Is generative AI disrupting software engineering? And what will software engineering look like in the era of generative AI? In this blog post, two of our experts attempt to answer these questions. Artikel in Deutsch lesen: Generative KI im Software…
Stellt generative KI Software Engineering auf den Kopf? Wie wird KI in der Softwareentwicklung eingesetzt und wie wird Software Engineering in der Ära der generativen KI zukünftig aussehen? In diesem Blogbeitrag antworten zwei unserer Experten auf diese Fragen. Während sich…
In today’s rapidly evolving automotive and aerospace industries, ensuring system safety and regulatory compliance is critical. The need for more structured and clearer safety cases is required by existing and upcoming regulation and standards (e.g. AFGBV (German L4 law), EU…
Unlocking Automotive Safety: How LLM-Augmented Tools Are Transforming Hazard and Risk Assessments In the ever-evolving landscape of automotive safety engineering, the Hazard Analysis and Risk Assessment (HARA) process is crucial. This procedure demands extensive engineering expertise to meet the requirements…
Enhancing datasets by adding input variations or data quality deficits is often done using data augmentation approaches. These approaches employ classical image processing techniques, Deep Learning models like Convolutional Neural Networks (CNNs), or Generative Adversarial Networks (GANs). With the rise…
The use of Machine Learning (ML) components in safety-critical or financially critical systems is challenging. At Fraunhofer IESE, we address this challenge by systematically engineering comprehensive multi-layered safety concepts and explicitly considering sources of uncertainties. This specifically includes situations at…
Development and testing of Advanced Driver Assistance Systems (ADAS) and autonomous driving technologies are of paramount importance in the rapidly evolving automotive industry [1]. Therefore, in collaboration with our industrial partners aSR and CADFEM, we built a driving simulator that…
Zu Beginn des Jahres 2024 wurde der Begriff „Large Action Model“ (LAM) mit dem Release von Rabbit R1 in der Öffentlichkeit bekannt. Parallel dazu haben sich Large Language Models (LLM) und multimodale Modelle als nützlich erwiesen, um Roboter besser zu…
Service-based production promises a plethora of benefits, such as higher revenues, by providing custom-tailored products or a significant reduction of the time between the placement of a customer order and its fulfillment. However, how can service-based production be realized? Delve…
Die medizinische Versorgung auf dem Land steht vor großen Herausforderungen. Praxen können kaum neue Patientinnen und Patienten aufnehmen, und es fehlt auch an Nachfolgenden. Die Wartezeiten für Facharzttermine sind lang und die Diagnosefindung dauert ebenfalls immer länger. In diesem Blogartikel…
