtodataprivacy,intellectualpropertyprotection,discriminationandproductliability.
•CreateagovernanceplanformeetingemergingregulatorystandardsforresponsibleAIandensuringcompliancewithCanadianlegalrequirementsfortheprocurement,adoption,developmentanddeploymentofAI.
•CollaboratewithCanadianlegalandindustryexpertstonavigatejurisdiction-specificconsiderationstoachieveyourorganizationalobjectives.
Usefulresources
•“
Pan-CanadianArtificialIntelligenceStrategy
,”Innovation,ScienceandEconomicDevelopmentCanada,December2024
•“
CanadianSovereignAIComputeStrategy
,”Innovation,ScienceandEconomicDevelopmentCanada,May2025
•“
CanadalaunchesCanadianArtificialIntelligenceSafetyInstitute
,”Innovation,ScienceandEconomicDevelopmentCanada,November12,2024
•“
OslerAISeries:Aprimeronthetechnology,commonandemerginguses,opportunities
andchallenges
,”webinarhostedbyOsler,March7,2023
6
RegulationofAIinCanada
Thingstoknow
•ThereisnolawinCanadathatsetsoutageneralframeworkforregulatingAImodelsandsystems.ThebillthatincludedCanada’sproposedArtificialIntelligenceand
DataAct(AIDA)diedontheOrderPaperwhenParliamentwasproroguedonJanuary6,2025.
•TheDepartmentofInnovation,ScienceandEconomicDevelopmenthaspublished
avoluntarycodeofconductapplicabletogenerativeAIsystemsthathaveadvanced
capabilitiesenablingthemtobeadaptedforawidevarietyofusesindifferentcontexts.Developersandmanagersofadvancedgenerativesystemsthatbecomesignatoriesto
thecodemakecommitmentsinrespectofaccountability,safety,fairnessandequity,transparency,humanoversightandmonitoring,andvalidityandrobustness.
•TherearemultiplelawsofgeneralapplicationthatgovernspecificelementsofthedevelopmentanduseofAImodelsandsystems.Relevantlawsinclude:
。federalandprovincialprivacylawswhichregulatethecollection,useanddisclosureofpersonalinformationinthecontextofthetrainingofAImodelsandthegenerationofoutput.PrivacylawsinQuebecincludeadditionalrulesapplicabletoautomated
decisionsystems
。copyrightlawwhichisrelevanttothegenerationoftrainingdatasets,thetrainingofAImodels,andthegenerationofmodeloutput
。federalandprovincialhumanrightslawswhichprohibitdiscriminationonenumeratedgrounds(includingrace,colourandgender)inspecificcontexts(includingemploymentandtheprovisionofgoods,services,facilitiesandaccommodation)
。tortlaws(andsimilarprovisionsinQuebec’sCivilCode)whichholdorganizationsorindividualsliablefordamagescausedthroughtheirnegligence,includingforproductsthattheycreateordeploy.Otherpotentiallyrelevanttortsincludedefamation,
misrepresentation,intentionalinflictionofmentaldistress,placingapersoninafalselight,andnon-consensualdistributionofintimateimages
。competitionlawwhichgovernagreements,conductandtransactionsthatmaypreventorlessencompetition,andhasbeenidentifiedasakeyareaoffocusgivenAI’spotentialtofacilitateanti-competitivepractices,suchascollusionanddeceptivemarketing
。employmentlaws,whichregulatetheuseofAIinemploymentcontextssuchashiring,monitoring,performanceevaluationandtermination
•Sector-specificrequirementsapplicabletotheuseofAImodelsandsystemsalsoexist,includinginconnectionwith:
。financialservices(e.g.,guidelinesoftheOfficeoftheSuperintendentofFinancialInstitutionsthatgoverntheuseofmodels)
。capitalmarkets(e.g.,StaffNoticeandConsultationoftheCanadianSecurities
7
AdministratorsonhowsecuritieslegislationappliestotheuseofAI)
。transportation(e.g.,regulationsapplicabletothetestinganduseofautonomousvehiclesonpublicroadways)
。legalservices(e.g.,guidelinesissuedbyprovinciallawsocietiesapplicabletotheuseofgenerativeAIbylawyers)
。publicsectorentities(e.g.,guideforfederalinstitutionsontheuseofgenerativeAI)
Thingstodo
•IdentifyallexistinglawsandregulatorguidancethatmayapplytoyourdevelopmentoruseofAImodelsorsystems.
•Monitorlegislativedevelopmentsatthefederal,provincialandmunicipallevelsofgovernmenttoidentifyregulatoryrequirementsthatmayapplytoyouractivities.
•Monitorguidelines,directivesanddecisionsofregulatorsforrulesgoverningthedevelopmentoruseofAImodelsorsystems.
