Core Insights - Artificial intelligence (AI) is driving efficiency, cost savings, and innovation, significantly impacting market performance, with the S&P 500 rising 78% over the past three years due to AI [1] - Despite recent market volatility, major tech companies are investing heavily in AI infrastructure, with a projected capital spending boom exceeding $660 billion this year [2][4] - Taiwan Semiconductor Manufacturing Company (TSMC) is positioned to be the biggest beneficiary of the AI infrastructure spending boom, as it manufactures chips for multiple top chip designers [5][6] Industry Overview - The current and future spending on AI infrastructure is substantial, with tech giants like Microsoft, Alphabet, Amazon, and Meta Platforms committing over $660 billion this year alone [4] - Predictions indicate that AI infrastructure spending could reach $4 trillion by the end of the decade, highlighting the long-term growth potential in this sector [4] Company Analysis - TSMC is uniquely positioned to capitalize on the AI boom, as it produces chips for various designers, thus benefiting from the overall growth in demand for AI technologies [6] - The company has reported double-digit revenue growth in its latest earnings report, reinforcing confidence in the long-term growth of AI [9] - TSMC's strong market position is supported by the ongoing demand from major chip designers, which is expected to continue as companies develop AI platforms [8]

March 12, 2026 05:10 PM GMT Investor Presentation | Asia Pacific Global and China AI GPU Industry – Can China Close the Gap with the US? Morgan Stanley Asia Limited+ Ethan Jia Research Associate Ethan.Jia@morganstanley.com +852 3963-2287 Greater China Technology Semiconductors Asia Pacific Industry View Attractive M Foundation Morgan Stanley Taiwan Limited+ Charlie Chan Equity Analyst Charlie.Chan@morganstanley.com +886 2 2730-1725 Daniel Yen, CFA Equity Analyst Daniel.Yen@morganstanley.com +886 2 2730-2863 ...

Group 1 - Zhaoyi Innovation (03986) saw an intraday increase of 1.72% amid rising shipping risks in the Hormuz Strait affecting the supply chain of key raw materials like helium [1] - Rongchang Bio (09995) rose over 3.6% after its RC288 injection application was accepted by NMPA, showing excellent anti-tumor activity and safety in preclinical studies [1] - Swire Properties (01972) increased by over 2.2% following the release of its 2025 full-year results, reporting revenue of HKD 16.041 billion, a year-on-year increase of 11%, and a basic earnings per share of HKD 1.49 [1] Group 2 - Health 160 (02656) surged over 10%, reaching a new high of HKD 140.5, with a nearly doubled stock price since March 9, despite a previous drop of about 30% on February 11 [2] - Gaming stocks collectively rose, with notable increases in companies like Boyaa Interactive (00434) up 4.44% and Tencent (00700) up 1.1%, following Apple's announcement of a commission rate adjustment for the App Store in mainland China [2] - Qidian Guofeng (01280) experienced a significant rise of over 26% after announcing a sales contract for AI servers with an independent third party [2] Group 3 - Hong Kong bank stocks fell again, with Standard Chartered (02888) down 4.67% and HSBC Holdings (00005) down 3.8%, amid ongoing tensions in the Middle East affecting transactions involving Asian balance sheets [3] - Cement stocks saw a general increase, with China National Building Material (03323) up 2.62%, as construction activity picked up post-Lantern Festival, leading to a steady recovery in cement market demand [3] - Domestic property stocks rebounded, with CIFI Holdings (00884) up 2.9% and Sunac China (01918) up 5.45%, as recent data indicated a 3.3% year-on-year decline in second-hand housing listings in Shenzhen [4] Group 4 - Yao Cai Securities (01428) saw a significant rise of over 39% after extending the acquisition offer deadline with Ant Group to March 25, 2026 [4] - PayPay (PAYP.US), a digital wallet operator backed by SoftBank, debuted on the US stock market with a 13.5% increase, achieving a market cap of nearly USD 12 billion [5] - Chinese electric vehicle companies NIO (NIO.US) and Xpeng Motors (XPEV.US) saw stock increases of 1.46% and 3.58%, respectively, amid discussions of potential collaborations with European automotive giant Stellantis [5] Group 5 - Storage stocks collectively declined, with SanDisk (SNDK.US) down 5.59% and Micron Technology (MU.US) down 3.19%, following negative sentiment from short-seller Citron Capital [6] - Optical communication stocks fell, with Applied Optoelectronics (AAOI.US) down 16.39%, despite securing a bulk order for a new data center transceiver [6] - Agricultural input stocks continued to rise, with CF Industries Holdings (CF.US) up 13.21%, driven by supply chain disruptions in the Middle East affecting fertilizer transportation [7] Group 6 - Oil stocks rose sharply, with Battalion Oil (BATL.US) up 15.48% as international oil prices surged, with WTI crude rising over 8% to USD 94.66 [8] - EHang Intelligent (EH.US) reported total revenue of RMB 509.5 million (approximately USD 72.9 million) for the fiscal year 2025, marking an 11.7% year-on-year increase, despite a net loss of RMB 231 million [8]

