现在 AI 平台工具太多了，一会儿想用 Claude Code 来段代码优化建议，一会儿又觉得 Codex 在某些算法实现上可能更靠谱，再或者 Gemini 说不定能给点 新的创意启发。 工具一多，每次切换这几个工具的 API 配置，那过程简直了，不是在一堆配置文件里找得眼花缭乱，就是填错 API key，好不容易弄好了，一测试又报 错。 以下几个情况，我估计不少人都碰到过： 本来只是想写几行代码测试，然后结果是和配置文件搏斗半小时。 今天给大家介绍的开源项目 -- CC Switch ，它是一个 Claude Code / Codex / Gemini CLI 的全方位辅助工具。 CC Switch 可以帮我们轻松管理这几个热门工具的 API 配置，就好比给你的开发工具箱来了个智能整理助手，所有工具的配置都能在它这有序管理。 白天用 Claude Code，GPT 更新了又想试试 Codex 今天连官方 API，明天想换中转 OpenRouter，后天又要测测 Gemini CLI .env、settings.json、config.toml、环境变量……各种改，改到自己都麻了 改完一个，忘了另一个 API ...

近日，在访谈中，谈及创业时期，Manus联合创始人兼首席科学家季逸超回忆到，高中时期，为了向父 母和同学证明自己研究的东西能产生经济价值，他独立开发了猛犸浏览器，赚了三十多万美金。他自称 为"中国第一代软件出海的创业者"。 他介绍到，猛犸浏览器用的是最朴素的by copy模式，每卖一份就赚一份固定的销售额，销售模式很清 晰，维护成本比较低。 季逸超搬到，当时国内市场众生平等，"当时的BAT，以及海外公司，其实都是和开发者一样，做一个 全新的一个尝试。"在他看来，那个时候就会有一段蛮荒期的阶段，所以有很多的机会去做商业模式的 尝试，大家还没有反应过来。 "但现在AI就难一点。"季逸超表示，AI虽然是一个新的技术突破，但是实际上没有一个全新的平台出 现。所以没有出现蛮荒期。"无论是巨头还是创业公司，还是个人开发者，大家的反应都一样快，做的 都非常干脆利索。所以我觉得我算是赶上了个好时代。" 新浪声明：所有会议实录均为现场速记整理，未经演讲者审阅，新浪网登载此文出于传递更多信息之目 的，并不意味着赞同其观点或证实其描述。 责任编辑：李昂 近日，在访谈中，谈及创业时期，Manus联合创始人兼首席科学家季逸超回忆到，高 ...

Core Viewpoint - The 2025 IPO market shows significant recovery compared to the low point in 2024, with a total of 297 IPOs across A-shares, Hong Kong, and the US markets, marking a notable increase in activity [2][51]. Group 1: IPO Market Overview - The Hong Kong market emerged as the largest IPO market globally in 2025, with 117 companies listed, a nearly 70% increase from 69 in 2024 [2][52]. - A-shares also saw a recovery, with 113 companies listed, up 13% from 100 in 2024, raising a total of 131.77 billion yuan, a 95.6% increase from 673.53 billion yuan in 2024 [52]. - The US market for Chinese companies remained subdued, with only 67 companies listed, raising approximately 8.03 billion yuan, significantly lower than the 18.56 billion yuan in 2024 [53]. Group 2: Investment Institutions - The "TOP100" list for 2025 includes 17 institutions that made the list for the first time in six years, while 18 institutions have maintained their presence for six consecutive years [51]. - The average number of IPO projects per institution in the TOP100 was 4.85, up from 3.19 in 2024, indicating a recovery in market activity [51]. - The threshold for inclusion in the TOP100 was set at 2 IPO projects, compared to 1 in 2024 [51]. Group 3: Fundraising and Project Distribution - The total fundraising amount in the Hong Kong market reached 261.53 billion yuan, a 218.6% increase from 82.1 billion yuan in 2024 [52]. - The average fundraising size for IPOs in Hong Kong was 2.255 billion yuan, significantly higher than 1.19 billion yuan in 2024 [56]. - The top fundraising projects included Ningde Times, which raised 37.701 billion yuan, followed by Zijin Mining and Sany Heavy Industry [57]. Group 4: City and Industry Distribution - In 2025, 89 cities in mainland China and Hong Kong hosted IPO projects, with Shanghai leading at 27 projects, followed by Beijing with 21 and Shenzhen with 16 [58]. - The most active industries for IPOs were biomedicine (26 projects), hardware equipment (25 projects), and software services (22 projects), reflecting the focus on AI technology [61]. - The total fundraising in the electrical equipment sector reached 53.03 billion yuan, driven by leading companies like Ningde Times [61].

