The Open Arabic LLM Leaderboard (OALL) has been launched to benchmark Arabic language models, addressing the gap in resources for non-English NLP. It incorporates datasets like AlGhafa, ACVA, and translated versions of MMLU and EXAMS from the AceGPT suite. The leaderboard uses normalized log likelihood accuracy for tasks, built around HuggingFace’s LightEval framework. Why it matters: This initiative promotes research and development in Arabic NLP, serving over 380 million Arabic speakers by enhancing the evaluation and improvement of Arabic LLMs.
Ghada Ahmed, a fourth-year Ph.D. student at KAUST's Solar Center, researches semiconductor nanocrystals under the supervision of Assistant Professor Omar Mohammed. Her work focuses on the colloidal synthesis of quantum dots and nanocrystals with controlled sizes and shapes. She aims to understand photogenerated charge carrier dynamics and reaction mechanisms to optimize energy-efficient devices. Why it matters: This research contributes to advancements in materials science and renewable energy technologies within the Kingdom.
KAUST Professors Atif Shamim and Osman Bakr received the King Prize for Honoring Inventors and the Gifted from KACST. Shamim was awarded for his real-time microwave sensing system that determines the proportion of water mixed in oil, enhancing production efficiency. Bakr won for his work on hybrid perovskite materials for optoelectronics and solar cell applications. Why it matters: The King Prize recognizes impactful innovations developed within Saudi Arabia, encouraging further advancements in key technological areas and highlighting KAUST's role in addressing national challenges.
KAUST and Saudi healthtech company amplifAI health have signed an MoU to develop a new disease detection system. The system will combine amplifAI's AI technology with KAUST's HyplexTM hyperspectral imaging, initially for diabetic foot complications. Clinical trials are planned, with aims to reduce amputations and save Saudi Arabia over 2 billion Riyals annually. Why it matters: This partnership showcases the potential of combining Saudi AI and advanced imaging technologies to address pressing healthcare challenges in the region, particularly diabetes.
Dr. Youssef Belmabkhout, a senior research scientist at KAUST's Advanced Membranes & Porous Materials Research Center, received the 2018 Young African Researchers Award from the Academy of Scientific Research and Technology of Egypt. The award recognizes his research in water, energy, and environmental sciences, specifically his work on Metal-Organic Frameworks (MOFs) for energy-efficient separations. Belmabkhout contributed to discovering MOF molecular sieves for separations like paraffin-isoparaffin and olefin-paraffin. Why it matters: This award highlights the growing recognition of materials science research in the region and KAUST's contributions to developing energy-efficient separation technologies.
The Saudi Ministry of Environment, Water and Agriculture has launched the Saudi AgriFood Tech Alliance. KAUST is a founding member along with the Research, Development and Innovation Authority and Topian (the NEOM Food Company). The alliance includes around 40 entities from the public and private sectors, research, academia, and nonprofit organizations to deploy AgriFood technological solutions. Why it matters: This initiative signals Saudi Arabia's intent to leverage technology and partnerships to enhance food security and sustainability within the Kingdom's agricultural sector.
This paper proposes a smart dome system for mosques that uses machine learning to automatically control dome ventilation based on weather conditions and outside temperatures. The system was tested on the Prophet Mosque in Saudi Arabia using K-Nearest Neighbors and Decision Tree algorithms. The Decision Tree algorithm achieved a higher accuracy of 98% compared to 95% for the k-NN algorithm.