公众号记得加星标⭐️，第一时间看推送不会错过。 为了降低每比特能耗并提高带宽，人工智能数据中心开始用共封装光器件取代铜线。 使用CPO的优势在于，它可以将光连接更靠近ASIC、GPU或CPU，从而减少对长而低效的电线的需 求。虽然CPO本身并非低功耗，但它能提供极低的每比特传输能耗——这是衡量数据中心效率的关键 指标。 CPO 没有采用传统的远距离可插拔收发器，而是将光子引擎直接集成到同一封装基板上或同一模块 内，使得电信号在多芯片组件中只需传输几毫米，而不是像通常那样从芯片到前面板需要通过 PCB 传输 15 到 30 厘米。 这是人工智能发展中至关重要的一环。据麦肯锡公司预测，到2030年，满足全球人工智能需求将需要 5.2万亿美元的数据中心投资。因此，解决电力和带宽挑战对于确保超大规模企业获得最佳投资回报 至关重要。在采用CPO（计算机化产品）方面处于领先地位的公司包括博通、英伟达、英特尔、 Marvell和Ayar Labs，它们拥有各种技术和产品，并由GlobalFoundries、IBM、英特尔晶圆代工、 Tower Semi和台积电等代工厂提供支持。EDA工具供应商Cadence、Keysigh ...

公众号记得加星标⭐️，第一时间看推送不会错过。 代币需求正呈爆炸式增长，对人工智能计算的需求也在持续加速。模型能力的提升以及智能体工作流程的快速发展，推 动了用户采用率和代币总需求的激增。仅在二月份，Anthropic 就新增了高达 60 亿美元的年度经常性收入 (ARR)，这主 要得益于智能体编码平台 Claude Code 的广泛应用。如果 Anthropic 拥有更多计算资源，其新增收入还会更高。尽管过 去几年人工智能基础设施建设规模庞大，但可用的计算资源仍然稀缺。即使是已经推出近两代的 Hopper 处理器，其按 需 GPU 的价格也在持续上涨。 根据我们自身的经验，我们联系了所有我们了解的超大规模云服务提供商，询问他们是否有可用的小型集群，但所有资 源都已被牢牢锁定。这种供应紧张的局面解释了超大规模云服务提供商资本支出计划的大幅调整。普遍预期已大幅上 调，其中谷歌的情况最为突出，其2026年的资本支出预期几乎是此前预期的两倍，这主要是由于数据中心和服务器支出 增加所致。 这是一笔巨额支出，如果条件允许，超大规模数据中心运营商会投入更多资金，但他们受到一个关键因素的制约：硅芯 片供应。目前先进的逻辑和 ...

记者丨 张嘉钰 吴斌 编辑丨曾静娇 3月12日，美股低开低走，三大股指悉数跌超1%，截至北京时间22:29，道指跌1.46%跌近700点，纳指跌1.57%，标普500指数跌1.25%。 | 道琼斯工业 | 纳斯达克指 | 标普500 | | --- | --- | --- | | 46726.03 | 22358.53 | 6691.16 | | -691.24 -1.46% | -357.60 -1.57% | -84.64 -1.25% | | 美国科技七 | 中概科技龙 | 中国余龙 | | 61625.55 | 3874.68 | 7146.75 | | -1068.65 -1.70% -53.01 -1.35% | | -20.70 -0.29% | | 道琼斯期货 | 纳斯达克100 | 标普500期货 | | 47032 | 24742.75 | 6726.75 | | -416 -0.88% | -240.75 -0.96% | -52.75 -0.78% | 大型科技股普跌，万得美股科技七巨头指数跌1.53%，苹果、英伟达跌超2%，特斯拉、脸书、谷歌跌超1.5%。 | 名称 现价 | | 淵 ...