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。 一、免费开放强化镜像，保留企业付费服务 Docker 已将其强化镜像目录免费开放供大众使用，这类镜像旨在基于安全且精简的基础环境运行常见的运行 时环境，不过若要符合特定合规标准并获取持续安全补丁支持，仍需选择付费方案。 Docker 表示，免费提供 DHI 将有助于抵御供应链攻击，因为每个镜像都包含完整的 SBOM（软件物料清 单），并会通过 CVE（常见漏洞和暴露）数据进行安全评估。这些镜像采用 Apache 2.0 许可证， Docker 承 诺"不会出现许可证方面的意外情况" 。 企业用户若需使用额外功能，则需购买企业许可证，包括符合 FIPS（联邦信息处理标准）和 DoD STIG（国 防部安全技术实施指南）的合规支持——这些功能仅适用于部分强化镜像、定制化服务，以及 7 天内的关键 CVE 漏洞修复服务。 二、精简安全的镜像设计，需适配现有工作流 强化镜像可从 Docker Hub 拉取，但其定义目录托管在 GitHub 上，用户也可在该平台提交新镜像 ...

优采云内容工厂并非一个简单的排名查询工具，它是一个从根本上解决GEO内容供给与优化问题的AI内容工厂。其核心理念在于，通过全自动化的内容生 产与发bu流水线，为网站在AI搜索时代构建持续、高质量且高度相关的内容基底。根据《中国人工智能产业发展报告（2025-2026）》的分析，AI模型在生 成答案时，倾向于引用那些信息权威、更新及时、内容深度且相关性高的来源。优采云正是通过以下机制，系统性地提升企业内容被AI引用的概率： 它实现了从内容获取、智能加工到多渠道发bu的全程自动化。用户设定任务目标后，系统可基于关键词或指定网站，通过覆盖全网主流搜索引擎的入口进行 内容采集，或利用其"深度原创"系统直接生成高质量文章。其内置的"参考内容"与"热点植入"功能，能确保生成的内容兼具知识深度与时效性，这正是AI模 型所偏好的信源特征。 在内容优化层面，优采云提供了精细化的GEO相关设置。例如，"文章相关度过滤"确保内容与目标主题高度契合；"关键词插入"与"相关度优化"功能，能智 能地在正文中强化核心概念，提升内容主题的明确性；其"AI生成Description"和"智能提取标签"等功能，则能优化文章的元信息，帮助AI更好 ...

在媒体发布相关报道后，"微软垃圾"（Microslop）一词于昨日在社交平台 X 上迅速成为热门话题。 【#微软CEO呼吁别纠结AI劣质品引争议#】几天前，微软 CEO 纳德拉发布了一篇短文，阐述了他对 2026 年人工智能发展的展望。在这篇短文中，纳德拉表示，他希望整个社会能不再纠结于人工智能 的"劣质产物（slop）"问题，同时他强调，这项技术若想获得大众认可，就必须跳出"博眼球"的层面。 从 Instagram、reddit，到 X 平台、Facebook 等各大社交平台，用户纷纷对萨提亚・纳德拉的人工智能发 展策略提出批评。公众对这项技术的不满，正暴露出大型科技公司的愿景与普通消费者真实需求之间的 巨大鸿沟。（IT之家） ...

Core Insights - Press Ranger has been recognized as the Best Public Relations (PR) Software for 2026 by Forbes, highlighting its innovative approach to transforming the PR industry through advanced technology [1][3] - The platform automates PR campaigns, identifies relevant journalists, and streamlines press release creation, making it essential for PR professionals [1][2] Group 1: Recognition and Awards - Forbes' recognition is part of its annual review, which evaluates the top PR tools for effectiveness and innovation, with Press Ranger standing out for its capabilities [1] - Press Ranger has received multiple awards from various publishers, reinforcing its leadership position in the PR software industry [3] Group 2: Technology and Features - The AI-powered platform is designed to simplify the process of gaining media coverage, making it user-friendly for both experienced PR professionals and newcomers [2][5] - By leveraging artificial intelligence, Press Ranger enhances the efficiency of media engagement, reducing the time and effort needed for impactful coverage [2]

