So far in 2026, few sectors outside of the software industry have attracted such a lightning rod of attention. Ever since Anthropic ( ANTHRO ) released an upgraded version of Claude that promised more advanced capabilities, investorsWith combined experience of covering technology companies on Wall Street and working in Silicon Valley, and serving as an outside adviser to several seed-round startups, Gary Alexander has exposure to many of the themes shaping the industry today. He has been a regular contribut ...

生成式AI 一、ChatGPT正式测试广告功能，OpenAI承诺不干预回答内容 1. OpenAI正式在美国地区测试ChatGPT广告功能，面向免费用户及月付8美元的Go订阅用户开放，Pro、Business 等高级订阅方案不展示广告； 2. 广告将标注为"赞助内容"，基于对话主题和历史记录智能匹配，用户聊天内容不向广告商开放，仅提供聚合层面效 果数据； 3. OpenAI承诺广告不干预回答逻辑，用户可自主管理广告设置，目标是通过广告模式资助免费服务实现AI普及。 https://mp.weixin.qq.com/s/UmNZi0fUXYh-dbnPWuBuEQ 二、腾讯混元开源首个产业级2Bit量化端侧模型，仅0.3B参数 1. 腾讯混元推出HY-1.8B-2Bit模型，通过2比特量化感知训练实现等效参数量仅0.3B，内存占用仅600MB，是首个 产业级2bit端侧模型实践； 2. 对比原始精度模型参数量降低6倍，在真实端侧设备上生成速度提升2至3倍，同时沿用全思考能力支持简洁和详细 思维链切换； 3. 模型已在Arm等计算平台完成适配，团队未来将通过强化学习与模型蒸馏进一步缩小低比特量化模型与全精度模型 ...

标普 500 软件与服务指数自 1 月末以来已下跌约 13%，在截至上周四的一周内，市值蒸发近1 万亿美 元。 安硕科技软件 ETF 今年以来市值已蒸发近20%。 散户投资者借机逢低吸纳大型科技股。万达研究数据显示，上周五亚马逊出现自 2024 年 8 月以来最大 单日散户净买入，规模超过 AI 芯片巨头英伟达。 在上周大幅抛售之后，散户投资者大举买入软件与科技类股票，基本无视人工智能模型进步可能颠覆部 分行业的担忧。 根据万达研究（Vanda Research）数据，截至周一收盘，贝莱德旗下安硕扩展科技软件行业 ETF 在一个 月滚动期内的净流入资金达到创纪录的 1.76 亿美元，这家分析公司称，这一流入规模是 2024 年末峰值 的两倍多。 上周，人工智能公司 Anthropic 为其 Claude Cowork 智能助手推出插件，重新引发市场担忧：快速发展 的人工智能系统可能侵蚀传统软件公司的核心业务，全球市场因此受到冲击。 责任编辑：郭明煜 在上周大幅抛售之后，散户投资者大举买入软件与科技类股票，基本无视人工智能模型进步可能颠覆部 分行业的担忧。 根据万达研究（Vanda Research）数据，截至 ...

Investment Rating - The investment rating for the AI hardware sector is maintained as "Buy" for key companies including Weike Technology, Nengke Technology, Hehe Information, and Maixinlin [9][65]. Core Insights - The report highlights the launch of ByteDance's Seedance2.0, a significant advancement in AI video generation, which enhances creative control for users and marks a new phase in AI video development [16][25][32]. - Anthropic's release of ClaudeOpus4.6 demonstrates improved capabilities in programming tasks and self-correction mechanisms, supporting up to 1 million tokens in context, thus expanding its operational boundaries [35][36]. - Google's financial performance shows robust growth, with Q4 2025 revenue reaching $113.83 billion, a 18% year-on-year increase, and cloud revenue growing by 48% to $17.664 billion [5][63]. Summary by Sections Computing Power Dynamics - The rental prices for computing power remain stable, with notable advancements from ByteDance's Seedance2.0, which introduces director-level video creation capabilities [23][25]. - Token consumption data indicates a weekly increase, with a total of 9.81 trillion tokens consumed, reflecting a 20.22% week-on-week rise [16][17]. AI Application Dynamics - Kimi's weekly traffic increased by 23.49%, indicating strong user engagement [33]. - ClaudeOpus4.6's release is expected to reshape office productivity, integrating deeply with tools like Excel and PowerPoint [45][50]. AI Financing Trends - Fundamental Technologies completed a $255 million financing round, achieving a valuation of $1.2 billion, aimed at expanding computational infrastructure and product deployment [52][54]. Market Performance Review - The AI application index and AI computing power index showed fluctuations, with notable gains and losses among various companies in the sector [57][58]. Investment Recommendations - The report suggests a focus on companies like Maixinlin, Weike Technology, Hehe Information, and Nengke Technology, which are positioned to benefit from the expanding AI infrastructure and applications [64].

