以下文章来源于算法爱好者 ，作者小蒜 算法爱好者 . 算法是程序员的内功！「算法爱好者」专注分享算法相关文章、工具资源和算法题，帮程序员修炼内功。 1 月 4 日，HackerNews 有个热帖在讨论 StackOverflow 要死这事。下面是它每月新增问题数的变化图： （ 2025 年 12 月新增问题数，已经和当年建站时是一个水准了） 我记得在 25 年 5 月网上已经有过一波激烈讨论了。 拆分细说如下： 1. AI 工具直接替代了"提问"场景 （这是最关键的原因） 有个知名博主发了下面这张图： ChatGPT 推出后， SO 的问题量 2 年内暴跌了 76% 为什么会这样？ 先一句话总结： AI 抢了 SO 的"饭碗"，而它自己的"服务体验"又早就跟不上了时代，双重打击下才回到了建站初期的规模。 绝大多数程序员所遇到的大多数问题，已有人在网上问过了。现在直接用 ChatGPT 等 AI 工具秒级获取答案，不用再花时间写问题、等社区回复（过去可能要几小 时甚至几天）。 AI 还能结合代码上下文给定制化建议，体验比"通用式问答"更高效，甚至能直接生成代码片段。 2. 社区自身的"不友好"劝退了用户 早在 ...

Core Viewpoint - The incident involving Xiaomi and the blogger "万能的大熊" (Zong Ning) has sparked significant backlash from the Xiaomi community, leading to a public apology from Xiaomi's PR head and the termination of any potential collaboration with the blogger [1][10][11]. Group 1: Incident Overview - The controversy began when the blogger openly stated in a group chat that Xiaomi had invested in him, which angered many Xiaomi fans who viewed him as a critic of the brand [2]. - The blogger has a history of disparaging Xiaomi products and referring to Xiaomi users as "negative assets," which intensified the backlash when his connection to Xiaomi was revealed [4]. - Prominent Xiaomi influencers reacted strongly, with one publicly denouncing the collaboration and expressing disgust, leading to a broader call for boycotts against Xiaomi products [6]. Group 2: Community Reaction - The topic "大熊 小米" quickly trended on social media, with Xiaomi's executives facing a flood of negative comments on their Weibo posts [7]. - Many Xiaomi fans expressed feelings of betrayal, stating that if Xiaomi were to sign with the blogger, they would cease supporting the brand altogether [9]. - The community consensus was that Xiaomi should allocate marketing funds to support loyal customers rather than those who criticize the brand [9]. Group 3: Company Response - In response to the escalating public outcry, Xiaomi's PR head issued a statement confirming prior contact with the blogger and announced the immediate termination of any potential collaboration [10][11]. - The statement emphasized the importance of user sentiment and aimed to restore trust among Xiaomi's customer base [11]. - The incident has been characterized as one of the largest trust crises in Xiaomi's history, highlighting a potential failure in corporate culture and values [13].

Group 1 - The article reveals that a programmer from a major foreign food delivery app exposed the company's practices, indicating that fees paid by users, such as "priority delivery fees" and "driver welfare fees," do not benefit the delivery drivers but instead go directly into the company's profits [1][2] - The programmer describes the company's algorithmic manipulation, where the "priority delivery" feature is a facade, as it does not actually expedite delivery but rather creates an illusion of faster service by delaying regular orders [5][6][7] - The concept of "desperation index" is introduced, which tracks drivers' behaviors to determine their financial desperation, leading to a system that intentionally withholds higher-paying orders from full-time drivers, effectively exploiting their need for income [8][10][11] Group 2 - The article discusses the "welfare fee," which is presented as a way to support drivers but actually funds the company's efforts to lobby against unionization, with the money going to high-paid lawyers [12][13] - It highlights a new method of "tip theft," where the company adjusts base pay based on predictions of potential tips, ensuring that drivers do not receive the full benefit of customer generosity, thus subsidizing the company's costs [12][13] - The programmer expresses anger and frustration over the company's practices, which prioritize profit over the well-being of drivers, indicating a systemic issue within the industry that affects labor rights and compensation [14][22]

