Sequoia Capital 在 2026: This is AGI 这篇文章中断言 AGI 就是把事情搞定（Figure things out）的能力。 如果说过去的 AI 是 Talkers 的时代，那么 2026 年则是 Doers 的元年。转变的核心载体正是 Long Horizon Agents（长程智能体）。这类 Agent 不再满足于对上下文的即时回复，而是具备了自主规划、长时间运...
Sequoia Capital 在 2026: This is AGI 这篇文章中断言 AGI 就是把事情搞定（Figure things out）的能力。 如果说过去的 AI 是 Talkers 的时代，那么 2026 年则是 Doers 的元年。转变的核心载体正是 Long Horizon Agents（长程智能体）。这类 Agent 不再满足于对上下文的即时回复，而是具备了自主规划、长时间运行以及目标导向的专家级特征。从 Coding 到 Excel 自动化，原本在特定垂直领域爆发的 Agent 能力，正在向所有复杂任务流扩散。 作为 LangChain 的创始人，Harrison Chase 一直处于这场变革的最前沿。本文编译了 Sequoia Capital Sonya Huang & Pat Grady 访谈 Harrison Chase 的最新播客。作为站在 Agent 基础设施最前沿的先行者，Harrison 揭示了为什么 Agent 正迎来其爆发的“第三个拐点”。 核心 Insight 提炼： • Long Horizon Agents 价值在于为复杂任务提供高质量初稿； • Agent 的突破需要围绕模型构建的、有主见的（Opinionated）软件外壳（Harness），文件系统权限将成为所有 Agent 的标配； • 通用 Agent 可能就是一个 Coding Agent； • Traces 成为新的 "Source of Truth"； • 相比于通用模型，一个经过长时间磨合、内化了特定任务模式与背景记忆的 Agent，将形成极高的 moat； • 理想的 Agent 交互是异步管理和同步协作的统一。 01. Long-Horizon Agents 的爆发 Sonya Huang： 你怎么看 Long Horizon Agents ？对于红杉最新的文章，哪些观点是你同意的，哪些你不同意？ Harrison Chase： 我同意它们终于开始真正 work 了。让 LLM 在一个循环中运行并自主决策，这一直是 Agent 的核心理念。AutoGPT 就是这样，它之所以能激发人们的想象力，是因为 LLM 在循环中能自主决定下一步做什么。 问题在于，当时的模型不够好，周围的 Scaffolding 和 Harness 也不够好。 现在模型变强了，...
This article first appeared on GuruFocus. Earnings expectations across China's information technology sector are increasingly pulling ahead of the country's largest consumer-internet platforms, with the divide sitting near a two-year high. Data from Bloomberg Intelligence as of Jan. 16 shows net income estimates for the IT sector rising 50% year-on-year, while the China Tech 8 recorded a 12% decli...
This article first appeared on GuruFocus. Earnings expectations across China's information technology sector are increasingly pulling ahead of the country's largest consumer-internet platforms, with the divide sitting near a two-year high. Data from Bloomberg Intelligence as of Jan. 16 shows net income estimates for the IT sector rising 50% year-on-year, while the China Tech 8 recorded a 12% decline. That split has been driven by continued upward revisions for AI-focused hardware names such as Cambricon Technologies Corp., Zhongji Innolight Co. and Foxconn Industrial Internet Co., which are expected to deliver strong annual profit growth through 2027. By contrast, internet bellwethers including Alibaba Group Holding Ltd., Meituan and JD.com Inc. have seen earnings held back by prolonged price wars and intense competition, pressures that Chinese authorities have been seeking to temper. Large internet platforms have historically acted as the core earnings engine for China's equity market, but Bloomberg Intelligence strategist Jason Liao noted that competition peaked in 2025, pushing several platform companies into earnings contraction. Beyond Alibaba (NYSE:BABA), Meituan and JD.com (NASDAQ:JD), the China Tech 8 also includes Tencent Holdings Ltd. (TCEHY), Baidu Inc. (NASDAQ:BIDU), NetEase Inc., PDD Holdings Inc. (NASDAQ:PDD) and Xiaomi Corp. (XIACY), with Xiaomi standing out as a more hardware-oriented name within the group. Over the past 12 months, AI-linked hardware stocks including Zhongji Innolight, Cambricon, Hua Hong Semiconductor Ltd. and Hygon Information Technology Co. posted triple-digit gains, while Meituan and JD.com's Hong Kong-listed shares fell 35% and 26%, respectively. KGI Asia chief investment officer Cusson Leung said the divergence reflects hardware companies being more direct beneficiaries of the AI cycle, while the sheer scale of internet giants' existing operations could dilute near-term growth. AI momentum is now seen as pivotal for China's ful...