Core Insights - The article discusses the launch of Smart Bricks, an AI-powered proptech company founded by Mohamed Mohamed to provide advanced real estate investment tools for individual investors [3][4]. Company Overview - Smart Bricks aims to democratize access to sophisticated real estate investment tools that were previously available only to large financial institutions [3]. - The company utilizes an autonomous reasoning system to analyze millions of data points related to real estate, including pricing, liquidity, and transaction history [4]. Product Features - The platform offers automated valuation models, cash-flow forecasting, downside risk modeling, and market reasoning to help investors understand potential outcomes of real estate deals [4]. - Smart Bricks also streamlines the transaction workflow, significantly reducing the time required for completion compared to traditional methods [5]. Funding and Growth - Smart Bricks recently secured a $5 million pre-seed funding round led by Andreessen Horowitz, with participation from various notable investors [7]. - The funding will be used to expand the product's infrastructure into new markets and advance product development [8].

Core Viewpoint - Software stocks are expected to rebound from historic lows as the market has overly pessimistic expectations regarding AI's short-term disruption of the software industry, according to JPMorgan strategists [1][5]. Group 1: Market Sentiment and Stock Performance - The software sector has fallen to its lowest level since the market turmoil in April last year [4]. - Concerns over new AI tools potentially disrupting traditional Software as a Service (SaaS) business models have led to sustained pressure on U.S. software stocks [1][5]. - The recent sell-off did not differentiate between companies with AI partnerships or proprietary data assets, affecting nearly all related software companies equally [1]. Group 2: Company Resilience and Long-term Outlook - Companies like Microsoft and CrowdStrike are highlighted as resilient players in the AI space, likely to benefit from AI-enhanced workflow efficiencies [5]. - The high switching costs and long-term contracts in enterprise software provide a buffer against short-term disruptions [5]. - The long-term fate of traditional software companies in the face of AI remains uncertain, but current market pessimism appears to be an overreaction [5]. Group 3: Analyst Perspectives - Analysts from Morgan Stanley believe that U.S. tech stocks still have room for further gains, and the decline in software stocks has created an attractive entry point [5]. - Wedbush analysts argue that the market's reaction to AI risks is excessive, suggesting that the current sell-off implies an extreme assumption of widespread AI disruption, which is not feasible [6]. - The caution of enterprise clients regarding AI migration is emphasized, as many are reluctant to expose core data to immature new platforms [6]. Group 4: AI Integration and Market Dynamics - The narrative that AI will replace entire enterprise software stacks is overly simplistic; the value density of enterprise software lies in proprietary data and compliance structures [8][9]. - AI is more likely to integrate as embedded tools within existing software platforms rather than completely replacing them [6][9]. - The current sell-off reflects a market response to the question of how much profit pools in SaaS will be redistributed due to AI [10]. Group 5: Future Indicators and Investment Strategy - The rebound in software stocks may depend on two hard indicators: the speed of real deployment and payment expansion by enterprises, and the elasticity of SaaS companies' AI-related product revenues [10]. - Companies with strong data assets and solid fundamentals, such as Microsoft, MongoDB, Snowflake, Palantir, and SAP, are likely to experience a robust rebound post-panic [10].

