Core Viewpoint - Manus, an AI startup, has completely withdrawn from the Chinese market, disbanding its entire team in China and blocking access to its website from Chinese IPs [1][2][3][4][6]. Group 1 - Manus has transitioned its headquarters to Singapore, indicating a decisive shift away from the Chinese market [8][10]. - The company had previously been viewed as a potential leader in the AI space, akin to "the next DeepSeek," but has now abandoned its Chinese operations just four months after its initial success [7][32]. - All teams in China have been disbanded, with only a small number of employees relocating to Singapore, while many others have left the company [18][44]. Group 2 - Manus's strategic focus has always been on overseas markets, as evidenced by its establishment of offices in California and Tokyo, and its recent recruitment efforts in Singapore [15][25]. - The company has been actively hiring for various technical and non-technical positions in Singapore, offering competitive salaries that can reach up to 180,000 RMB per month [22]. - Despite initial popularity, Manus's monthly active users have significantly declined from approximately 20 million in March to around 10 million by May [41]. Group 3 - The decision to leave China may be influenced by the need to secure funding amidst tightening regulations, as the U.S. Treasury is reviewing a $75 million investment in Manus [50][51]. - Manus's restructuring involves a new corporate structure that may help reduce compliance costs through tax agreements between Singapore and both the U.S. and China [52]. - The situation reflects a broader trend of Chinese companies relocating abroad to navigate regulatory challenges, similar to other companies that have made similar moves [54].

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Core Viewpoint - Microsoft seems to have unintentionally introduced a bug while modifying activation codes, affecting the TSforge ZeroCID activation method for Windows 10/11, leading to its suspension by the MAS team [1][2]. Group 1: Activation Mechanism Changes - The MAS team announced the suspension of the TSforge ZeroCID activation method due to its inability to activate Windows 10/11, attributed to a bug from Microsoft's code modification [1]. - The TSforge activation method was introduced in February 2025, allowing for permanent activation of Windows 10/11 without loss, but was blocked by Microsoft in March 2025 due to its widespread dissemination [1][2]. Group 2: Investigation and Findings - An investigation by WitherOrNot revealed that the hash values stored in cache entries change with each activation status check, indicating potential issues with the SPP authorization files [2][3]. - The current situation suggests that Microsoft is addressing activation issues in a haphazard manner, leading to code quality problems that require fixing, although it does not significantly impact normal activation processes [3]. Group 3: Microsoft's Approach to Piracy - Microsoft appears to be minimally addressing piracy-related activation issues, possibly due to low consumer purchase rates for the operating system, with revenue primarily coming from OEM licensing [4]. - The company seems to prioritize user engagement with Windows 11 over enforcing strict licensing, as the operating system includes numerous advertisements, making the purchase of licenses less critical [4].

Core Viewpoint - The article discusses a controversial incident involving a software engineer, Soham Parekh, who simultaneously held multiple full-time positions at various startups in Silicon Valley, raising ethical concerns about remote work practices and employment integrity [1][10]. Group 1: Incident Overview - Soham Parekh was accused of working for 3-4 startups at the same time, leading to significant backlash in the Silicon Valley startup community [2][4]. - The situation escalated when Suhail Doshi, former CEO of Mixpanel, publicly warned others about Parekh's deceptive practices, claiming that 90% of his resume was fabricated [4][6]. Group 2: Work Performance and Tactics - During interviews, Parekh was highly impressive, often outperforming dozens of other candidates and receiving offers as high as $200,000 annually [7][8]. - After being hired, he frequently went missing, citing various excuses for his absence, including illness and natural disasters, while still being active on GitHub for other companies [8][9]. Group 3: Community Reaction - Many startup founders shared their experiences of being deceived by Parekh, indicating that this type of "job fraud" is rare but has occurred in the high-pressure environment of Silicon Valley [6][9]. - The incident prompted discussions among founders about the challenges of managing remote teams and the ethical implications of employees working multiple jobs [11]. Group 4: Personal Admission and Future Prospects - Parekh admitted to his actions in a podcast, stating that he felt compelled to take on multiple jobs due to financial difficulties, which sparked further debate on the ethics of remote work [10][11]. - Following the controversy, he secured a position as a founding engineer at a startup called Darwin, which is willing to take a chance on him despite the trust issues raised [12].