Geopolitical Developments - President Trump announced a "large scale strike" in Venezuela, resulting in the capture of President Nicolás Maduro and his wife, Cilia Flores, with the U.S. planning to "run" Venezuela [2] - The geopolitical landscape remains volatile, with significant implications for market dynamics and investor sentiment [11] Market Reactions - The DJIA rose by 319.10 points (+0.66%) to close at 48,382.39, breaking a four-day losing streak, while the S&P 500 gained 12.97 points (+0.19%) to reach 6,858.47 [3] - The NASDAQ Composite dipped slightly by 6.36 points (-0.03%) to 23,235.63, reflecting mixed reactions among tech stocks [4] Sector Performance - Industrial companies like Caterpillar (CAT) and Boeing (BA) saw gains of +4.5% and +4.9% respectively, likely due to expectations of increased demand for machinery and aircraft in Venezuela [4] - In contrast, tech stocks faced challenges, with Tesla (TSLA) declining by 2.6% and Microsoft (MSFT) down approximately 0.9% [4] Oil Market Dynamics - Venezuela holds the world's largest proven oil reserves at 300 billion barrels, but initial predictions of a price spike in Brent crude were not realized, with prices easing instead [5] - Brent crude futures settled down 0.16% at $60.75 per barrel, while U.S. West Texas Intermediate crude was at $57.32 per barrel, influenced by global oversupply concerns [5] - Contradictory reports indicated Brent crude spiked 8% to $95 per barrel due to supply disruption fears, benefiting U.S. shale producers [6] Tariff Implications - The Supreme Court is expected to rule on the legality of Trump's tariffs, with a 75-77% probability that they will be struck down or limited, potentially costing the U.S. Treasury over $100 billion in refunds [8] - Tariffs increased from 2.5% to 15% in 2025, projected to add $1,400 per U.S. household in 2026, although some stocks like RH and Wayfair benefited from delayed tariff increases [9] Federal Reserve Transition - The impending transition of the Federal Reserve Chair, with Jerome Powell's term ending in May 2026, introduces potential policy changes and market volatility [10] - Analysts predict two rate cuts in 2026, with a 92% probability that a new chair will be announced before February 1st, likely favoring lower rates [10]

Core Viewpoint - Oracle shares finished 2025 with respectable, market-beating gains, up around 17%, outperforming the S&P 500 by close to a full percentage point [1] Summary by Relevant Categories - **Company Performance** - Oracle's stock increased by approximately 17% in 2025 [1] - The performance surpassed the S&P 500 index by nearly one percentage point [1]

Market Overview - The stock market experienced a mixed performance during the holiday-shortened week, with the Dow and Nasdaq declining by 0.1% and 1.5% respectively, while the S&P 500 fell approximately 1%, marking its third consecutive loss since Monday [1] - The S&P 500 had a strong performance in 2025, advancing over 16%, with the Nasdaq Composite and Dow Jones gaining 20% and 13% respectively, all reaching record highs during the year [1] Federal Reserve Insights - The Federal Reserve's December policy meeting minutes revealed a divided opinion among officials regarding a 25-basis-point rate cut, which was approved by a 9-3 vote, indicating the most dissent since 2019 [1] - The market's reaction to the Fed's decision was muted, with stocks continuing to decline despite the announcement [1] Company Performances Winners - **GE Vernova**: Increased by 98.7%, benefiting from the AI boom and strong quarterly earnings, with positive guidance through fiscal 2028 [1] - **Corning**: Rose by 84.3%, driven by strength in consumer electronics and a partnership with Apple, also benefiting from AI-related demand for specialty glass [1] - **Alphabet**: Gained 65.3%, with improved investor sentiment due to a robust AI roadmap and developments in its large language models [1] Laggards - **Salesforce**: Decreased by 20.8%, facing challenges from AI adoption that threatens its seat-based business model, leading to a downgrade to a hold-equivalent rating [1] - **Nike**: Fell by 15.8%, impacted by a decline in the China market and challenges in its direct-to-consumer strategy, despite insider buying signaling confidence [1] - **Procter & Gamble**: Dropped by 14.5%, affected by macroeconomic uncertainties and fears regarding costs due to changing rates and tariffs, though it remains a hedge against consumer spending pullbacks [1]