体系化人工智能

Holistic Artifical Intelligence

中国移动韩雪博士

China Mobile Dr. Xue Han

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01 中国移动人工智能之旅 China Mobile' s Journey of Al and Deliveries

Our Journey and Deliveries on China Mobile Al - JlUTIAN中国移动九天人工智能之旅及成果

Consistent Stratgy /and stron g leadership

10Years年发展

255miion

1500+

R&D Staff

2.43miion

BG Customers 政企客户

AI核心算法和技术人才

Maj rReforms科研机制改革

Families 家庭客户

TrillionAPI Calls调用量

985miion

Consumers 个人客户

BillionValue Creation(RMB)赋能价值 (元)

129/742

Papers &Patents论文和专利

JIUTIAN Al for Better Life, Your Home for the Best Al Experience 九天服务高品质生活

5GNeW Calling

Empowers the upgrade of basic calls to a new ecosystem of communication experiences and information service

10086 Customer
Service
Utilizing foundation Model
technology, and combine with
tremendousamountof servicedata
and experience knowledge.
Exclusively improve service
efficiency and user experience

Home Market

Conversational Recommendation System & InteligentViewingCompanionship

Conversational Recommendation& Video Watching Companion

Captures the dynamic preferencesand interests of users by building large

companionship during watching a movie

Auto-videocommentary

Diverse styles of commentary text can be automatically generated and displayed with the original movie

Every one benefits from our Al ecosystem, today and in the future.

JIUTIAN Al Serves Industries for Digital and Intelligent Transformation

九天-AI助力产业数智化转型

Bright Kitchen

Supervise food safety through intelligent video surveillance of merchant chefs. Accumulatedaccessto 90o0 videos+

Digital Government
Buildasmartcityplatformtoprovidedigital governmentservices.Served25million people in Gansu

Industrial Quality Inspection Platform
70%+improvement inquality inspectionefficiency of photovoltaic cells.Reduce the workload of workers
Automated Steel Rolling

5G+Al empowersautomated steel conversion, resulting ina15%increaseinsteelconversion efficiencyRoughing processincreasesenergyby over30000tonsperyear

5G Smart Container Truck

Automated drivingand intelligent scheduling of container trucks, Reduce production safety risks
Jiutian Bisheng Platform
九天·毕昇一站式人工智能学习和实战平台备于中移九天保度学习平，为A/学习看指供克净的GPU藏力，本画的数图和学习

Providing Al educationand research cloud platforms forover 200universities,vocational colleges,and high schools

Smart Healthcare

Providing hospitalsand variousmedical institutions with5Gsmartoperationroom,medicalAlresearch platforms,intelligenttriage,andmedical insurancerisk control solutions.

Working with many incredible partners， to build remarkable experiences with our Al technologies

JIUTlAN Holistic AI,Powerful Next Step for Autonomous Network 九天赋能自智网络

China Mobile Set a Goal for 2025: L4 Autonomous Network中国移动计划一年一个台阶，全网自智网络平均水平2025年达到L4级

Unit Intellige nce

Process Intellig ence

Intelligent Platform

线

Systematic Intelligence

2025

14&山

2023-2024L3-L4

2021-2022 L2-L3

ITU AI/ML in 5G Challenge: China MobileNetwork

"China mobile is widely recognized as

Topology Optimization Competition Question

the mostadvanced AN-enabled CSPin

Analysis

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

the world." -- TMF

中国移动已公认成为最领先的

自制网络运营商

Applications of Autonomous Network powered by JlUTlAN Al techs 自智网络典型应用

Intelligent Optimization of 5G Antenna Weighting 5G天线权值优化

Identifyingarchitectural features, selectinga heuristic optimization algorithm as the optimization approach, using user distribution as input, the model outputs the corresponding optimal subbeam weighting combination

Jiutian Intelligent Energy Saving Solution of 5G Base Station 5G基站智能节能

The intelligent energy saving of 5G Base stations system has been integrated into 15 million cell sites nationwide under China Mobile, saving an average of approximately 3 billion kWh of electricity annually

5G Base Station Acceptance and Integration 5G基站验收入网

By Using Al image
recognition technology, China Mobile achieved intelligent acceptance for 5G macro sites, 5G small base stations,
and indoor distributed antenna systems (DAS) in new construction
and expansion
processes

