The paper introduces Sadeed, a fine-tuned decoder-only language model based on the Kuwain 1.5B Hennara model, for improved Arabic text diacritization. Sadeed is fine-tuned on high-quality diacritized datasets and achieves competitive results compared to larger proprietary models. The authors also introduce SadeedDiac-25, a new benchmark for fairer evaluation of Arabic diacritization across diverse text genres. Why it matters: This work advances Arabic NLP by providing both a competitive diacritization model and a more robust evaluation benchmark, facilitating further research and development in the field.
KAUST startup Sadeem, which provides solar-powered smart city solutions for flood, traffic and environmental monitoring, won the Best Global Startup award in Dubai in 2017. Since then, Sadeem has focused on building its business model and infrastructure to accommodate expansion. Sadeem recently installed its smart city sensors, including the Aura air quality monitor, in Madinah, Saudi Arabia. Why it matters: This expansion demonstrates the potential for Saudi-based startups to provide innovative solutions to local challenges and scale their impact internationally.
Sadeem, a startup founded by KAUST Ph.D. graduates, develops flood and traffic sensors powered by solar batteries and transceivers. The company's technology originated as a Ph.D. project and has been supported by the KAUST Entrepreneurship Center, including participation in the KAUST Hikma IP-based Startup Accelerator program. Sadeem's sensors are designed to mitigate damage and save lives from floods, with ten nodes currently operating on the KAUST campus. Why it matters: The development and deployment of such sensor technologies in Saudi Arabia could improve urban resilience and disaster response in flood-prone areas across the GCC region.
Saee, a KAUST-supported Saudi startup based in Jeddah, aims to disrupt last-mile delivery in Saudi Arabia by addressing challenges like delays and cash-on-delivery (COD) issues. They offer services such as fast COD consolidation, flexible dispatch to freelancers, and warehouse management. Saee also introduces a new concept called Cash Before Delivery (CBD) to improve cash flow for e-commerce platforms. Why it matters: This aims to solve a key bottleneck for e-commerce growth in Saudi Arabia, where COD is prevalent and creates financial inefficiencies.
KAUST spinout Sadeem, which develops wireless environmental sensing systems, has secured $2.6 million in co-investment from the KAUST Innovation Fund and Saudi Aramco's Wa'ed Ventures. The funding will support product updates, development of new monitoring technologies, and business development. Sadeem's technology is used in cities including Mexico City and Texas for flood, traffic, weather, and air quality monitoring. Why it matters: The investment highlights the growing venture capital ecosystem in Saudi Arabia and will allow Sadeem to further develop its sensor technology for environmental monitoring and disaster prevention.
Muhammed Sameed, a 2012 KAUST alumnus, co-authored a paper published in Nature about antimatter. Sameed currently works at CERN in Switzerland. The research was featured on the KAUST website. Why it matters: The publication highlights KAUST's role in fostering scientific talent who contribute to high-impact research globally, even if the specific research is not focused on the GCC region.
KAUST startups, including Sadeem (a wireless sensor system for flood monitoring), have won top prizes in entrepreneurship competitions such as GITEX Future Stars, ArabNet Riyadh, and the Oqal Best Entrepreneur Award. Sadeem won Best Global Startup at GITEX and took home $100,000. KAUST supports early-stage startups through accelerator programs like TAQADAM and 9/10ths, as well as the KAUST Research & Technology Park. Why it matters: This success highlights KAUST's role in fostering innovation and entrepreneurship in Saudi Arabia, contributing to the Kingdom's growing startup ecosystem and economic diversification efforts.
MEDAD, a KAUST spin-off, won the 2020 MEED Sustainability Medal for its "Innovative Hybrid Solar Desalination Cycle." The MEDAD hybrid cycle desalinates seawater using solar energy at 60-80 degrees Celsius, combining adsorption with multi-effect desalination. The cycle achieved performance levels of 20% of thermodynamic limits and a water production cost of $0.48/m3. Why it matters: This award recognizes the potential of KAUST-developed technology to address critical water scarcity challenges in the GCC region through sustainable and cost-effective desalination.