韩雪：体系化人工智能

Global

AI

ConferenceGAIC

2023HolisticArtificalIntelligence中国移动

韩雪博士ChinaMobile

Dr.

Xue

HanGlobal

AI

ConferenceGAIC

2023ChinaMobile'sJourneyofAIandDeliveriesGlobal

AI

ConferenceGAIC

2023M

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j

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rConsumersReforms科研机制改革个人客户年发展AI

核心算法和技术人才BGCustomers政企客户API

Calls调用量Value

Creation（RMB）赋能价值（元）P

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p

e

r

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&Patents论文和专利Families家庭客户Global

AI

ConferenceGAIC

2023ConsumerMarketHome

MarketConversationalAuto-video-commentary5G

NewCalling10086

CustomerRecommendation

&Video

WatchingCompanionServiceUtilizingfoundationModeltechnology,andcombinewithtremendousamountofservicedataandexperienceknowledge.EmpowerstheupgradeofbasiccallstoanewecosystemofcommunicationexperiencesandinformationserviceCapturesthedynamicpreferencesandinterestsofusersbybuildinglargeDiversestylesofcommentarytextcanbeautomaticallygeneratedanddisplayedwiththeoriginalmovierecommendationmodels,andprovidescompanionshipduringwatchingamovieExclusivelyimproveserviceefficiencyanduserexperienceGlobal

AI

ConferenceGAIC

2023Bright

KitchenDigital

GovernmentIndustrial

Quality

Inspection

PlatformAutomated

Steel

Rolling5G

Smart

Container

TruckJiutian

Bisheng

PlatformSmart

HealthcareSupervisefoodsafetythroughintelligentvideosurveillanceofmerchantchefs.Accumulatedaccessto90,000videos+Buildasmartcityplatformtoprovidedigital

70%+

improvementinqualityinspectionefficiency5G+AIempowersautomatedsteelconversion,resultingina15%increaseinsteelconversionefficiency.Roughingprocessincreasesenergybyover30000tonsperyearAutomateddrivingandintelligentschedulingofcontainertrucks,ProvidingAIeducationandresearchcloudplatformsforover200universities,vocationalcolleges,andhighschoolsProvidinghospitalsandvariousmedicalinstitutionswith5Gsmartoperationroom,medicalAIresearchplatforms,intelligenttriage,andmedicalinsuranceriskcontrolsolutions.governmentservices.Served25millionpeopleinGansuofphotovoltaiccells.ReducetheworkloadofworkersReduceproductionsafetyrisksGlobal

AI

ConferenceGAIC

2023China

Mobile

Set

a

Goalfor

2025:L4

Autonomous

Network中

国

移

动

计

划

一

年

一

个

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网

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ScaleBroadIntelligenceIntelligentPlatformProcessIntelligenceHigh

Cost

toMaintain

andOperate2025L3-L4UnitIntelligenceL4Close

loop2023–2024L2-L3DynamicHigh

Cost

toDevelop

andDeploy2021–2022DiverseBusinessNeedsITUAI/MLin5GChallenge:“ChinamobileiswidelyrecognizedasthemostadvancedAN-enabledCSPintheworld.”--TMFChinaMobileNetworkTopologyOptimizationCompetitionQuestionAnalysis网络拓扑优化赛题囊括ITUAI/ML比赛2个金奖，被认定为最具挑战任务中国移动已公认成为最领先的自制网络运营商Global

AI

ConferenceGAIC

20232扫描周期14波束权值ByUsingAIimagerecognitiontechnology,ChinaMobileachievedintelligentacceptancefor5Gmacrosites,5Gsmallbasestations,andindoordistributedantennasystems(DAS)innewconstructionandexpansionTheintelligentenergysavingof5GBasestationssystemhasbeenintegratedinto15millioncellsitesIdentifyingarchitecturalfeatures,selectingaheuristicoptimizationalgorithmastheoptimizationapproach,usinguserdistributionasinput,themodeloutputsthe机械下倾角5机械方位角3功率nationwideunderChinaMobile,savinganaverageofapproximately3billionkWhofelectricityannuallycorrespondingoptimalsub-beamweightingcombinationprocessesGlobal

AI

ConferenceGAIC

2023010203Guiding

community

directionProviding

reference

implementationsIncreasing

teaminfluenceTM

Forum:ChinaMobileis

widelyrecognizedasthemostadvancedAN-enabledCSPin

theworld引领社区发展方向提供网智参考实现持续提升团队影响TMF

ANWorkingGroupITUNetworkAIStandardProjectsStandardContributions3GPPETSIIETF96500+LeadershipRolesWhitepapers10+11l

TargetArchitecture,GeneralTechnology(TMF,ITU)目标架构,通用技术l

GeneralintentPoC通用意图实现项目Proportionofleadingautonomousnetworkstandardprojectsl

LFNBoarddirectorLFN董事会主席l

TopAchievementAward优秀案例奖86%l

Codecontribution:10K+代码贡献量：10K+l

DomainModel,DomainInterface(3GPP,ETSI,IETF)TMFexcellenceawardsl

ONAPTSCvicechairONAPTSC副主席l

CodeImprovementsAward质量提升奖FutureNetworld

awardsFuture运营商大领域模型,领域接口奖TM

Forum卓越奖40+

Standards，500+

Contributions，10+

Leadership

roles，11

White

papers40余项标准新立项，500余篇标准文稿，10+人次行业组织任职，11册白皮书，自智网络标准Global

AI

ConferenceGAIC

2023MainFeaturesofChinaMobile

AI-

JIUTIANcontinuouslyadvancingourAItechnologiesGlobal

AI

ConferenceGAIC

2023Acompany

andGrow

withCustomersHolistic

AINetwork

Native

AI网络原生Big

Loop

AI大闭环Big

Value05AI

for

5G，5G

for

AIModels,

Platforms,Tools,

PeopleAtomized

AIAI能力原子化重构04Trusted

AI安全可信020301Full-range

Elements全要素运营Broad

Scenarios全场景供给Global

AI

ConferenceGAIC

2023Wide

Area

Connection

&

Typical

Scenarios

of

Industries

IntelligenceSmart

FactorySmart

HealthcareSmart

PortSmart

Agriculture5G+AISmart

GovernanceSmart

TransportationSmart

CitySmart

MiningGlobal

AI

ConferenceGAIC

2023大模型智算基础设施合作大模型共建合作大模型标准合作大模型技术合作Global

AI

ConferenceGAIC

2023LargeIndustryModelS

u

p

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t…………D

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r

i

v

eFoundationModelGlobal

AI

ConferenceGAIC

2023AtomizedNetwork

Native

AI（网络原生）Data

Security数

据

安

全TelecomCustomer

serviceHealthcar