This paper introduces ProgramFC, a fact-checking model that decomposes complex claims into simpler sub-tasks using a library of functions. The model uses LLMs to generate reasoning programs and executes them by delegating sub-tasks, enhancing explainability and data efficiency. Experiments on fact-checking datasets demonstrate ProgramFC's superior performance compared to baseline methods, with publicly available code and data.
James Scott Berdahl, originally a science writer, first came to KAUST for a five-week writing program covering the 2014 Winter Enrichment Program. Impressed by the opportunities, he applied and was accepted as a Ph.D. student in Earth Science and Engineering under Professor Matthew McCabe. He appreciates the resources at KAUST that enable ambitious research. Why it matters: This highlights KAUST's ability to attract international talent and convert short-term engagements into long-term academic pursuits, strengthening its research community.
NYU Abu Dhabi and MBZUAI researchers have developed ARWI, a free web application to help Arabic language learners improve their writing skills in Modern Standard Arabic. ARWI provides essay prompts aligned with CEFR skill levels, features an Arabic text editor, and gives personalized feedback. The tool won the Diversity Award at the Workshop on Intelligent and Interactive Writing Assistants (In2Writing). Why it matters: This tool can help preserve the quality and personal voice of Arabic writing amid the rise of LLMs.
Ted Briscoe from the University of Cambridge discussed using machine learning and NLP to develop learning-oriented assessment (LOA) for non-native writers. The technology is used in Cambridge English courseware like Empower and Linguaskill, as well as Write and Improve. Briscoe is also the co-founder and CEO of iLexIR Ltd. Why it matters: Improving automated language assessment could significantly enhance online language learning platforms in the Arab world and beyond.
The UAE is launching an initiative to train young Emiratis as 'industrial storytellers,' aiming to develop a specialized workforce capable of communicating compelling narratives about the nation's industrial sector. This program will equip participants with skills to create engaging content and effectively promote industrial advancements. The initiative is designed to enhance national talent in strategic communication and foster deeper engagement with critical economic sectors. Why it matters: This program underscores the UAE's commitment to developing a highly skilled local workforce, capable of leveraging modern communication techniques, potentially including digital and AI-driven tools, to highlight its industrial growth and attract investment.
KAUST has launched REVelate, a corporate innovation program aimed at mid and senior management of Saudi-based companies. The four-month program includes lectures, workshops, and mentoring to develop projects important to the participating companies. It is designed to foster an 'intrapreneurship' culture and enhance the innovation capacity of KAUST industry partners. Why it matters: This initiative addresses a critical need for corporate innovation methodologies in Saudi Arabia, potentially boosting the performance and competitiveness of local companies.
MBZUAI researchers have developed an AI program using vision transformers that can learn a person's handwriting style and generate text in that style. The US Patent and Trademark Office recently granted a patent for this technology, which could aid individuals with writing impairments. The system overcomes limitations of previous GAN-based approaches by processing long-range dependencies in handwriting. Why it matters: This patented AI tool enhances personalized text generation and has potential applications in assistive technology and improving handwriting recognition models.
MBZUAI has opened applications for its NextGen Winter Program, a two-week AI literacy program for UAE high school students (Grades 10-12) taking place December 8-19, 2025. The program includes interactive workshops, group challenges, and engagement with MBZUAI faculty, with registration closing on November 19, 2025. This winter edition follows a successful summer program that saw high interest from UAE youth in AI. Why it matters: The program contributes to building national AI capabilities by providing early AI exposure to UAE youth, in line with the UAE's vision for future-ready talent.