FH JOANNEUM University of Applied Sciences

Experiencing AI Together: A Design-Based Research Approach to Collaborative Prompting in Education

Slides of the presentation at ICL2026 (TH Köln, Cologne, Germany). The talk reports on a Design-Based Research study on collaborative prompting in teacher education using the platform collab.prompting.school with in-house LLM hosting. Building on the RETURN Manifesto, it explores...

Experiencing AI Together: A Design-Based Research Approach to Collaborative Prompting in Education

Slides of the presentation at ICL2026 (TH Köln, Cologne, Germany). The talk reports on a Design-Based Research study on collaborative prompting in teacher education using the platform collab.prompting.school with in-house LLM hosting. Building on the RETURN Manifesto, it explores...

Open or Frontier? A Cost- and Energy-Aware Benchmark of Large Language Models for Software Vulnerability Detection

Large language models (LLMs) are increasingly applied to software vulnerability detection, but evaluations report accuracy while ignoring inference cost and energy and under-represent open-weight models relative to proprietary systems. We benchmark eight LLMs, three frontier, and...

“Then you are left on your own”: barriers to guideline-based speech and language therapy for aphasia along the patient journey in the German-speaking healthcare context

Abstract Background Although evidence-based recommendations for aphasia rehabilitation exist, guideline-based speech and language therapy is still not consistently implemented in routine care. Previous studies have described barriers to therapy participation from the perspective...

Tendon morphological and mechanical responses to eccentric and heavy-slow resistance training in Achilles and patellar tendinopathy: a scoping review

Tendinopathy is a disabling and painful condition commonly associated with repetitive mechanical loading. Eccentric training (ECC) has been widely used in rehabilitation but can be mechanically demanding and pain-provoking. Heavy-Slow Resistance Training (HSRT) has emerged as an...

Maternal BMI modulates cord plasma NT-proBNP in gestational diabetes linking cardiac stress to insulin-cortisol crosstalk

Abstract Gestational diabetes mellitus (GDM) is an increasingly prevalent pregnancy disorder associated with adverse maternal and neonatal outcomes, including an increased risk of early-onset cardiovascular disease in infants. GDM is associated with cardiac structural and functio...