•Considerif,ortowhatextent,lawsofotherjurisdictions(suchastheE.U.’sArtificialIntelligenceAct)mayapplytoyourAI-relatedactivities.
Usefulresources
•“
VoluntaryCodeofConductontheResponsibleDevelopmentandManagementof
AdvancedGenerativeAISystems
,”Innovation,ScienceandEconomicDevelopmentCanada,September2023
•“
EthicalDesignandUseofArtificialIntelligencebySmallandMediumOrganizations
,”DigitalGovernanceCouncil,CAN/DGSI101:2025
•“
Artificialintelligenceandcompetition–DiscussionPaper
,”CompetitionBureauofCanada,March2024
•“
ConsultationonArtificialIntelligenceandCompetition:WhatWeHeard
,”CompetitionBureauofCanada,January27,2025
8
AIstandards
Thingstoknow
•Intheabsenceoflegislativeguidance,standardsarecriticallyimportanttoguidetheresponsibledevelopment,deploymentanduseofAI.
•StandardssettingorganizationsarerapidlydevelopingavarietyofstandardsapplicabletoAI.Themostprominentinclude:
。
ISO/IEC42001
–Informationtechnology—Artificialintelligence—Managementsystem,thefirstinternationalstandardforAImanagementsystems.
•ISO42001providesaseriesofcontrolsforembeddingresponsibleAIpracticesacrossanorganization.
。
ISO/IEC23894
–Informationtechnology—Artificialintelligence—Guidanceonriskmanagement,aninternationalstandardformanagingAIrisk.
•ISO23894–Informationtechnology—Artificialintelligence—Guidanceonriskmanagement—supportslifecycle-basedriskassessmentsandrisk
communicationstrategies.
。
NISTAIRMF1.0
[PDF]–ArtificialIntelligenceRiskManagementFramework,a
standardpublishedbytheU.S.NationalInstituteofStandardsandTechnology(NIST)isframeworkformanagingrisksacrosstheAIlifecycle.
•TheNISTAIRMFPlaybookdescribesactionforachievingoutcomesoutlinedintheRiskManagementFramework.
•TheGovernmentofCanada’sVoluntaryCodeofConductontheResponsible
DevelopmentandManagementofAdvancedGenerativeAISystems,introducedinOctober2023andexpandedin2025,encouragesorganizationstocommittokey
principlessuchassafety,transparency,accountability,fairness,andhumanoversight.
。TheVoluntaryCodeofConductdistinguishesbetweenorganizationsthatdevelopadvancedgenerativeAIsystemsandthosethatmanageordeploythem,withdifferentexpectationsandcommitmentsforeach.
。InMarch2025,thefederalgovernmentpublishedtheGuideforManagersofAISystems,offeringausefulpracticaltoolforimplementingtheVoluntaryCode.
Thingstodo
•UnderstandthecontentofthestandardsandwhichpartsofthestandardsapplytoyourparticulardevelopmentanduseofAI.
•ConsidertherolethatcompliancewithleadinginternationalAIstandardscanplayinpolicymakingandcontractingforeffectiveandresponsibleAIdevelopment
anddeployment.
9
•WhencontractingandprocuringAItools,considerutilizingthesestandardstocreateobligationsaroundtheeffectivenessandresponsibledeploymentofAI.
•Considerwhetheritistoyouradvantagetofollow,adoptorsignontotheGovernmentofCanada’sVoluntaryCodeofConductonAI.
•Buildflexibilityintopolicies,contractsandprocurementrequirementstotakeintoaccountevolvingstandards.
Usefulresources
•Internationalstandards:
。
ISO/IEC42001–AIManagementSystem
。
ISO/IEC23894–AIRiskManagement
。
NISTAIRiskManagementFramework(AIRMF1.0)
•Canadianframeworksandguidance:
。
EthicalDesignandUseofArtificialIntelligencebySmallandMediumOrganizations,
CIOStrategyCouncil,CAN/DGSI101:2025
。
VoluntaryCodeofConductforGenerativeAI
。
GuideforManagersofAISystems(2025)
•Commentaryandguidance:
。“
TheroleofISO/IEC42001inAIgovernance
,”Osler,July10,2024
10
Application
andcompliancewithforeignlaws
Thingstoknow
•AIisincreasinglyregulatedacrossjurisdictions.Cross-bordercomplianceiscriticalforcompaniesoperatingglobally,especiallywhereAIsystemsmaybeclassifieddifferently(e.g.,“high-risk”intheE.U.butnotinCanada).
