Group 1 - The article discusses various side hustles that individuals have engaged in, showcasing the unexpected demand for services like homework assistance and translation [2][4][5] - Several users shared their experiences of offering services on platforms like Xianyu, highlighting the surprising income generated from simple tasks such as copying homework or translating dialects [3][4][5] - The comments section reveals a community of individuals sharing humorous anecdotes about their side jobs, indicating a trend of monetizing everyday skills [6][9][10] Group 2 - The article illustrates the creativity and resourcefulness of individuals in finding ways to earn extra income through unconventional means [2][3] - It emphasizes the growing trend of gig economy jobs, where people leverage their skills for quick cash, reflecting a shift in how work is perceived [4][5][6] - The humorous tone of the article suggests a lighthearted approach to discussing the gig economy, making it relatable to a wider audience [7][8][9]

Core Viewpoint - Microsoft plans to end free security updates for Windows 10 on October 14, 2025, which will increase vulnerability to malware and cyber attacks for users who do not upgrade to Windows 11 [1][3]. Group 1: Windows 10 Lifecycle - Windows 10 has a service life of ten years, from its release in 2015 to the end of updates in 2025, making it one of the most successful operating systems after Windows XP and Windows 7 [3]. - As of August 2025, approximately 46.2% of global users are still using Windows 10, with an estimated 200 million to 400 million devices unable to upgrade to Windows 11 due to hardware requirements [13]. Group 2: Upgrade Challenges - Microsoft has set high hardware requirements for Windows 11, including the necessity of a TPM 2.0 chip, which many older devices lack, making them ineligible for the upgrade [4][5]. - Users who do not wish to upgrade to Windows 11 may need to purchase new devices, as the current hardware may not support the new system [6]. Group 3: Extended Security Updates (ESU) - Microsoft offers a paid Extended Security Update (ESU) service for Windows 10 users, allowing them to pay $30 (approximately 213 RMB) for an additional year of security updates, with a maximum purchase of three years until October 2028 [7][8]. - The ESU service requires users to have a Microsoft account, which has been a point of contention for many Windows 10 users reluctant to upgrade [9]. Group 4: User Reactions and Criticism - The policy has sparked dissatisfaction among users, with consumer advocacy groups like "Consumer Reports" publicly urging Microsoft to extend the free security update period for Windows 10 [10][11]. - Critics argue that Microsoft's approach is contradictory, promoting Windows 11 for enhanced security while leaving Windows 10 users vulnerable once updates cease [13]. Group 5: Office Suite Support Termination - Microsoft will also terminate support for Office 2016 and 2019 on October 14, 2025, meaning no more security updates or technical support will be provided for these versions [15][17]. - Users are encouraged to migrate to Microsoft 365, a subscription-based service that offers continuous updates and enhanced security features, or to upgrade to Office LTSC 2024 for offline use [18].

Group 1 - The article discusses the flexibility of ByteDance regarding educational background, highlighting that candidates from non-985/211 universities can still secure positions [2][4]. - A list categorizing universities preferred by ByteDance is presented, with a focus on 985 universities and notable 211 universities like Xidian University and Beijing University of Posts and Telecommunications [4]. - The article emphasizes that not being on the preferred list does not eliminate the possibility of getting hired, as candidates can compensate with strong project experience or achievements in competitions [5][6]. Group 2 - The article notes that many candidates have received offers from ByteDance within a short timeframe, indicating an efficient recruitment process [6][8]. - It mentions the use of AI interview preparation tools, which align closely with the interview standards of major tech companies, helping candidates to reduce anxiety and improve their performance [10][11]. - The article outlines the technical interview focus areas for ByteDance, including Java concurrency, Redis, and MySQL transactions, emphasizing the depth of knowledge required [11][12]. Group 3 - The article explains the concept of thread safety in programming, detailing how to ensure that multiple threads can operate on shared data without causing inconsistencies [12][15]. - It describes common thread safety issues such as data races and visibility problems, along with solutions like using locks and atomic classes [16][22]. - The article provides an overview of thread pool usage in Java, including parameters like core pool size and maximum pool size, and discusses rejection policies for handling excess tasks [21][26][28]. Group 4 - The article discusses Redis's performance, noting that it can achieve a throughput of 100,000 operations per second due to its single-threaded design and efficient data structures [29][31]. - It explains the underlying data structures for Redis's sorted sets, including the use of skip lists and the transition from compressed lists to listpack data structures [32][36]. - The article outlines Redis's memory management strategies, including the maxmemory parameter and various eviction policies to handle memory limits [46][48]. Group 5 - The article details the ACID properties of transactions in MySQL, explaining how these properties are maintained through various mechanisms like redo logs and multi-version concurrency control (MVCC) [74]. - It contrasts the read committed and repeatable read isolation levels in terms of how they manage read views during transactions [75].