Core Viewpoint - KraneShares has updated the portfolio of the KraneShares Artificial Intelligence & Technology ETF (AGIX) following the merger of SpaceX and xAI, which has resulted in the conversion of xAI shares into SpaceX shares, impacting the ETF's holdings [1][2]. Group 1: Portfolio Update - As of February 2, 2026, xAI shares constituted approximately 3.38% of AGIX's portfolio and have now been converted into shares of the merged SpaceX entity [1]. - Final share counts and portfolio weights may be adjusted as more information about the merger becomes available [2]. Group 2: Future Liquidity and Valuation - SpaceX is considering a potential initial public offering (IPO) later in 2026, which could provide liquidity for existing private shareholders, although this remains uncertain and dependent on market conditions [3]. - The valuation of SpaceX within AGIX will follow the established fair valuation procedures of the ETF [3]. Group 3: Investment Strategy - AGIX aims to provide exposure to select private AI opportunities within a liquid ETF structure, featuring holdings in both SpaceX and Anthropic, which are recognized as leading private AI innovators [4]. - Developments such as SpaceX's plans to operate AI data centers in orbit and updates from Anthropic's CoWork platform illustrate the dynamic nature of the AI investment landscape [4].

时至春节档的流量高峰期，互联网巨头们照例上演争夺战，今年的排头兵是各家的AI产品。 先是在去年年底，字节跳动旗下的豆包宣布将深度参与2026年春晚互动，互联网巨头们的春节AI大战 一触即发。 紧接着，腾讯旗下的元宝在今年1月喊出"上元宝，分10亿"的口号，马化腾在员工大会上畅想着能重现 12年前"偷袭珍珠港"的盛况。 一个月后，阿里旗下的千问宣布投入30亿启动"春节大免单"活动，联动淘宝闪购、天猫超市、盒马、 飞猪、大麦、支付宝等阿里全生态，请全国人民在春节期间吃喝玩乐。无论是前无古人的巨额投入，还 是独一无二的生态闭环，千问在各种意义上把这场AI大战推向高潮。 都是瞄准流量高峰期，各家的路线又出现明显分野，豆包看中春晚曝光，元宝指望社交裂变，而千问则 抢滩登陆日常生活，通过一杯免费奶茶到吃喝玩乐的方方面面，让用户习惯使用AI助手，志在抢夺"AI 超级Agent"的心智。 迄今为止，三家已总计投入约50亿营销费用，堪称史上最贵，但这笔投入买的不止是眼前的增量，而 是决定未来十年AI入场券的生死战。 AI时代的"中途岛战役" 2014年的春节前夕，微信红包横空出世，除夕夜高峰期，平均每分钟都有2.5万个红包被领 ...

Welcome to the Vergecast, the flagship podcast of putting as many megapixels as you possibly can into your selfie camera. I'm your friend David Pierce and I am slowly losing my mind if I'm being completely honest with you. So, like I mentioned last week on the show, I am shopping for a new phone.This is a very fun thing for me to do. For a long time, I was a phone reviewer. So, I'd lived a totally abnormal phone life.I would switch phones like every six weeks based on what I was reviewing. But for the last ...

【导读】Anthropic刚刚扔出一份18页重磅炸弹：《2026年智能体编码趋势报告》。结论直接炸裂：程序员不再写代码了，他们变成了「指挥官」。单个 AI助手已经进化成自主智能体军团，能花好几天打造完整系统，甚至让法务、市场这种完全不懂代码的人，也能自己做应用。软件开发，正在经历图形 界面发明以来最大的一次地震。 2026年的AI圈，要说谁最风光，Anthropic绝对排第一。 就在刚刚，Anthropic甩出了一份18页重磅报告：《2026年智能体编码趋势报告》。 这份报告的核心结论可以浓缩为一句话：任何人，都成为了开发者。 编程/软件开发的游戏规则彻底变了！ 注意，不是「每个程序员变得更强了」，而是「非技术人员也能开发了」。 这意味着软件开发这个行当，正在经历自DOS、图形界面发明以来，最大的一次范式转移。 以下是报告全部8大趋势的深度解读，干货满满，一个不漏。 写在前面 这份18页的报告，信息密度极高！ Anthropic没有画饼，没有讲故事，用的是Anthropic自己的内部研究数据、真实客户案例和对行业趋势的冷静判断。 核心信号非常清晰：程序员不会消失，但「只会写代码」的程序员会消失。 未来的软件工 ...