MBZUAI mourns the passing of UAE President Sheikh Khalifa bin Zayed Al Nahyan. The university offers condolences to the Royal family, the UAE government, and the people. The Ministry of Presidential Affairs declared 40 days of official mourning. Why it matters: This event marks a significant moment of transition and reflection for the UAE and its institutions.
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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.
KAUST President Jean-Lou Chameau announced his retirement, effective at the end of August 2017, after more than 25 years in academic leadership positions. He will serve on the Presidential Search Committee to identify his successor. Chameau expressed pride in the KAUST community and its accomplishments. Why it matters: The transition marks a significant leadership change for KAUST as it continues to develop as a leading science and technology university in the region.
The paper introduces ILION, a deterministic execution gate designed to ensure the safety of autonomous AI agents by classifying proposed actions as either BLOCK or ALLOW. ILION uses a five-component cascade architecture that operates without statistical training, API dependencies, or labeled data. Evaluation against existing text-safety infrastructures demonstrates ILION's superior performance in preventing unauthorized actions, achieving an F1 score of 0.8515 with sub-millisecond latency.
John Pantoja from the Directed Energy Research Center at TII presented a method to estimate the effects of high current impulses on electro-conductive textiles. The method uses specific action, a parameter to determine burst of exploding wires, and a new equivalent electrical circuit. The model estimates the current intensity needed to melt the conductive layer at contact areas between yarns, and is validated experimentally on ripstop woven fabrics. Why it matters: The research explores conductive fabrics for portable lightning protection shelters, potentially reducing lightning-related accidents in high-risk populations.