InfiAgent is a new agent framework comparable to GPT4-Agent, developed by replicating Codex. It includes InfiCoder, an open-source model for text-to-code, code-to-code, and freeform code-related QA tasks. The framework focuses on data analysis and integrates an LLM with programming capabilities and a sandbox environment for executing Python code. Why it matters: This research demonstrates the potential for advancements in AI operating systems and highlights areas where current models like GPT-4V can be improved, contributing to the broader development of more capable and versatile AI agents.
MBZUAI is highlighting five key AI innovations for UAE Innovation Month, including the Jais Arabic LLM developed with Core42 and Cerebras Systems. They also highlight the AI Operating System (AIOS) for reducing AI computing energy costs. Additionally, MBZUAI received a US patent for an AI-based handwriting generation technology. Why it matters: MBZUAI's focus on Arabic NLP and efficient AI computing positions the UAE as a leader in responsible and inclusive AI development.
MBZUAI will showcase AI research for sustainability at COP28 in Dubai, highlighting AI's role in addressing climate change. The university will present research projects including generative AI, efficient AI operating systems, remote patient monitoring, and AI solutions for urban heat islands. MBZUAI will also emphasize its role in developing the UAE’s AI ecosystem. Why it matters: This underscores the increasing recognition of AI as a crucial tool for achieving sustainability goals in the Middle East and globally.
MBZUAI is developing the AI Operating System (AIOS) to reduce the energy, time, and talent costs of AI computing. AIOS aims to make AI models smaller, faster, and more efficient, reducing reliance on expensive hardware and speeding up compute operations. It also enables cost-aware model tuning and standardizes AI modules for reliable operation. Why it matters: By addressing the environmental impact and resource demands of AI, AIOS could promote more sustainable and accessible AI development in the region and globally.
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.
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.