•TheE.U.’sArtificialIntelligenceActistheworld’sfirstcomprehensiveAIregulation.It
introducesarisk-basedframework.SomeAIsystemsandpracticesareprohibited,specificrulesapplytoidentified“high-risk”AIsystemsandgeneralpurposeAImodels,and
transparencyrequirementsapplytocertainAIsystemsconsideredtobelowrisk.TherulesarebeingphasedinbetweenFebruary2025andAugust2026.OnJuly10,2025,theEuropeanCommissionpublishedTheGeneral-PurposeCodeofPractice,avoluntarytooltoassistdevelopersofgeneralpurposeAImodelstocomplywiththeAct.
•U.S.AIpolicyremainsfragmented.Whilesomesector-specificrulesexists,thereisnobroadlyapplicablefederalAIlaw.Whilesomestatelawshavebeenenacted,Congressisconsideringtheenactmentofa10-yearmoratoriumonstate-levelAIlegislation.
•CanadahasbeenanactiveparticipantinvariousinternationalinitiativesinrespectofAI,includingthecreationofstandardsemphasizinghumanrights,accountability,andinteroperability.Theseinitiativesinclude:
。theOECD’sRecommendationoftheCouncilonArtificialIntelligence(whichsetsoutthefirstintergovernmentalstandardaddressingAI,whichistobeusedbymemberstoshapepoliciesandcreateanAIriskframeworkacrossjurisdictions)
。theUNESCORecommendationontheEthicsofArtificialIntelligence(whichaddressesethicalissues)
•CanadaisafoundingsignatoryoftheCouncilofEuropeFrameworkConventiononAI,thefirstlegallybindinginternationaltreatyonAI,focusedonhumanrights,democracy,andtheruleoflaw.
Thingstodo
•IdentifywhereyourAIsystemsaredeveloped,deployed,orsold,anddetermineifyouaresubjecttoforeignregulatoryregimessuchastheE.U.AIAct,U.S.sectorallaws,ortreaty-basedobligations.
•ConsiderAIprocurementstandardsandmodelclauseswhencontractingwiththird-partyAIdevelopersorvendorsandconsiderreferencingmodelprocurementstandards(e.g.,E.U.modelclauses)tomitigatelegal,operational,andreputationalrisks.
11
•AssessAIsystemclassificationunderapplicableforeignAIregulations:
。Determineifyoursystemfallsunder“prohibited,”“high-risk,”or“limited-risk”categoriespursuanttotheE.U.’sAIAct.
。Preparetoimplementtechnicaldocumentation,conformityassessments,andhumanoversightforhigh-risksystems.
•ConsideraligningyourAIpracticeswithinternationalstandardstodemonstrateproactivegovernanceandreducecompliancefrictionacrossjurisdictions.
•Implementinternalcomplianceprogramsthatintegrateinternationalstandards(suchasISO/IEC42001andNISTAIRMF)tocreateagloballycompatibleAIgovernanceframework.
•MonitorinternationaldevelopmentsinAIregulationandcoordinatelegalstrategiesacrossjurisdictions.
Usefulresources
•Nationalandinternationallegalframeworks:
。
EUArtificialIntelligenceAct
,EuropeanUnion,inforce2024
。“
TheGeneral-PurposeAICodeofPractice
,”EuropeanCommission,July2025
。“
ModelArtificialIntelligenceGovernanceFramework:SecondEdition
[PDF],”PersonalDataProtectionCommissionSingapore,Singapore,2020
。
TheBasicActontheDevelopmentofArtificialIntelligenceandtheEstablishment
ofTrust
,SouthKorea,inforce2026
。
InterimMeasuresfortheManagementofGenerativeArtificialIntelligenceServices
,China,2023
•Multilateralandtreaty-basedinitiatives:
。
CouncilofEuropeFrameworkConventiononAI
[PDF]
。“
RecommendationoftheCouncilonArtificialIntelligence
,”OrganisationforEconomicCo-operationandDevelopment,2024
。“
RecommendationontheEthicsofArtificialIntelligence
,”UNESCO,2021
。“
StatementontheRoleofDataProtectionAuthoritiesinFosteringTrustworthyAI
,”OfficeofthePrivacyCommissionerofCanada,October2024
12
Copyright
Thingstoknow
•CanadiancopyrightlawdoesnotprovidespecificrulesforAIsystems,butexistingprinciples—especiallyrelatingtoauthorship,reproductionandfairdealing—arerelevantwhenAItoolsaredeveloped,trained,anddeployed.
•AuthorshipandownershipofAI-generatedworksisanopenlegalquestioninCanada.Thedefaultruleisthattheauthoristhefirstownerofcopyright(subjecttocertain
exceptions).Thereisnodefinitionof“author”inCanada’sCopyrightAct,butcopyrightjurisprudencesuggeststhatanauthormustbeanaturalperson.