Leading Open Source and Standard Collaboration 开源标准协作，引领产业发展

Coordinating Standards Development 协同标准研发

TMFAN Working Group

ITU Network Al

3GPP

ETSI

[ETF

Target Architecture, General Technology (TMF, ITU) 目标架构,通用技术

Domain Model, Domain Interface(3GPP, ETSI, IETF)

领域模型，领域接口

Guiding community direction引领社区发展方向

LFN Board directorLFN董事会主席

• ONAP TSC vice chair

ONAP TSC副主席

Providingreference implementations 提供网智参考实现

General intent PoC

Increasing team influence 持续提升团队影响

通用意图实现项目

Code contribution:10K+

代码贡献量：10K+

·Top Achievement Award

优秀案例奖

. Code Improvements Award 质量提升奖

03 Contributing Best Practice贡献最佳实践

TMForum: China Mobile is widelyrecognizedas the mostadvanced AN-enabledCSPintheworld

Standard Projects

Standard Contributions

Leadership Roles

500+

10+

White papers

Proportionof leading autonomous network standard projects

86%

FutureNet
world awards
Future运营商大
奖
TMF
excellence
awards
TMForum卓
越奖

40+ Standards， 500+ Contributions， 10+ Leadership roles， 11 White papers
40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

D2中国移动AI-九天：主要特色

Main Features of China Mobile Al - JlUTIAN

continuously advancing our Al technologies

Main Features of China Mobile AI - JlUTIAN中国移动九天人工智能特色

润物细无声 Acompany and Grow with Customers

5G AI共生 Al for 5G, 5G for Al 授人以渔 Models, Platforms, Tools, People

Big Loop Al 大闭环

Atomized AlAI能力原子化重构体系化人工智能

Holistic Al

Network Native Al网络原生

Trusted Al安全可信规模化赋能价值

Big Value

科技创新

Technology Innovation

Full-range Elements 全要素运营

Broad Scenarios 全场景供给

Main Features of China Mobile Al - JlUTIAN中国移动九天人工智能特色（一）

Wide Area Connection & Typical Scenarios of Industries Intelligence

Al for 5G，5G for AI
5G AI共生
Services centered around
you

Smart Governance

Smart Healthcare

Smart Transportation

Connetct to one of the Biggest mobile network in the world, where everything works better together

Main Features of China Mobile Al - JlUTIAN中国移动九天人工智能特色（二）

Co-Construction 共建

LM Ecosystem 大模型生态

JIUTIAN·HAISUANGoverment Affairs LM九天·海算政务大模型

JIUTIAN·Medical LM九天·医疗大模型

LMTechnology Collaboration

大模型技术合作

LM Intelligent Computing INfrastructure Collaboration

大模型智算基础设施合作

Collaborative Construction of LMs

大模型共建合作

LM Standard Collaboration

大模型标准合作

Main Features of China Mobile Al - JIUTIAN中国移动九天人工智能特色（三）

The Next Generation System of JIUTIANFundation Models中国移动人工智能大模型体系

Large Industry Modei

Industry Applications

Foundation Model

Support

Governance...Industry ...livelihood..Telecom

Derive

LLM LVM ALMLSDM MLLM

JIUTIAN Al PlatformsandInfrastructure九天AI平台与工具

Al Talent Cultivation AI人才培养

Flexible Services

MaaS

PaaS

laaS

Diverse Algorithms

heterogeneous computing services

Models,Platforms,Tools，available for people to engage with directly 授人以渔

Main Features of China Mobile Al - JiUTIAN中国移动九天人工智能特色（四）

Four Features of HAl 体系化AI特征

HAl Operation System体系化AI运营体系

Atomized

Decomposition

（AI能力原子化重构）

Network Native Al（网络原生）

Big Loop Al（大闭环）

Trusted AI（安全可信）

Small Small Small Small Model1 Model2 Model3 Model 4

Infrastructur Netw Computing Data

DataSecurity

数据安全

Model Security

模型安全

Transmission Security传输安全

Operational Security运营安全

Latest step in our decade long journey to bring Al in more flexible and responsible ways to billions of people

中国移动 Global Al Conference
China Mobile GAIC 2023
3走向未来
Heading for the Future

Holistic Al Powered Intelligence Operation 基于体系化AI的智力运营

Model Supplier供给者

Model Hub Host汇聚者

Intelligence ServiceOperator 运营者

Full-range Elements Broad Scenarios

全要素全场景

Drive transformations,easy and scalable to innovate with Al Connect the innovation with the needs of everyone

韩雪：体系化人工智能-17页-WN10