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ManpowerGroup: Global QMR Q4 2023 | 84 Employed and Unemployed Population over Time 2023 Total Workforce Index (TWI) Hiring Demand Trend Hiring Demand Trend by Selected Industry Artificial Intelligence ManpowerGroup: Global QMR Q4 2023 | 84 Source: https://www.mpgtalentsolutions.com/en/twi Top Third of Countries Middle Third of Countries Bottom Third of Countries United Arab Emirates , 0 ,4 9 , , 3 Employed Population in Thousands 242 34 20 3. % 2. % .0% .0% .0% .0% 3.4% 3.9% 3.4% 3.9% 2. % 2. % 2. % 4 2 3 4 2 3 4 2 3 4 2020 202 2022 2023 Unemployed Workers in Thousands and Unemployment Rate 2023 Oxford Insights Government AI Readiness Index ranked 18 th out of 193 countries. ▪ The UAE has established an Office of Artificial Intelligence with a goal to make the UAE a world leader in AI by 2031. ▪ The Artificial Intelligence and Blockchain Council has been appointed to oversee AI implementation and foster AI growth while upholding privacy and ethical principles. ▪ The UAE Government has launched a Generative AI guide for specific AI applications, AI Ethics Principles and Guidelines, AI coding License and an AI System Ethics Self- Assessment Tool ▪ Signatory of the Bletchley Park Declaration. https://oxfordinsights.com/ai-readiness/ai-readiness-index/ https://iapp.org/media/pdf/resource_center/global_ai_legislation_tracker.pdf Global TWI Ranking (out of 64) Global Ranking 12 15 13 20 19 Regional Ranking 5 11 3 13 6 Regional TWI Ranking (out of 33) TalentNeuron ILOSTAT Modelled Estimate