Barack Obama, Black Pink, Chris Martin, Richard Branson, and the late Queen of England. How are they relate to this girl on the right hand side of the picture. Have a guess.I will reveal the answer later in my talk. I've had a fancy career. In the last two decades, I built multi-million dollar private client businesses for the world's top luxury brands.My job was to grow teams that strive in relationship building with the top 1% of the luxury clients. We work very hard to create memorable customer experienc ...

Core Viewpoint - The article emphasizes the critical importance of "special characteristics" in the automotive industry, which are essential for ensuring product safety, compliance, and customer acceptance. Ignoring these characteristics can lead to severe consequences, including safety hazards, legal liabilities, and damage to brand reputation [1][2]. Group 1: Definition and Importance of Special Characteristics - "Special characteristics" refer to critical points in a product that require special attention and strict control, distinguishing them from ordinary characteristics [3][4][5]. - In the automotive industry, special characteristics are vital for safety, regulatory compliance, assembly, and functional performance, necessitating a rigorous management system [6]. Group 2: Identification of Special Characteristics - Special characteristics are identified based on two main sources: customer specifications and the manufacturer's own expertise [7][8]. - Customers, such as automakers, specify which characteristics must be controlled, often related to safety regulations and assembly requirements [7]. - Manufacturers should also proactively identify critical characteristics based on their design and manufacturing experience, even if not explicitly requested by the customer [8]. Group 3: Management of Special Characteristics - Effective management of special characteristics involves a complete chain from customer requirements to on-site control, ensuring that critical features are monitored and maintained [9][14]. - Management is divided into two levels: documentation management and on-site execution [14]. - Documentation must clearly indicate special characteristics using standardized symbols, ensuring all relevant personnel are aware of critical control points [15]. - On-site control requires continuous monitoring of special characteristics through statistical methods to ensure they remain stable and under control [16][21]. Group 4: Implementation of Management Practices - The management of special characteristics should form a closed-loop system from design to production, ensuring that customer requirements are fully integrated into the manufacturing process [17]. - The process begins with comprehensive risk analysis based on customer specifications, followed by accurate documentation and continuous monitoring during production [18][19]. - On-site personnel must be provided with clear, actionable procedures to ensure effective execution of management practices [20][22].

周三，DeepSeek在微信群发布帖子称，DeepSeek R1模型已完成"小版本试升级"，欢迎前往官方网页、APP、小程序测试（打开深度思考），API 接口和使 用方式保持不变。 DeepSeek R1模型在语义理解精准性、复杂逻辑推理、长文本处理稳定性等方面进行了强化。 DeepSeek并未提供本次更新的更多细节。有网友测评后称，感觉模型的理解能力上了一个层次： 感觉模型的理解能力上了一个层次，比如激活参数部分，R1可以制作交互动画来展示，另外关键信息的逻辑也非常清晰。 编程能力也大幅提升，有网友测评后感叹，太吓人了，1000多行代码一次搞定，没有bug。 还有网友称，编程能力可以和"编程新王"Claude 4一较高下。 随着人工智能竞争升级，DeepSeek发布R1模型更新版。 R1的异军突起引发了全球科技股暴跌，因为投资者开始质疑，是否还需要像微软等硅谷巨头那样投入巨资构建突破性的AI模型和AI服务。 前几个月R2频传要发布 证券时报指出，自以上V3模型的小版本升级之后，DeepSeek的热度就开始下降，使用率也有所回落，并且引发了一些质疑。当前，市场最关心的依然是R2模 型发布。 今年2月，有媒体称 ...