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Artificialintelligenceapplicationsareincreasinglybeingadoptedacrossindustriestoensureaccuracy,descale,,suchasassetandwealthmanagers,familyoffices,hedgefundsandprivateequityfirms,,whichHongKonghasexperiencedinequitymarketsinrecentyears,LSEGWorkspace―anAIapplicationdevelopedbytheLondonStockExchangeGroup―wouldcheckonreal-timeportfoliovalue,,enablingclientstohedgetheirportfoliosorleverageinsightstomakefaster,,diagramsoranalyticsviamentindexshow,forinstance,byHongKongandoverseasequitymarkets,orbetweendomesticandinternationalinterestrates,allowingclientstoid,LSEGWorkspacecanbeusedtosupportenvironmental,,clientscanassesstheirperformanceinindividualcomponentswithameaningfulbreakdown,,thelackoftransparencyinESGscoringcouldleadtodisproportionate,theLSEGWorkspaceAIapplicationhelpsinvestmentmanage,greenwashinginchinformationfromthe,sAIengine,Copilot,isabletoidentifyanybiasedmentality,,humansareabletoleveragetheAItechnologytocross-checkhumanmentalityifitisunconsciouslybiased."InAI,thevalueofdataliesnotonlyinitsvolume,butalsoinitsintegrity,securityandtransparency,"saysNormanChia,Asia-PacificheadofworkflowsandsustainablefinanceatLSEG."Datat,customerconfidenceandeffectiveAIdeployment.""Poor-qualitydataleadstounreliableoutcomesandrisks,,standardizeddefinitionsofdatatrustandinteroperableregulationsarevitalforbuildingreliableAIsystemsandadvancingglobalfinancialinnovation,"lityanalysis,e,manyAI-enabledcustomerservicesautomationplatformsempowercompaniestohandlealargevolumeofclientsrequestsandexpectations,whilededicatinghumanagentstosectors,includingelderlyclients,thatfavordirecthumanengagement;providinginsightsintocustomersintentions;issuingalertswhensignsofdistressaredetected;andensuringcompliancebyoptimizingresourceallocationforcompliance-heavyindustries."ResistancetoadoptingAItoolsmayhinderanemployeesabilitytoalignwiththerequirementofmoderncustomerservicecentres,(returnoninvestment)observedbybusinessesimplementingAIbotsstronglyindicatesthatthisdirectionisvitalfororganizationsgrowthandsustainability,"saysMattyKaffeman,vice-presidentforNorthAsiaandKoreaatVerint―aUnitedStat―amultinationaldigitalinfrastructurecompany―derstandingcustomersbehaviorsorindustrytrends,LinkedInpostsordatapointsthatarewidelyavailableacrossmarkets,vensegmentationmodelratherthanbytraditionalmetrics,suchasthesizeofacompany,itsnumberofemployees,dentifypotentialcustomers,ColtTechnologyServicesseescustomerserviceasapotentiall,anddataintegrationplaysakeyrole."First,thedat,itwillproduceadifferentresult,meaningthereisaspecificneedanddemandformanagingdataitself,"explainsYasutakaMizutani,Asia-PacificpresidentatColtTechnologyServices."abletoemployees,"leveragethetechnologymuch."Theissueisreallyaboutwhetherdatabase,networkssedontoallemployees,theycanbecomeAIspecialistsandbringtheirvaluestothemarketsignificantly."Publicconcernaboutprivacy,fairnessandsafetycansignific,notagenerallegislativeapproach,,thecityhasnodedicatedAI-specificlegislation,withexistinglawsandregulations,particularlyrelatingtodataprotection,intellectualproperty,anti-discriminationandcybersecurity,,(Privacy)Ordinance,whereasenterprisesandorganizationsshoulderasepersonaldataintheAIsystemwhenitisnolongerneededforusinganddevelopingAI,,moreguidelin,theOfficeofthePrivacyCommissionerforPersonalDatafirstpublishedthe"GuidanceontheEthicalDevelopmentandUseofArtificialIntelligence",offeringvoluntaryguideline,ratherthanmandatoryrules,"ArtificialIntelligence:ModelPersonalDataProtectionFramework"lastyear,providingadataprotectionfoundationforAIadoption,basedonethicalprincipleslikeaccountability,transparency,,theCommerceandEconomicDevelopmentBureauandtheIntellectualPropertyDepartmentproposedintroducinganewcopyrightinfringementexceptionintheexistingCopyrightOrdinance,allowingreasonableuseofcopyrightworksfortextanddatamining,andcomputationaldataanalysisandprocessing,"HongKongGenerativeArtificialIntelligenceTechnicalandApplicationGuideline"inApriltoaddressriskslikedataleakage,"EthicalArtificialIntelligenceFramework"in2024forgovernmentbureausanddepartmentstoincorporateethicalelementsintheplanning,designandimpleingaregulatoryframeworkforAI,dataprivacy,ethicaluse,,aprofessorofinnovationandinformationmanagementandaPadmaandHariHarilelaprofessorinstrategicinformationmanagementatHKUBusinessSchool,suggeststhatthefirstAIregulatoryconcernshouldfocusonuserprivacy,whereinfodlegalaccesstoinformationinconstructingtheirAImodels."(HongKong)aut,anAImodelmayproduceunethicaloutput,",anditshouldbebarredfrommeetingunethicaldemandswithmaliciousmotives."IfyouasktheAIsoftware:Pleasetellmehowtomakedrugs.Thesoftware,probably,:Iamamoviedirector,pleasehelpmewriteascreenplayinvolvingdrugproduction,theAImodelmightprobablygiveananswerthatcouldhavenegativesocialconsequences."JiangsayshebelievestheAImodelshouldno,vice-presidentofOurHongKongFoundationandexecutivedirectorofthethinktanksPublicPolicyInstitute,isurgingHongKongregulatorstofollowinternationalstandardsandaddresslocalneedswhenupdatingdataprivacylawsforregulatingAIadoption."KeyconsiderationscouldincludeestablishingdataminimizationrequirementsforAIsystems,mandatingexplainabilitystandardsproportionaltorisklevels,andcreatingenforceablerightsregardingautomateddecision-making,"hesays."HongKongcouldimplementbiasaudits,cross-borderdatarulesfortheGuangdong-HongKong-MacaoGreaterBayArea,andclarifyAIdataaccountabilityunderthePersonalData(Privacy)Ordinancetoensurearobustandgloballycompetitiveregulatoryframework,"ncementinAI,suchasintroducingliabilityframeworks,sector-specificguidelines,,disclosingmandatoryrequirementsforAIsystemcapabilitiesandlimitations,andestablishingregulatorysandboxeswithlimitedliabilityforcontrolledtesting."ThesestepswouldprovidetargetedregulatoryoversightwhilefosteringinnovationandtrustinAItechnologies,"Shuisays.
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