Research AI Labels – How They Can Provide Guidance and Build Trust 23. July 2025 AI labels can bridge communication gaps and promote trust in AI. A user study shows that they are clear, comparable, and accessible to experts and people without a technical background, helping them to make sustainable, informed decisions.... read more
Research The FRIES Trust Score: How AI Trustworthiness Can Be Quantified 11. June 2025 How can the trustworthiness of AI models be measured objectively and systematically? The FRIES Trust Score offers a structured approach to enhance transparency and comparability in models and datasets.... read more
Research Action Space Design – Reinforcement Learning for Robot Motor Skills 09. April 2025 Practitioners typically rely on intuition to choose action spaces for robot learning tasks. This study examines action space selection across various tasks and robots, offering practical guidelines for the robot learning community.... read more
Research Splitting Stump Forests: A Model to Accurately “Compress”? 19. March 2025 Edge AI enables local AI model deployment for efficient data processing, but optimization is challenging. This post explores Splitting Stump Forests (SSF), a powerful compression technique for efficient Edge AI deployment. ... read more
Research Can Stories Help LLMs Reason? A Deep Dive into the Story of Thought (SoT) Framework 11. December 2024 Can storytelling unlock new reasoning powers in AI? Explore how the innovative Story of Thought (SoT) framework uses narratives to enhance LLMs' ability to solve complex, knowledge-intensive problems with greater coherence and depth.... read more
Research AI and ML applied to Life Sciences 06. November 2024 Explore how AI and machine learning transform life sciences by enhancing transparency in drug discovery and advancing chemical and biological knowledge through interdisciplinary research at the Lamarr Institute.... read more
Research Multilingual Instruction-Tuning: Do Polyglot Models Demand for Multilingual Instructions? 30. October 2024 Multilingual instruction-tuning of models pre-trained on Indo-European languages reveals that (semantically) parallel datasets significantly boost cross-lingual capabilities compared to monolingual ones. We introduce new multilingual evaluation resources and datasets for polyglot model training. ... read more
Research qubolite: A Toolbox for Working with QUBO 31. January 2024 Quadratic unconstrained binary optimization (QUBO) problems appear in many different domains such as Machine Learning and Data Mining. We present our light-weight and feature-rich Python package qubolite for working with QUBO.... read more
Research Simplified language for all: How to create a dataset in Simple German 06. December 2023 Machine Learning models are only as diverse as the datasets they are trained on. Learn more about the first publicly available bilingual dataset in German and Simple German language provided by us.... read more
