● 本报记者 王婧涵 从通用大模型到智能体，人工智能技术的升级一直是市场关注焦点。从2024年年报看，人工智能产业链 公司业绩大幅增长，应用场景不断落地赋能千行百业，为上市公司提供新发展动能。 AI赋能千行百业 作为未来社会的发展基础，人工智能对传统行业及新兴行业均产生显著影响。不少上市公司通过人工智 能技术赋能生产经营，或是围绕人工智能应用场景开拓新的业务，打造企业第二增长曲线，实现了高质 量发展并提升公司业绩。 在视源股份"未来一节课"体验区，记者体验了人工智能辅助自动生成课件、教案；智能反馈课堂情况、 智能分析学生学情等丰富的教育教学产品。 2024年，视源股份总收入同比提升11.05%，公司围绕视觉、听觉、触觉及数据四大方向推进以人工智 能为核心的技术布局，落地人工智能+教育、人工智能+办公等应用场景，在智能控制部件和智能终端 及应用上实现业绩增长。 视源股份未来教育集团（希沃）副总裁魏振水表示，数智化赋能课堂教学是时代要求，对重构新型教学 关系有重要意义，公司希沃品牌将秉持数智化教育使命，扎根校园、深入校园，通过人工智能和数智化 技术为消除教育行业的数字鸿沟尽一份力。 不仅教育行业，消费、能源、交通 ...

Core Insights - Corero Network Security has been named a finalist for the 2025 Joseph C. Belden Innovation Award, recognizing its innovative contributions to the connectivity and networking industries [1][3] - The nomination is specifically for Corero's SmartWall ONE™, a modular DDoS protection platform that operates in both on-premises and hybrid cloud environments, showcasing significant performance and energy efficiency improvements [2][3] Company Overview - Corero Network Security specializes in DDoS protection solutions, focusing on automatic detection and protection with network visibility, analytics, and reporting tools [4] - The company is headquartered in London and operates centers in Marlborough, Massachusetts, and Edinburgh, UK, listed on the London Stock Exchange's AIM market and the US OTCQX Market [4] Product Details - SmartWall ONE™ is designed for flexible deployment and mitigates DDoS attacks in near real-time, reflecting Corero's commitment to sustainable security technologies [2][3] - The platform aims to help organizations achieve security while also meeting sustainability and digital transformation goals [3]

Core Viewpoint - Companies with favorable efficiency levels are more likely to attract investors due to their expected impressive returns, which are believed to be positively correlated with price performance [1] Efficiency Ratios - The efficiency ratio is a key indicator of a company's financial health, analyzing how effectively a company utilizes its assets and liabilities [1] - Popular efficiency ratios to consider when selecting stocks include Receivables Turnover, Asset Utilization, Inventory Turnover, and Operating Margin [2][3][4][5] Receivables Turnover - This ratio measures a company's ability to extend credit and collect debts, with a high ratio indicating effective collection of accounts receivable [2] Asset Utilization - This ratio indicates how well a company converts its assets into sales, with higher values suggesting greater efficiency [3] Inventory Turnover - This ratio assesses a company's ability to manage inventory relative to its cost of goods sold, with high values indicating efficient inventory management [4] Operating Margin - This measure reflects a company's ability to control operating expenses, with higher values indicating better expense management compared to peers [5] Screening Criteria - A favorable Zacks Rank (Zacks Rank 1) is included in the screening process to enhance profitability [6] - The screening criteria narrowed down over 7,906 stocks to eight, focusing on companies with efficiency ratios above industry averages [7] Selected Stocks - The top five stocks identified through the screening process include: - **Allot (ALLT)**: Provider of network intelligence and security solutions, with an average four-quarter positive earnings surprise of 106.7% [8] - **Companhia de Saneamento Básico do Estado de São Paulo - SABESP (SBS)**: Provides public water and sewage services, with an average four-quarter positive earnings surprise of 30.8% [10] - **Lindsay (LNN)**: Offers water management and road infrastructure products, with an average four-quarter positive earnings surprise of 17.9% [11] - **Equity Bancshares (EQBK)**: A bank holding company providing financial services, with an average four-quarter positive earnings surprise of 17.3% [12] - **Griffon (GFF)**: Engaged in manufacturing consumer and professional products, with an average four-quarter positive earnings surprise of 14.7% [13]

Investors might want to bet on Fortinet (FTNT) , as it has been recently upgraded to a Zacks Rank #2 (Buy). This upgrade primarily reflects an upward trend in earnings estimates, which is one of the most powerful forces impacting stock prices.The Zacks rating relies solely on a company's changing earnings picture. It tracks EPS estimates for the current and following years from the sell-side analysts covering the stock through a consensus measure -- the Zacks Consensus Estimate.Since a changing earnings pic ...

Core Insights - Corero Network Security has formed a strategic partnership with Brazil-based TechEnabler to enhance its DDoS Protection-as-a-Service (DDPaaS) solution with the addition of Corero 3400 400G appliances [1][2] - The partnership is part of Corero's recent success in Brazil, securing four deals totaling over $2 million in the past four months [1] - TechEnabler will utilize Corero's SmartWall ONE™ DDoS protection solutions to provide managed security services across Latin America, addressing the increasing demand for scalable DDoS mitigation strategies [2][3] Company Developments - Corero's CEO, Carl Herberger, emphasized the global demand for automated DDoS protection and the importance of the partnership with TechEnabler as a means to expand its presence in Latin America [3] - In addition to TechEnabler, Corero has signed agreements with DigitalnetBR and Forte Telecom, showcasing its commitment to providing high-performance DDoS defense technology tailored for complex network environments [3] Company Overview - Corero Network Security specializes in automatic detection and protection solutions against DDoS threats, ensuring internet service availability [4] - The company operates from its headquarters in London, with operational centers in Marlborough, Massachusetts, and Edinburgh, UK, and is listed on the London Stock Exchange's AIM market and the US OTCQX Market [4]

Core Insights - Corero Network Security has expanded its partnership with Juniper Networks, allowing Juniper to sell Corero's complete DDoS protection suite to a wider range of customers [1][2] - The partnership enables Juniper to offer advanced DDoS protection solutions, including SmartWall ONE™ and the cloud-native CORE platform, enhancing security capabilities for organizations [2][3] - This collaboration is particularly beneficial for customers operating in mixed network environments, as it provides robust DDoS protection without the need for costly infrastructure changes [3] Company Overview - Corero Network Security specializes in DDoS protection solutions, focusing on automatic detection and protection with network visibility, analytics, and reporting tools [3] - The company is headquartered in London and operates centers in Marlborough, Massachusetts, USA, and Edinburgh, UK, and is listed on the London Stock Exchange's AIM market and the US OTCQX Market [3]

Group 1 - The first "Wanggu Cup" cybersecurity competition concluded successfully in Wuhan, China, with over 1,000 participants from more than 300 universities and companies [1] - The competition featured individual and team events focused on application and foundational software security, emphasizing vulnerability discovery and offensive-defensive tactics [1] - A total prize pool of 200,000 yuan was awarded, with 30 individuals and 8 teams advancing to the finals [1] Group 2 - Chen Xingyue, Vice Chairman of the Cybersecurity Research Center, emphasized that cybersecurity is the foundation of digital China and that talent is the core competitive advantage in offensive and defensive operations [2] - The Wuhan Jinyinhu Laboratory, established in 2022, has gathered significant talent, including 8 academicians and 46 professors, focusing on innovative research and development in cybersecurity [4] - The laboratory aims to foster practical platforms for talent cultivation and accelerate the transformation of cybersecurity technology achievements through collaboration with industry partners [5]