of “Digital Network Management and Smart Service operation“ for the Smart Port Platform ， presents real operation scenarios such as port communication and perception network, loading, unloading, transportation to complete remote loading and unloading of containers ； (2) Crane Monitoring : Real-time monitoring of port machinery operating status information, with data collection, analysis, management in multiple dimensions with the help of 5G network, video, sensor and control technology Real-time synergy with the terminal operation system (TOS), enabling remote container loading and unloading

Public administration Manufacturing Agriculture Accommodation and food services Construction and real estate $2,000 $1,500 $1,000 $500 $0 2024 2025 2026 2027 2028 2029 2030 10% 6% 11% 13% 18% which offers 3 Gbps downlink and 200 Mbps uplink speeds, alongside AI- enhanced features such as real-time translation and cloud computing services. The operator aims to have more than 20 million 5G-Advanced logistics. In smart manufacturing, China Mobile has deployed AI-driven industrial IoT platforms that use real-time data from 5G-connected sensors to optimise production lines. In a partnership with a major automotive

Systems (MES) track and document the transforma- tion of raw materials into finished goods, providing real-time production manage- ment to drive enterprise-wide compliance, quality and efficiency. Distributed Monitoring provides seamless connectivity to machines on the plant floor, delivering transparent, real-time operational KPIs like Overall Equipment Effectiveness (OEE). Design & Visualization tools that acquire, process and monitor operating data. Smart Manufacturing is the intelligent, real-time orchestration and optimization of business, physical and digital processes within factories

具身智能目前最⼤的瓶颈在于数据，各层面均处于早期阶段，如何权衡 真实数据和模拟数据，已成为⾏业内发展路径差异的关键分歧 18 信息来源：量⼦位智库，1）Sim2Real（Simulation to Reality）是指将⼈⼯智能模型从模拟环境（simulation）训练中获得的知识和能⼒转移到现实世界（real world）中应用的过程 数据构成 精简度 • 数据规模小：具身智能的数 据积累需要从零做起，数据 稀少，尤其端到端的⾼质量 误差积累 • 成本⾼速度慢， 需雇佣⼤量数采 ⼈员，搭建采集 环境，以⼈/天 为单位采集数据 • 基于虚拟场景模 拟现实中的物理 规则或特定任务 环境（如⼯厂、 家庭） • 中，Sim2Real1的 分布偏移问题难 以解决 • 低成本且更敏捷， 仿真数据的成本、 采集速度远低于 真实数据 • 通过训练其他⼈ 类或者本体的任 务操作类视频进 ⾏学习 • 低，数据质量参 差不齐，需要⼤ 视频 数据 • 真实数据是最佳 选择，仿真数据 主要是出于数采 成本过⾼的现实 选择，⼤部分具 身智能厂商都在 同时使用真实数 据和仿真数据， 但侧重不同 • 仿真路线的核⼼ 是解决Sim2Real 中间的差距，也 需要结合少量⾼ 质量的真实数据 做数据增强 数据积累 规模 数据闭环 成熟度 空间智能概览 自动驾驶 3D⽣成 具身智能 扩展现实（XR） 世界模型 扩展现实（XR）

drive cost advantages through industri- alization, mass production, and concessional finance and real estate. Ever-cheaper Chinese technologies are available all over the world and, absent tariffs and or rooms that no longer need heating due to better insulation and ventilation. But the effect is real. When such shifts scale — through regulation, pricing, or social norms — they materially reduce present rate of investment in AI will probably cool as it becomes apparent that aggregate gains from real-world AI deployment will likely align mainstream productivity ranges rather than a step-change.

数据采集技术路线 03 15 资料来源：量子位智库、浙商证券产业研究院 具身智能的数据采集可分为基于仿真环境数据和基于真是世界数据两种路线。 基于仿真环境的数据采集（Sim2Real） 基于真实世界的数据采集 Sim2Real（Simulation to Reality）—— 在仿真环境中学习技能和策略，并迁移到现实世界中。 • 优势：数据可大规模获取，成本低 • 劣势：对仿真器要求高，仿真环境与真实世界存在差 训练包括预训练及后训练。其中预训练完全基于合成大数据，训练数据 达到了有史以来最大的数据体量——十亿帧「视觉-语言-动作」对，掌握泛化闭环抓取能力、达成基础模型；预训练后，模型可直接 Sim2Real 在未见过的、千变万化的真实场景和物体上零样本测试，全球首次全面展现了七大卓越的泛化能力，满足大多数产品的需求；而针 对特别需求，后训练仅需小样本学习即可迁移基础能力到特定场景，维持高泛化性的同时形成符合产品需求的专业技能。

computing：By deeply embedding computing capabilities into the user plane, near-edge data processing and real-time response are achieved. 2、Dynamic protocol programmability：Enables on-demand customization and O-RAN 联盟对网络智能化的研究主要从架构和接口角度出发，通过设计非实时 RAN 智能控制 器 （ Non-Real-Time RAN Intelligent Controller ， Non-RT RIC ） 和 近 实 时 RAN 智 能 控 制 器 （Near-Real-Time RAN Intelligent Controller，Near-RT RIC）构建能够引入 AI 算法的架构。其中， Multi-Protocol Label Switching 多协议标签交换 Near-RT RIC Near-Real-Time RAN Intelligent Controller 近实时 RAN 智能控制 NF Network Function 网络功能 Non-RT RIC Non-Real-Time RAN Intelligent Controller 非实时 RAN 智能控制器 NR New

coordinate between services and to enable data and process flow across the DX platform, in real time and near real time, with appropriate controls that support both steady-state business operations and exploration

measure for maximum security, it's prudent to create a new Gmail account that does not contain your real name. This ensures that any data you input won't be linked back to your personal or professional identity up to January 2022 in the free version) but the answer is reasonable. While I don't have access to real-time information or specific recommendations, I can provide you with a list of well-known recruitment projects or components of larger projects. This is an opportunity to apply technical skills in a real-world context, and to begin developing leadership skills. Communication Skills Attendance at workshops

a2%b3%e8%bf%9b%e7%a8%8b/. 6 Boston Consulting Group. The Real Cost of Shipping Decarbonization. BCG, 2024, www.bcg.com/publications/2024/real-cost-of-shipping-decarbonization. 38% 31% 31% 很重要 有一定影响