This paper presents an intelligent trading framework based on large language models. This system integrates the semantic reasoning of LLMs with classic statistical models, using LLMs to analyze news, sentiment, and macro reports to generate signals. These signals are combined with historical data and then drive the risk control module. The trading system replaces human analysts, ...

In visual navigation and positioning tasks, agents often fail to simultaneously observe two distant feature points due to the limited field of view (𝐹𝑂𝑉) of the camera, leading to angle measurement failure. This paper proposes a chain tracking measurement method, this method does not rely on additional hardware, utilizing only natural feature points in the image sequence for ...

This paper introduces a novel side-channel attack named the M-Listening Mouse, which exploits the high precision and sensitivity of modern optical mouse sensors to secretly eavesdrop on user speech by detecting minute vibrations on the desktop surface. Audio signals can cause subtle vibrations on the desktop, which can be sensed by the optical sensors of the mouse. Attackers can ...

This paper considers a structure for onboard communication equipment. Its purpose is to collect and process information about the road situation and transmit the data for further processing by artificial intelligence (AI) systems, enabling advanced driver-assistance and traffic optimization solutions.

The article explores the potential of virtual reality (VR) for preserving historical and cultural heritage. Drawing on the experience of developing and implementing the «Echo of the Past» project, aimed at creating an interactive digital collection of artifacts from the Great Patriotic War, it is shown that VR offers innovative ways not just to conserve history, but also to ...

This article focuses on the challenges of effectively organizing the educational process and the interaction of its participants. The authors examine methods for developing an intuitive and adaptive digital environment for interaction between participants in the educational process.

This paper analyzes the systemic bias in artificial intelligence (AI) development towards automation and labor substitution, arguing that this trajectory is shaped by institutional and economic incentives. A structured policy framework, the Augmentation Mandate, is proposed to reorient AI towards human-machine collaboration to foster sustainable productivity and equitable ...

The article examines the directions of introducing artificial intelligence technologies into the activities of customs authorities, their impact on the efficiency of customs control, as well as potential risks and limitations. Special attention is given to the legal, organizational, and ethical aspects of using intelligent systems. The prospects for the development of customs ...

The article explores the phenomenon of neuro-myths – modern myths generated by artificial intelligence. The author analyzes the reasons for their emergence and the impact on different generations. Based on a survey, conclusions are drawn about the perception of neuro-myths by young people.

This article examines the fundamental principles of VR and AR, examples of successful application, as well as the barriers and challenges facing marketers today.