Core Viewpoint - The article discusses the rapid adoption and impressive capabilities of Elon Musk's Grok4 AI model, highlighting its performance in various tests and comparisons with other models like OpenAI's o3. Group 1: Performance Highlights - Grok4 successfully passed the hexagonal ball programming test, showcasing its ability to understand physical laws [2][12]. - In a comprehensive evaluation, Grok4 outperformed o3 in all eight tasks, including complex legal reasoning and code translation [23][18][20]. - Tim Sweeney, founder of Epic Games, praised Grok4 as a form of Artificial General Intelligence (AGI) after it provided deep insights on a previously unseen problem [9][10]. Group 2: User Interactions and Applications - Users have engaged with Grok4 in creative ways, such as visualizing mathematical concepts and generating SVG graphics, demonstrating its versatility [25][32]. - A user named Dan was able to create a visualization of Euler's identity with minimal interaction, indicating Grok4's efficiency in generating complex outputs [31][26]. - The article mentions a high-level application called "Expert Conductor," which simulates an expert collaboration environment, further showcasing Grok4's potential in problem-solving [54][56]. Group 3: Community Engagement - The article encourages readers to share their innovative uses of Grok4, indicating a growing community interest and engagement with the AI model [66]. - Various users have reported their experiences and findings, contributing to a collaborative exploration of Grok4's capabilities [12][66].

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Core Viewpoint - The development landscape is undergoing a significant transformation with the advent of AI programming tools like Claude Code, which can autonomously handle coding tasks, leading to a redefinition of developer roles and skills required in the industry [1][5]. Group 1: AI Programming Tools Evolution - The initial experience with AI coding tools began with GitHub Copilot, which significantly enhanced coding efficiency by providing context-aware function completions [2][3]. - The emergence of new competitors like Cursor and Windsurf has shifted the focus towards agentic development models, allowing AI to perform complex tasks through iterative processes [3][4]. - Claude Code stands out as a terminal-focused IDE that fully replaces traditional coding environments, emphasizing an agentic approach to development [4][7]. Group 2: Practical Application of Claude Code - A complete macOS application named Context was developed using Claude Code, with 95% of the code generated by the AI, demonstrating its capability to manage the entire development process [1][5]. - The productivity boost from using Claude Code is substantial, allowing projects that previously took months to be completed in a week [5][56]. - The application of Claude Code has led to a reevaluation of the skills necessary for developers, shifting the focus from specific programming languages to problem-solving abilities and system design [5][6]. Group 3: Code Quality and Development Process - Claude Code exhibits a strong ability to write code, often outperforming average developers, and can autonomously handle tasks such as code generation, testing, and debugging [13][14]. - The AI's proficiency in Swift and SwiftUI is notable, although it occasionally struggles with modern frameworks, highlighting the need for user guidance to optimize output [15][16]. - Effective use of Claude Code requires clear specifications and context, as the quality of generated code is heavily dependent on the clarity of the input provided by the user [31][32]. Group 4: Context Management and Feedback Loops - The concept of context engineering is crucial for maximizing the effectiveness of AI tools, as managing the context window can significantly impact the quality of results [24][27]. - Implementing feedback loops allows Claude Code to iteratively improve code quality through testing and debugging, although some manual intervention is still necessary [39][41]. - The ability to generate mock data quickly enhances the development process, allowing for effective UI prototyping even in the absence of real data [44][46]. Group 5: Future of Development Environments - The traditional IDE model is likely to evolve, with future environments focusing on context management and feedback mechanisms rather than conventional code editing features [53][54]. - The integration of AI into development processes is expected to redefine the role of developers, making it essential to adapt to new tools and methodologies [56][57].

鱼羊 发自 凹非寺 量子位 | 公众号 QbitAI 本文经AI新媒体量子位（公众号 ID: QbitAI）授权转载，转载请联系出处 苹果基础模型负责人刚被挖，又一重大高管变动今日官宣。 涉及的是苹果二号人物、一度被视为「库克接班人」的 Jeff Williams （杰夫 · 威廉姆斯） ： 这位COO （首席运营官） 将在本月退休，结束自己在苹果27年的职业生涯。 威廉姆斯的继任者是Sabih Khan （萨比赫 · 可汗） ，后者同样是苹果30年老兵。不过威廉姆斯领导下的苹果设计团队，将直接变为向库克汇 报。 设计团队之外，威廉姆斯还负责苹果供应链，领导着Apple Watch的开发和苹果健康项目—— 过去十多年间，他一直是 苹果的核心决策者之一 。因此，此番人事变动，也被认为是「苹果历史上最重要的事件之一」。 在1998年——乔布斯回归的第二年，他就加入了苹果，任全球采购主管。 2015年，他出任苹果COO。苹果现在的掌门人蒂姆·库克，就是从这一职位上升任CEO的。而过去10多年中，威廉姆斯也是仅次于库克的苹 果第二号人物。 苹果传奇设计师Jony Ive在2019年离职后，威廉姆斯接管了苹果的设计团队 ...