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Machines Can Think Summit explores the future of artificial intelligence and its impact on vital sectors - ZAWYA

Zawya · Jan 26

The Machines Can Think Summit in Riyadh explored the future of AI and its impact on sectors like healthcare, finance, and energy. Discussions covered AI ethics, regulation, and the need for collaboration between government, academia, and industry. The summit also highlighted Saudi Arabia's commitment to becoming a leader in AI research and development. Why it matters: The event signals the increasing focus and investment in AI across diverse sectors in Saudi Arabia, aligning with the Kingdom's Vision 2030 goals.

Advancing Dialectal Arabic to Modern Standard Arabic Machine Translation

arXiv · Jul 27

This paper explores Dialectal Arabic (DA) to Modern Standard Arabic (MSA) machine translation using prompting and fine-tuning techniques for Levantine, Egyptian, and Gulf dialects. The study found that few-shot prompting outperformed zero-shot and chain-of-thought methods across six large language models, with GPT-4o achieving the highest performance. A quantized Gemma2-9B model achieved a chrF++ score of 49.88, outperforming zero-shot GPT-4o (44.58). Why it matters: The research provides a resource-efficient pipeline for DA-MSA translation, enabling more inclusive language technologies by addressing the challenges posed by dialectal variations in Arabic.