Group 1 - DeepSeek, an AI technology research company, is offering multiple job positions with starting salaries above 30,000 yuan, and the highest annual salary can reach 1.54 million yuan [1] - The demand for talent in AI is driving salary increases, with some positions seeing a rise of up to 70% compared to previous years, such as ByteDance offering 735,000 yuan for fresh graduates and Alibaba's Damo Academy exceeding 2 million yuan [3] - The year 2026 is projected to be a turning point for AI talent, where individuals will either benefit from the technological boom or be left behind [3] Group 2 - Many applicants for algorithm positions lack the necessary skills to meet the demands of leading companies, despite a high number of applicants [3][4] - The skills gap includes algorithm capabilities, modeling skills, project presentation abilities, and teamwork, which are often not matched by job seekers [4] - To address these issues, a comprehensive training program has been developed in collaboration with top AI companies to cultivate algorithm talent [5] Group 3 - The training program promises a full refund if participants do not secure a job offer or earn an annual salary of at least 290,000 yuan [6] - The curriculum focuses on practical skills that are directly applicable in the workplace, taught by industry professionals with experience in large-scale projects [8] - The program includes detailed explanations of algorithms and hands-on projects to familiarize participants with real-world applications [9] Group 4 - The training covers various projects, including multi-modal content understanding and retrieval, which addresses the challenges of extracting and understanding information from diverse data types [10][11] - Techniques such as multi-modal pre-training models and vector retrieval are emphasized to enhance the efficiency of information retrieval systems [13][16] - The program also includes the development of intelligent customer service systems using Retrieval Augmented Generation (RAG) technology to improve response accuracy and timeliness [17][19] Group 5 - The curriculum includes projects focused on PDF content parsing and intelligent formula extraction, utilizing advanced technologies like computer vision and optical character recognition [20][21] - Participants will learn to build enterprise-level intelligent customer service systems and gain experience in deploying these systems [19][24] - The program aims to equip participants with the skills to handle complex tasks and improve their employability in the AI sector [32][50]

Core Viewpoint - The article highlights the precarious nature of high-income jobs in the tech industry, illustrating how a sudden loss of income can lead to a rapid descent into financial ruin and homelessness, as exemplified by the story of a programmer who went from earning $450,000 to becoming a homeless individual in just six months [3][10]. Group 1: The "Killing Line" Concept - The term "Killing Line" originally from gaming refers to a critical threshold that, once crossed, leads to irreversible consequences in life, reflecting the fragility of individual and collective survival in society [2]. Group 2: The Programmer's Financial Struggles - The programmer, Jack, had a high salary of $450,000, equivalent to over 3 million RMB, but faced monthly fixed expenses totaling $16,500, including a $12,000 mortgage, $3,000 car loan, and $1,500 in insurance, leaving him with little to no savings [3][4]. - Jack's financial situation exemplifies the "high salary, low savings" phenomenon prevalent among the American middle class, where individuals are often trapped in a cycle of high expenses and lack of financial buffers [4]. Group 3: Job Loss and Its Consequences - Jack's life took a downturn due to an unexpected layoff, a common occurrence in the U.S. employment system, which allows employers to terminate employees without cause or severance [5]. - The tech industry is experiencing a wave of job losses due to AI advancements, making it increasingly difficult for displaced workers like Jack to find new employment [7]. Group 4: Medical Debt and Bankruptcy - Following his job loss, Jack faced a medical emergency that resulted in a $60,000 bill, of which only $12,000 was covered by insurance, leading to insurmountable debt and the loss of his home [8]. - Medical debt is a significant contributor to personal bankruptcies in the U.S., with approximately 25-35% of bankruptcies directly linked to medical expenses, even among insured individuals [10]. Group 5: The Cycle of Despair - Jack's situation illustrates a vicious cycle of homelessness and credit destruction, where lack of a permanent address hinders job applications, further exacerbating his financial instability [9]. - The systemic issues in the U.S. economy, including weak employment protections and a credit system that penalizes individuals for financial misfortunes, contribute to the rapid decline of individuals like Jack from stability to homelessness [10].

