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Results for "Operational AI"

Advances in Operational Artificial Intelligence and Impact on Society

MBZUAI ·

MBZUAI Professor Fakhri Karray delivered a talk on advances in operational AI, highlighting its potential to grow global GDP by 15% by 2025. He discussed AI's impact on IoT, self-driving machines, virtual assistants, and other fields. Karray outlined milestones in AI, achievements in operational AI, future directions, and challenges for safe and beneficial AI. Why it matters: The presentation underscores MBZUAI's role in shaping the discourse around AI's transformative potential and ethical considerations in the region.

MBZUAI Talks – Advances in Operational Artificial Intelligence and Impact on Society

MBZUAI ·

MBZUAI hosted a webinar by Provost Fakhreddine Karray on "Advances in Operational Artificial Intelligence and Impact on Society." The talk covered AI's origins, advancements with a focus on Operational AI (OAI), and its potential to grow global GDP by 15% as early as 2025. Karray highlighted AI's impact on sectors like healthcare, finance, and transportation, emphasizing its transformative potential and connection to the Fourth Industrial Revolution. Why it matters: This event signals MBZUAI's commitment to disseminating knowledge and fostering discussions on the impact of AI across various sectors, solidifying its role as a thought leader in the region's AI landscape.

Mass production of AI solutions

MBZUAI ·

MBZUAI Assistant Professor Qirong Ho is researching AI operating systems to standardize algorithms and enable non-experts to create AI applications reliably. He emphasizes that countries mastering mass production of AI systems will benefit most from the Fourth Industrial Revolution. Ho is co-founder and CTO at Petuum Inc., an AI startup creating standardized building blocks for affordable and scalable AI production. Why it matters: This research aims to democratize AI development and promote widespread adoption across industries in the UAE and beyond.

Breathing life into the AI operating system

MBZUAI ·

MBZUAI faculty Eric Xing and Qirong Ho are developing AI operating systems (AI OS) for efficient AI development, similar to mobile OS. They co-founded AI startup Petuum and lead the CASL community, which focuses on composable, automatic, and scalable learning. CASL provides a unified toolkit for distributed training and compositional model construction, with contributions from MBZUAI, CMU, Berkeley, and Stanford. Why it matters: The development of AI OS aims to optimize AI applications by efficiently connecting software and hardware, fostering innovation and broader adoption of AI solutions across industries in the region.

Optimizing AI Systems through Cross-Layer Design: A Data-Centric Approach

MBZUAI ·

A Duke University professor presented a data-centric approach to optimizing AI systems by addressing the memory capacity and bandwidth bottleneck. The presentation covered collaborative optimization across algorithms, systems, architecture, and circuit layers. It also explored compute-in-memory as a solution for integrating computation and memory. Why it matters: Optimizing AI systems through a data-centric approach can improve efficiency and performance, critical for advancing AI applications in the region.

OPAQUE Acquires Abu Dhabi-Developed Cryptographic AI Technology from TII, Extending Confidential AI Across the Full Lifecycle with Post-Quantum Protection

TII ·

OPAQUE, a San Francisco-based Confidential AI company, acquired advanced cryptographic AI technologies from Abu Dhabi's Technology Innovation Institute (TII), the applied research pillar of ATRC. The acquired technology enhances OPAQUE's platform with confidential AI model training using multi-party computation and fully homomorphic encryption, alongside post-quantum cryptographic protections. Overseen by H.E. Faisal Al Bannai and Ion Stoica, this marks the first time UAE-developed cryptographic AI has been acquired and deployed globally by a leading US technology company. Why it matters: This acquisition strengthens OPAQUE's secure AI workflow capabilities and highlights the UAE's growing role in developing and exporting foundational AI technologies.