These areas obviously tie into engineering very closely, but the thinking that goes into them happens at the design stage, at a lower cost than starting with engineering. AI models suck at getting every facet of this process right, because designers are achieving a balance between branding, usability, standards, taste, and differentiation -- the exact opposite of a model trained to reach for the most average outputs.