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Systems Thinking Is Vital in the Age of AI

AI augments engineering workflows by generating design options and simulations, freeing engineers to focus on decision-making. The article shows how AI tools can sift research, draft models, and evaluate alternatives, while human experts assess safety, feasibility, and context. This hybrid approach expands engineers’ roles and speeds innovation across sectors in software, hardware, energy, transportation, and manufacturing.

IEEE Spectrum·Oct 28, 2026

Opening Kapyn…