•Textanddatamining(TDM)exemptionsarenotexpresslyidentifiedwithinthe
CopyrightAct.WhileTDMmayarguablybejustifiedunderafairdealingexceptiontoinfringement,thelegalstatusofTDMactivities,includingthereproductionofworkstocreatedatasetsfortrainingmodels,isunsettled.
•FairdealingprovidesapotentialdefenseforcertainusesofcopyrightedmaterialbyAIdevelopers.Canadiancourtshavenotruled,however,onwhetherlarge-scaleAItrainingconstitutes“research”withinthemeaningoftheexception.Thefairdealingexceptionappliesonlytocertainenumeratedpurposes,includingresearch,privatestudy,criticism,reviewandnewsreporting.Toqualify,thedealingmustalsobe“fair”basedonamulti-factoranalysis.
Thingstodo
•Ifyouaretrainingamachinelearningmodel,evaluatewhetherthesourcematerialisprotectedbycopyrightandwhetheryourusecouldbecoveredunderthefairdealingexception.Whenpossible,seeklicensesorusepublicdomain/openlylicenseddata.
•IfyouaredeployinganAImodel,beawarethatoutputmayinfringethird-partyrightsifthemodelreproducessubstantialpartsoftrainingdata.
•Ifyouarefine-tuninganAImodel,assesscopyrightcomplianceinlightofthenewdatasetsandoutputs,particularlywherefine-tuningmayleadtomemorizationoroutputsimilarity.
•IfyouaredeployinganAIsystem,anticipaterequirementstomakecopyright-related
representationsandwarrantiesincommercialcontracts.Representationsmayinclude
thatyoursystemdoesnotinfringethird-partyrightsandthatappropriatepermissionsorlicensesareobtained.
13
Usefulresources
•“
ConsultationonCopyrightintheAgeofGenerativeArtificialIntelligence
,”Innovation,ScienceandEconomicDevelopmentCanada,2023
•“
WhyAIcouldmeanmorework,notless,forcopyrightlawyers
,”LawTimes,March12,2025
•“
TimetotalkaboutownershipofAI-generatedintellectualpropertyassets
,”Osler,December13,2021
14
PrivacyconsiderationswhendevelopingAI
Thingstoknow
•CanadianprivacylawsapplytothedevelopmentofAIifpersonalinformationis
processed,forexample,ifpersonalinformationisusedtotrainanAImodel,ifanAImodelorsystemprocessespersonalinformation,orifanAImodelorsystemgeneratesoutputthatincludespersonalinformation.
•“Personalinformation”isbroadlydefinedunderCanadianprivacylawsandincludes
informationthatcanbeusedaloneorincombinationwithotherinformationtoidentifyanindividual.
•Unlikeunderprivacylawsinsomejurisdictions,suchastheEuropeanUnion,Canadianprivacylawsareconsent-basedwithlimitedexceptionstoconsentanddonotincludea“legitimateinterests”legalbasisforprocessingpersonalinformation.
•Publiclyavailablepersonalinformationissubjecttoconsentandotherobligationsunderprivacylawswithlimitedexceptions.
•Itisuncertainwhetherortowhatextent“impliedconsent”mayberelieduponaslegalauthorityforcollectingorusingpersonalinformationtotrainanAImodelorgenerateoutput,orwhetherconsenttousepersonalinformationtotrainanAImodelorgenerateoutputcanbemadea“conditionofservice”(withnoabilitytooptout).
Thingstodo
•Identifyanddocumentyourlegalauthority(i.e.,consentoranexceptiontoconsent)forcollectingandusingpersonalinformationtotrainanAImodelorgenerateoutput.Whenrelyingonconsent,ensurethattheconsentisvalidandmeaningful.Whensourcing
personalinformationfromathirdparty,obtainassurancesthattheinformationwas
collectedlawfullyandthethirdpartyhasauthoritytodiscloseittoyoufortheintendedpurposes(e.g.,AImodeltraining).
•Rememberthat,withlimitedexceptions,publiclyavailablepersonalinformation,
includinginformationpublishedonline,issubjecttoprivacylawsinCanada(includingwhensubjecttoanexceptiontoconsent).
•Beopenandtransparent(e.g.,inyourpublicly-postedprivacypolicyanduserflows)aboutwhat,how,whenandwhypersonalinformationiscollected,usedordisclosedduringdevelopment,trainingoroperationoftheAImodelorsystem,andprovidethisinformationinanunderstandablemanner.DiscloseanyknownlimitationsabouttheaccuracyofAIoutputs(e.g.,ageofdatausedtotrainthemodel)andanyknownor
likelyrisks.
15
•Collect,useanddisclosepersonalinformationonlyfordocumented,legitimateandappropriatepurposes.
。DonotusepersonalinformationtodevelopordeployAIsystemsforpurposesthatviolate“no-gozones”identifiedbytheOfficeofthePrivacyCommissionerofCanada,
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