Core Viewpoint - Lightspeed Commerce Inc. has reached an agreement in principle to fully resolve proposed class action proceedings in Quebec, following the dismissal of a similar U.S. securities class action against the company, which found the allegations to lack legal basis [1][2][3]. Group 1: Settlement Details - The settlement amount is approximately $8.09 million, equivalent to C$11 million, based on an exchange rate of 0.7354 [3][4]. - The settlement is subject to approval by the Superior Court of Quebec and aims to settle all claims against the company and other defendants, with no admission of liability or wrongdoing [2][3]. Group 2: Company Transformation - The company is undergoing a transformation focused on strategic growth and aims to build a long-term profitable business for customers and shareholders [3]. - The resolution of the class action allows the company to concentrate on markets where it has a competitive advantage and to enhance customer experiences globally [3]. Group 3: Company Overview - Lightspeed operates as a unified omnichannel platform for retail and hospitality businesses in over 100 countries [1][5]. - The company provides a range of services including point of sale, e-commerce, embedded payments, inventory management, and financial services [6].

Core Points - Microsoft is launching new cloud-computing products aimed at European governments and organizations to help them control their data and comply with EU regulations [1][2] - The new offerings emphasize "sovereignty," with a significant change being that only EU-based staff will manage remote access to cloud systems located in Europe [2][3] - The "Sovereign Public Cloud" product ensures that customer data remains in Europe, governed by European law, with operations controlled by European personnel [3][4] Group 1 - Microsoft will allow clients to operate localized versions of its office software in their own data centers, providing full control over security and compliance [4] - The new products are expected to be available by the end of the year, following Microsoft's commitment to expand data centers in 16 European countries [5] - American companies currently dominate the European cloud-computing market, accounting for 70% to 80% of it [5][6] Group 2 - France is particularly focused on enhancing European capabilities to keep data secure from US government access [6][8] - US laws permit the government to compel companies to provide access to data stored on their servers, even if located outside the US [8]

Core Insights - BlackBerry Limited (BB) is focusing on enterprise software and cybersecurity, with Secure Communications revenues of $67.3 million making up nearly 50% of total revenues in the last quarter, exceeding management's expectations of $62-$66 million [1] Group 1: Secure Communications Division - The Secure Communications division includes encrypted voice, messaging, and critical event management solutions, trusted by governments and enterprises for military-grade protection [2] - Key products such as Secusuite, AtHoc, and UEM are recognized for their competitive advantages, including NSA-certified end-to-end encryption and a wide range of industry certifications [2] - Secusuite is expanding beyond Germany, while AtHoc is increasing its presence in the U.S. government sector, focusing on public safety services [3] Group 2: Financial Performance - Over the past fiscal year, the Secure Communications unit has seen stable revenues and improved profitability, contributing positively to BB's EBITDA and cash flow [4] - The unit is showing positive momentum with healthier annual recurring revenue (ARR) trends, reflecting improving fundamentals and long-term growth potential [4] Group 3: Market Dynamics - Increased defense budgets in the U.S., Europe, and Asia are driving demand for secure communication systems, while hybrid work trends are prompting investments in secure tools to prevent data breaches [5] - However, BB is cautious about the Secure Communications unit due to potential instability from political changes in key markets like the U.S. and Germany [6] Group 4: Competitive Landscape - Competitors like Fortinet and CrowdStrike are advancing in AI-driven cybersecurity, with Fortinet's SecOps business growing 29% year-over-year [7][10] - BB's shares have gained 77.4% over the past year, outperforming the Zacks Internet – Software industry's growth of 33.2% [11] - BB trades at a forward price-to-sales ratio of 4.53X, which is lower than the industry's average of 5.6X [12]

