AI Is Not the Workforce – It Is the Tool. Industrial STEM and Human Cognition Still Lead the Future.

AI Is Not the Workforce – It Is the Tool. Industrial STEM and Human Cognition Still Lead the Future.

AI is not a replacement for the industrial workforce, but a tool whose value depends on human cognition, contextual judgment, and domain-specific expertise. It emphasizes that Industrial STEM education is essential for preparing leaders and skilled professionals who can interpret data, apply technology effectively, and build workforce pipelines for emerging industries. Industrial STEM is more…

AI can power green innovation, but leadership cognition makes the difference

AI can power green innovation, but leadership cognition makes the difference

From predictive analytics to automated decision systems, AI technologies are enabling companies to rethink how they design products, manage supply chains, and reduce environmental impact. The broader impact of this technological shift is analyzed in the study Harnessing AI for Green Innovation: The Role of Executive Cognition, published in the journal Systems. The research examines…