Investment management company Vulcan Value Partners recently released its fourth-quarter 2025 investor letter. A copy of the letter can be downloaded here. All the strategies of Vulcan Value Partners delivered positive results in the year. The Large Cap Composite (Net) returned -1.5% in Q4 and 7.9% YTD, the Small Cap Composite (Net) gained 3.2% in Q4 and 9.5% YTD, The Focus Composite (Net) retuned...
Investment management company Vulcan Value Partners recently released its fourth-quarter 2025 investor letter. A copy of the letter can be downloaded here. All the strategies of Vulcan Value Partners delivered positive results in the year. The Large Cap Composite (Net) returned -1.5% in Q4 and 7.9% YTD, the Small Cap Composite (Net) gained 3.2% in Q4 and 9.5% YTD, The Focus Composite (Net) retuned 0.1% in Q4 and 7.1% YTD, Focus Plus Composite (Net) returned 0.1% in Q4 and 6.2% YTD and the All-Cap Composite (Net) returned 1.3% in Q4 and 10.7% YTD. Despite overvalued markets, the firm improved its price-to-value ratios while still achieving positive returns, prioritizing safety and long-term gains over short-term performance. This situation echoes the late 1990s dot-com bubble, where hype and high valuations led to a crash, and today’s AI disruptions seem to mirror that pattern, with investors risking overpaying for promising businesses. The firm is addressing such situations by sticking to its investment discipline. For more information on the firm’s best picks in 2025, please check its top five holdings. In addition, please check the firm’s top five holdings to know its best picks in 2025. In its fourth-quarter 2025 investor letter, Vulcan Value Partners highlighted Alphabet Inc. (NASDAQ:GOOG) as a material contributor within its Focus Plus Strategy. Alphabet Inc. (NASDAQ:GOOG), the parent company of Google, offers various platforms and services operating through Google Services, Google Cloud, and Other Bets segments. On January 26, 2026, Alphabet Inc. (NASDAQ:GOOG) stock closed at $333.59 per share. One-month return of Alphabet Inc. (NASDAQ:GOOG) was 6.11%, and its shares gained 72.16% of their value over the last 52 weeks. Alphabet Inc. (NASDAQ:GOOG) has a market capitalization of $4.02 trillion. Vulcan Value Partners stated the following regarding Alphabet Inc. (NASDAQ:GOOG) in its fourth quarter 2025 investor letter:
Amazon.com, Inc. (NASDAQ: AMZN) announced today that it will hold a conference call to discuss its fourth quarter 2025 financial results on Thursday, February 5, 2026, at 2:00 p.m. PT/5:00 p.m. ET. The event will be webcast live, and the audio and associated slides will be available for at least three months thereafter at www.amazon.com/ir. Source: Amazon.com, Inc.
Amazon.com, Inc. (NASDAQ: AMZN) announced today that it will hold a conference call to discuss its fourth quarter 2025 financial results on Thursday, February 5, 2026, at 2:00 p.m. PT/5:00 p.m. ET. The event will be webcast live, and the audio and associated slides will be available for at least three months thereafter at www.amazon.com/ir. Source: Amazon.com, Inc.
Broadcom Inc. (AVGO) closed at $328.80 in the latest trading session, marking a -1.14% move from the prior day. The stock's performance was behind the S&P 500's daily gain of 1.16%. At the same time, the Dow added 1.21%, and the tech-heavy Nasdaq gained 1.18%. Heading into today, shares of the chipmaker had lost 4.79% over the past month, lagging the Computer and Technology sector's loss of 1.07% ...
Broadcom Inc. (AVGO) closed at $328.80 in the latest trading session, marking a -1.14% move from the prior day. The stock's performance was behind the S&P 500's daily gain of 1.16%. At the same time, the Dow added 1.21%, and the tech-heavy Nasdaq gained 1.18%. Heading into today, shares of the chipmaker had lost 4.79% over the past month, lagging the Computer and Technology sector's loss of 1.07% and the S&P 500's loss of 0.42%. Investors will be eagerly watching for the performance of Broadcom Inc. in its upcoming earnings disclosure. On that day, Broadcom Inc. is projected to report earnings of $2.02 per share, which would represent year-over-year growth of 26.25%. Simultaneously, our latest consensus estimate expects the revenue to be $19.27 billion, showing a 29.21% escalation compared to the year-ago quarter. Regarding the entire year, the Zacks Consensus Estimates forecast earnings of $10 per share and revenue of $95.34 billion, indicating changes of +46.63% and +49.24%, respectively, compared to the previous year. It's also important for investors to be aware of any recent modifications to analyst estimates for Broadcom Inc. These latest adjustments often mirror the shifting dynamics of short-term business patterns. Therefore, positive revisions in estimates convey analysts' confidence in the business performance and profit potential. Our research reveals that these estimate alterations are directly linked with the stock price performance in the near future. We developed the Zacks Rank to capitalize on this phenomenon. Our system takes these estimate changes into account and delivers a clear, actionable rating model. The Zacks Rank system, ranging from #1 (Strong Buy) to #5 (Strong Sell), possesses a remarkable history of outdoing, externally audited, with #1 stocks returning an average annual gain of +25% since 1988. The Zacks Consensus EPS estimate has moved 3.32% higher within the past month. Broadcom Inc. currently has a Zacks Rank of #2 (Buy). In terms o...
