Datadog shares remain in focus after soaring to a six-month high at the end of last week on news that the cloud monitoring company will be joining the S&P 500 on July 9. Monitor these key chart levels. https://t.co/4h8xJkciym ...

不圆 发自 凹非寺 量子位 | 公众号 QbitAI DeepSeek推理要详细还是要迅速，现在可以自己选了？ 来自特拉维夫大学的研究团队开发出了一种新方法，可以 监控和控制LLM中的思考路径长度 。 超频能够减少不必要的推理步骤，使模型更快地得出结论，同时避免因过度推理导致的性能下降。 该模型已在gitHub上开源。 给LLM的推理任务装上进度条，还能控制推理的深度、调整推理速度。 加速后的模型和原模型相比， 使用的token数减少了近6倍，且都得出了正确答案 。 LLMs在显示结构化推理时，会隐式跟踪其在思考阶段的相对位置，并通过隐藏状态编码这一信息。 而论文提出了一种"思维进度向量"（Thinking Progress Vector, TPV ），可用于实时预测模型在推理阶段的相对位置，并通过可视化进度条 展示模型的推理动态。 通过干预TPV，可以加速或减速模型的推理过程，实现"超频"（overclocking）和"降频"（downclocking）。 方法：实时监控并控制推理深度 在有效推理学习过程中，模型必须 隐式地学习跟踪其思考阶段进度 ，并保持对例如距离最终答案有多近的估计。 由于进度跟踪依赖于 ...

Group 1 - The AI landscape remains attractive for investors, continuing to progress despite various challenges such as tariff threats, export restrictions, and competitive pressures [1] Group 2 - The focus of equity research includes key sectors like semiconductors, artificial intelligence, and cloud software, with additional attention on MedTech, Defense Tech, and Renewable Energy [2]

Core Viewpoint - Datadog has demonstrated significant growth and is expected to continue its upward trajectory, making it a strong investment opportunity despite its high valuation [2][3][14] Company Performance - Datadog is set to join the S&P 500 on July 9, becoming one of only five companies to do so this year [2] - Since its IPO in late 2019, Datadog's stock has increased by 315%, outperforming the S&P 500's 109% gain [2] - The company's revenue has surged by 694%, while net income has skyrocketed by 2,670% [2] - In Q1, Datadog reported revenue of $762 million, a 25% year-over-year increase, and adjusted EPS of $0.46 [9] - Free cash flow rose to $244 million, reflecting a 30% increase [9] Customer Growth and Product Adoption - Datadog's customer base expanded to 30,500, a 9% increase, with customers spending $100,000 in annual recurring revenue (ARR) rising by 13% to 3,770 [10] - The company has seen an increase in product usage among customers, with 83% using two or more products, up from 82%, and 51% using four or more products, up from 47% [15] Market Position and Analyst Sentiment - Datadog has received numerous industry accolades, including being named a leader in the 2024 Magic Quadrant by Gartner for observability platforms [8] - Wall Street analysts are largely bullish, with 38 out of 46 recommending a buy or strong buy [11] - Loop Capital maintains a buy rating with a price target of $200, indicating a potential upside of 48% [12] Valuation Metrics - Datadog's stock is currently priced at 76 times next year's earnings and 14 times next year's sales [13] - The forward price/earnings-to-growth (PEG) ratio stands at 0.4, suggesting the stock is undervalued [13] Industry Trends - The ongoing digital transformation, driven by cloud computing and AI adoption, creates a favorable environment for Datadog's monitoring and analytics platform [5][6]

Core Insights - Artificial intelligence (AI) investing is thriving in 2025, with record data center spending and major tech companies expanding their plans, indicating strong investment opportunities in the sector [1] Group 1: AI Infrastructure - Companies like Nvidia, Broadcom, and Taiwan Semiconductor Manufacturing (TSMC) are key players in AI infrastructure, benefiting from significant AI spending [4] - Nvidia's GPUs are central to the AI revolution, with no true competition, while Broadcom's custom AI accelerators (XPUs) can outperform GPUs under specific workloads [5][6] - TSMC is crucial for both Nvidia and Broadcom, providing advanced chip technology, which is expected to see a compound annual growth rate (CAGR) of 45% for AI-related chips over the next five years [7][8] Group 2: Cloud Computing - Major AI companies like Alphabet and Amazon are expanding data centers not only for internal use but also for rental to other businesses lacking resources for AI infrastructure [9] - Companies are increasingly renting computing power from cloud providers like Amazon Web Services (AWS) and Google Cloud, which is driving demand for GPUs from Nvidia [10] - The cloud computing market is projected to grow from $750 billion in 2024 to $2.4 trillion by 2030, presenting significant investment opportunities in companies like Amazon and Alphabet [11]

