generative ai

A multifactor model for assessing programming knowledge based on the synchronization of AI analytics and expert evaluation

Introduction The widespread adoption of generative AI tools has created new methodological challenges for the validity of assessment in higher education. If a neural network can write code, how can a student's actual knowledge be assessed objectively? This study proposes a multifactor AI-assisted assessment model for t...

Transl-AI-tion 2.0

Artificial intelligence (AI) is transforming translation and interpreting with unprecedented speed, raising fundamental questions about the future of cross-lingual communication. This edited volume brings together scholars and practitioners from around the world to examine the technological, ethical, legal and pedagogi...

Human-like content analysis for generative AI with language-grounded sparse encoders

The rapid development of generative AI has transformed content creation, communication, and human development. However, this technology raises profound concerns in high-stakes domains, demanding rigorous methods to analyze and evaluate AI-generated content. While existing analytic methods often treat images as indivisi...

A Survey on Retrieval-Augmented and Transformer-Based Approaches for Legal AI: Grounding, Reasoning, and Multilingual Outcome Prediction

Legal artificial intelligence (AI) systems increasingly draw on retrieval-augmented generation (RAG), transformerbased embeddings, multi-stage structured reasoning, and ensemble learning to support tasks such as legal question answering, legal judgment prediction, and multilingual outcome prediction. Hallucination, lim...

Розвиток критичного мислення учнів на уроках природничого циклу засобами цифрових інструментів: теоретичний аспект

The modern system of general secondary education in Ukraine is developing amid profound digital transformation and arethinking of learning goals. Within the New Ukrainian School, the emphasis shifts from the acquisition of ready-madeknowledge to the formation of key competencies, among which critical thinking holds a c...

Generative Artificial Intelligence: Development, Applications and Security

Abstract This chapter is devoted to highlighting aspects of the development of technologies based on artificial intelligence (AI) models and their current use. Special attention is paid to the role of AI in creativity and intellectual property. It is noted that AI can act as a tool directly involved in the creative pro...

Between caution and adaptation. Artificial intelligence in Polish social work practice

This article examines how Polish social work practitioners perceive artificial intelligence (AI), the extent of its adoption, and the hopes and concerns linked to its use. In December 2025, a nationwide Computer-Assisted Web Interview (CAWI) survey was conducted with 1,243 social workers and managers employed in social...

From exploration to application: A scoping review of stand-alone generative AI tool use in undergraduate nursing education and its impact on learning outcomes

Rethinking assessment in the age of generative AI: A systematic literature review of African higher education

A GenAI-Powered Authentication Protocol for Secure Monitoring of Hajj/Umrah Pilgrims Using Cinematographic Drones

Maintaining safety in crowded events with more than 4.5 million Hajj and Umrah pilgrims becomes a very challenging issue in terms of crowd security. While occlusion occurs in traditional closed-circuit television (CCTV) systems, drone-based crowd surveillance is still susceptible to threats like spoofing, command injec...

Diffusion-Collaborated Text--Visual Multimodal Guidance for Image Manipulation Localization in IoT Supply Chain Systems

AI-powered supply chain systems, a critical component of IoT, leverage automated image verification for deliveries but face vulnerabilities such as image manipulation, which can introduce false data and security risks. With advancements in generative AI, attackers can now manipulate logistics images more convincingly,...

Federated Generation and Fusion for Privacy-Preserving Cross-Domain Optic Disc and Cup Segmentation in IoT-Enabled Healthcare

Ocular diseases are a leading cause of permanent blindness worldwide, making early and accessible screening critical for vision preservation. Fundus imaging, increasingly deployed through Internet of Medical Things (IoMT) devices, offers a noninvasive and cost-effective modality for large-scale retinal screening in com...