The Rise of Hybrid AI in Engineering
Across engineering sectors, conversations about AI are shifting. Instead of the familiar debate about whether AI is over‑promised or under‑utilised, the discussion in engineering circles has moved toward something more grounded: how AI can be integrated into existing workflows in a way that complements established engineering methods and supports the expertise already present in teams. This shift is giving rise to what many research groups, engineering bodies and industrial case studies are calling Hybrid AI - an approach that combines human engineering judgement with the strengths of machine intelligence. The aim isn’t to build fully autonomous design systems, but to create tools that work with engineers, bringing together computation, data, and domain knowledge in a more structured and…