Dow Jones Futures Fall; Crude Oil Prices Top $90 On Tanker Attacks, Port Disruption| Investor's Business DailyBREAKING: Futures Fall As Oil Prices Top $90---Dow Jones futures fell early Thursday, along with S&P 500 futures and Nasdaq futures. Crude oil prices came off overnight highs somewhat.The stock market was narrowly mixed Wednesday as oil prices rose even as the International Energy Agency proposed a record reserves release from member nations. AI stocks had another solid performance, buoyed by strong ...

导语：从"看不懂"到"下重注"。 头做研发。 一条数据，"吃"三次。 全球前20的药企，19家都是它的客户。这块数据生意的毛利，高达75%！ 它和Credo一样，刚刚跨过盈亏平衡线，正处于收入和市值双双爆发的阶段。 从"看不懂"到"下重注"， 段永平的AI进化论 段永平投AI，不是一时兴起。 回头看他这几年的轨迹，完全是一场标准的"段氏风格"渗透战。 2023年，他公开说："AI是个大方向，但还没看懂，不下手。" 2024年，他得出结论："AI是工业革命级别的变革，不能错过。" 2025年第三季度，他首次建仓英伟达，仓位0.7%。理由是他看了很多黄仁勋的演讲，佩服其"十年讲同一件事"的战略定力。 这简直是高山流水遇知音。 段永平自己经营企业，翻来覆去就讲五个字：本分，平常心。 他做投资，翻来覆去就两句话：不懂不投，买股票就是买公司。 遇到一个理念能坚持十年的黄仁勋，他觉得对味。 于是，就有了第四季度那笔激进的11倍加仓。 知行合一，说到做到。 "不懂不投，买股票就是买公司 段永平又出手了。 这次不是苹果，不是茅台，也不是拼多多。 这位以"长拿不动"著称的价值投资大佬，最新持仓曝光，画风突变。 三笔"小钱"，一 ...

如果 AI 真的会成为未来世界最核心的生产力，那么今天最大的风险，可能不是"买错资产"， 而是完全没有站在 AI 资产这一边。 当技术周期进入加速阶段时，最容易被淘汰的往往不是企业，而是那些没有任何技术红利敞口 的投资者。 在这个技术奇点临近的时刻，我们正站在一个历史性的分水岭上。 过去两百年间，人类财富的增长主要依赖于劳动力的投入与资本的积累，但在人工智能即将接 管大部分生产环节的未来，这套逻辑正在被彻底重写。 对于普通人而言，理解这一变革的本质，并据此调整资产配置，不再是一个选修课，而是一门 关乎未来生存质量的必修课。 当 A I 成 为 生 产 者 ， 未 来 的 财 富 结 构 可 能 彻 底 改 变 在一场接近三小时的深度访谈中，Elon Musk 提出了一个极具冲击力的判断：未来社会很可 能进入一种"物质极大富足"的状态。 【如需和我们交流可扫码添加进社群】 但这种富足，并不是传统意义上的财富爆炸，不是人人住豪宅、开跑车，而是基础生活成本会 被技术压到极低。 随着 AI 和自动化系统接管生产环节，人类社会最基本的需求——食物、衣物、能源、交通 ——都可能接近"零边际成本"。 想象一下，当机器人能够 ...

如果您希望可以时常见面，欢迎标星收藏哦~ 值得注意的是，2025年第4季硅光子(SiPho)、硅锗(SiGe)等server相关利基新型应用出货稳健成 长，助高塔（Tower）营收季增11.1%、上升至4.4亿美元，市占排名前进至第七名，超越世界先进 （Vanguard）与晶合国际（ Nexchip）。 世界先进2025年第4季则因DDIC订单转淡、PMIC主要客户跨厂验证问题影响出货，营收季减 1.6%至4.06亿美元，排第八名。 集邦科技今日发布最新晶圆代工产业研究，台积电受惠先进制程持续受惠于AI 伺服器用绘图处理 器（ GPU）、谷歌的张量处理器（TPU）及特殊应用IC（ASIC），供不应求，全球市占率冲破七 成达70.1%，持续坐稳晶圆代工龙头宝座。 集邦统计指出，2025全年前十大晶圆代工业者合计产值为1,695亿美元左右，年增26.3%，创下新 高。展望2026年，即便上半年有部分消费性产品提前备货，将稳定产能利用率，全年因记忆体价 格高涨导致主流终端出货承压、需求萎缩的阴霾笼罩，下半年订单与产能利用率仍有隐忧。 分析主要代工业者表现，2025年第四季TSMC晶圆出货量虽略减，但以iPhone ...