分类：AI大模型

The large-scale application of sodium-ion batteries by 2026 is expected to significantly reduce energy costs and enhance power stability for AI computing centers, potentially accelerating AI infrastructure deployment in China. (到2026年，钠离子电池的大规模应用预计将显著降低AI计算中心的能源成本并提升供电稳定性，可能加速中国AI基础设施的部署。)

English Summary: The article discusses the potential impact of sodium-ion battery technology's large-scale adoption by 2026 on AI computing centers, highlighting how this energy storage innovation could address power reliability, cost efficiency, and sustainability challenges in high-performance computing environments. (中文摘要翻译: 本文探讨了钠离子电池技术预计在2026年大规模应用对AI计算中心的影响，重点分析了这一储能创新如何解决高性能计算环境中的电力可靠性、成本效益和可持续性挑战。)

AI predictive models are revolutionizing the power battery industry by enhancing efficiency, safety, and sustainability through data-driven insights and optimization. (AI预测模型正通过数据驱动的洞察和优化，提升动力电池产业的效率、安全性和可持续性，引领产业变革。)

This article outlines the compliance requirements for implementing generative AI in organizations, focusing on data security, bias mitigation, and regulatory adherence. It highlights Microsoft's AI tools and strategies for minimizing risks while maximizing benefits, including privacy protection, performance evaluation, and the use of techniques like Retrieval-Augmented Generation (RAG) to ensure accuracy and reliability. (本文概述了在组织中实施生成式AI的合规性要求，重点关注数据安全、偏见缓解和法规遵从。文章强调了微软的AI工具和策略，旨在最小化风险并最大化收益，包括隐私保护、性能评估以及使用检索增强生成（RAG）等技术来确保准确性和可靠性。)

English Summary: Claude Code is an AI-powered terminal coding assistant that raises security and compliance concerns regarding data collection, usage policies, and privacy safeguards in enterprise environments. (中文摘要翻译: Claude Code是一款AI驱动的终端编码助手，其数据收集、使用策略和隐私保护措施在企业环境中引发了安全合规方面的担忧。)

The 'China Artificial Intelligence Application Development Report (2025)' comprehensively outlines the development landscape of AI applications in China, highlighting six technological innovation trends, five new application scenarios, and four observations on industrial intelligence. It emphasizes the need to strengthen AI infrastructure and improve governance frameworks to ensure security. (《中国人工智能应用发展报告（2025）》全面勾勒了中国人工智能应用的发展全景，重点阐述了六大技术创新趋势、五大新应用场景及产业智能化四大观察，强调需强化AI基础设施、完善治理框架以筑牢安全底线。)

Agent Cowork is an open-source desktop application that serves as an AI collaboration partner for programming, file management, and task automation, providing visual feedback and session management without requiring Claude Code installation or SDK knowledge. (Agent Cowork是一款开源桌面应用程序，可作为AI协作伙伴用于编程、文件管理和任务自动化，提供可视化反馈和会话管理，无需安装Claude Code或掌握SDK知识。)

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English Summary: This comprehensive guide analyzes Claude AI Skills security protocols, progressive disclosure architecture, and best practices for technical implementation. It covers skill creation workflows, security vetting procedures, enterprise deployment considerations, and comparisons with alternative approaches like MCP and system prompts. 中文摘要翻译：本指南全面解析Claude AI技能的安全协议、渐进式披露架构及技术实施最佳实践。涵盖技能创建工作流程、安全审查程序、企业部署考量，以及与MCP、系统提示等替代方案的对比分析。