Griffin团队 投稿 量子位 | 公众号 QbitAI 在企业系统和科学研究中普遍存在、结构复杂的关系型数据库（Relational DataBase, RDB）场景中，基础模型的探索仍处于早期阶段。 这是因为RDB中的多表交互和异质特征，使传统通用大模型在此类结构化环境下难以直接发挥效能。 基于此，北京大学 张牧涵团队 联合亚马逊云科技共同提出了 Griffin ：一个具有开创性的、以图为中心的RDB基础模型。 Griffin将RDB视为动态异质图进行建模与推理，通过在超过1.5亿行的表格数据上进行预训练和监督微调，构建了一个具备可迁移性与强泛化 能力的基础模型，相关成果已被国际顶级会议ICML 2025正式接收。 挑战：复杂的表间关系及丰富的表内语义信息 关系数据库通过明确的模式（Schema）定义数据结构，广泛服务于金融、电商、科研、物流、政府信息系统等关键领域，是现代信息社会的 核心数字基础设施。 根据市场预测，到2028年全球数据库管理系统（DBMS）市场将超过1330亿美元。 然而，RDB智能建模所面临的挑战极为复杂，集中体现在以下三方面： 拓扑结构高度复杂 数据以多表形式存储，并通过主键外键 ...

Core Insights - The article discusses the evolution of the internet traffic ecosystem and the development trends of the HarmonyOS ecosystem, highlighting the challenges faced by the mobile internet and the transformative potential of HarmonyOS as a key player in the next-generation traffic ecosystem [5][7][19]. Internet Traffic Ecosystem - The mobile internet is experiencing a growth bottleneck, with a compound annual growth rate of only 0.08% in the number of independent devices over the past five years, indicating a saturation of the market and a decline in user dividends [7]. - The current traffic distribution model is limited by ecological fragmentation and technological bottlenecks, necessitating a shift towards a more integrated and efficient traffic ecosystem [10][11]. HarmonyOS Development Trends - HarmonyOS is positioned as a major builder of the next-generation traffic ecosystem, leveraging its distributed architecture to connect multiple devices and provide seamless user experiences across various scenarios [19][22]. - The ecosystem's core capabilities include full-scene coverage across multiple devices and AI-driven efficiency improvements, which enhance user experience and operational efficiency [25][30]. Advantages of HarmonyOS Ecosystem - HarmonyOS has become the third-largest mobile operating system globally, creating a competitive landscape alongside Android and iOS [28]. - The ecosystem serves as a core entry point for the Internet of Things (IoT), facilitating commercial monetization and forming a complete business loop [30]. - The system's lightweight application model and high-level security certifications enhance user trust and experience [34][37]. User Insights - The typical Huawei user is predominantly male, aged 25-45, with a high income and education level, primarily located in tier-one and new tier-one cities [60][62]. - Users exhibit a strong preference for Huawei's own applications, showing higher acceptance of online advertisements and a significant potential for consumption in categories such as automobiles, luxury goods, and 3C products [75][81][87]. Marketing Solutions - The "Whale Harmony Dynamics" platform integrates HarmonyOS resources to enhance marketing effectiveness across various industries, including automotive, luxury goods, and health [96][99][103]. - The platform utilizes AI and big data to create personalized marketing strategies, ensuring efficient customer engagement and conversion [103][105].

Core Insights - The impact of generative AI on enterprises is still limited, with significant changes in specific fields like image generation, translation, and coding, but not in overall business processes and efficiency [3][4] - Many enterprises need to enhance their digitalization before fully leveraging AI technologies, as a solid information technology foundation is crucial for AI applications [4][5] - Companies often misunderstand AI's capabilities, believing it to be omnipotent and easy to implement, which leads to miscalculations in return on investment (ROI) [5][6] Digitalization and AI Investment - Enterprises must develop knowledge bases and intelligent Q&A systems as foundational AI investments, which are essential for future growth [7] - AI investment should be viewed in three areas: hardware, software platforms, and personnel training, all of which are necessary for successful AI implementation [6][8] - The current AI investment landscape is characterized by a focus on future potential rather than immediate financial returns, with many companies still in the early stages of development [8][9] Market Dynamics and Strategy - The AI market consists of three main types of companies: those with large models and cloud services, those offering customized development, and those like IBM that provide integrated platforms [9][10] - IBM's hybrid cloud and AI strategy, established seven years ago, positions the company well in the market, leveraging a wide range of software tools for client needs [10] - The focus of IBM's services is shifting towards private and overseas enterprises, building on its long-standing relationships and trust within the Chinese market [10]

