Experience Shortage Scenario

Experience shortages, encompassing workforce deficits in healthcare and emerging tech sectors like AI and green jobs, are driving research into innovative solutions. Current efforts focus on leveraging AI, particularly large language models and machine learning algorithms like collaborative filtering and K-means clustering, to address these gaps through improved decision support, skill-based hiring strategies, and automation via humanoid robots. These advancements aim to enhance healthcare access, optimize epidemic response in resource-constrained settings, and improve the efficiency of manufacturing and other industries facing talent shortages, ultimately impacting economic resilience and societal well-being.