Core Viewpoint - Microsoft has significantly raised the hardware recommendations for Visual Studio 2026, suggesting at least 64GB of RAM and a 16-core processor to enhance developer experience, despite the minimum requirements remaining unchanged from previous versions [1][2][4]. Group 1: Hardware Recommendations - The minimum and recommended hardware configurations for Visual Studio 2026 are the same as those for Visual Studio 2019 and 2022, which are at least 4GB of RAM and a 4-core processor [2][4]. - The recommendation for 64GB of RAM and a 16-core CPU aims to provide developers with a basis to request better hardware from their IT departments [5][8]. Group 2: Performance Improvements - Visual Studio 2026 is designed to perform better on the same hardware compared to any version released in the past decade, utilizing resources more efficiently [7]. - The new version incorporates adjustments to the .NET garbage collection (GC) settings based on memory and core count, achieving a better balance between hardware cost and performance [6][7]. Group 3: Developer Experience - Developers often receive older hardware configurations, which can lead to suboptimal performance; the new recommendations provide a legitimate basis for requesting upgraded machines [8][9]. - With the official recommendations, developers can more confidently approach their companies for better hardware, potentially reducing issues like lag and crashes, thus improving overall development efficiency [9].

Group 1 - The article discusses the challenges faced by managers who struggle with team leadership and the implications for their career progression [3][4][48] - It highlights the current job market's demand for talented individuals who can significantly contribute to company growth, even at lower salary levels [23][28] - The article reflects on the changing dynamics of recruitment, emphasizing that companies are looking for innovative thinkers rather than just a large pool of candidates [22][28] Group 2 - The article mentions the humorous and relatable experiences of individuals in their daily lives, particularly focusing on family interactions and the quirks of parents [60][70] - It illustrates the generational differences in communication and expectations between parents and children, often leading to comedic situations [62][68] - The content emphasizes the importance of understanding and empathy in familial relationships, showcasing the lighter side of these interactions [64][70]

Core Viewpoint - The recent surge in discussions about "Alipay account authorization management" highlights the importance of user awareness regarding personal data sharing and the need for regular audits of authorized applications [1][2]. Group 1: User Authorization Insights - Users have discovered a significant number of applications authorized through Alipay, with some individuals reporting up to 171 authorization entries dating back to 2015 [2][4]. - The authorized applications primarily fall into two categories: e-commerce services and transportation-related mini-programs, with some authorizations traceable to a decade ago [4][9]. Group 2: User Guidance and Recommendations - Alipay customer service recommends that users regularly clean up authorizations for applications that are infrequently used or no longer in service, such as those related to temporary services like hotel charging or transportation mini-programs [6][11]. - The process for revoking application authorization is straightforward and can be done through the Alipay app by navigating to the "User Protection Center" [7][9]. Group 3: Privacy and Data Security - Alipay emphasizes its commitment to user privacy and data security, stating that third-party applications can only access user information after explicit user consent, adhering to principles of "user explicit authorization" and "minimization" [11][12]. - Users are also advised to be cautious of the "no-password payment/automatic deduction" feature, which can lead to unintended charges even after an application has been uninstalled [12][14].

Core Viewpoint - The article discusses the humorous and relatable experiences of individuals navigating daily life and work, highlighting the fast-paced nature of modern life and the comedic aspects of mundane situations [19][21][47]. Group 1 - The article reflects on how quickly the workweek passes, with individuals feeling that Monday quickly turns into Friday, leading to a sense of relief as the weekend approaches [19][21]. - It emphasizes the shared sentiment among workers about the challenges of the workweek, particularly the struggle to get through the middle days [21][47]. - The humor in the article resonates with readers, as it captures the essence of daily life and the common experiences of feeling overwhelmed yet finding joy in small moments [19][21][47]. Group 2 - The article includes various anecdotes and comments from readers that illustrate the absurdities of life, such as the challenges of commuting in large campuses and the humorous observations about pets [46][68]. - It showcases the light-hearted interactions among readers, creating a community feeling through shared laughter and relatable stories [46][68]. - The commentary on societal expectations and personal experiences adds depth to the humor, making it not just entertaining but also reflective of broader life themes [46][68].