Investing.com -- Baidu Inc (NASDAQ:BIDU) shares rose 1% in Tuesday trading following reports that its primary artificial intelligence interface has reached a significant adoption milestone. The Beijing-based search giant’s Ernie Assistant has officially surpassed 200 million monthly active users, according to reporting from The Wall Street Journal, citing people familiar with the matter. The growt...
Investing.com -- Baidu Inc (NASDAQ:BIDU) shares rose 1% in Tuesday trading following reports that its primary artificial intelligence interface has reached a significant adoption milestone. The Beijing-based search giant’s Ernie Assistant has officially surpassed 200 million monthly active users, according to reporting from The Wall Street Journal, citing people familiar with the matter. The growth comes as the company deepens the integration of its Ernie model into its flagship search application and personal computer software. The assistant now serves as a central hub for third-party services, allowing users to book flights via Trip.com or order food delivery through Meituan. Global competition in the generative AI sector remains fierce as companies race for dominant market share. While Baidu celebrates its 200 million user milestone, OpenAI’s ChatGPT continues to lead the global market with an estimated reach of over 810 million monthly active users, according to a December report from TechCrunch, citing SensorTower data. Domestic rivals are also gaining ground rapidly within the Chinese internet ecosystem. Alibaba Group’s (NYSE:BABA) Qwen assistant reported surpassing 100 million monthly active users in January 2026, reaching that mark just two months after its public beta launch. Baidu has responded to this pressure by expanding the versatility of its "AI Super App" to include health and legal advice. Additionally, users can now utilize the platform to generate high-fidelity videos and images. The company’s stock performance reflects investor optimism regarding the monetization of these large-scale user bases. Related articles Baidu shares climb as Ernie AI reportedly hits 200 million monthly user mark Gold may hit $5,000/oz in 1H'26 - HSBC These 2 stocks are best positioned to benefit from higher uranium prices: analyst
AI Growth Driving Interest: Recent chatter on social media highlights Broadcom Inc.'s significant role in the AI sector. Many users are excited about the company’s multi-billion dollar deals with major tech players, viewing them as a strong catalyst for future growth. Reports of a 50% stock rise over the past year have fueled optimism among investors. Concerns Over Margins and Geopolitics: Despite...
AI Growth Driving Interest: Recent chatter on social media highlights Broadcom Inc.'s significant role in the AI sector. Many users are excited about the company’s multi-billion dollar deals with major tech players, viewing them as a strong catalyst for future growth. Reports of a 50% stock rise over the past year have fueled optimism among investors. Concerns Over Margins and Geopolitics: Despite the enthusiasm, some discussions point to potential headwinds for AVGO. Margin concerns related to AI infrastructure and geopolitical tensions, especially involving foreign cybersecurity policies, have sparked caution among certain circles. A few voices have even noted recent stock pullbacks as a point of worry. Analyst Upgrades Spark Debate: Analyst upgrades, including raised price targets, have also stirred conversation on social media. While some see this as a bullish signal for Broadcom’s future, others question the sustainability of demand and competitive pressures. The mixed reactions keep the dialogue dynamic and engaging. Note: This discussion summary was generated from an AI condensation of post data. Broadcom Inc. Insider Trading Activity Broadcom Inc. insiders have traded $AVGO stock on the open market 194 times in the past 6 months. Of those trades, 4 have been purchases and 190 have been sales. Here’s a breakdown of recent trading of $AVGO stock by insiders over the last 6 months: HENRY SAMUELI has made 0 purchases and 16 sales selling 689,113 shares for an estimated $252,917,774 . . HOCK E TAN (President and CEO) has made 0 purchases and 19 sales selling 548,154 shares for an estimated $185,095,492 . . MARK DAVID BRAZEAL (Chief Legal & Corp Affairs Ofc) has made 0 purchases and 61 sales selling 145,933 shares for an estimated $50,036,252 . . KIRSTEN M. SPEARS (CFO & Chief Accounting Officer) has made 0 purchases and 46 sales selling 48,412 shares for an estimated $16,807,223 . . CHARLIE B KAWWAS (President, Semi Solutions Grp) has made 0 purchases and 43 sale...