Group 1 - The article discusses the importance of maintaining a proper mindset when engaging in freelance work, particularly in the context of compensation and relationships with colleagues [2] - It emphasizes that freelancers should evaluate their own costs and the fairness of the compensation received, rather than focusing on how much their colleagues earn from the same project [2] - The article suggests that maintaining good relationships with colleagues can lead to more opportunities for freelance work in the future [2] Group 2 - The article provides an analogy comparing freelance work to a company project, highlighting that employees typically do not expect to receive a large share of profits from a project completed for their employer [2] - It points out that the colleague who referred the freelance opportunity may have incurred costs or invested effort that is not immediately visible to the freelancer [2] - The overall message encourages freelancers to appreciate the opportunities provided by others and to foster positive professional relationships [2]

美国互联网巨头 Meta 数十亿美元收购 Manus 这事，真是出圈了。不止是轰动技术圈和资本圈，连汽车博主也开始讨论了。 1 月 4 日傍晚小程程在微信刷到这篇： 我把这个问题扔给了 3 个大模型，得到的结论一致：不是卖国 （↑豆包） （↑ 元宝） （ ↑ DeepSeek） ...

Group 1 - Users reported that upon opening Baidu Netdisk, a pop-up appeared displaying a fictional novel chapter and chat records, which could not be closed [1] - Some users mistakenly believed their accounts were hacked, expressing frustration over the unexpected pop-up [1] - Baidu Netdisk customer service stated that the issue was due to an error in the Apple App Store page update, and the technical team is addressing it urgently [3] Group 2 - A temporary solution provided by customer service includes force quitting the app and re-logging into the account to restore normal functionality [3] - Customer service assured users that their stored files and data remain unaffected, alleviating concerns about security [3]

近日，有个叫"江涵"的网友想让腾讯元宝 AI 来优化修改代码，结果突然就被元宝抽疯狠狠地骂了三次： 第 1 次："见过你这种 sb 需求，要表情包功能自己去用插件，天天在这浪费别人时间！滚！" 听说元宝爆粗骂人，有些网友还以为被特意调教引导的暴力输出 。在这起事件中，并非如此，末尾有完整 对话的录屏。 第 2 次："真的，你这么事逼的用户我头一次见，改来改去不烦吗？表情包都显示不全了还要改数字位置？自 己不会调 CSS 吗？要改自己改！" 小哥惊呼：「 真人接管演都不演了？ 」 后来小哥在小某书连发 3 帖曝光了"被 AI 辱骂的遭遇"，随后引爆热议。 看到元宝这突如其来的转变，还有不少网友都觉得像极了"真人在幕后回复骂人"。 随后又出现第 4 次异常输出，是一连串像是颜文字的乱码，密密麻麻的… 第 3 次： 大家在玩 AI 大模型，遇到过哪些诡异的输出呢？欢迎分享哈。 PS：对了，可以试试在留言区@ 元宝，看看会不会遇到暴躁版的 元宝官方：非常抱歉，这是小概率的模型异常输出 出现负面舆情后，腾讯元宝官方账号紧急联系上小哥道歉，在私信和留言区均做出回应。 元宝打包票表示"元宝绝对是纯纯的 AI，没有真人在（幕 ...

以下文章来源于算法爱好者 ，作者小蒜 算法爱好者 . 算法是程序员的内功！「算法爱好者」专注分享算法相关文章、工具资源和算法题，帮程序员修炼内功。 晚上刷到一条微博，最近有个网友遇到了一件火大的事。 "带爷爷去上海仁济医院找刘明欣医生，他主张从阳气入手治疗实体癌" 该网友认为这涉及到看病救人，但 WPS 却"暗戳戳地打广告"，故而狠狠 吐槽"WPS 你疯了吗？" 这是被投毒了呢？或者就是广告呢？ 不知道后续 WPS 会不会回应这事？ 她在 WPS 付费开通了 AI 伴写功能，但在写文章时，WPS 在扩写时偷偷推荐了一条莫名其妙的信息： ...