Core Viewpoint - The article discusses the release of a new script called nano11, which allows for the creation of a highly stripped-down version of Windows 11, significantly reducing the size of the ISO image and the system installation footprint. However, it emphasizes that this version is intended solely for testing purposes due to the removal of many essential components and functionalities [1][6][7]. Summary by Sections Script Functionality - The nano11 script can reduce the size of the Windows 11 ISO image from 7GB to approximately 2.29GB [2]. - The installation of the system after using the script occupies only about 8.32GB of space, compared to the normal requirement of 20-30GB [4]. Components Removed - The script deletes several critical system components, including: 1. Windows component storage (WinSxS) 2. Windows Update and related services 3. Microsoft Defender and its services 4. Most drivers, retaining only VGA, network, and storage drivers 5. All input methods except for the default English input method 6. Features like search, BitLocker, Windows Hello, and accessibility options 7. Most system services, including audio 8. Microsoft Edge, OneDrive, and Internet Explorer [6]. Usage Warning - The article warns that users cannot add languages or functionalities back into the ISO image after using the nano11 script, reiterating that the generated image is strictly for testing and should not be installed on primary machines [7]. Additional Resources - Interested users can download the script and the latest Windows 11 ISO image from GitHub, where a tutorial for processing the image is also available [8].

Core Viewpoint - The article discusses the importance of setting boundaries in the workplace, particularly after leaving a job, and emphasizes the need for individuals to take responsibility for their own learning and problem-solving rather than relying on others for support [28][31]. Group 1 - The situation highlights a common workplace issue where a new employee hesitates to ask questions in a group setting, fearing judgment from colleagues [11][16]. - The reluctance to ask questions publicly can lead to a facade of professionalism while masking a lack of understanding [15][17]. - The author suggests that deleting the contact of the former colleague is a way to establish personal boundaries and protect oneself from being drawn back into workplace responsibilities [24][25]. Group 2 - The article illustrates the difference in perspectives between departing employees and new hires, where resignation signifies an end for the former and a beginning for the latter [28]. - The author identifies the need for individuals to learn to face problems directly and take ownership of their responsibilities [29][30]. - The conclusion emphasizes that fearing embarrassment from asking questions is counterproductive, and that acknowledging one's limitations can lead to faster personal growth [32].

Core Insights - The article highlights the significant increase in job applications from fresh graduates, with a year-on-year surge of 49.6% in 2025, leading to a highly competitive job market where one position attracts thousands of applicants [4] - The AI industry is experiencing a robust salary growth trend, with AI engineers commanding an average monthly salary of 21,319 yuan, which is the highest among all professions [4] - There is a substantial talent gap in the AI sector, with over 5 million positions unfilled in the large model domain, resulting in a supply-demand ratio of approximately 1:10 [4] Talent Demand and Job Market - The demand for algorithm engineers remains the highest, accounting for 67.17% of the talent needs, followed by image algorithms at 9.41% and machine vision at 6.46% [5] - The article emphasizes the importance of practical training and real-world project experience for candidates aiming for top-tier algorithm positions [5][8] Training Programs and Employment Guarantees - The "AI Large Model Employment Salary Guarantee Class" offers a commitment to job placement outcomes, with in-service programmers guaranteed a salary increase of 40%-50% and fresh graduates a minimum annual salary between 200,000 to 290,000 yuan [7][13] - The program includes a full refund policy if participants do not secure a job offer or if their salary does not meet the promised thresholds, ensuring all service rights are retained [7][13] Course Structure and Content - The training program is structured into five major practical training modules, focusing on natural language processing (NLP) and large model applications, designed to lead participants from foundational knowledge to enterprise-level implementation [8][9] - Key topics covered include the evolution of NLP technology, core concepts of machine learning and deep learning, and practical applications using frameworks like PyTorch [9][10] Success Stories and Outcomes - Several success stories are shared, showcasing graduates who secured high-paying offers, such as Liu, who received a 480,000 yuan offer from Baidu after completing the program [16] - The program claims a 94.7% success rate in internal referrals, with an average salary increase of 370% for participants [25]