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The Middle East’s Big Bet on Artificial Intelligence and Data Security - Crowell & Moring LLP

Bahrain AI · Sep 24

A legal analysis by Crowell & Moring LLP highlights the significant strategic investments made by Middle Eastern nations in artificial intelligence across various sectors. The firm emphasizes the parallel focus on developing robust data security and privacy frameworks to govern AI technologies within the region. This dual approach aims to balance technological innovation with the imperative of secure and ethical data handling in AI deployment. Why it matters: The region's comprehensive strategy, integrating substantial AI investment with critical data governance, is positioning it as a key player in the global AI landscape while addressing crucial regulatory challenges.

Prediction of Arabic Legal Rulings using Large Language Models

arXiv · Oct 16

This paper introduces a predictive analysis of Arabic court decisions, utilizing 10,813 real commercial court cases. The study evaluates LLaMA-7b, JAIS-13b, and GPT3.5-turbo models under zero-shot, one-shot, and fine-tuned training paradigms, also experimenting with summarization and translation. GPT-3.5 models significantly outperformed others, exceeding JAIS model performance by 50%, while also demonstrating the unreliability of most automated metrics. Why it matters: This research bridges computational linguistics and Arabic legal analytics, offering insights for enhancing judicial processes and legal strategies in the Arabic-speaking world.