A new paper from MBZUAI introduces JEEM, a benchmark dataset for evaluating vision-language models on their understanding of images grounded in four Arabic-speaking societies (Jordan, UAE, Egypt, and Morocco) and their ability to use local dialects. The dataset comprises 2,178 images and 10,890 question-answer pairs reflecting everyday life and culturally specific scenes. Evaluation of several Arabic-capable models (Maya, PALO, Peacock, AIN, AyaV) and GPT-4o revealed that while models can generate fluent language, they struggle with genuine understanding, consistency, and relevance, especially when cultural context is important. Why it matters: This research highlights the challenges of building AI systems that can truly understand and interact with diverse cultures, emphasizing the need for culturally grounded datasets and evaluation metrics.
MBZUAI researchers release JEEM, a new benchmark dataset for evaluating vision-language models on Arabic dialects. The dataset covers image captioning and visual question answering tasks using images from Jordan, UAE, Egypt, and Morocco. Results show models struggle with cultural understanding and relevance despite fluent language generation.
GITEX Africa 2024 highlighted data utilization, energy solutions, and sustainable innovations as key forces reshaping mobility across the African continent. Discussions emphasized leveraging data analytics for smart transportation systems and optimizing energy consumption in vehicles. The event also showcased advancements in electric vehicles and renewable energy integration for sustainable mobility solutions. Why it matters: The focus on data-driven and sustainable mobility solutions at GITEX Africa 2024 underscores the region's commitment to leveraging technology for addressing transportation challenges and promoting environmental sustainability.
GITEX Africa is set to take place in Morocco, attracting state and investor interest in developing Africa's digital infrastructure. The event will focus on various topics, including data centers, cloud services, and cybersecurity. Several African nations are prioritizing investment in digital infrastructure to boost economic growth and improve public services. Why it matters: This event highlights the growing importance of Africa as a key region for digital investment and development, with potential for significant economic and social impact.
KAUST hosted representatives from Islamic Development Bank (IsDB) member countries to showcase its aquaculture expertise. The IsDB funded the visit, with co-investment from Innovative Contractors for Advanced Dimensions (ICAD), to introduce KAUST's aquaculture technology to representatives from Morocco, Mali, Burkina Faso and Egypt. The visit aimed to accelerate aquaculture capabilities in North and West Africa, with ICAD pledging up to $20 million in grants for future projects using KAUST technology. Why it matters: This collaboration demonstrates KAUST's role as a regional hub for advanced aquaculture technology and promotes sustainable food production in IsDB member countries.
KAUST alumnus Babar Khan won the best oral presentation award at the First International Symposium on Nanomaterials and Membrane Science in Morocco. His presentation focused on his doctoral work at the KAUST Water Desalination and Reuse Center, specifically on detecting microbes on industrial surfaces and their impact on membrane systems. Khan's research involves an indirect method to measure microbial communities in closed systems. Why it matters: This award recognizes KAUST's contribution to innovative research in water desalination and microbial detection, highlighting the university's impact on addressing critical environmental challenges.
ICESCO and MBZUAI concluded a series of meetings at Moroccan universities to introduce engineering and science students to AI and scholarship opportunities at MBZUAI. Over 500 master’s and doctoral students participated in the week-long event. MBZUAI representatives highlighted the university's focus on computer vision and machine learning. Why it matters: This collaboration promotes AI education and research opportunities for students in Morocco, potentially fostering AI talent and innovation in the region.
GITEX Africa 2026 will focus on the role of agritech in transforming Africa's agricultural sector. The event aims to bridge existing gaps and foster innovation within the industry. Discussions will likely cover topics such as precision farming, AI-driven solutions, and sustainable agricultural practices. Why it matters: The event highlights the growing importance of technology in addressing food security and promoting economic development across the African continent.