转自：吐槽星君 谈到老款男朋友是什么体验…？ （vi a .@yu ） 拿个筷子朝你对象头上夹 2 0 0 0 0 c (7 4345 9-10·贵州 回复 2 公众号 · 吐槽星君 左边是我挑的零食,右边是我男朋友挑的(9 2 公众号 · 吐槽星君 给咱爷买点桃酥回礼过去啊 ~ ♡ 6.8万 8 9-8·河北 回复 作者赞过 U TOT 好办法 2 公众号 · 吐槽星君 搞呗 真没招了 浮 我说什么你都不懂 我说啥你也 get 不到我的点 TISE OIC 所以我们还是分开的 我想找个志同道合的人 我英语20分 他说给我寄了点吃的(c)( 0 11 回复 9-8·四川 作者赞过 是不是他妈妈寄过来的他邀功呢 2 公众号 · 吐槽星君 我男友 P1我说我想吃个小蛋糕……，p2悄悄给我买了条 裙子说给我个惊喜，这裙子花了500啊啊啊啊砰砰 我让他给退了, 今年芳龄26G 2公公号 · 吐槽星君 d 抖音号: Yu175. %公众号 · 吐槽星君 我说我想吃水果捞(c) 不要去触碰别人的饭碗！ （vi a .@迷惑行为大赏 ） 用夜光胶带让你的房间变成赛博朋克 （vi a .@地球online发疯实录） and ...

Core Viewpoint - The new version of Xunlei introduces a third-party cloud storage download feature, enhancing convenience for users managing multiple cloud storage accounts, but the download speed for non-member users remains limited [1][4][8]. Group 1: New Features - The new version allows users to authorize and access files from major cloud storage services like Baidu Cloud, Alibaba Cloud, and Jiu Guo Cloud directly within the Xunlei client [1][3]. - Users can view and download resources in various formats such as MP4, MKV, and MOV, with the option for original quality playback [1][7]. Group 2: Download Speed - Non-member users experience no significant improvement in download speed, as the service relies on MD5 file matching and server acceleration, resulting in similar speeds to the original cloud storage client for less popular files [4][8]. - Average download speeds for non-members are reported at 150KB/s, with speeds dropping to 70KB/s after 10 minutes [5]. Group 3: Membership and Limitations - Free users face limitations on the number of times they can use the video playback feature, with additional views requiring watching advertisements [7]. - To fully utilize the new features and achieve smoother performance, users are encouraged to subscribe to memberships for various cloud storage services, which can be costly [8].

转自：喵大白话 哈哈哈哈哈哈哈哈哈哈哈哈 以后日子可能会好混一点了 在大阪买给猫猫的章鱼玩偶 它非常中意 e 公 参考品 中国 中国 括号它不受控制的跑出来了（bushi 你怎么发现的（笑） 领导能看懂，说明他也是 哈哈哈哈哈哈哈哈哈哈谁简历 哈哈哈哈哈哈哈哈哈好毒 月子中心 谁掏钱 68@网红福哪儿V 2 公众号 · 喵大白话 我的态度 VS 我的努力方式 ： 工作留痕的重要性！ % 公众号 · 喵大白话 外卖和我的心一起被偷走 12点36分,我确定,我的外卖不见了。 拿走我外卖的人,你是一个怎样的人? 为什么在这么多外卖袋里,你偏偏选中了我的外卖? 难道是我们口味相似?爽歪歪,你也喜欢喝吗? 这么碰巧的缘分，是天意吗？ 今天下雨了,在外卖柜前寻寻觅觅的我,被冰冷的雨 慢慢地浸透。 本该寒冷,但是一想到你,心里竟不知为何产生了一 丝异样的情绪，顷刻间占据了我的身体。 于是,脸也滚烫,心也沸腾。 这或许就是爱的星星之火,只需一瞬便可燎原。 拿走我外卖的人,你是一个怎样的人? 我的外卖和我的心都一起被你偷走了啊。 彻底被偷外卖的整疯了......... 66 爱上偷我 外卖的人 你现在在做什么?喝我的爽歪歪,爽 ...

Core Viewpoint - The article discusses the contamination of language models, particularly GPT, by inappropriate content, highlighting the prevalence of certain terms related to adult entertainment in the training data [4][10]. Group 1: Research Findings - Researchers from Tsinghua University and Nanyang Technological University identified that popular language models like ChatGPT are contaminated by certain "PoC Tokens," which are defined as "polluted Chinese tokens" [6][4]. - In the long Chinese tokens of GPT, over 23% are associated with gray content such as pornography or gambling, indicating a significant level of contamination in the model's vocabulary [7][8]. - The study quantifies that content related to the adult film star "波多野结衣" constitutes approximately 0.5% of the training data for GPT-4o, which is 2.6 times more frequent than the common greeting "你好" [10]. Group 2: Implications and Concerns - The presence of PoC Tokens poses a risk to AI, as these elements can become ingrained in the AI's knowledge base, potentially leading to nonsensical or irrelevant responses [10]. - The widespread existence of these tokens reflects serious challenges in the quality of Chinese web corpus used for training large language models (LLMs) [13]. - The article suggests that the current state of AI training data may inadvertently promote inappropriate content, raising concerns about the implications for AI development and deployment [13].

Core Viewpoint - The iPhone Air will be sold exclusively as a contract phone through carrier channels in China, lacking a full-network version and eSIM flexibility among carriers [1][3][10]. Group 1: Sales Strategy - The iPhone Air will only be available through specific carriers, requiring users to bind to a single operator's service contract, limiting their ability to choose based on network quality or pricing plans [3][6]. - Apple retail stores will not display promotional materials or samples for the iPhone Air, necessitating visits to carrier stores for hands-on experience [4][5]. Group 2: eSIM Technology - The iPhone Air will utilize a pure eSIM design, eliminating the physical SIM card slot, which is expected to promote the adoption of eSIM technology in China [7][8]. - eSIM technology allows for remote activation and management of mobile services, addressing the limitations of traditional SIM card processes [8]. Group 3: Regulatory and Market Challenges - The launch of the iPhone Air in China has been delayed due to regulatory approvals and the readiness of domestic carriers to support eSIM technology [9][10]. - Apple has stated that it is working closely with regulatory bodies to expedite the launch of the iPhone Air, indicating a proactive approach to overcoming these challenges [9].

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]

按照微软的计划，Windows 10 将在 2025 年 10 月 14 日结束免费安全更新服务。一旦微软停止更新，Windows 10系统将更容易受到恶意软件、病毒和其他网络攻 击的威胁。 虽然微软大力推广 Windows 11，但由于硬件门槛较高，如微软设置了TPM 2.0芯片作为必备组件，导致许多旧设备无法升级。 Windows 10 从 2015 年发布到 2025 年停止更新，服役期限长达十年。在这十年间，经历无数次的更新和优化，Windows 10 成为继 Windows XP 和 Windows 7 之 后最成功的操作系统之一。 而就在27天后，Windows 10将正式走向"生命终点"。 TPM 是主板上的一种安全芯片，用于存储与计算机绑定的加密密钥。这使得PC可以被识别并获得更好的保护。近年来的主流计算机通常会配备 TPM 芯片，但一 些 6 至 7 年前的计算机，即使配置很高，也可能没有。 微软强调，TPM 2.0将成为未来所有 Windows 版本的必备组件，因此不具备该模块的设备无法继续使用新系统。 对许多用户而言，唯一的出路就是花钱购置新设备。 针对不想升级的 Windows 10 ...

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]