KAUST is expanding its REVelate corporate innovation workshop into a larger "Innovation Academy" program. The program targets Saudi-based companies, nonprofits, and government organizations. It aims to develop novel processes, design thinking, and intrapreneurship to benefit their missions and support the Kingdom's knowledge economy. Why it matters: The expansion signals KAUST's growing role in fostering innovation and entrepreneurship within Saudi Arabia's corporate and public sectors.
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.
This research introduces a novel method using the Lateral Accretive Hybrid Network (LEARNet) to capture and analyze micro-expressions for mental health applications. The method refines both broad and subtle facial cues to detect mental health conditions like anxiety or depression. The authors also propose a neural architecture search (NAS) strategy to design a compact CNN for micro-expression recognition, improving performance and resource use. Why it matters: By integrating micro-emotion recognition with mental health estimation, the approach enables more accurate and early detection of emotional and mental health issues, potentially leading to improved well-being.
The paper introduces SectEval, a new benchmark to evaluate sectarian biases in LLMs concerning Sunni and Shia Islam, available in English and Hindi. Results show significant inconsistencies in LLM responses based on language, with some models favoring Shia responses in English but Sunni in Hindi. Location-based experiments further reveal that advanced models adapt their responses based on the user's claimed country, while smaller models exhibit a consistent Sunni-leaning bias.
Cerebras Systems is planning a significant expansion in the UAE, aiming to deploy more of its AI supercomputers in the region. The company is partnering with Abu Dhabi's G42 to provide the computing power necessary for G42's AI models. Cerebras already has three of its systems deployed in the UAE and anticipates further installations. Why it matters: This expansion highlights the UAE's growing importance as a hub for AI development and the increasing demand for high-performance computing in the region.