Alphabet Inc. (GOOG) closed the most recent trading day at $322.16, moving -2.48% from the previous trading session. This move lagged the S&P 500's daily loss of 2.06%. Elsewhere, the Dow lost 1.76%, while the tech-heavy Nasdaq lost 2.39%. Coming into today, shares of the company had gained 6.11% in the past month. In that same time, the Computer and Technology sector gained 1.71%, while the S&P 5...
Alphabet Inc. (GOOG) closed the most recent trading day at $322.16, moving -2.48% from the previous trading session. This move lagged the S&P 500's daily loss of 2.06%. Elsewhere, the Dow lost 1.76%, while the tech-heavy Nasdaq lost 2.39%. Coming into today, shares of the company had gained 6.11% in the past month. In that same time, the Computer and Technology sector gained 1.71%, while the S&P 500 gained 1.63%. The investment community will be paying close attention to the earnings performance of Alphabet Inc. in its upcoming release. The company is slated to reveal its earnings on February 4, 2026. The company's upcoming EPS is projected at $2.59, signifying a 20.47% increase compared to the same quarter of the previous year. Meanwhile, our latest consensus estimate is calling for revenue of $94.6 billion, up 15.9% from the prior-year quarter. For the full year, the Zacks Consensus Estimates are projecting earnings of $10.58 per share and revenue of $340.26 billion, which would represent changes of +31.59% and 0%, respectively, from the prior year. Investors should also take note of any recent adjustments to analyst estimates for Alphabet Inc. These recent revisions tend to reflect the evolving nature of short-term business trends. With this in mind, we can consider positive estimate revisions a sign of optimism about the business outlook. Our research reveals that these estimate alterations are directly linked with the stock price performance in the near future. We developed the Zacks Rank to capitalize on this phenomenon. Our system takes these estimate changes into account and delivers a clear, actionable rating model. The Zacks Rank system, stretching from #1 (Strong Buy) to #5 (Strong Sell), has a noteworthy track record of outperforming, validated by third-party audits, with stocks rated #1 producing an average annual return of +25% since the year 1988. Over the last 30 days, the Zacks Consensus EPS estimate has moved 0.03% higher. Alphabet Inc. presently f...
Wedgewood Partners, an investment management company, released its fourth-quarter 2025 investor letter. The firm anticipates stronger market volatility in the coming years and has moderated its enthusiasm. A copy of the letter can be downloaded here. The Wedgewood Composite returned -1.8% (net) in the fourth quarter compared to the S&P 500’s 2.7%, the Russell 1000 Growth Index’s 1.1%, and the Russ...
Wedgewood Partners, an investment management company, released its fourth-quarter 2025 investor letter. The firm anticipates stronger market volatility in the coming years and has moderated its enthusiasm. A copy of the letter can be downloaded here. The Wedgewood Composite returned -1.8% (net) in the fourth quarter compared to the S&P 500’s 2.7%, the Russell 1000 Growth Index’s 1.1%, and the Russell 1000 Value Index’s 3.8% returns. YTD, the Composite gained 4.3% compared to 17.9%, 18.6%, and 15.9% returns for the indexes, respectively. Wedgewood Partners’ focus on high-quality stocks has historically worked since 1992, but not in 2025. The letter highlighted poor stock selection, the portfolio’s strong past performers due for valuation correction, and being structurally underweight in AI stocks drove the underperformance. The letter noted that in 2026, crowded AI investments and stretched valuations create pressure on prudent investment decisions. In addition, you can check the Fund’s top 5 holdings to determine its best picks for 2025. In its fourth-quarter 2025 investor letter, Wedgewood Partners highlighted Alphabet Inc. (NASDAQ:GOOG). Alphabet Inc. (NASDAQ:GOOG) stood out as the leading performer of the strategy in the quarter. Alphabet Inc. (NASDAQ:GOOG), the parent company of Google, offers various platforms and services operating through Google Services, Google Cloud, and Other Bets segments. On January 16, 2026, Alphabet Inc. (NASDAQ:GOOG) stock closed at $330.34 per share. One-month return of Alphabet Inc. (NASDAQ:GOOG) was 7.04%, and its shares gained 67.22% of their value over the last 52 weeks. Alphabet Inc. (NASDAQ:GOOG) has a market capitalization of $3.988 trillion. Wedgewood Partners stated the following regarding Alphabet Inc. (NASDAQ:GOOG) in its fourth quarter 2025 investor letter: