generative ai

Datafile_TaskDriven Labour Market Adjustment to Generative AI in Sweden_Kallberg

From Critique to Analysis, and Ultimately to Deep Understanding: Teaching Students to Read Clinical Research Articles in the AI Era

Teaching students to read clinical research has often been organised around journal critique and the identification of methodological weaknesses. Although critical appraisal remains essential, a fault-finding approach can reduce reading to a checklist of errors. This working paper traces an approximately twenty-year ev...

From Disruption to Agency: AI, Computing Cultures, and the Future of Digital Ethics

Artificial intelligence is often presented today as an unprecedented technological disruption, but its central ethical questions—concerning automation, human agency and flourishing, accountability, access, labor, and environmental cost—have deep roots in the histories of computing, science, communication, and technolog...

Fides et Speculum: The Mirror That Refuses: Constitutional AI Integrity and Sovereign Pedagogy in Higher Education

Higher-education responses to generative artificial intelligence remain dominated by disclosure, detection, assessment redesign, and post hoc enforcement. These measures are necessary but incomplete because they govern the human-AI relationship primarily from outside the system. This conceptual and design-based paper d...

Generative AI Adoption in Banking Institutions: A Design Science Approach to Addressing Trust, Data Sovereignty, Cost and Workforce Resistance Barriers

Despite significant pilot activity in Generative AI across financial institutions (78% running active pilots), only a fraction transition these projects into operational production. While commercial maturity exists for underlying technologies such as retrieval-augmented generation and private endpoints, significant org...

Conservation, symmetry, and nonlinear exchange in a shearing self-gravitating magnetofluid

This deposit presents “Conservation, symmetry, and nonlinear exchange in a shearing self-gravitating magnetofluid,” together with supplementary material and compact supporting evidence.The study connects conservation accounting, symmetry-dependent observability, and controlled nonlinear evolution in an eight-component...

Invisible Image Watermark Attacks: A Survey

Invisible image watermarking supports copyright protection, provenance tracing, and AI-generated content governance. However, deep encoder-decoder and generative watermarks, public image editors, and latent-space reconstruction have transformed watermark attacks into a rapidly evolving landscape beyond conventional dis...

BurnSight: code for a feasibility framework for generative short-term forecasting of burn wound images from sequential clinical photographs

Code accompanying the manuscript "BurnSight, a feasibility framework for generative short-term forecasting of burn wound images from sequential clinical photographs." BurnSight forecasts the next-day appearance of a burn wound from a short sequence of clinical photographs, using a K-conditioned ConvLSTM Creator with re...

Intellectual Property in the Age of Generative Materials Design: Ownership of AI-Discovered Compounds

Research and Practice on Teaching Reform of Software Engineering Directed by AI Empowerment and Industry-Academia Integration

With the rapid evolution of artificial intelligence (AI) and modern software architecture, traditional software engineering education faces severe challenges, including disconnected theory and practice, outdated curriculum design, and insufficient focus on practical AI-assisted development tools. This paper proposes a...

Governança e Aplicação de Inteligência Artificial Generativa no Ensino de Filosofia: Modelo de Inovação Pedagógica e Formação Docente

PERGUNTA DE PESQUISA E TESE CENTRAL Pergunta de Pesquisa: Em que medida um modelo de linguagem de grande escala (LLM de 8B parâmetros) executado localmente em hardware de baixo custo, associado a um protocolo pedagógico de auditoria hermenêutica em três camadas, é capaz de identificar e refutar erros conceituais no ens...

Conservation, symmetry, and nonlinear exchange in a shearing self-gravitating magnetofluid

This deposit presents “Conservation, symmetry, and nonlinear exchange in a shearing self-gravitating magnetofluid,” together with supplementary material and compact supporting evidence.The study connects conservation accounting, symmetry-dependent observability, and controlled nonlinear evolution in an eight-component...