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Why I Built Immigrant-One: A Platform to Help Immigrants Navigate Their Careers in Canada

Why Human-Centred AI Is the Missing Link Between Industry 4.0 and Sustainable Performance

Most Industry 4.0 initiatives have prioritized technical performance: uptime, throughput, accuracy, and efficiency. Human factors—trust, cognitive load, motivation, and decision confidence—were often treated as secondary considerations.