#tools-and-infrastructure

#tools-and-infrastructure

Generative AI shifts engineering from primarily building to upstream thinking, requiring responsibility for problem framing, safety, governance, and systemic impact.

Generative AI makes building cheap, shifting engineering's primary work from construction to upstream thinking, design, and responsibility.