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McKinsey expects generative AI to increase Germany's GDP by 13% by 2040, alleviating skilled worker shortage given aging population; however, AI still lacks financial support in Germany, unlike countries such as UK, Switzerland and France

US construction employment in October rose annually in 226 of 358 metro areas, fell in 54 metros and was unchanged in 78 metros; officials noted tight labor market conditions kept construction employment from increasing in more metros: AGC of America

Robotic Research Autonomous Industries' autonomous logging trucks currently being tested with FPInnovations will be scalable, production-ready in 'next couple of years'; companies testing autonomous truck platoons on off-highway logging routes in Quebec

North American softwood lumber prices drop as winter season begins after minor increase in October as customers buy only for immediate needs; construction industry, lenders expect single-family construction to rebound, barring labor shortages: Madison's

Euromonitor: Pet care industry leaders are boosting domestic manufacturing capabilities amid climate change, labor shortages; Nestle Purina Pet Care, Blue Buffalo, Hill's Pet Nutrition among players driving centralization trends, seeking market resilience

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