Core Insights - Bosch and Alibaba Cloud have announced a collaboration in the field of large models, aiming to accelerate the application of AI technology in smart cockpits [1] - This partnership marks the first implementation of proactive environmental sensing and 3D digital human interaction in cockpit environments [1] Company Summary - Bosch is leveraging Alibaba Cloud's capabilities to enhance its AI technology applications [1] - The collaboration focuses on integrating advanced AI features into smart cockpit systems [1] Industry Summary - The partnership highlights a growing trend in the automotive industry towards the integration of AI and advanced technologies in vehicle interiors [1] - The development of proactive sensing and interactive digital interfaces is expected to enhance user experience in smart vehicles [1]

Oracle Corp ORCL stock gained on Thursday after the company reported better-than-expected fourth-quarter financial results and issued an upbeat outlook commentary on Wednesday.Oracle reported fourth-quarter revenue of $15.9 billion, up 11% compared to estimates of $15.58 billion, and adjusted earnings of $1.70 compared to estimates of $1.64. Oracle guided for total revenue of at least $67 billion in fiscal 2026.Also Read: AMD Powers Oracle Cloud With New Epyc Chips Promising Major Boost In PerformanceCloud ...

Core Insights - Nebius Group N.V. (NBIS) has launched the NVIDIA GB200 Grace Blackwell Superchip capacity in Europe, enhancing its AI Cloud platform and demonstrating its commitment to AI innovation [1][10] - The company reported a remarkable 385% year-over-year revenue increase in Q1 2025, with an annualized run-rate revenue (ARR) surge of 700%, reaching $310 million in April [6][7] Product and Service Enhancements - Nebius has integrated several new features with NVIDIA's AI ecosystem, including support for NVIDIA AI Enterprise software and early access to NVIDIA Blackwell architecture [2] - The company has collaborated with LMArena and NVIDIA to implement the Prompt-to-Leaderboard (P2L) system, which optimizes AI model performance through real-time user query routing [3] - Nebius' AI Cloud platform now includes tools like NVIDIA NIM microservices and NVIDIA NeMo, facilitating faster AI application development [4] Strategic Partnerships and Compliance - As the first European-headquartered Reference Platform NVIDIA Cloud Partner, Nebius aligns with EU regulatory standards, supporting sovereign AI initiatives like Project Hafnia [5] - The company has expanded integrations with external AI platforms such as Metaflow, D Stack, and SkyPilot, allowing for seamless tool migration for customers [11] Infrastructure and Capacity Improvements - Nebius upgraded its AI cloud infrastructure, resulting in a 5% improvement in node availability for commercial use due to enhancements like automatic recovery for failed nodes [8] - Significant investments have been made in object storage capabilities, improving access and speed for large data sets during model training [9]

Core Viewpoint - The Gross Law Firm has issued a notice to shareholders of Digimarc Corporation regarding a class action lawsuit due to alleged misleading statements and omissions that affected the company's stock value during a specified period [1][2]. Summary by Sections Allegations - The complaint alleges that during the class period from May 3, 2024, to February 26, 2025, Digimarc's management made materially false and misleading statements [1]. - Key allegations include: 1. A significant commercial partner would not renew a large contract on the same terms 2. Digimarc would need to renegotiate this large commercial contract 3. The renegotiation would adversely affect the company's subscription revenue and annual recurring revenue 4. Positive statements made by the defendants regarding the company's business and prospects were materially misleading or lacked a reasonable basis [1]. Next Steps for Shareholders - Shareholders who purchased shares of DMRC during the specified timeframe are encouraged to register for the class action by July 7, 2025 [2]. - Upon registration, shareholders will be enrolled in a portfolio monitoring software to receive updates throughout the case lifecycle [2]. About the Gross Law Firm - The Gross Law Firm is a nationally recognized class action law firm dedicated to protecting the rights of investors affected by deceit and fraud [3]. - The firm aims to ensure companies adhere to responsible business practices and seeks recovery for investors who suffered losses due to misleading statements or omissions [3].