Company Overview - Société BIC has a total of 41,621,162 issued shares as of June 30, 2025, which corresponds to 58,342,007 voting rights [2] - The company is a global leader in stationery, lighters, and shavers, with a presence in over 160 countries and a workforce of more than 13,000 employees [4] - BIC is recognized for its commitment to sustainability and education, and its products include well-known brands such as BIC® 4-Color™, BodyMark®, and Tipp-Ex® [4] Voting Rights and Shares - As of June 30, 2025, the number of voting rights excluding shares without voting rights is 57,941,174 [2] - The disclosure complies with Article L 233-8-II of the French "Code de Commerce" and Article 223-16 of the General Regulations of the French "Autorité des Marchés Financiers" [2] Upcoming Financial Events - The company is scheduled to release its First Half 2025 Results on July 30, 2025 [3] - The Third Quarter 2025 Net Sales will be announced on October 28, 2025 [3]

Core Insights - Ericsson has been selected by Latvia's largest communication service provider, Latvijas Mobilais Telefons (LMT), to modernize its core network infrastructure and support the nationwide deployment of 5G Standalone (5G SA) services [1][8] - The partnership between Ericsson and LMT is long-standing, focusing on innovative initiatives and network development projects, marking the initial deployment of Ericsson's Unified Data Management (UDM) solution within the Telia Group [2][8] - The upgrade to a cloud-native architecture will enhance LMT's agility, scalability, and innovation in delivering advanced digital services [1][3] Company Developments - The deal involves a comprehensive overhaul of LMT's subscriber domain infrastructure, transitioning to a cloud-based, service-oriented architecture [3] - Key components of the transformation include the deployment of Ericsson's Network Functions Virtualization Infrastructure, allowing LMT to run both virtualized and cloud-native network functions [4] - The agreement also includes replacing LMT's legacy Home Location Register (HLR) and Home Subscriber Server (HSS) with Ericsson's UDM platform, crucial for supporting Latvia's expanding digital economy [5] Market Position and Strategy - Ericsson is positioned to grow by capitalizing on strong 5G demand, aiming to lead in mobile networks and develop a robust enterprise business [6] - The company has made strategic acquisitions, including Vonage and Cradlepoint, to expand into wireless, 5G, and security sectors [6] - Recent innovations include the launch of Ericsson On-Demand, a SaaS model for 5G core network services developed in collaboration with Google Cloud, enhancing operational efficiency for communications service providers [7] Challenges and Competition - Despite growth opportunities, Ericsson faces pressures from geopolitical and economic challenges, including declining revenues in China due to market share issues and competition from Huawei and Nokia [8][9] - Supply-chain issues and reduced spending by telecom operators in various regions are contributing to revenue declines [9] Financial Performance - Ericsson currently holds a Zacks Rank 2 (Buy) and has gained 37.3% over the past year, outperforming the Zacks Wireless Equipment industry's growth of 33.3% [10]

Key Takeaways ZS Q3 revenues rose 23% to $678M, but gross margin fell 110 basis points to 80.3% year over year. New modules and Z-Flex deals boost ARR but bundle lower-margin offerings, affecting near-term profits. ZS still hit Rule of 52 with 24% revenue growth and 28% free cash flow margin for year-to-date FY25.Zscaler (ZS) reported strong results for its third quarter of fiscal 2025. The company’s revenues rose 23% year over year to $678 million. But one area to watch closely is non-GAAP gross margins. ...

Group 1 - Rack-scale server shipments increased more than 2x in the first quarter of this year, indicating strong demand in the market [1] - The overall server market reached a record $95.2 billion in the first quarter, showcasing significant growth [1] Group 2 - The technology sector, particularly semiconductors, artificial intelligence, and cloud software, is a primary focus for equity research [2] - Other areas of research include MedTech, Defense Tech, and Renewable Energy, indicating a diverse investment interest [2]

Picking Winners in the CLOB Warshttps://t.co/87W0Pir6tI ...