Flock Safety has become one of cops’ go-to surveillance tools and a $7.5 billion business. Now CEO Garrett Langley has both police tech giant Axon and Chinese drone maker DJI in his sights on the way to his goal: Preventing all crime in the U.S. https://t.co/435sfxAtaO #Cloud100 ...

Flock Safety has become one of cops’ go-to surveillance tools and a $7.5 billion business. Now CEO Garrett Langley has both police tech giant Axon and Chinese drone maker DJI in his sights on the way to his goal: Preventing all crime in the U.S. https://t.co/IVqwLMO7MM #Cloud100 ...

Flock Safety has become one of cops’ go-to surveillance tools and a $7.5 billion business. Now CEO Garrett Langley has both police tech giant Axon and Chinese drone maker DJI in his sights on the way to his goal: Preventing all crime in the U.S. https://t.co/MdGcC95up0 #Cloud100 ...

Group 1 - The core viewpoint of the article emphasizes the importance of trajectory prediction in autonomous driving and related fields, highlighting that end-to-end methods are not yet widely adopted, and trajectory prediction remains a key area of research [1][3]. - The article discusses the integration of diffusion models into trajectory prediction, which significantly enhances multi-modal modeling capabilities, with specific models like Leapfrog Diffusion Model (LED) achieving real-time predictions and improving accuracy by 19-30 times on various datasets [2][3]. - The course aims to provide a systematic understanding of trajectory prediction, combining theoretical knowledge with practical coding skills, and assisting students in developing their own models and writing research papers [6][8]. Group 2 - The target audience for the course includes graduate students and professionals in trajectory prediction and autonomous driving, who seek to enhance their research capabilities and understand cutting-edge developments in the field [8][10]. - The course offers a comprehensive curriculum that includes classic and cutting-edge papers, baseline codes, and methodologies for selecting research topics, conducting experiments, and writing papers [20][30]. - The course structure includes 12 weeks of online group research followed by 2 weeks of paper guidance, ensuring participants gain practical experience and produce a research paper draft by the end of the program [31][35].

Flock Safety said it will add AI to its surveillance products used by US police departments, an update the company said will help make society safer and that privacy advocates have called "abominable" https://t.co/gfBG5NhwZj ...

Core Insights - Maris-Tech Ltd. has received a $100,000 purchase order for a new surveillance solution aimed at the defense sector, marking its entry into a new market segment [1][2][3] - The new solution will utilize the Company's Jupiter-AI edge technology and will be integrated into an advanced military surveillance system for real-time threat detection and monitoring [2][3] - The CEO of Maris-Tech emphasized that this order reflects growing market confidence in the Company's capabilities and represents a significant step into the defense industry [3] Company Overview - Maris-Tech is recognized as a global leader in video and AI-based edge computing technology, specializing in intelligent video transmission solutions [3] - The Company offers lightweight, low-power products that provide high-performance capabilities, including raw data processing and AI-driven analytics, serving various sectors such as defense, aerospace, and homeland security [3]

Investment Rating - The investment rating for Hikvision is Neutral with a 12-month target price of Rmb30.6, reflecting a cautious view on the saturated surveillance market and macro uncertainties [1][13][15]. Core Insights - Hikvision is expected to see a gradual recovery in revenues, projecting a 5% year-over-year growth in 2Q25, reaching Rmb24.7 billion, driven by better seasonality and expansion in overseas and innovative business [1]. - The company is focusing on higher-margin business segments and leveraging AI technology to enhance its product offerings, including the launch of the Guanlan AI Model for complex scenario analysis [2][15]. - Earnings estimates for 2025-2027 have been revised down by 26%, 19%, and 18% respectively, primarily due to lower revenue expectations from the China Public Sector Business (PBG) and Small-medium Enterprise Business (SMBG) [3][7]. Revenue and Earnings Projections - Revenue projections for Hikvision are as follows: - 2025E: Rmb106.4 billion (down 8% from previous estimates) - 2026E: Rmb120.3 billion (down 7%) - 2027E: Rmb130.5 billion (down 7%) [7][17]. - Gross margin (GM) is expected to be 44.1% in 2025, with slight fluctuations in subsequent years [7][11]. Financial Metrics - The projected earnings per share (EPS) for Hikvision are revised to Rmb1.55 for 2025, Rmb1.85 for 2026, and Rmb2.06 for 2027, reflecting a decrease from previous estimates [7][17]. - Operating profit (OP) is expected to decline significantly, with a projected Rmb15.3 billion for 2025, down 28% from earlier estimates [7]. Market Position and Strategy - Hikvision is positioned as a global leader in the surveillance industry, benefiting from potential industry consolidation and expanding into AI surveillance and innovative business areas for long-term growth [15]. - The company is focusing on diversifying its solutions to include emergency response, safe production, and cost-saving measures, while also enhancing its AI capabilities to improve operational efficiency [1][2].

Core Insights - Cloudastructure has made its first sale of the Mobile Surveillance Trailer Alpha™, marking its entry into the construction sector and expanding its total addressable market (TAM) [1][5] - The company’s AI-powered mobile surveillance solutions are designed to address the growing concerns of theft and vandalism in high-risk job sites, particularly in the construction industry [1][4] Company Developments - The customer, a national contractor in renewable energy, selected Cloudastructure for its reliable live monitoring capabilities, which outperformed their previous provider [2] - The Mobile Surveillance Trailer Alpha™ offers features that are critical for installations in rural areas, including rapid response capabilities [2] Industry Context - Construction site theft is a significant issue, with annual losses estimated between $300 million and $1 billion, and recovery rates for stolen equipment are below 25% [3] - As insurance companies increase scrutiny and premiums for at-risk sites, there is a growing demand for smarter security solutions [4] Product Features - Cloudastructure's mobile surveillance trailer provides 24/7 protection with AI detection and human intervention, achieving a 98% deterrence rate [4] - The platform offers a centralized cloud-based portal for managing surveillance across multiple sites, along with features like real-time AI threat detection and proactive remote guarding [6][7] Market Positioning - The sale of the Mobile Surveillance Trailer Alpha™ validates the demand for flexible, mobile surveillance solutions in underserved markets [5] - Cloudastructure aims to capture market share through its high-margin, recurring revenue model, especially as costs related to theft and insurance continue to rise [5]