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ManpowerGroup: Global QMR Q4 2023 | 30 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 | 30 Source: https://www.mpgtalentsolutions.com/en/twi Top Third of Countries Middle Third of Countries Bottom Third of Countries United States 49, 4,03 ,39 2,034 Employed Population in Thousands , 00 ,42 ,0 ,22 .9% .3% . % .4% 4. % 3. % 3. % 3. % 3. % 3. % 3. % 3. % 3. % 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 1 st out of 193 countries. ▪ The US is a member of the G7, G20, OECD and The Global Partnership on Artificial Intelligence. The US is a signatory of the Bletchley Park Declaration. ▪ Individual states have either implemented or have proposed AI regulations. ▪ President Biden announced an 'Executive Order on the Safe, Secure, Trustworthy Development and Use of Artificial Intelligence'. Included within the order are requirements for federal agencies to appoint an AI Officer and develop standards using the 'AI Risk Management Framework' including for the federal procurement of AI. ▪ Federal Bills have been drafted and Non-binding frameworks have been established. 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) Regional TWI Ranking (out of 20) Global Ranking 1 1 23 6 1 Regional Ranking 1 1 13 2 1 TalentNeuron https://www.bls.gov